Assoc. Prof. Sansanee Auephanwiriyakul, Ph.D.

รศ. ดร. ศันสนีย์  เอื้อพันธ์วิริยะกุล

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ADDRESS : Computer Engineering Department
Faculty of Engineering
Chiang Mai University
Chiangmai 50200
Thailand
Office Phone number : +66 53 942076-7 ext. 204
Fax number : +66 53 942072
e-mail : sansanee@ieee.org
homepage: http://myweb.cmu.ac.th/sansanee.a
ORCID ID: 0000-0002-6639-7165
Web of Science ResearchID/Publons ID: AAP-1918-2020

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EDUCATION :

• Ph.D. in Computer Engineering & Computer Science Dept., December 2000 University of Missouri-Columbia, Columbia, MO (GPA 3.917)
  Thesis topic: Study of Linguistic Pattern Recognition and Sensor Fusion
  Advisor: Dr. James M. Keller
• M.S. in Electrical and Computer Engineering, July 1996 University of Missouri-Columbia, Columbia, MO (GPA 4.00)
  Thesis topic: A Comparison of the Modeling and Generalization capabilities of the Multilayer Perceptron and Fuzzy Clustering Methods
  Advisor: Dr. Raghu Krishnapuram
• B.Eng. in Electrical Engineering, March 1993 Chiang Mai University, Chiang Mai, THAILAND (GPA 3.46, Hons.)

EXPERIENCE :

• Deputy Director, Biomedical Engineering Institute, Chiang Mai University (November 2017 – Present)
• Computer Engineering Department Head, Chiang Mai University (September 2013 – September 2017)
• Associate Professor, Computer Engineering Dept., Chiang Mai University. (January 28 2015 – Present)
• Assistant Professor, Computer Engineering Dept., Chiang Mai University. (October 18, 2004 – January 27, 2015)
• Lecturer, Computer Engineering Dept., Chiang Mai University. (February 8, 2002 – October 17, 2004)
• Director, Research Administration Center, Chiang Mai University. (May 2010 – November 2012)
• Director, Biomedical Engineering Center, Chiang Mai University. (February 2007 – September 2010)
• Chairman, Graduate study of the department of Computer Engineering , Chiang Mai University. (June 2004 – April 2009)
• Part-time Lecturer, Information Systems Engineering, Asian University. (January 2002 – May 2002)
• Post-Doctoral Fellow, Center for Applied Image Recognition, Computer Engineering and Computer Science Dept. University of Missouri-Columbia. Working on humanitarian landmine detection (January 2001 – August 2001)
• Research assistant, Computer Engineering and Computer Science Dept. University of Missouri-Columbia. Working on Clustering technique for humanitarian landmine detection (August 1997 – December 1997 & January 1999 – December 2000)
• Research assistant, Computer Engineering and Computer Science Dept. University of Missouri-Columbia. Working on Intelligent, Content-based Access to Networked Video Databases (January 1998 – December 1998)
• Teaching assistant, Electrical Engineering Dept. University of Missouri-Columbia on Solid State Laboratory (January 1997 – May 1997)
• User consultant, campus computing at University of Missouri-Columbia (January 1996 – December 1997)
• Graduate student, Computer Science Dept. Oklahoma State University (August 1993 – May 1994)

HONORS AND ACTIVITIES :

• Life Member APSIPA (2023 – Present)
• Elected Senior Member IEEE (April 2009 – Present)
• IEEE Member (2001-April 2009)
• Student IEEE Member (1998-2000)
• Member of IEEE P1855 Workgroup for FML Standardization (May 2012 – Present)
• Best Paper Award, from the paper entitled “Automobile Parts Localization Using Multi-layer Multi-model Images Classifier Ensemble” by Nattapat Karaket, Sansanee Auephanwiriyakul and Nipon Theera-Umpon, in IIHMSP/FITAT-2020, Ho Chi Minh, Vietnam, 5 - 7 November, 2020 (book series of Smart Innovation, Systems and Technologies by Springer).
• Best Paper Award, from the paper entitled “Person Identification from Ear Images Using Convolutional Neural Networks,” by Natchapon Petaitiemthong, Potsawat Chuenpet, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, in Proceedings of the 2019 IEEE International Conference on Control System, Computing and Engineering, 5 pages, Penang, Malaysia, November 2019.
• Best Paper Award, from the paper entitled “A Novel Self Organizing Feature Map (SOFM) for Uncertain Data,” by Sansanee Auephanwiriyakul and Nipon Theera-Umpon, in the International Conference on Green and Human Information Technology, Kuala Lumpur, Malaysia, January 2019.
• Best Paper Award, from the paper entitled “Facial Expression Recognition Using String Grammar Fuzzy K-Nearest Neighbor” by Payungsak Kasemsumran, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon in ”, Lecture Notes in Computer Science, Springer-Verlag Berlin Heidelberg, (The 16th International Conference on Computational Science and Its Applications (ICCSA 2016), 4 – 7 July 2016.)
• Best Paper Award, from the paper entitled “Automatic White Blood Cell Detection in Low Resolution Bright Field Microscopic Images,” by Usanee Apijuntarangoon, Nipon Theera-Umpon, Chatchai Tayapiwattana, and Sansanee Auephanwiriyakul, in the International Conference on Information, System and Convergence Applications, Kuala Lumpur, Malaysia, June 2015.
• Best Paper Award, from the paper entitled “Eye-Gaze Distance Estimation Using Eigenvalues of Iris Region,” by W. Ponglangka, N. Theera-Umpon, and S. Auephanwiriyakul, in the International Conference on Information, System and Convergence Applications, Manila, The Philippines, July 2014.
• Outstanding Alumni Award, Chiang Mai University Engineering Alumni Association, 2012.
• Best Paper Award, from the paper entitled “Coil Defect Inspection in Pivot Arm Assembly,” by N. Theera-Umpon, T. Chantorn, S. Auephanwiriyakul and Anusorn Yodjaiphet, in the International Data Storage Technology Conference (DST-CON2011), Bangkok, Thailand, November 2011.
• Biographical profile was selected and listed in Who’s Who in the World, Marquis, New Jersey, since 2005.
• Biographical profile was selected and listed in Who’s Who in Asia, Marquis, New Jersey, since 2006.
• Biographical profile was selected and listed in Who’s Who of Emerging Leaders, Marquis, New Jersey, since 2006.
• 2002 MU Graduate School Distinguished Doctoral Dissertation Nominee
• Curator's Grant-in-Aid Scholarship (1997)
• Student author fellowship (WCCI-98)
• Member (Electrical Engineer in Power and Communications) Council of Engineers, Thailand
• Academic achievement medal, Faculty of Engineering, Chiang Mai University, 1990
• Advisor of the Chiang Mai University representation in the “Robocup – Soccer Thailand Championship”.

PROFESSIONAL SERVICE AND EXPERIENCE :

• Ad-hoc committees of the House of Representatives to consider and study clean air bill (กรรมาธิการวิสามัญพิจารณาร่างพระราชบัญญัติบริหารจัดการเพื่ออากาศสะอาด พ.ศ.)
• Distinguished Lecturer Program
• Asia-Pacific Signal and Information Processing Association (APSIPA) (2023-2024) (http://www.apsipa.org/edu.htm)
• Editor
• IEEE Transactions on Fuzzy Systems (Associate Editor) (2005 – present)
• IEEE Transactions on Neural Networks and Learning Systems (Associate Editor) (2020 – present)
• ECTI Transactions on Computer and Information Technology (ECTI-CIT) (Associate Editor) (2020 – present)
• IEEE Computational Intelligence Magazine (IEEE CIM) (Associate Editor) (2022 – present)
• IEEE Transactions on Artificial Intelligence (Associate Editor) (2022 – present)
• Engineering Applications of Artificial Intelligence (Associate Editor) (2022 – present)
• Computers and Electrical Engineering (Associate Editor) (2024 – Present)

o Neural Computing and Applications (NCAA) (Guest Editor), 2019

o IEEE Computational Intelligence Magazine (IEEE CIM) special issue on Computational Intelligence Techniques in Bioinformatics and Bioengineering (Guest Editor), August 2018

o Journal of Advanced Computational Intelligence & Intelligent Informatics (JACIII), (Guest Editor), Vol. 8, No. 6, November 2004

• Proceedings of the International Conference on Intelligent Technologies 2003 (InTech’03) (with N. Theera-Umpon and S. Dhompongsa.)
• Educational Research Exchange Joint Symposium (EDUREJS), 13-14 December 2007
• Editorial Board
• Engineering Journal, Chiang Mai University (2002 – present)
• Neural Computing and Applications (2012 – 2018)
• International Journal of Computational & Neural Engineering (2015 – present)
• International Journal of Computer Information Systems and Industrial Management Applications (2017 – present)
• Conference Advisory Board
• 3rd International Conference on Advanced Computing, Networking, and Informatics (ICACNI-2015), June, 2015.
• Advisory Board
• Swiss Innovation Valley (The Swiss Innovation Lab) (October 2017 - Present)
• International AIQT Foundation c/o Swiss Innovation Valley AG (October 2020 – Present)

• Committee
• Chair: IEEE Computational Intelligence Society Chapter (2024)
• Chair: IEEE Computational Intelligence Society STEM Education materials Adhoc Committee (2023)
• Chair: IEEE Computational Intelligence Society Distinguished Lecture Program (IEEE CIS DLP) (2022 – 2023)
• Chair: Technology subcommittee of the IEEE Computational Intelligence Society-Education Committee (2019)
• Chair: Women in Computational Intelligence (WCI) of the IEEE Computational Intelligence Society (2017 – 2018)
• Chair: Webinars of the IEEE Computational Intelligence Society (2020 – 2021)
• Secretary: IEEE Thailand Section: Computer Society (2021 – present)
• the Administrative Committee of the IEEE Computational Intelligence Society (AdCom Member) (2022 – 2024)
• Fuzzy Systems Technical Committee (FSTC) of the IEEE Computational Intelligence Society (2007 – present)
• Neural Networks Technical Committee Members (NNTC) of the IEEE Computational Intelligence Society (2022 – present)
• Bioinformatics and Bioengineering Technical Committee (BBTC) of the IEEE Computational Intelligence Society (2010 – present)
• IEEE Computational Intelligence Society Distinguished Lecture Program (IEEE CIS DLP) (February 2016 – 2023)
• IEEE CIS Webinars of the IEEE Computational Intelligence Society (2022 – 2023)
• Women in Computational Intelligence (WCI) of the IEEE Computational Intelligence Society (2017 – 2021)
• IEEE CIS Data Mining & Big Data Analytics Technical Committee (2017 – present)
• IEEE Computational Intelligence Society Student Activities (2017 – 2018)
• TRF-Master Research Grants Subcommittee (November 2012 – November 2013)

(คณะอนุกรรมการโครงการ “ทุนวิจัยมหาบัณฑิต สกว. สาขาวิทยาศาสตร์และเทคโนโลยี” (14 พย 2555 – 13 พย 2556)

