Automated white blood cell counting via classification-free granulometric methods. - Nipon Theera-Umpon; Paul D. Gader (Electronic Imaging: Nonlinear Image Processing, 1999)

Training Neural Networks to Count White Blood Cells via a Minimum Counting Error Objective Function. - Nipon Theera-Umpon; Paul D. Gader (ICPR, 2000)

Counting white blood cells using morphological granulometries. - Nipon Theera-Umpon; Paul D. Gader (J. Electronic Imaging, 2000)

Non-homothetic granulometric mixing theory with application to blood cell counting. - Nipon Theera-Umpon; Edward R. Dougherty; Paul D. Gader (Pattern Recognit., 2001)

System-level training of neural networks for counting white blood cells. - Nipon Theera-Umpon; Paul D. Gader (IEEE Trans. Syst. Man Cybern. Part C, 2002)

Support vector regression based adaptive power system stabilizer. - Udomsak Boonprasert; Nipon Theera-Umpon; C. Rakpenthai (ISCAS (3), 2003)

Comparison of Linguistic and Regular Hard C-Means in Postoperative Patient Data. - Sansanee Auephanwiriyakul; Nipon Theera-Umpon (J. Adv. Comput. Intell. Intell. Informatics, 2004)

Editorial: Special Issue on Selected Papers from InTech'03. - Pratit Santiprabhob; Nipon Theera-Umpon; Sansanee Auephanwiriyakul (J. Adv. Comput. Intell. Intell. Informatics, 2004)

Leeway Prediction of Oceanic Disastrous Target via Support Vector Regression. - Nipon Theera-Umpon; Udomsak Boonprasert (J. Adv. Comput. Intell. Intell. Informatics, 2004)

White Blood Cell Segmentation and Classification in Microscopic Bone Marrow Images. - Nipon Theera-Umpon (FSKD (2), 2005)

Breast Abnormality Detection in Mammograms Using Fuzzy Inference System. - Sansanee Auephanwiriyakul; Siripen Attrapadung; Sutasinee Thovutikul; Nipon Theera-Umpon (FUZZ-IEEE, 2005)

Microcalcification Detection in Mammograms Using Interval Type-2 Fuzzy Logic System. - Sutasinee Thovutikul; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (FUZZ-IEEE, 2007)

Ionospheric F-Layer Critical Frequency Estimation from Digital Ionogram Analysis. - Nipon Theera-Umpon (ICCSA (3), 2007)

Unexploded Ordnance Detection Using Region of Interest in Range Domain of Ground Penetrating Radar. - Nipon Theera-Umpon (J. Adv. Comput. Intell. Intell. Informatics, 2007)

Morphological Granulometric Features of Nucleus in Automatic Bone Marrow White Blood Cell Classification. - Nipon Theera-Umpon; Sompong Dhompongsa (IEEE Trans. Inf. Technol. Biomed., 2007)

Thai Sign Language Translation Using Fuzzy C-Means and Scale Invariant Feature Transform. - Suwannee Phitakwinai; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (ICCSA (2), 2008)

River basin flood prediction using support vector machines. - Nipon Theera-Umpon; Sansanee Auephanwiriyakul; Sitawit Suteepohnwiroj; Jonglak Pahasha; Kittichai Wantanajittikul (IJCNN, 2008)

Microcalcification detection in mammograms using interval type-2 fuzzy logic system with automatic membership function generation. - Suraphon Chumklin; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (FUZZ-IEEE, 2010)

Navigation system of mobile robot in an uncertain environment using type-2 fuzzy modelling. - Sittichok Junratanasiri; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (FUZZ-IEEE, 2011)

Visual clustering method using genetic algorithm and image manipulation. - Ukrit Marung; Nipon Theera-Umpon; Sansanee Auephanwiriyakul (ISPACS, 2011)

Eye-gaze distance estimation based on gray-level intensity of image patch. - Wirot Ponglangka; Nipon Theera-Umpon; Sansanee Auephanwiriyakul (ISPACS, 2011)

Automatic Nevirapine concentration interpretation system using support vector regression. - Sansanee Auephanwiriyakul; Ekkalak Sumonphan; Nipon Theera-Umpon; Chatchai Tayapiwatana (Comput. Methods Programs Biomed., 2011)