• General Chair
• IEEE International Conference Fuzzy Systems (FUZZ-IEEE 2024)
• IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB 2016)
• Organizing Committee
• International Conference on Intelligent Technologies 2003, Chiang Mai, December 2003 (Publication Co-Chairs)
• International Technical Conference on Circuits/Systems, Computers and Communications 2006 (Local Arrangement Co-Chairs)
• ECTI International Conference (ECTI-CON 2010), Chiang Mai, May, 2010 (Publication Co-Chairs)
• 2010 International Conference on Embedded Systems and Intelligent Technology (ICESIT2010), February 2010 (Publication Co-Chairs)
• ECTI International Conference (ECTI-CON 2010), Chiang Mai, May, 2010 (Technical Program Co-Chairs)
• ECTI International Conference (ECTI-CON 2012), Hua Hin, May, 2012 (Technical Program Co-Chairs)
• The Eighth International Conference on Advanced Computational Intelligence (ICACI2016)
• The 7^th International Conference on Green and Human Information Technology (ICGHIT2019)
• IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB 2014, 2015, 2017, 2018, 2020, 2022)
• IEEE International Conference Fuzzy Systems (FUZZ-IEEE 2009, 2012, 2019, 2021, 2023, 2025)
• IEEE Symposium Series on Computational Intelligence (SSCI 2021)
• The 12th International Conference on Computational Systems-Biology and Bioinformatics (CSBio 2021) (Program Co-Chairs)
• Asia Pacific Signal and Information Processing Association Annual Summit and Conference 2022 (Technical Program Co-Chairs)
• IEEE Congress on Evolutionary Computation (CEC) (2023)
• Organize special session
• The First IEEE Symposium on Foundations of Computational Intelligence (FOCI’07)

-Special session on Aggregation

• Session Chair
• The 2012 IEEE International Conference Fuzzy Systems, June 2012
• The 2012 International Joint Conference on Neural Networks (IJCNN 2012), June 2012
• 2010 International Conference on Embedded Systems and Intelligent Technology (ICESIT2010), February 2010
• ECTI International Conference (ECTI-CON 2009), Pattaya, May, 2009
• ECTI International Conference (ECTI-CON 2008), Krabi, May, 2008
• IEEE Region 10 Technical Conference (IEEE-TENCON), Chiang Mai, November 2004.
• International Conference on Intelligent Technologies 2003, Chiang Mai, December 2003.
• The 2003 IEEE International Conference on Fuzzy Systems, St. Louis, Missouri, USA., May 2003
• The 25th Electrical Engineering Conference, Prince of Songkla University, Thailand, November 2002
• ETC
• Paper Reviewer
• IEEE Transactions on Fuzzy Systems
• Journal of Advanced Computational Intelligence & Intelligent Informatics (JACIII)
• Transactions of the Institute of Measurement and Control
• IEEE Transactions on Systems, Man and Cybernetics – Part B
• Information Fusion
• Information Sciences
• Pattern Analysis and Applications Journal
• Applied Soft Computing
• Soft Computing: A Fusion of Foundations, Methodologies and Applications
• Soft Computing
• Neural Computing and Applications (NCAA)
• Annals of Fuzzy Mathematics and Informatics
• Technological and Economic Development of Economy
• Engineering Applications of Artificial Intelligence (EAAI)
• International Journal of Machine Learning and Cybernetics
• Scientific Research and Essay
• The IEEE International Conference Fuzzy Systems (FuzzIEEE)
• International Joint Conference on Neural Networks (IJCNN)
• International Conference on Computational Science and Its Applications (ICCSA)
• International Conference on Biomedical Engineering and Biotechnology
• The 19^th Australian Joint Conference on Artificial Intelligence 2006
• The 6^th International Conference on Advances in Pattern Recognition
• International Conference on Intelligent Technologies (InTech)
• Asian International Mobile Computing Conference (AMOC)
• The 1^st International Conference on Digital Interactive Media Entertainment & Arts
• Chiang Mai Journal of Science, Chiang Mai University
• Suraneree Journal of Science and Technology
• Transactions on Electrical Eng., Electronics, and Communications
• IEEE Region 10 Conference (IEEE-TENCON)
• The 2006 ECTI annual conference (ECTI-CON 2006)
• Proceedings of the Graduate Research
• The First IEEE Symposium on Foundations of Computational Intelligence (FOCI’07)
• ECTI International Conference (ECTI-CON)
• International Conference on Fuzzy Computation Theory and Applications (FCTA)
• The International Conference on Green and Human Information Technology (ICGHIT)
• International Symposium on Communications and Information Technologies (ISCIT)
• PRIB 2007 Workshop
• DIMEA 207: Second International Conference on Digital Interactive Media in Entertainment and Arts
• The Symposium on Thai Biomedical Engineering (ThaiBME2007)
• The 31st Electrical Engineering Conference (EECON-31), October 2008.
• The 9th International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, Phuket, August, 2008
• Conference for Electrical Engineering (EECON)
• ETC

RESEARCH INTERESTS :

Multimedia Database, Content based Retrieval, Pattern Recognition, Digital Image Processing, Computer Vision, Neural Networks, Fuzzy Logic, Fuzzy set and system, Linguistic Algorithms, Type-2 fuzzy set theory, Data fusion.

PROGRAMMING LANGUAGES :

C (8), C++ (5), Java (7), PASCAL (5), MATLAB (5) (numbers in parentheses indicate proficiency on a scale of 10)

OS :

Unix (8), Dos(7), Window (7), and Macintosh (5) (numbers in parentheses indicate proficiency on a scale of 10)

RELEVANT COURSEWORK :

• Operating System I
• Computer Networks
• Intro. to Digital Signal Processing
• Intro. to Model & Management Uncertainty (Fuzzy set theory)
• AI
• Neural Networks
• Computer vision
• Intro to Digital Image Processing
• Pattern Recognition
• Digital Video Processing
• Object Oriented Design II
• Parallel & Distributed Processing
• Databases Management System II
• Software Engineering I
• Multimedia Programming in Java

PUBLICATION :

Accepted for Publication

• Swarup Medasani, Sansanee Auephanwiriyakul, and Raghu Krishnapuram, “An Agglomerative Technique for Gaussian Mixture Decomposition with Application to Training of Radial Basis Function Networks”, under revision for the IEEE Transactions on Neural Networks.

To Appear

Submitted for Review

Book Chapter

• Sansanee Auephanwiriyakul, Suwannee Phitakwinai, Nipon Theera-Umpon (2022), “Fuzzy Multilayer Perceptrons for Fuzzy Vector Regression”, Women in Computational Intelligence. Women in Engineering and Science., Alice E Smith (eds), pp. 255 -279, Springer, Cham., April 2022, https://doi.org/10.1007/978-3-030-79092-9_12
• Sansanee Auephanwiriyakul, Patison Palee, Orathai Suttijak, and Nipon Theera-Umpon, “Borehole Diameter Inspection for Hard Disk Drive Pivot Arms Using Hough Transform in Panorama Images”, Visual Inspection Technology in Hard Disc Drive Industry, Pasisarn Muneesawang and Suchart Yammen (Eds.), pp. 183 -198, John Wiley & Sons Inc., April 2015.

Book Chapter (published from a Conference)

• Nattapat Karaket, Sansanee Auephanwiriyakul and Nipon Theera-Umpon, “Automobile Parts Localization Using Multi-layer Multi-model Images Classifier Ensemble”, IIHMSP/FITAT-2020, Ho Chi Minh, Vietnam, 5 - 7 November, 2020 (book series of Smart Innovation, Systems and Technologies by Springer)
• Lkhagvadorj Munkhdalai, Meijing Li, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Keun Ho Ryu, “VAR-GRU: A Hybrid Model for Multivariate Financial Time Series Prediction”, Asian Conference on Intelligent Information and Database Systems (ACIIDS 2020): Intelligent Information and Database Systems (Part of Lecture Notes in Computer Science), pp. 322 – 332.
• Panuwit Pholkerd, Sansanee Auephanwiriyakul and Nipon Theera-Umpon, “Companies Trading Signs Prediction Using Fuzzy Hybrid Operator with Swarm Optimization Algorithms”, Advances in Intelligent Systems and Computing series 1072, Springer-Verlag Berlin Heidelberg (the 2^nd International Conference on Intelligent Computing & Optimization, Koh Samui, 3 -4 Octoer 2019)
• Somnuek Surathong, Sansanee Auephanwiriyakul and Nipon Theera-Umpon, Decision Fusion Using Fuzzy Dempster-Shafer Theory, Advances in Intelligent Systems and Computing 769, Springer-Verlag Berlin Heidelberg (the 14th International Conference on Computing and Information Technology, Chiang Mai, 5 – 6 July 2018), pp. 115 -125,
• Chakkraphop Maisen, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “A Novel Learning Vector Quantization Inference Classifier”, Lecture Notes in Computer Science, Springer-Verlag Berlin Heidelberg, (the 9^th Asian Conference, ACIIDS 2017; Intelligent Information and Database Systems), pp. 528 – 544, 3 – 5 April 2017.
• Payungsak Kasemsumran, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Facial Expression Recognition Using String Grammar Fuzzy K-Nearest Neighbor”, Lecture Notes in Computer Science, Springer-Verlag Berlin Heidelberg, (The 16th International Conference on Computational Science and Its Applications (ICCSA 2016), 4 – 7 July 2016.) (Best Paper Award)
• Yuttana Munklang, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Synthetic Aperture Radar (SAR) Automatic Target Recognition (ATR) Using Fuzzy Co-occurrence Matrix Texture Feature,” Recent Advances in Computational Intelligence in Defense and Security (Studies in Computational Intelligence), Rami Abielmona, Rafael Falcon, Nur Zincir-Heywood, Hussein Abbass (Eds.), Springer, October 2015. [Accepted for Publication]
• Luis Frazao, Rui Santos, Miguel Cacho Teixeira, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Automatic Detection of Yeast and Pseudohyphal Form Cells in the Human Pathogen Candida glabrata,” Lecture Notes in Artificial Intelligence, Vol. 9227, Springer-Verlag Berlin Heidelberg, August 2015. [Accepted for Publication]
• Thanatip Chankong, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Automatic Cervical Cell Classification Using Patch-Based Fuzzy Clustering and Minimum Average Correlation Energy Filter,” IFMBE Proceedings, Vol. 43, James Goh (Ed.), pp. 164-167, Springer, 2014.
• Nipon Theera-Umpon, , Panyaphon Phiphatkhunarnon and Sansanee Auephanwiriyakul, “Linear Prediction-based Reconstruction of Electrocardiogram with Premature Ventricular Contraction for Heart Rate Variability Analysis”, Future Information Communication Technology and Applications (Lecture Notes in Electrical Engineering, Vol. 235), H.-K. Jung, J.T. Kim, T. Sahama, and C.-H. Yang (Eds.), Chapter 30, pp. 273-281, Springer-Verlag Berlin Heidelberg, 2013.
• Yutthana Munklang, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “A Novel Fuzzy Co-occurrence Matrix for Texture Feature Extraction”, The 13th International Conference on Computational Science and Applications (ICCSA 2013) (Lecture Notes in Computer Science (LNCS)), B. Murgante, S. Misra, M. Carlini, C. Torre, H.Q. Nguyen, D. Taniar, B. Apduhan, O. Gervasi, (Eds), pp 246 – 257. Springer-Verlag Berlin Heidelberg, June 2013.
• Narissara Eiamkanitchat, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Colon Tumor Microarray Classification Using Neural Network with Feature Selection and Rule-Based Classification”, Advances in Neural Network Research and Applications (Lecture Notes in Electrical Engineering), Zhigan Zen and Jun Wang (Eds.), pp. 363–372, Springer-Verlag Berlin Heidelberg, 2010.
• Thanatip Chankong, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Cervical Cell Classification using Fourier Transform,” IFMBE Proceedings, Vol. 23, Chwee Tech Lim and James C.H. Goh (Eds.), pp. 476–480, Springer, 2009.
• Suwannee Phitakwinai, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Thai Sign Language Translation Using Fuzzy C-Means and Scale Invariant Feature Transform”, Computational Science and Its Applications (Lecture Notes in Computer Science), O. Gervasi, B. Murgante, A. Lagana, D. Taniar, Y. Mun, M.L. Gavrilova (Eds.), pp. 1107–1119, Springer-Verlag Berlin Heidelberg, 2008.
• Sansanee Auephanwiriyakul, “A Preliminary Investigation of a Linguistic Perceptron”, Lecture Notes in Computer Science/Lecture Notes in Artificial Intelligence (LNCS/LNAI), Vol. 3809, Springer, December 2005, pp. 1180-1186, (ISI Journal Impact factor 0.515).
• P. D. Gader, B. Nelson, A. K. Hocaoglu, S. Auephanwiriyakul, and M. Khabou, “Neural versus Heuristic Development of Choquet Fuzzy Integral Fusion Algorithms for Land Mine Detection”, in H. Bunke, A Kandel (eds.): Neuro-fuzzy Pattern Recognition, World Scientific Publ. Co., 2000.

Books

• Sansanee Auephanwiriyakul, “เอกสารประกอบการสอน กระบวนวิชา 261494 กระบวนวิชาหัวข้อพิเศษสำหรับวิศวกรรมคอมพิวเตอร์ 1 (ทฤษฎีฟัซซีเซต) (Advanced Topics in Computer Engineering I (Fuzzy Set Theory))”, Chiang Mai University, 2004.
• Sansanee Auephanwiriyakul, “ปัญญาประดิษฐ์สำหรับการพัฒนาเกมส์ (Artificial Intelligence for Game Development)”, Chiang Mai University, 2006.
• Sansanee Auephanwiriyakul, “การประมวลผลภาพดิจิตอล (Digital Image Processing)”, Chiang Mai University, 2012

o Sansanee Auephanwiriyakul, “เอกสารคำสอน กระบวนวิชา 261456 กระบวนวิชาบทนำความฉลาดเชิงคำนวณสำหรับวิศวกรรมคอมพิวเตอร์ (Introduction to Computational Intelligence for Computer Engineering)”, Chiang Mai University, 2004.

Published International Journal

• Tong Xu, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Staining-Independent Malaria Parasite Detection and Life Stage Classification in Blood Smear Images”, Applied Sciences (2076 – 3417), Vol. 14, Issue 18, September 2024 (ISI Journal Impact factor 2.5)
• Ritipong Wongkhuenkaew, Sansanee Auephanwiriyakul, Marasi Chiworawitkul, Nipon Theera-Umpon, and Uklid Yeesarapat “Grey Wolf Optimizer with Behavior Considerations and Dimensional Learning in Three-Dimensional Tooth Model Reconstruction”, Bioengineering, 11(3), 254, 2024 (ISI Journal Impact factor 4.6) https://doi.org/10.3390/bioengineering11030254
• Ritipong Wongkhuenkaew, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Kasemsit Teeyapan, and Uklid Yeesarapat, “Fuzzy K-Nearest Neighbor Based Dental Fluorosis Classification Using Multi-Prototype Unsupervised Possibilistic Fuzzy Clustering via Cuckoo Search Algorithm”, International Journal of Environmental Research and Public Health, 20(4), 3394, 2023 (ISI Journal Impact factor 4.641) https://doi.org/10.3390/ijerph20043394
• Krittapat Bannajak, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Signal Acquisition-Independent Lossless Electrocardiogram Compression Using Adaptive Linear Prediction”, International Journal of Environmental Research and Public Health, 20(3), 2753, 2023 (ISI Journal Impact factor 4.641) https://doi.org/10.3390/ijerph20032753
• Patiwet Wuttisarnwattana and Sansanee Auephanwiriyakul, “Spleen Tissue Segmentation Algorithm for Cryo‑Imaging Data”, Journal of Digital Imaging, November 2022, (ISI Journal Impact factor 4.903). https://doi.org/10.1007/s10278-022-00736-2
• Suruk Udomsom, Apiwat Budwong, Chanyanut Wongsa, Pakorn Sangngam, Phornsawat Baipaywad, Chawan Manaspon, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Pathinun Paengnakorn, “Automatic Programmable Bioreactor with pH Monitoring System for Tissue Engineering Application”, Bioengineering, 9(5), 2022 (ISI Journal Impact factor 5.046). https//doi:10.3390/bioengineering9050187.
• Apiwat Budwong, Sansanee Auephanwiriyakul and Nipon Theera-Umpon, “Infectious disease relational data analysis using string grammar non-euclidean relational fuzzy c-means”, International Journal of Environmental Research and Public Health, 18(15),8153, 2021 (ISI Journal Impact factor 3.390). https://doi.org/10.3390/ijerph18158153
• Ritipong Wongkhuenkaew, Sansanee Auephanwiriyakul, Marasi Chiworawitkul, Nipon Theera-Umpon, “Three-Dimensional Tooth Model Reconstruction Using Statistical Randomization-Based Particle Swarm Optimization”, Applied Sciences, 11(5):2363, 2021 (ISI Journal Impact factor 2.474). https://doi.org/10.3390/app11052363
• Alexander Dokumentov, Yassien Shaalan, Krit Khwanngern, ANawat Wisetborisut, Thanakom Hatsadeang, Nattapat Karaket, Witthawin, Sansanee Auephanwiriyakul, Nipon Thee-raumpon, and Terence Siganakis, “Automatic ICD-10 Coding Using Prescribed Drugs Data”, Perspectives in health Information Management, 18(2), June 2021.
• Nipon Theera-Umpon, Ittided Poonkasem, Sansanee Auephanwiriyakul, and Direk Patikulsila, “Hard Exudate Detection in Retinal Fundus Images Using Supervised Learning”, Neural Computing and Applications (special issue: Green and Human Information Technology 2019), August 2019 (ISI Journal Impact factor 4.664). https://doi.org/10.1007/s00521-019-04402-7
• Anirut Watcharawipha, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Space Independent Image Registration Using Curve-Based Method with Combination of Multiple Deformable Vector Fields”, Symmetry,11(10),1210, September 2019 (ISI Journal Impact factor 2.143)
• Luis Bastos Frazao, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Diagnosis of Diabetic Retinopathy Based on Holistic Texture and Local Retinal Features”, Information Sciences, 475, February 2019, pp.44 – 66. (ISI Journal Impact factor 4.305)
• Kasemsit Teeyapan, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “A Twin-Hyperellipsoidal Support Vector Classifier,” Journal of Intelligent and Fuzzy Systems, vol. 35, no. 6, pp. 6141-6152, December 2018. (ISI Journal Impact factor 1.637)
• Chakkraphop Maisen, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Learning Vector Quantization Inference Classifier in Breast Abnormality Classification,” Journal of Intelligent and Fuzzy Systems, vol. 35, no. 6, pp. 6101-6116, December 2018. (ISI Journal Impact factor 1.637)
• Mahamah Sebakor, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Smart Control Plane for Information Centric Network-Internet Service Provider Networks,” Journal of Central South University, vol. 25, no. 10, pp. 2410-2422, October 2018.
• Atcharin Klomsae, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “A string grammar possibilistic-fuzzy C-medians”, Soft Computing , vol. 23, no. 17, pp. 7637 – 7653, 2019: http://doi.org/10.1007/s00500-018-3392-6. (ISI Journal Impact factor 2.367).
• Somnuek Surathong, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon. “Incorporating Fuzzy Sets Into Dempster-shafer Theory for Decision Fusion”, JP Journal of Heat and Mass Transfer, Special Volume, Issue III, Advances in Mechanical System and ICI-convergence, pp. 299 – 309 (August 2018) (SCOPUS indexed, SJR Q4)
• Suwannee Phitakwinai, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon. “Fuzzy Multilayer Perceptron with Cuckoo Search”, JP Journal of Heat and Mass Transfer, Special Volume, Issue II, Advances in Mechanical System and ICI-convergence, pp. 257 – 275 (July 2018) (SCOPUS indexed, SJR Q4)
• Atcharin Klomsae, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon. “String Grammar Unsupervised Possibilistic Fuzzy C-Medians for Gait Pattern Classification in Patients with Neurodegenerative Diseases”, Computational Intelligence and Neuroscience, Vol. 2018, Article ID 1869565, June 2018. (ISI Journal Impact factor 1.215)
• Atcharin Klomsae, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon. “A Novel String Grammar Unsupervised Possibilistic C-Medians Algorithm for Sign Language Translation Systems”, Symmetry (special issue: Emerging Approaches and Advances in Big Data), Vol. 9, No. 12, December 2017. (ISI Journal Impact factor 1.457)
• Atcharin Klomsae, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “A String Grammar Fuzzy-Possibilistic C-Medians”, Applied Soft Computing, 57, pp. 684 – 695, August 2017. (ISI Journal Impact factor 3.541)
• Mahamah Sebakor, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Smart Control Plane for Information Centric Network-Internet Service Provider Networks,” Journal of Central South University, 2016. (ISI Journal Impact factor 0.562)
• Ukrit Marung, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Top-N Recommender Systems Using Genetic Algorithm-Based Visual Clustering Methods,” Symmetry, Vol. 8, No. 7, 19 pages, July 2016. (ISI Journal Impact factor 0.841)
• Kasemsit Teeyapan, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Ellipsoidal Support Vector Data Description,” Neural Computing and Applications, May 2016. (ISI Journal Impact factor 1.492)
• Kittichai Wantanajittikul, Nipon Theera-Umpon, Suwit Saekho, Sansanee Auephanwiriyakul, Arintaya Phrommintikul, Krit Leemasawat, “Automatic Cardiac T2* Relaxation Time Estimation from Magnetic Resonance Images Using Region Growing Method with Automatically Initialized Seed Points,” Computer Methods and Programs in Biomedicine, Vol. 130, pp. 76-86, July 2016. (ISI Journal Impact factor 1.682)
• Apichat Sinthubua, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Sittiporn Ruengdit, Srijit Das, and Pasuk Mahakkanukrauh, “New Method of Age Estimation from Maxillary Sutures Closure in a Thai Population,” La Clinica Terapeutica, Vol. 167, No. 2, pp. 33-37, 2016. (ISI Journal Impact factor 0.328)
• Anusorn Yodjaiphet, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Instance Reduction for Supervised Learning Using Input-Output Clustering Method,” Journal of Central South University, Vol. 22, No. 12, pp. 4740-4748, December 2015. (ISI Journal Impact factor 0.562)
• Narissara Eiamkanitchat, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “On Feature Selection and Rule Extraction for High Dimensional Data: A Case of Diffuse Large B-cell Lymphomas Microarrays Classification,” Mathematical Problems in Engineering, Vol. 2015, Article ID 275831, 12 pages, October 2015. (ISI Journal Impact factor 0.644)
• Yutthana Munklang, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Examination of Mammogram Image Classification using Fuzzy Co-occurrence Matrix,” International Journal of Tomography and Simulation, Vol. 28, No. 3, pp. 96-103, 1 September 2015.
• Wirot Ponglangka, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Using Iris Region Eigenvalues for User-Independent Eye-Gaze Distance Estimation in Single-Camera Setup,” International Journal of Imaging and Robotics, Vol. 15, No. 3, pp. 35-42, March 2015.
• Tanawat Vaseenon, Piyapong Intharasompan, Thongaek Wattanarojanaporn, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Phinit Phisitkul, “Foot and Ankle Problems in Muay Thai Kickboxers,” Journal of The Medical Association of Thailand, Vol. 98, No. 1, pp. 65-70, January 2015.
• Tanawat Vaseenon, Thongaek Wattanarojanaporn, Piyapong Intharasompan, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Phinit Phisitkul, "Foot and Ankle Problems in Thai Monks," Journal of The Medical Association of Thailand, Vol. 98, No. 1, pp. 71-76, January 2015.
• Ukrit Marung, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Applying Memetic Algorithm-Based Clustering to Recommender System with High Sparsity Problem,” Journal of Central South University, Vol 21, Issue 9, pp. 3541 – 3550, September 2014. DOI:10.1007/s11771-014-2334-4 (ISI Journal Impact factor 0.464)
• Suwannee Phitakwinai, Hideyuki Sawada, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Japanese Vowel Sound Classification Using Fuzzy Inference System”, Journal of the Korea Convergence Society, Vol. 2, No. 22, pp. 35 – 41, March 2014.
• Thanatip Chankong, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Automatic Cervical Cell Segmentation and Classification in Pap Smears,” Computer Methods and Programs in Biomedicine, Vol. 113, No. 2, pp. 539-556, February 2014. (ISI Journal Impact factor 1.093)
• Sansanee Auephanwiriyakul, Sawannee Phitakwinai, Wattanapong Suttapak, Phonkrit Chanda, and Nipon Theera-Umpon, “Thai Sign Language Translation Using Scale Invariant Feature Transform and Hidden Markov Models”, Pattern Recognition Letters, Volume 34, No. 11, pp. 1291 – 1298, August 2013, DOI: 10.1016/j.patrec.2013.04.017 (ISI Journal Impact factor 1.034)
• Krit Somkantha, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Bone age assessment in young children using automatic carpal bone feature extraction and support vector regression”, Journal of Digital Imaging, Volume 24, Number 6, pp. 1044-1058, December 2011. (ISI Journal Impact factor 1.107)
• Nipon Theera-Umpon, Suppakarn Chansareewittaya, and Sansanee Auephanwiriyakul, “Phoneme and Tonal Accent Recognition for Thai Speech”, Expert Systems with Applications, Vol. 38, No. 10, pp. 13253-13258, October 2011 (ISI Journal Impact factor 2.908).
• Krit Somkantha, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Boundary Detection in Medical Images Using Edge Following Algorithm Based on Intensity Gradient and Texture Gradient Features”, IEEE Transactions on Biomedical Engineering, 58(3) pp. 567 – 573, March 2011 (ISI Journal Impact factor 2.496).
• Sansanee Auephanwiriyakul, Ekkalak Sumonphan, Nipon Theera-Umpon, and Chatchai Tayapiwatana, “Automatic Nevirapine Concentration Interpretation System Using Support Vector Regression”, Computer Methods and Programs in Biomedicine, 101(3), pp. 271 – 281, March 2011. DOI:10.1016/j.cmpb.2010.12.014, (ISI Journal Impact factor 1.144)