Phoneme and tonal accent recognition for Thai speech. - Nipon Theera-Umpon; Suppakarn Chansareewittaya; Sansanee Auephanwiriyakul (Expert Syst. Appl., 2011)

Bone Age Assessment in Young Children Using Automatic Carpal Bone Feature Extraction and Support Vector Regression. - Krit Somkantha; Nipon Theera-Umpon; Sansanee Auephanwiriyakul (J. Digit. Imaging, 2011)

Boundary Detection in Medical Images Using Edge Following Algorithm Based on Intensity Gradient and Texture Gradient Features. - Krit Somkantha; Nipon Theera-Umpon; Sansanee Auephanwiriyakul (IEEE Trans. Biomed. Eng., 2011)

Thai sign language translation system using upright speed-up robust feature and c-means clustering. - Phonkrit Chanda; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (FUZZ-IEEE, 2012)

Extracting route information from hand-drawn map using fuzzy vector. - Boonyarit Samakrob; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (FUZZ-IEEE, 2012)

Electrocardiogram reconstruction using support vector regression. - Anusorn Yodjaiphet; Nipon Theera-Umpon; Sansanee Auephanwiriyakul (ISSPIT, 2012)

Fully automatic brain segmentation for Alzheimer's disease detection from magnetic resonance images. - Chaturaphat Tanchi; Nipon Theera-Umpon; Sansanee Auephanwiriyakul (SCIS&ISIS, 2012)

Multi-prototype fuzzy clustering with fuzzy K-nearest neighbor for off-line human action recognition. - Ritipong Wongkhuenkaew; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (FUZZ-IEEE, 2013)

A Novel Fuzzy Co-occurrence Matrix for Texture Feature Extraction. - Yutthana Munklang; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (ICCSA (3), 2013)

Fall detection algorithm using linear prediction model. - Yuphawadee Nathasitsophon; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (ISIE, 2013)

Thai sign language translation using Scale Invariant Feature Transform and Hidden Markov Models. - Sansanee Auephanwiriyakul; Suwannee Phitakwinai; Wattanapong Suttapak; Phonkrit Chanda; Nipon Theera-Umpon (Pattern Recognit. Lett., 2013)

Dental fluorosis classification using multi-prototypes from fuzzy C-means clustering. - Uklid Yeesarapat; Sansanee Auephanwiriyakul; Nipon Theera-Umpon; Chatpat Kongpun (CIBCB, 2014)

Fuzzy perceptron with pocket algorithm in postoperative patient data set. - Suwannee Phitakwinai; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (FUZZ-IEEE, 2014)

Architectural distortion detection from mammograms using support vector machine. - Orawan Netprasat; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (IJCNN, 2014)

Automatic cervical cell segmentation and classification in Pap smears. - Thanatip Chankong; Nipon Theera-Umpon; Sansanee Auephanwiriyakul (Comput. Methods Programs Biomed., 2014)

A novel string grammar fuzzy C-medians. - Atcharin Klomsae; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (FUZZ-IEEE, 2015)

Application of support vector based methods for cervical cancer cell classification. - Kasemsit Teeyapan; Nipon Theera-Umpon; Sansanee Auephanwiriyakul (ICCSCE, 2015)

Fully automatic cardiac T2* relaxation time estimation using marker-controlled watershed. - Kittichai Wantanajittikul; Suwit Saekho; Arintaya Phrommintikul; Nipon Theera-Umpon; Sansanee Auephanwiriyakul; Monruedee Tapanya; Busakol Ngammuang (ICCSCE, 2015)

Automatic Detection of Yeast and Pseudohyphal Form Cells in the Human Pathogen Candida Glabrata. - Luis Frazao; Rui Santos; Miguel Cacho Teixeira; Nipon Theera-Umpon; Sansanee Auephanwiriyakul (ICIC (3), 2015)

Messages from the technical program chairs. - Nipon Theera-Umpon; Mihail Popescu; Patiwet Wuttisarnwattana (CIBCB, 2016)

Facial Expression Recognition Using String Grammar Fuzzy K-Nearest Neighbor. - Payungsak Kasemsumran; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (ICCSA (2), 2016)

Multilayer perceptron with Cuckoo search in water level prediction for flood forecasting. - Suwannee Phitakwinai; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (IJCNN, 2016)