• Sanong Amaroek, Nipon Theera-Umpon, Kittichai Wantanajittikul, and Sansanee Auephanwiriyakul, “Moisture Content Prediction of Dried Longan Aril from Dielectric Constant Using Multilayer Perceptrons and Support Vector Regression”, American Journal of Applied Sciences, 7(10), pp. 1387 – 1392, October 2010.
• Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Comparison of Linguistic and Regular Hard C-Means in Postoperative Patient Data,” International Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol.8, No.6, pp. 599–605, November 2004.
• Sansanee Auephanwiriyakul and James M. Keller, “Analysis and Efficient Implementation of a Linguistic Fuzzy C-Means”, IEEE Transactions on Fuzzy Systems, Vol 10, No. 5, October 2002, pp. 563-582. (ISI Journal Impact factor 1.324)
• Sansanee Auephanwiriyakul, James M. Keller, and Paul D. Gader, “Generalized Choquet Fuzzy Integral Fusion”, Information Fusion, Vol 3, 2002, pp.69-85. (ISI Journal Impact factor 2.057)

Published National Journal

• Pardsagorn Yamngam, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, "Artificial Intelligent System for Mental Health Prediction of Information Technology (IT) Workers," ECTI Transaction on Application Research and Development, Vol. 2, No. 3, pp. 39-48, 2022. (in Thai)
• Supawit Lamom, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Kasemsit Teeyapan, "Driver’s Drowsiness Detection Using Image Processing Techniques," Thailand Journal of Health Technology, Vol. 3, No. 1, pp. 7-18, 2022. (In Thai)
• Theerat Nimmanpipak, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, "Investigating Trends in New Cases of COVID-19 in Thailand by Correlation and Regression Models," Thailand Journal of Health Technology, Vol. 2, No. 2, pp. 22-31, 2021. (In English)
• Navadon Khunlertgit, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Hit-or-Miss Transformation Implementation on Graphics Processing Unit,” KKU Research Journal, Vol. 13, Issue 4, pp. 445- 450, April 2008
• Thadsanan Chantorn, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Bracket Move Inspection Using Canny Edge Detection,” KKU Research Journal, Vol. 13, Issue 4, pp. 451 - 456, April 2008
• Patison Palee, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “An Automated Panorama Image Construction for Dimension Inspection,” KKU Research Journal, Vol. 13, Issue 4 pp. 457 - 463, April 2008.
• Orathai Suttijak, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Swage Hole Diameter Inspection using Hough Transform,” KKU Research Journal, Vol. 13, Issue 4, pp. 464 - 470, April 2008

Published International Full Peer-Review Article

• Watchanan Chantapakul, Sansanee Auephanwiriyakul and Nipon Theera-Umpon, “An Uncertainty-Adaptive Self-Organizing Map”, 2024 IEEE International Conference on Fuzzy Systems in part of the 2024 IEEE World Congress on Computational Intelligence (WCCI 2024), Yokohama, Japan, June 30 – July 5, 2024 (Late-Breaking Paper)
• Titimakan Sonsupap, Sansanee Auephanwiriyakul and Nipon Theera-Umpon, “Fuzzy Support Vector Regression With Grey Wolf Optimization in Stock Market Prediction”, The 21^st International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) 2024, Khon Kaen, Thailand, May 27 – 30, 2024.

o Satanan Turakit, Sansanee Auephanwiriyakul and Nipon Theera-Umpon, “Plasmodium Vivax in Thin Blood Smear Classification Using Fuzzy Inference System With Automatic Membership Functions and Rules Generation”, The 21^st International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) 2024, Khon Kaen, Thailand, May 27 – 30, 2024.

o Peerawich Phaknonkul, Sansanee Auephanwiriyakul and Nipon Theera-Umpon, “Recommendation System for Relational Data Using Relational Hard C-Means”, The 21^st International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) 2024, Khon Kaen, Thailand, May 27 – 30, 2024.

• Kampanat Sutijirapan, Sansanee Auephanwiriyakul and Nipon Theera-Umpon, “Emotion Detection From Electroencephalography Signals Using String Grammar K-Nearest Neighbors”, ”, The 21^st International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) 2024, Khon Kaen, Thailand, May 27 – 30, 2024.
• Pannawit Panwong, Sansanee Auephanwiriyakul, Nipon Theera-Umpon,” Parameters Determination for Ill-defined Edge Detection Using Particle Swarm Optimization”, The 38^th International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC), Jeju, Republic of Korea, June 25-28, 2023
• Watchanan Chantapakul, James M. Keller, and Sansanee Auephanwiriyakul, “Controlling Membership Spread in Type-2 Fuzzy Clustering”, 2022 IEEE International Conference on Fuzzy Systems in part of the 2022 IEEE World Congress on Computational Intelligence (WCCI 2022), Padova, Italy, July 2022.
• Natchapon Petaitiemthong, Sansanee Auephanwiriyakul, Nipon Theera-Umpon and Chatpat Kongpun, "Dental Fluorosis Segmentation Using Enhanced Quantum-Inspired Fuzzy Clustering Algorithm", 2022 37th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2022 ), July 5 -8 2022, Phuket
• Pakpoom Rujipan, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, “Label-Free Cell Isolation System Using Specific Gravities”, 2022 KITS International Conference, June, 2022, Jeju, Korea.
• Krittapat Bannajak, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, “Lossless Electrocardiogram Signal Compression Using Prediction Error-based Adaptive Linear Prediction”, 2022 KITS International Conference, June, 2022, Jeju, Korea.
• Ritipong Wongkhuenkaew, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, “Three-Dimensional Point Cloud Registration Using Particle Swarm Optimization”, 2021 IEEE 18th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2021), Chiang Mai, Thailand, 19-22 May 2021.
• Apiwat Bouthwong, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “sgRHCM: String Grammar Relational Hard C-Means”, International Conference on Green and Human Information Technology, Hanoi, Vietnam, February 2020.
• Natchapon Petaitiemthong, Potsawat Chuenpet, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Person Identification from Ear Images using Convolution Neural Networks,” Proceedings of the 2019 IEEE International Conference on Control System, Computing and Engineering, 5 pages, Penang, Malaysia, November 2019. [Best Paper Award]
• Sansanee Auephanwiriyakul and Nipon Theera-Umpon, ” A Novel Self Organizing Feature Map for Uncertain Data,” International Conference on Green and Human Information Technology, Kuala Lumpur, Malaysia, January 2019. [Best Paper Award]
• Ittided Poonkasem, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Direk Patikulsila, “Detection of Hard Exudates in Fundus Images Using Convolutional Neural Networks,” International Conference on Green and Human Information Technology, Kuala Lumpur, Malaysia, January 2019.
• Lea Dujardin, Nipon Theera-Umpon, Pornwitcha Somsap, Panason Manorost, and Sansanee Auephanwiriyakul, “Angiographic Narrowing Prediction Using k-Nearest Neighbors Algorithm with Euclidean Distance,” International Conference on Information, System and Convergence Applications, Bangkok, Thailand, January 2019.
• Pipat Supornchai, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Person Identification via Hand Writing Electromyography,” International Conference on Information, System and Convergence Applications, Bangkok, Thailand, January 2019.
• Supachaya Prathan, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, and Sanparith Marukatat, “Image-Based Silkworm Egg Classification and Counting Using Counting Neural Network”, The 3^rd International Conference on Machine Learning and Soft Computing 2019, Da Lat, Vietnam, 25 -28 January 2019.
• Tamonwan Sukumpee, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Kinematic-based Knee Angle Correction for Gait Analysis Using Single Kinect Sensor,” Proceedings of the 2018 IEEE International Conference on Control System, Computing and Engineering, Penang, Malaysia, November 2018.
• Watchanan Chantapakul, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, and Navadon Khunlertgit, “Person Identification from Full-Body Movement Using String Grammar Fuzzy-Possibility C-Medians”, Proceedings of the 2018 IEEE International Conference on Control System, Computing and Engineering, Penang, Malaysia, November 2018.
• Kornkamon Suttitanawat, Apinun Uppanun, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, and Patiwet Wuttisarnwattana, “Lung Nodule Detection from Chest X-Ray Images Using Interval Type-2 Fuzzy Logic System, Proceedings of the 2018 IEEE International Conference on Control System, Computing and Engineering, Penang, Malaysia, November 2018.
• Anirut Watcharawipha, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Edge Matching Using Piecewise Polynomial Fitting and Cubic B-spline Interpolation,” International Conference on Information Technology and Society Applications, pp. 17-20, Hong Kong, China, June 2018.
• Chakkraphop Maisen, Sansanee Auephanwiriyakul and Nipon Theera-Umpon, “Abnormality Detection in Mammograms Using Learning Vector Quantization Inference Classifier”, The Sixth International Conference on Green and Human Information Technology, Chiang Mai, Thailand, 31 January – 2 February 2018.
• Kasemsit Teeyapan, Sansanee Auephanwiriyakul and Nipon Theera-Umpon, “Twin Support Vector based Classifier using Hyperellipsoids”, ”, The Sixth International Conference on Green and Human Information Technology, Chiang Mai, Thailand, 31 January – 2 February 2018.
• Kasemsit Teeyapan, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Twin Hyperellipsoidal Support Vector Classifier with Instance Reduction,” International Conference on Information, System and Convergence Applications, 3 pages, Bangkok, Thailand, January 2018.
• Panudech Jinthanasatian, Sansanee Auephanwiriyakul and Nipon Theera-Umpon, “Microarray Data Classification Using Neuro-Fuzzy Classifier with Firefly Algorithm”, 2017 IEEE Symposium Series on Computational Intelligence, Hawaii, USA.,27 November – 1 December 2017.
• Pornwitcha Somsap, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Imaginary Hand Movement Classification Using Electroencephalography,” Proceedings of the 2017 IEEE International Conference on Control System, Computing and Engineering, Penang, Malaysia, November 2017.
• Panason Manorost, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Fetal Electrocardiogram Extraction by Independent Component Analysis,” Proceedings of the 2017 IEEE International Conference on Control System, Computing and Engineering, Penang, Malaysia, November 2017.
• Chukit Ruanpeng, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Human and Dog Movement Recognition Using Fuzzy Inference System with Automatically Generated Membership Functions,” Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, Naples, Italy, August 2017.
• Akkawat Puntura, Nipon Theera-Umpon and Sansanee Auephanwiriyakul, “Optimizing Support Vector Machine Parameters Using Cuckoo Search Algorithm via Cross Validation”, 2016 IEEE International Conference on Control System, Computing and Engineering, Penang, Malaysia, Nov 25 – Nov 27, 2016.
• Pakpoom Prommool, Sansanee Auephanwiriyakul and Nipon Theera-Umpon, “Vision-based Automatic Vehicle Counting System Using Motion Estimation with Taylor Series Approximation”, 2016 IEEE International Conference on Control System, Computing and Engineering, Penang, Malaysia, Nov 25 – Nov 27, 2016.
• Luis Frazao, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Diagnosis of Diabetic Retinopathy Using Face-Recognition Techniques,” Proceedings of the Conference on Rehabilitation Engineering and Assistive Technology Society of Korea, pp. 48-51, Goyang-si, Korea, November 2016.
• Suwannee Phitakwinai, Sansanee Auephanwiriyakul and Nipon Theera-Umpon, “Multilayer Perceptron with Cuckoo Search in Water Level Prediction for Flood Forecasting”, The 2016 International Joint Conference on Neural Networks (IJCNN 2016),24 - 29 July 2016.
• Mahamah Sebakor, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Determining Caching Locations in Information Centric Network Using Simple Search Algorithm,” International Conference on Information, System and Convergence Applications, pp. 5-9, Chiang Mai, Thailand, July 2016.
• Chanon Chaisanit, Nipon Theera-Umpon, Tanawat Vaseenon, and Sansanee Auephanwiriyakul, “Ankle Inversion/Eversion Angle Extraction Using Kinect,” International Conference on Information, System and Convergence Applications, pp. 35-38, Chiang Mai, Thailand, July 2016.
• Thanakorn Kaewplik, Praphatsorn Ngamtanakrit, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Iris Recognition Using Fuzzy K-Nearest Neighbor,” International Conference on Information, System and Convergence Applications, pp. 42-44, Chiang Mai, Thailand, July 2016
• Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Blood Cell Shape Representation Using Morphological Granulometries,” Proceedings of the International Workshop on Smart Grid Technology and Data Processing, 4 pg., Suzhou, China, March 2016.
• Payungsak Kasemsumran, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Face Recognition Using String Grammar Fuzzy K-Nearest Neighbor”, The 8^th International Conference on Knowledge and Smart Technology (KST), Chiang Mai, Thailand, February 2016.
• Kasemsit Teeyapan, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Application of Support Vector based Methods for Cervical Cancer Cell Classification,” IEEE International Conference on Control System, Computing and Engineering, Penang, Malaysia, November 2015.
• Kittichai Wantanajittikul, Nipon Theera-Umpon, Suwit Saekho, Sansanee Auephanwiriyakul, Arintaya Phrommintikul, Monruedee Tapanya, and Busakol Ngammuang, “Fully Automatic Cardiac T2* Relaxation Time Estimation Using Marker-controlled Watershed,” IEEE International Conference on Control System, Computing and Engineering, Penang, Malaysia, November 2015.
• Atcharin Klomsae, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “A Novel String Grammar Fuzzy C-Medians,” Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, Istanbul, Turkey, August 2015.
• Pichamon Srisen, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, and Samatchai Chamnongkich, "Kinect Joints Correction Using Optical Flow for Weightlifting Videos," International Conference on Computational Intelligence, Modelling and Simulation, Kuantan, Malaysia, July 2015.
• Chisanai Sardsud, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, and Theera Tongsong, "Patch-based Fetal Heart Chamber Segmentation in Ultrasound Sequences Using Possibilistic Clustering," International Conference on Computational Intelligence, Modelling and Simulation, Kuantan, Malaysia, July 2015.
• Usanee Apijuntarangoon, Nipon Theera-Umpon, Chatchai Tayapiwattana, and Sansanee Auephanwiriyakul, “Automatic White Blood Cell Detection in Low Resolution Bright Field Microscopic Images,” International Conference on Information, System and Convergence Applications, pp. 67-70, Kuala Lumpur, Malaysia, June 2015. [Best Paper Award]
• Methee Thepmongkhon, Kittichai Wantanajittikul, Sansanee Auephanwiriyakul, Direk Patikulsila, and Nipon Theera-Umpon, “Hard Exudates and Cotton Wool Spots Localization in Digital Fundus Images Using Multi-prototype Classifier,” International Conference on Information, System and Convergence Applications, pp. 17-20, Kuala Lumpur, Malaysia, June 2015.
• Chayanin Chomchuen, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Sirida Youngchim, "Automatic Mycelium Growth Rate Screening of Malassezia species in Bright Field Microscopic Images," Proceedings of the 2015 International Conference on Information and Convergence Technology for Smart Society, pp. 22-25, Bangkok, Thailand, January 2015.
• Watcharapong Chuesa-ard, Nipon Theera-Umpon, Samatchai Chamnongkich, and Sansanee Auephanwiriyakul, "Three-Dimensional Knee Angle Estimation During Stance Phase of Gait Using Kinect," Proceedings of the 2015 International Conference on Information and Convergence Technology for Smart Society, pp. 34-36, Bangkok, Thailand, January 2015.
• Payungsak Kasemsumran, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, " Face Recognition Using String Grammar Nearest Neighbor Technique," Proceedings of the 2014 International Conference on Computer Engineering, 9 pg, Shenzhen, China, November, 2014.
• Orawan Netprasat, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, "Architectural Distortion Detection from Mammograms Using Support Vector Machine," Proceedings of the 2014 IEEE International Joint Conference on Neural Networks, IEEE World Congress on Computational Intelligence, Beijing, China, July 6 – 11, 2014.
• Suwannee Phitakwinai, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, "Fuzzy Perceptron with Pocket Algorithm in Postoperative Data Set," Proceedings of the 2014 IEEE International Conference on Fuzzy Systems, IEEE World Congress on Computational Intelligence, Beijing, China, July 6 – 11, 2014.
• Yutthana Munklang, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Preliminary Investigation of Mammogram Image Classification using Fuzzy Co-occurrence Matrix”, International Conference on Information, System and Convergence Applications (ICISCA2014), Manila, Philippines, July 2-5, 2014.
• Anusorn Yodjaiphet, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, “Electrocardiogram Instance Reduction Using Input-Output Clustering Method”, International Conference on Information, System and Convergence Applications (ICISCA2014), Manila, Philippines, July 2-5, 2014.
• Wirot Ponglangka, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, Eye-Gaze Distance Estimation Using Eigenvalues of Iris Region”, International Conference on Information, System and Convergence Applications (ICISCA2014), Manila, Philippines, July 2-5, 2014.
• Uklid Yeesarapat, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, and Chatpat Kongpun, “Dental Fluorosis Classification Using Multi-prototypes from Fuzzy C-Means Clustering”, 2014 Conference on Computational Intelligence in Bioinformatics and Computational Biology, Hawaii, USA., May 21 – 24, 2014. [Accepted for Publication]
• Sarunrut Saipunya, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Cross-Substation Short-Term Load Forecasting Based on Types of Customer Usage Characteristics,” Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering, Chiang Rai, Thailand, March 2014.
• Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, "Applying Fuzzy Clustering to Image Segmentation," Proceedings of the 2013 International Conference on the Frontiers of Information Technology, Application and Tools, 4 pg., Cheongju, Korea, September 2013.
• Ritipong Wongkhuenkaew, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Multi-prototype Fuzzy Clustering with Fuzzy K-Nearest Neighbor for Off-line Human Action Recognition”, The 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2013), Hyderabad, India, July 2013.
• Yuphawadee Nathasitsophon, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Fall Detection Algorithm Using Linear Prediction Model”, The 2013 IEEE International Symposium on Industrial Electronics (ISIE 2013), Taipei, Taiwan, May 2013.
• Anusorn Yodjaiphet, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Electrocardiogram Reconstruction Using Support Vector Regression,” Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, Ho Chi Minh City, Vietnam, December 2012.
• Chaturaphat Tanchi, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Fully Automatic Brain Segmentation for Alzheimer’s Disease Detection from Magnetic Resonance Images,” Proceedings of the International Conference on Soft Computing and Intelligent Systems / International Symposium on Advanced Intelligent Systems, Kobe, Japan, November 2012.
• Boonyarit Samakrob, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Extracting Route Information from Hand-Drawn Map Using Fuzzy Vector”, 2012 IEEE International Conference on Fuzzy Systems in part of the 2012 IEEE World Congress on Computational Intelligence (WCCI 2012), June 10 – 15,2012.
• Phonkrit Chanda, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Thai Sign Language Translation System Using Upright Speed-Up Robust Feature and C-Means Clustering”, 2012 IEEE International Conference on Fuzzy Systems in part of the 2012 IEEE World Congress on Computational Intelligence (WCCI 2012), June 10 – 15,2012
• Phonkrit Chanda, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Thai Sign Language Translation System Using Upright Speed-Up Robust Feature and Dynamic Time Warping”, 2012 IEEE International Conference on Computer Science and Automation Engineering (CSAE 2012), May 25 – 27, 2012.
• Wirot Ponglangka, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Eye-gaze Distance Estimation Based on Gray-level Intensity of Image Patch,” Proceedings of the IEEE International Symposium on Intelligent Signal Processing and Communication Systems, Chiang Mai, Thailand, December 2011.
• Ukrit Marung, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Visual Clustering Method Using Genetic Algorithm and Image Manipulation,” Proceedings of the IEEE International Symposium on Intelligent Signal Processing and Communication Systems, Chiang Mai, Thailand, December 2011.
• Nipon Theera-Umpon, Thadsanan Chantorn, Sansanee Auephanwiriyakul, and Anusorn Yodjaiphet, “Coil Defect Inspection in Pivot Arm Assembly,” Proceedings of the International Data Storage Technology Conference (DST-CON2011), pp. 5–8, Bangkok, Thailand, November 2011. [Best Paper Award]
• Kittichai Wantanajittikul, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Thaweethong Koanantakool, “Automatic Segmentation and Degree Identification in Burn Color Images,” Proceedings of the 2011 Biomedical Engineering International Conference, Chiang Mai, Thailand, November 2011.
• Sittichok Junratanasiri, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Navigation System of Mobile Robot in an Uncertain Environment Using Type-2 Fuzzy Modelling,” Proceedings of the 2011 IEEE International Conference on Fuzzy Systems, Taipei, Taiwan, June 2011.
• Jittichat Tilawat, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Automatic Detection of Electricity Pylons in Aerial Video Sequences,” Proceedings of the 2010 International Conference on Electronics and Information Engineering (ICEIE 2010), pp. V1-342–V1-346, Kyoto, Japan, August 2010.
• Suraphon Chumklin, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Microcalcification Detection in Mammograms Using Interval Type-2 Fuzzy logic System with Automatic Membership Function Generation,” Proceedings of the 2010 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2010) in part of the 2010 IEEE World Congress on Computational Intelligence (WCCI 2010), Barcelona, Spain, July 2010.
• Sirinnared Winaipanich, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “3D Missing Point Estimation using Fuzzy Support Vector Regression,” Proceedings of the 2010 ECTI International Conference (ECTI-CON 2010), pp. 708–712, Chiang Mai, Thailand, May 2010.
• Narissara Eiamkanitchat, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “A Novel Neuro-Fuzzy Method for Linguistic Feature Selection and Rule-Based Classification”, 2010 The 2nd International Conference on Computer and Automation Engineering (ICCAE 2010), Singapore, February 2010.
• Wattanapong Suttapak, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Incorporating SIFT with Hard C-Means Algorithm”, 2010 The 2nd International Conference on Computer and Automation Engineering (ICCAE 2010), Singapore, February 2010.
• Thanatip Chankong, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Cervical Cell Classification Using Segmented-Nucleus Features”, The 4^th International Symposium on Biomedical Engineering (IEEE ISBME 2009), Bangkok, Thailand, December 2009.
• Kittichai Wantanajittikul, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Automatic Lip-Reading Using Hidden Markov Models”, The 4^th International Symposium on Biomedical Engineering (IEEE ISBME 2009), Bangkok, Thailand, December 2009.
• Suraphon Chumklin, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Microcalcification Detection in Mammograms Using Fuzzy Inference System with Automatic Membership Function Generation”, The 4^th International Symposium on Biomedical Engineering (IEEE ISBME 2009), Bangkok, Thailand, December 2009.
• Naret Suyaroj, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “A Comparison of NN-Based and SVR-Based Power Prediction for Mobile DS/CDMA Systems,” Proceedings of the IEEE International Symposium on Intelligent Signal Processing and Communication Systems, Bangkok, Thailand, February 2009.
• Mahamah Sebakor, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Centralized Control System in Interdomain Routing Environments,” Proceedings of the IEEE International Symposium on Intelligent Signal Processing and Communication Systems, Bangkok, Thailand, February 2009.
• Sopon Wiriyarattanakul, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Runoff Forecasting Using Fuzzy Support Vector Regression”, Proceedings of the IEEE International Symposium on Intelligent Signal Processing and Communication Systems, Bangkok, Thailand, February, 2009.
• Piroon Kaewfoongrungsie, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “ECG Holter Recorder via Mobile Phone,” Proceedings of the International Symposium on Biomedical Engineering (ISBME), Bangkok, Thailand, November 2008.
• Krit Somkantha, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Left Ventricular Segmentation of Cardiac Magnetic Resonance Images Using a Novel Edge Following Technique,” Proceedings of the IEEE International Conference on Cybernetics and Intelligent Systems (CIS 2008), Chengdu, China, September 2008, pp. 169 – 174.