Face recognition using string grammar fuzzy K-nearest neighbor. - Payungsak Kasemsumran; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (KST, 2016)

Automatic cardiac T2* relaxation time estimation from magnetic resonance images using region growing method with automatically initialized seed points. - Kittichai Wantanajittikul; Nipon Theera-Umpon; Suwit Saekho; Sansanee Auephanwiriyakul; Arintaya Phrommintikul; Krit Leemasawat (Comput. Methods Programs Biomed., 2016)

Top-N Recommender Systems Using Genetic Algorithm-Based Visual-Clustering Methods. - Ukrit Marung; Nipon Theera-Umpon; Sansanee Auephanwiriyakul (Symmetry, 2016)

Synthetic Aperture Radar (SAR) Automatic Target Recognition (ATR) Using Fuzzy Co-occurrence Matrix Texture Features. - Sansanee Auephanwiriyakul; Yutthana Munklang; Nipon Theera-Umpon (Recent Advances in Computational Intelligence in Defense and Security, 2016)

A Novel Learning Vector Quantization Inference Classifier. - Chakkraphop Maisen; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (ACIIDS (1), 2017)

Human and dog movement recognition using fuzzy inference system with automatically generated membership functions. - Chukit Ruanpeng; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (FUZZ-IEEE, 2017)

Fetal electrocardiogram extraction by independent component analysis. - Panason Manorost; Nipon Theera-Umpon; Sansanee Auephanwiriyakul (ICCSCE, 2017)

Imaginary hand movement classification using electroencephalography. - Pornwitcha Somsap; Nipon Theera-Umpon; Sansanee Auephanwiriyakul (ICCSCE, 2017)

Microarray data classification using neuro-fuzzy classifier with firefly algorithm. - Panudech Jinthanasatian; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (SSCI, 2017)

A string grammar fuzzy-possibilistic C-medians. - Atcharin Klomsae; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (Appl. Soft Comput., 2017)

Ellipsoidal support vector data description. - Kasemsit Teeyapan; Nipon Theera-Umpon; Sansanee Auephanwiriyakul (Neural Comput. Appl., 2017)

A Novel String Grammar Unsupervised Possibilistic C-Medians Algorithm for Sign Language Translation Systems. - Atcharin Klomsae; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (Symmetry, 2017)

Analysis of a Similarity Measure for Non-Overlapped Data. - Sanghyuk Lee; Jaehoon Cha; Nipon Theera-Umpon; Kyeong Soo Kim (Symmetry, 2017)

String Grammar Unsupervised Possibilistic Fuzzy C-Medians for Gait Pattern Classification in Patients with Neurodegenerative Diseases. - Atcharin Klomsae; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (Comput. Intell. Neurosci., 2018)

Face recognition technology development with Gabor, PCA and SVM methodology under illumination normalization condition. - Meijing Li; Xiuming Yu; Keun Ho Ryu; Sanghyuk Lee; Nipon Theera-Umpon (Clust. Comput., 2018)

Learning vector quantization inference classifier in breast abnormality classification. - Chakkraphop Maisen; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (J. Intell. Fuzzy Syst., 2018)

A twin-hyperellipsoidal support vector classifier. - Kasemsit Teeyapan; Nipon Theera-Umpon; Sansanee Auephanwiriyakul (J. Intell. Fuzzy Syst., 2018)

Verifying Secure Authentication Protocol for Communication between IoT-based Medical Devices. - Nipon Theera-Umpon; Kun-Hee Han; Woo-Sik Bae; Sanghyuk Lee; Van Huy Pham 001 (J. Univers. Comput. Sci., 2018)

Design of Wearable Radio Frequency Identification Antenna. - Eng Gee Lim; Jing Chen Wang; Gerry Juans; Zhao Wang 001; Mark Leach; Sanghyuk Lee; Nipon Theera-Umpon (Wirel. Pers. Commun., 2018)

Person Identification from Ear Images Using Convolutional Neural Networks. - Natchapon Petaitiemthong; Potsawat Chuenpet; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (ICCSCE, 2019)

Image-Based Silkworm Egg Classification and Counting Using Counting Neural Network. - Supachaya Prathan; Sansanee Auephanwiriyakul; Nipon Theera-Umpon; Sanparith Marukatat (ICMLSC, 2019)