• Ekkalak Sumonphan, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Interpretation of Nevirapine Concentration from Immunochromatographic Strip Test Using Support Vector Regression”, 2008 IEEE International Conference on Mechatronics and Automation, Takamatsu, Kagawa, Japan, August 2008
• Nipon Theera-Umpon, Panyaphon Phiphatkhunarnon, and Sansanee Auephanwiriyakul, “Data Reconstruction for Missing Electrocardiogram Using Linear Predictive Coding”, 2008 IEEE International Conference on Mechatronics and Automation, Takamatsu, Kagawa, Japan, August 2008, pp. 638-643.
• Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Sitawit Suteepohnwiroj, Jonglak Pahasha, and Kittichai Wantanajittikul, “River Basin Flood Prediction Using Support Vector Machines,” 2008 IEEE International Joint Conference on Neural Networks ( IJCNN 2008) in part of the 2008 IEEE World Congress on Computational Intelligence (WCCI 2008), Hong Kong, June 2008.

• Naret Suyaroj, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Power Prediction in Reverse Link for Mobile DS/CDMA Systems Using Support Vector Regression,” Proceedings of the ECTI International Conference (ECTI-CON 2008), Krabi, Thailand, May 2008.

• Ratchaphum Jaikla, Sansanee Auephanwiriyakul, and Attachai Jintrawet, “Rice Yield Prediction using a Support Vector Regression method”, Proceedings of the ECTI International Conference (ECTI-CON 2008), Krabi, Thailand, May 2008.
• Patison Palee, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “An Automated Panorama Image Construction for Dimension Inspection,” Proceedings of the International Data Storage Technology Conference (DST-CON2008), Bangkok, Thailand, April 2008.
• Thadsasan Chantorn, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Bracket Move Inspection Using Canny Edge Detection,” Proceedings of the International Data Storage Technology Conference (DST-CON2008), Bangkok, Thailand, April 2008.
• Navadon Khunlertgit, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Hit-or-Miss Transformation Implementation on Graphics Processing Unit,” Proceedings of the International Data Storage Technology Conference (DST-CON2008), Bangkok, Thailand, April 2008.
• Orathai Suttijak, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Swage Hole Diameter Inspection using Hough Transform,” Proceedings of the International Data Storage Technology Conference (DST-CON2008), Bangkok, Thailand, April 2008.
• Nipon Theera-Umpon, Suppakarn Chansareewittaya, and Sansanee Auephanwiriyakul, “Thai Phoneme Soft Segmentation and Recognition Using Hidden Markov Models,” Proceedings of the 33rd Annual Conference of the IEEE Industrial Electronics Society (IEEE-IECON), pp.251–255, Taipei, Taiwan, November 2007.
• Sutasinee Thovutikul, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Microcalcification Detection in Mammograms Using Interval Type-2 Fuzzy Logic System”, 2007 IEEE International Conference on Fuzzy Systems, London, UK, July, 2007.
• Peerachet Porkaew, Sansanee Auephanwiriyakul, Supakorn Siddhichai, and Nipon Theera-Umpon, “Cardiomegaly Detection in Fetus Using Ultrasound Image”, World Congress on Bioengineering 2007, Bangkok, Thailand, July 2007.
• Sansanee Auephanwiriyakul, and Sompong Dhompongsa, “An Investigation of Linguistic Perceptron in a Nonlinear Decision Boundary Problem”, 2006 IEEE International Conference on Fuzzy Systems, Vancouver, BC., Canada, July 2006, pp. 6590 – 6596.
• Sansanee Auephanwiriyakul, Siripen Attrapadung, Sutasinee Thovutikul, and Nipon Theera-Umpon, “Breast Abnormality Detection in Mammograms Using Fuzzy Inference System,” 2005 IEEE International Conference on Fuzzy Systems, Reno, Nevada, U.S.A., May 2005, pp.155-160.
• Sansanee Auephanwiriyakul, and Prach Chaisatian, “Static Hand Gesture Translation Using String Grammar Hard C-Means”, The Fifth International Conference on Intelligent Technologies, Houston, Texas, USA., December 2004
• Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Unexploded Ordnance Detection by Measuring Object Symmetry via Linear Prediction", 2004 IEEE Region 10 Conference (TENCON2004) ,Chiang Mai, Thailand, November 2004, pp 195-198.
• Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Comparison of Linguistic and Regular Hard C-Means in Post Operative Patient Data set”, The fourth International Conference on Intelligent Technologies, Chiang Mai, Thailand, December 2003, pp 365-369.
• Sansanee Auephanwiriyakul, "A Linguistic K-Nearest Prototype with an Application to Management Surveys", Proceeding twelfth IEEE International Conference on Fuzzy Systems, St. Louis, Missouri, USA, May 2003, pp 784-788.
• Sansanee Auephanwiriyakul, Allyson Adrian, and James M. Keller, "Type 2 Fuzzy Set Analysis in Management Surveys", Proceeding Eleventh IEEE International Conference on Fuzzy Systems, Hawaii, USA., May 2002, pp 1321-1325
• Sansanee Auephanwiriyakul, and James M. Keller, "A Comparison of the Linguistic Choquet and Sugeno Fuzzy Integrals", Proceeding Tenth IEEE International Conference on Fuzzy Systems. Melbourne, Australia, December 2001.
• James M. Keller, Sansanee Auephanwiriyakul, and Paul D. Gader, "Experiments in Predictive Sensor Fusion", Proceedings SPIE Conf. Detection and Remediation Technologies for Mines and Minelike Targets VI . Orlando, Florida, April 2001.
• Sansanee Auephanwiriyakul, James M. Keller, and Allyson Adrian, "Management Questionnaire Analysis Through a Linguistic Hard C-Means", Proceedings of NAFIPS’2000, Atlanta Georgia, July 2000,pp. 402-406.
• James M. Keller, Sansanee Auephanwiriyakul, and Allyson Adrian, "Linguistic Classifiers with Application to Management Questionnaires", Proceeding Nineth IEEE International Conference on Fuzzy Systems, San Antonio, May 2000, pp. 387-392.
• James M. Keller, Sansanee Auephanwiriyakul, and Paul D. Gader, "New Fuzzy Set Tools to Aid in Predictive Sensor Fusion", Proceedings SPIE Conf. Detection and Remediation Technologies for Mines and Minelike Targets V, Orlando Florida, April 2000, pp.1497-1507.
• Harini Bharadvaj, Anupam Joshi, and Sansanee Auephanwiriyakul, "An Active Transcoding Proxy to Support Mobile Web Access", 17th IEEE Symposium on Reliable Distributed Systems (SRDS’98), Oct 98.
• Sansanee Auephanwiriyakul, Anupam Joshi, and Raghu Krishnapuram, "Fuzzy Shot Clustering to Support Networked Video Databases", IEEE FUZZ-IEEE 98/WCCI98, May 98.
• Swarup Medasani, Sansanee Auephanwiriyakul, and Raghu Krishnapuram, "An Agglomerative Technique for Pearson Type II Mixture Decomposition with Applications", IEEE FUZZ-IEEE 98/WCCI98, May 98.
• Anupam Joshi, Sansanee Auephanwiriyakul, and Raghu Krishnapuram, "On Fuzzy Clustering and Content Based Access to Networked Video databases", 8th IEEE Workshop on Research Issue in Data Engineering, 1998.

Published National Full Peer-Review Article

• Sansanee Auephanwiriyakul, Siripen Attrapadung, Sutasinee Thovutikul, and Nipon Theera-Umpon, “Calcification Detection in Mammograms using Fuzzy Inference System”, EECON2004, Vol. 2, Khon Kaen, Thailand, November 2004, pp 165-168.
• Sansanee Auephanwiriyakul, Allyson Adrian, "Comparison of Commitment and Communication Questionnaires using Linguistic Hard C-Means", EECON2002 Vol. 2, Songkhla, Thailand, November 2002, pp. CP 1-5.

Research Reports

• Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Ukrit Mankong, “โครงการนำร่องออกแบบละสร้างสิ่งประดิษฐ์โฟโตนิกส์ซิลิคอนโดยใช้โครงสร้างวงแหวนเรโซแนนซ์สำหรับการตรวจวัดสารชีวภาพ (Pilot Project for design-build silicon photonic devices based on resonating ring structure for biological analyte detection). หน่วยบริหารและจัดการทุนด้านการพัฒนากำลังคน และทุนด้านการพัฒนาสถาบันอุดมศึกษา การวิจัยและการสร้างนวัตกรรม (บพค.), สำนักงานสภานโยบายการอุดมศึกษา วิทยาศาสตร์ วิจัยและนวัตกรรมแห่งชาติ (สอวช.) 2021
• Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Ritipong Wongkhuenkaew and Apiwat Bouthwong “การควบคุมแบบลูปปิดโดยใช้การมองเห็นสำหรับนำทางหุ่นยนต์ เฟส 2 (Vision-based Closed-loop Control for Robot Navigation Phase 2)” Defense Technology Institute 2019.
• Sansanee Auephanwiriyakul, Nipon Theera-Umpon, and Chakkraphop Maisen “Fuzzy Kohonen Clustering Networks วิธีการใหม่ที่นำไปใช้ในการวิเคราะห์ข้อมูลที่มีความไม่แน่นอน (A Novel Fuzzy Kohonen Clustering with Uncertain Data Set Application), December 2018.
• Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Ritipong Wongkhuenkaew and Apiwat Bouthwong “การควบคุมแบบลูปปิดโดยใช้การมองเห็นสำหรับนำทางหุ่นยนต์: (Vision-based Closed-loop Control for Robot Navigation)” Defense Technology Institute 2018.
• Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Supachaya Prathan, and Nutpawee Nuanpao “การตรวจจับสารระเบิดจากข้อมูลสัญญาณรามาน (Explosive Detection from Raman Spectroscopy Signals)”, NECTEC, April 2017.
• Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Ritipong Wongkhuenkaew and Apiwat Bouthwong “การควบคุมแบบลูปปิดโดยใช้การมองเห็นสำหรับนำทางหุ่นยนต์: การศึกษาความเป็นไปได้ (Vision-based Closed-loop Control for Robot Navigation: Feasibility Study)” Defense Technology Institute 2017.
• Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Ritipong Wongkhuenkaew and Pichamon Srisen “Indoor Fall Detection System using KINECT”, 2016.
• Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Yuphawadee Nathasitsophon, Pongsakorn Sommalai, Peeranut Thantaletong, Jaturong Nanta and Anusorn Yodjaiphet “เครื่องตรวจจับการล้มโดยใช้แบบจำลองการทำนายเชิงเส้น (Fall Detection Using Linear Prediction Model ), 2014.
• Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Palatip Jopanya, and Kittichai Wantanajittikul, Herb Classification from Leave Images on Android System, 2014.
• Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Sarunrut Saipunya, Short-Term Load Forecasting Using Support Vector Machine on Internet and Mobile Phone Networks, 2014.
• Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Chatpat Kongpan, Yuttana Moonklang, and Phonkrit Chanda, Design and Development of Software for Dental Fluorosis Diagnosis using Digital Imaging, 2012.
• Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Chatpat Kongpan, Suchart Kotan, Artit Puangmali, and Kemapop Boonploy, Development of Assessment Software for Elderlies' Skeleton Abnormalities Using Digital Imaging Technology, 2012.
• Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Anusorn Yodjaiphet, Development of Automatic Defect Inspection System in Pivot Arm and Coil Assembly Process, 2011.
• Sansanee Auephanwiriyakul, Nipon Theera-Umpon, and Wattanapong Suttapak, “Thai Sign Language Translation System in the Communication with the Deaf”, 2009.
• Patison Palee, Orathai Suttijak, and Sansanee Auephanwiriyakul, “Automatic Dimension Inspection System in Pivot Arm”, 2009.
• Sansanee Auephanwiriyakul, Nipon Theera-Umpon, and Suwannee Phitakwinai, “Thai Sign Language Translation System”, Faculty of Engineering, Chiang Mai University, 2008.
• Sansanee Auephanwiriyakul, Nipon Theera-Umpon, and Sutasinee Thovutikul, “Microcalcification Detection in Mammograms”, Royal Thai Government, 2007.
• Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Anusorn Yodjaipet, , Personal Computer-Based Electrocardiograph via USB Port, September 2007.
• Sansanee Auephanwiriyakul, Nipon Theera-Umpon, and Supawadee Maneeyos, “Automatic HIV Patient Prescription”, Biomedical Engineering Center, Chiang Mai University, 2007.
• Peerachet Porkaew, Sansanee Auephanwiriyakul, Supakorn Siddhichai, and Nipon Theera-Umpon, “Cardiomegaly Detection in Fetus Using Ultrasound Image” Thailand Advanced Institute of Science and Technology's Pilot Project, National Science and Technology Development Agency, 2007.
• Sansanee Auephanwiriyakul, and Sompong Dhompongsa, “A Novel Linguistic Perceptron with Uncertain Data Set Application”, Ministry of Education and Thailand Research Fund, 2006.
• Sansanee Auephanwiriyakul, Piyadara Rattanapong, Nattawadee Boonjuban, and Noppadol Dara, “The Utilization of Fuzzy Logic in Hotel Search Engine”, Thailand Research Fund, 2005.
• Sansanee Auephanwiriyakul, “A Novel Linguistic K-Nearest Prototype with an Application to Management Surveys”, Chiang Mai University, 2003.

RESEARCH GRANTS :

• Primary Investigator “ชุดโครงการวิจัยนำร่องสำหรับศูนย์กลางเซ็นเซอร์ควอมตัม 2565” (Pilot Research Program for Quantum Sensor Hub 2565” หน่วยบริหารและจัดการทุนด้านการพัฒนากำลังคน และทุนด้านการพัฒนาสถาบันอุดมศึกษา การวิจัยและการสร้างนวัตกรรม (บพค.), สำนักงานสภานโยบายการอุดมศึกษา วิทยาศาสตร์ วิจัยและนวัตกรรมแห่งชาติ (สอวช.) 2022 – 2023 (In progress)
• Co-Investor (with Nipon Theera-Umpon (Primary Investigator)) “ออกแบบและสร้างสิ่งประดิษฐ์โฟโตนิกส์ซิลิคอนโดยใช้โครงสร้างวงแหวนเรโซแนนซ์สำหรับการตรวจวัดสารชีวภาพ” (Design-build silicon photonic devices based on resonating ring structure for biological analyte detection) หน่วยบริหารและจัดการทุนด้านการพัฒนากำลังคน และทุนด้านการพัฒนาสถาบันอุดมศึกษา การวิจัยและการสร้างนวัตกรรม (บพค.), สำนักงานสภานโยบายการอุดมศึกษา วิทยาศาสตร์ วิจัยและนวัตกรรมแห่งชาติ (สอวช.) 2022 – 2023 (In progress)
• Co-Investor (with Nipon Theera-Umpon (Primary Investigator)) “ออกแบบและสร้างสิ่งประดิษฐ์โฟโตนิกส์ซิลิคอนโดยใช้โครงสร้างวงแหวนเรโซแนนซ์สำหรับการตรวจวัดสารชีวภาพ” (Design-build silicon photonic devices based on resonating ring structure for biological analyte detection) หน่วยบริหารและจัดการทุนด้านการพัฒนากำลังคน และทุนด้านการพัฒนาสถาบันอุดมศึกษา การวิจัยและการสร้างนวัตกรรม (บพค.), สำนักงานสภานโยบายการอุดมศึกษา วิทยาศาสตร์ วิจัยและนวัตกรรมแห่งชาติ (สอวช.) 2021 – 2022 (In progress)
• Co-Investor (with Nipon Theera-Umpon (Primary Investigator)) “โครงการนำร่องออกแบบละสร้างสิ่งประดิษฐ์โฟโตนิกส์ซิลิคอนโดยใช้โครงสร้างวงแหวนเรโซแนนซ์สำหรับการตรวจวัดสารชีวภาพ (Pilot Project for design-build silicon photonic devices based on resonating ring structure for biological analyte detection). หน่วยบริหารและจัดการทุนด้านการพัฒนากำลังคน และทุนด้านการพัฒนาสถาบันอุดมศึกษา การวิจัยและการสร้างนวัตกรรม (บพค.), สำนักงานสภานโยบายการอุดมศึกษา วิทยาศาสตร์ วิจัยและนวัตกรรมแห่งชาติ (สอวช.) 2020 – 2021 (Completed)
• Primary Investigator “ผลผลิตสุดท้ายของการควบคุมแบบลูปปิดโดยใช้การมองเห็นสำหรับนำทางหุ่นยนต์ (Final Product of Vision-based Closed-loop Control for Robot Navigation)” Defense Technology Institute 2019 – 2020. (Completed)
• Co-Investor (with Nipon Theera-Umpon (Primary Investigator)) “ระบบ Machine Learning ต้นแบบสำหรับ Digital Power Plant (Machine Learning System Prototype for Digital Power Plant)” การไฟฟ้าฝ่ายผลิตแห่งประเทศไทย (กฟผ) 2017 – 2018 (Completed)
• Co-Investor (with Nipon Theera-Umpon (Primary Investigator)) “ระบบอัตโนมัติสำหรับตรวจสอบการออกนอกพื้นที่สำหรับผู้สูงอายุ” Council of University Presidents of Thailand 2018 (Completed)
• Co-Investor (with Nipon Theera-Umpon (Primary Investigator)) “การพัฒนาระบบหาแหล่งกำเนิดและตรวจจับคำในสัญญาณเสียงสำหรับหุ่นยนต์ดินสอมินิ (Development of Sound source localization and speech detection for Dinsow Mini robot)” สำนักงานกองทุนสนับสนุนการวิจัย (สกว) และ CT Asia Robotics Co.,Ltd. 2018 (Completed)
• Co-Investor (with Nipon Theera-Umpon (Primary Investigator)) “การตรวจหาเป้าหมายอัจฉริยะโดยใช้ระบบเรดาร์ทะลุพื้นดิน (GPR) ราคาต่ำ: การศึกษาความเป็นไปได้ (Intelligent Target Detection Using Low-cost Ground Penetrating Radar (GPR) System: Feasibility Study)” Defense Technology Institute 2018 – 2019. (Completed)
• Primary Investigator “การควบคุมแบบลูปปิดโดยใช้การมองเห็นสำหรับนำทางหุ่นยนต์ เฟส 2 (Vision-based Closed-loop Control for Robot Navigation Phase 2)” Defense Technology Institute 2018 – 2019. (Completed)
• Primary Investigator, “โครงการศึกษาวิจัยและพัฒนาโปรแกรมคอมพิวเตอร์สำหรับการรู้จำป้ายทะเบียนรถยนต์ (License Plate Recognition)”, บริษัทธาราอินเตอร์คอร์ปจำกัด, 22 November 2017 – 21 March 2018. (Completed)
• Primary Investigator “การควบคุมแบบลูปปิดโดยใช้การมองเห็นสำหรับนำทางหุ่นยนต์: (Vision-based Closed-loop Control for Robot Navigation)” Defense Technology Institute 2017 – 2018. (Completed)
• Primary Investigator, “การตรวจจับสารระเบิดจากข้อมูลสัญญาณรามาน (Explosive Detection from Raman Spectroscopy Signals)”, ศูนย์เทคโนโลยีอิเล็กทรอนิกส์และคอมพิวเตอร์แห่งชาติ (NECTEC), January – April 2017. (Completed)
• Primary Investigator “Fuzzy Kohonen Clustering Networks วิธีการใหม่ที่นำไปใช้ในการวิเคราะห์ข้อมูลที่มีความไม่แน่นอน (A Novel Fuzzy Kohonen Clustering with Uncertain Data Set Application)”, Chiang Mai University, 2014 – 2015. (Completed)
• Mentor (of Atcharin Klomsae) “A Novel String Grammar Fuzzy Clustering”, The Royal Golden Jubilee Ph.D. Program, 2013 – 2016. (Completed)
• Mentor (of Ritipong Wongkhuenkaew) “3D teeth-model construction from panorama of teeth images”, The Royal Golden Jubilee Ph.D. Program, 2016 – 2019. (In Progress)
• Mentor (of Supachaya Prathan) “การจำแนกชนิดไข่ไหมด้วยเทคนิคการประมวลผลภาพ (Silkworm categorization using digital image processing technique)”, NSTDA, 2015 – 2017. (Completed)
• Primary Investigator “การควบคุมแบบลูปปิดโดยใช้การมองเห็นสำหรับนำทางหุ่นยนต์: การศึกษาความเป็นไปได้ (Vision-based Closed-loop Control for Robot Navigation: Feasibility Study)” Defense Technology Institute 2016 – 2017. (Completed)
• Primary Investigator “ระบบตรวจจับการล้มในอาคาร โดยใช้ Kinect (Indoor Fall Detection System Using Kinect)”มูลนิธิโทเรเพื่อการส่งเสริมวิทยาศาสตร์และเทคโนโลยี (Thailand Toray Science Foundation, 2015 – 2016 (Completed)
• Co-Investor (with Nipon Theera-Umpon (Primary Investigator)) “Improvement of Training Process in Pattern Recognition Using Clustering Method,” Chiang Mai University Research Fund, 2014-2015. (Completed)
• Co-Investor (with Nipon Theera-Umpon (Primary Investigator)) “Herb Classification from Leave Images on Android System,” True Corporation Public Company Limited, 2013-2014. (Completed)
• Co-Investor (with Nipon Theera-Umpon (Primary Investigator)) “Short-Term Load Forecasting Using Support Vector Machine on Internet and Mobile Phone Networks,” True Corporation Public Company Limited, 2013-2014. (Completed)
• Primary Investigator “การทดสอบเครื่องตรวจจับการล้มโดยใช้แบบจำลองการทำนายเชิงเส้นในการประยุกต์ใช้งานจริง (Testing the Fall Detector Using Linear Prediction Model in Real Life Application)”, True Corporation Public Company Limited, 2013-2014. (Completed)
• Mentor (of Yuphawadee Nathasitsophon) “เครื่องตรวจจับการล้มโดยใช้แบบจำลองการทำนายเชิงเส้น (Fall Detection Using Linear Prediction Model ), National Research Council of Thailand (Graduate), 2013 – 2014. (Completed)
• Co-Investor (with Nipon Theera-Umpon (Primary Investigator)) “Design and Development of Software for Dental Fluorosis Diagnosis using Digital Imaging” Intercountry Centre for Oral Health, 2011 – 2012. (Completed)
• Co-Investor (with Nipon Theera-Umpon (Primary Investigator)) “Development of Assessment Software for Elderlies' Skeleton Abnormalities Using Digital Imaging Technology,” Intercountry Centre for Oral Health, 2011 – 2012. (Completed)
• Co-Investor (with Nipon Theera-Umpon (Primary Investigator)) “Development of Automatic Defect Inspection System in Pivot Arm and Coil Assembly Process”, Industry/University Cooperative Research Center (I/UCRC) in HDD Advanced Manufacturing and Lanna Thai Electronic Components (LTEC) Ltd., 2010 – 2012. (Completed)
• Primary Investigator (with Nipon Theera-Umpon) “Thai Sign Language Translation System in the Communication with the Deaf”, Telecommunications Research and Industrial Development Institute (TRIDI), 2008 – 2009. (Completed)
• Co-Investigator (with Nipon Theera-Umpon (Primary Investigator) and Suppakarn Chansareewittaya) “Thai Phoneme Segmentation and Recognition,” Ministry of Science and Technology, 2006 – 2007. (Completed)
• Primary Investigator (with Nipon Theera-Umpon) “Microcalcification Detection in Mammograms”, Royal Thai Government, 2006 - 2007. (Completed)
• Primary Investigator (with Nipon Theera-Umpon) “Automatic HIV Patient Prescription”, Biomedical Engineering Center, Chiang Mai University, 2006 – 2007. (Completed)
• Mentor (of Patison Palee and Orathai Suttijak) “Automatic Dimension Inspection System in Pivot Arm”, National Electronics and Computer Technology Center, National Science and Technology Development Agency, 2006-2008. (Completed)
• Mentor (with Supakorn Siddhichai, of Peerachet Porkaew) “Cardiomegaly Detection in Fetus Using Ultrasound Image”, Thailand Advanced Institute of Science and Technology's Pilot Project, National Science and Technology Development Agency, 2006-2007. (Completed)
• Primary Investigator (with Nipon Theera-Umpon and Suwannee Phitakwinai) “Thai Sign Language Translation System”, Faculty of Engineering Chiang Mai University, 2005-2006. (Completed)
• Primary Investigator (with Sompong Dhompongsa), “A Novel Linguistic Perceptron with Uncertain Data Set Application”, Thailand Research Fund, 2004 - 2006. (Completed)
• Primary Investigator (with Value Soft Ltd.), “The Utilization of Fuzzy Logic in Hotel Search Engine”, Thailand Research Fund, 2004 - 2005. (Completed)
• Primary Investigator, “A Novel Linguistic K-Nearest Prototype with an Application to Management Surveys”, Chiang Mai University, 2002 - 2003. (Completed)

SPECIAL PRESENTATIONS :

• “Fuzzy Pattern Recognition in Data Analysis”, Keynote Speaker at the 2024 10th International Conference on Big Data and Information Analytics (BigDIA), Chiang Mai, Thailand, 25 – 28 October2024.
• “Fuzzy Pattern Recognition in Data Analysis”, Keynote Speaker at the 2024 7th International Conference on Robot Systems and Applications (ICRSA 2024) and 2024 2nd International Conference on Artificial Intelligence Innovation (ICAII 2024), Bangkok, Thailand, 12 -14 September 2024.
• “Fuzzy Pattern Recognition in Data Analysis”, Keynote Speaker at the 2024 International Conference on Intelligent Computing and Robotics, Dalian, China, 14 April 2024. (Online)
• “Fuzzy Set in Data Analysis”, Invited Speaker at the APSIPA Workshop in Smart Signal Processing and Applications, Chiang Mai, Thailand, 1 February 2024.
• “Fuzzy Pattern Recognition in Data Analysis”, Invited Speaker at the IEEE CIS Workshop on Women in Artificial Intelligence, India, 22 January 2024. (Online)
• “String Grammar Fuzzy Clustering in Data Analysis”, Invited speaker at The 13^th International Conference on Advances in Information Technology (IAIT2023), Bangkok, Thailand, 6 – 9 December 2023
• “Computational Intelligence in Biomedical Engineering”, keynote speaker at International Conference on Computational Technologies and Electronics (ICCTE-2023), University of North Bengal, India, 23 – 25 November 2023 (Online)
• “Computational Intelligence in Biomedical Engineering”, keynote speaker at the 15th International Conference on Information Technology and Electrical Engineering, Chiang Mai, Thailand, 26 – 27 October 2023.
• “Computational Intelligence in Biomedical Engineering”, keynote speaker at the KST International Conference (KST) 2023, Patong Beach, Phuket, Thailand, 21 – 24 February 2023
• “Computational Intelligence in Biomedical Engineering Application”, Invited speaker at the 2022 IEEE CIS Summer School on Deep Learning and Computational Intelligence: Theory and Applications, 12 – 16 December 2022 (IIT Indore, India) (online)
• “Fuzzy Set Theory in Robot Navigation System”, Inivited speaker at the 2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC 2022) 20 -22 May 2022. (virtual conference)
• “Fuzzy Pattern Recognition in Data Analysis”, Invited Speaker at the 4^th international conference on intelligent computing and optimization 2021 (ICO2021) 30 – 31 December 2021. (virtual conference)
• “Fuzzy Pattern Recognition in Data Analysis”, Invited Speaker at 2021 International Workshop on Frontiers of Graphics and Image Processing (FGIP 2021) 21 – 23 May 2021. (virtual conference)
• “Fuzzy Pattern Recognition in Data Analysis”, Invited Speaker at APNNS/IEEE-CIS Education Forum Series: Deep Learning and Artificial Intelligence Summer School 2021 (DLAI5), 6 - 10 May 2021 (Because of COVID-19, the summer school was in virtual conference format).
• “Fuzzy Pattern Recognition in Data Analysis”, Keynote Speaker at the IEEE World Congress on Computational Intelligence (WCCI) 2020 (FUZZ-IEEE),19 – 24th July, 2020, Glasgow (UK) (Because of COVID-19, the conference was in virtual conference format).
• “String Grammar Fuzzy Clustering in Data Analysis”, Keynote Speaker at the 4^th IEEE International WIE Conference on Electrical and Electronic Engineering 2018, Pattaya, Thailand, 14 – 16 December 2018.
• “String Grammar Fuzzy Clustering in Data Analysis”, Keynote Speaker at the 10^th International Conference on Advances in Information Technology (IAIT2018) and the 2^nd Deep Learning and Artificial Intelligence Winter School (DLAI 2), Bangkok, Thailand, 10 – 13 December 2018
• “Fuzzy Set Theory in Data Analysis” Invited Speaker at the Sixth International Conference on Green and Human Information Technology, Chiang Mai, Thailand, Jan. 31 - Feb. 2, 2018.
• “String Grammar Fuzzy Clustering in Data Analysis” Invited Speaker at the International Workshop on understanding and mitigating data uncertainty in smart systems 2017, Suzhou, China, 15 – 19 July 2017.
• “Fuzzy Set in Data Analysis”, Invited Speaker at the University of Louisville, Kentucky, USA, 2 August 2016.
• “Fuzzy Set in Data Analysis”, Invited Speaker at the 2nd International Workshop on Smart Grid Technolgy and Data Processing, Suzhou, China ,18 March 2016.
• “การเสวนาแลกเปลี่ยนประสบการณ์และความคิดเห็นเกี่ยวกับผลงานทางวิชาการของคณาจารย์”, Invited Speaker at the Faculty of Engineering, Chiang Mai University, May, 2015.
• “Computational Intelligence in Information Technology”, Invited Speaker at the International Seminar on Scientific Issues and Trends (ISSIT), Jakarta, Indonesia, October, 2014.
• “Fuzzy Set in Information Technology”, Keynote Speaker at the Seventh International Conference on Frontiers of Information Technology, Applications and Tools and the Fourth PT-ERC International Symposium on Personalized Medicine, Chiang Mai, Thailand, July, 2014.
• “Fuzzy Set in Information Technology”, Keynote Speaker at Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering, Chiang Rai, Thailand, March 2014.
• “Robot Vision”, Invited Speaker at Workshop on Uninet Network and Computer Application 2008, January 2008.
• “Image Recognition and Analysis”, Invited Speaker at the Department of Associate Medical Sciences, Chiang Mai University, October 2007.
• “Questionnaire Evaluation Automatic System (ระบบอัตโนมัติสำหรับตรวจแบบสอบถาม)”, Invited Speaker at TMI’2006, December, 2006.
• “Fuzzy Set and Its Applications”, Invited speaker, IEEE Special Lecture, Kagawa University, Takamatsu, Japan, October 2004.
• “An Introduction to Fuzzy Systems”, Invited speaker at Next Value Ltd., Lampang, March 2004.
• "Fuzzy Set and its Applications", Invited speaker at the Department of Mathematics, Chiang Mai University, September 2002.

INDUSTRIAL COLLABORATION :

• “Automatic Defect Inspection System in Pivot Arm and Coil Assembly Process” for LTEC Ltd. Fujikura Group, 2008.
• “Automatic Dimension Inspection System in Pivot Arm” for LTEC Ltd. Fujikura Group, 2008.
• “E-order” for Hexa Ceram Co., Ltd., 2006.
• “The Utilization of Fuzzy Logic in Hotel Search Engine” for Value Soft Ltd., 2005.

REFERENCES : Available upon request.