Companies Trading Signs Prediction Using Fuzzy Hybrid Operator with Swarm Optimization Algorithms. - Panuwit Pholkerd; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (ICO, 2019)

Diagnosis of diabetic retinopathy based on holistic texture and local retinal features. - Luis Frazao; Nipon Theera-Umpon; Sansanee Auephanwiriyakul (Inf. Sci., 2019)

A string grammar possibilistic-fuzzy C-medians. - Atcharin Klomsae; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (Soft Comput., 2019)

Space Independent Image Registration Using Curve-Based Method with Combination of Multiple Deformable Vector Fields. - Anirut Watcharawipha; Nipon Theera-Umpon; Sansanee Auephanwiriyakul (Symmetry, 2019)

VAR-GRU: A Hybrid Model for Multivariate Financial Time Series Prediction. - Lkhagvadorj Munkhdalai; Meijing Li; Nipon Theera-Umpon; Sansanee Auephanwiriyakul; Keun Ho Ryu (ACIIDS (2), 2020)

Deep Learning-Based Demand Forecasting for Korean Postal Delivery Service. - Lkhagvadorj Munkhdalai; Kwang-Ho Park; Erdenebileg Batbaatar; Nipon Theera-Umpon; Keun Ho Ryu (IEEE Access, 2020)

Collaborative residual learners for automatic icd10 prediction using prescribed medications. - Yassien Shaalan; Alexander Dokumentov; Piyapong Khumrin; Krit Khwanngern; Anawat Wisetborisu; Thanakom Hatsadeang; Nattapat Karaket; Witthawin Achariyaviriya; Sansanee Auephanwiriyakul; Nipon Theera-Umpon; Terence Siganakis (CoRR, 2020)

Ensemble model for pre-discharge icd10 coding prediction. - Yassien Shaalan; Alexander Dokumentov; Piyapong Khumrin; Krit Khwanngern; Anawat Wisetborisu; Thanakom Hatsadeang; Nattapat Karaket; Witthawin Achariyaviriya; Sansanee Auephanwiriyakul; Nipon Theera-Umpon; Terence Siganakis (CoRR, 2020)

Hard exudate detection in retinal fundus images using supervised learning. - Nipon Theera-Umpon; Ittided Poonkasem; Sansanee Auephanwiriyakul; Direk Patikulsila (Neural Comput. Appl., 2020)

Unsupervised Anomaly Detection Approach for Time-Series in Multi-Domains Using Deep Reconstruction Error. - Tsatsral Amarbayasgalan; Van Huy Pham 001; Nipon Theera-Umpon; Keun Ho Ryu (Symmetry, 2020)

Emotional Piano Melodies Generation Using Long Short-Term Memory. - Khongorzul Munkhbat; Bilguun Jargalsaikhan; Tsatsral Amarbayasgalan; Nipon Theera-Umpon; Keun Ho Ryu (ACIIDS, 2021)

An Efficient Prediction Method for Coronary Heart Disease Risk Based on Two Deep Neural Networks Trained on Well-Ordered Training Datasets. - Tsatsral Amarbayasgalan; Van Huy Pham 001; Nipon Theera-Umpon; Yongjun Piao; Keun Ho Ryu (IEEE Access, 2021)

Explainable Artificial Intelligence Based Framework for Non-Communicable Diseases Prediction. - Khishigsuren Davagdorj; Jang-Whan Bae; Van Huy Pham 001; Nipon Theera-Umpon; Keun Ho Ryu (IEEE Access, 2021)

Recurrent Neural Network-Augmented Locally Adaptive Interpretable Regression for Multivariate Time-Series Forecasting. - Lkhagvadorj Munkhdalai; Tsendsuren Munkhdalai; Van Huy Pham 001; Meijing Li; Keun Ho Ryu; Nipon Theera-Umpon (IEEE Access, 2022)

Discrimination Neural Network Model for Binary Classification Tasks on Tabular Data. - Lkhagvadorj Munkhdalai; Tsendsuren Munkhdalai; Jang-Eui Hong; Van Huy Pham 001; Nipon Theera-Umpon; Keun Ho Ryu (IEEE Access, 2023)

FedFuzzy: Incorporating Fuzzy Aggregation Model into Federated Learning. - Uklid Yeesarapat; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (KST, 2025)

A Novel Linguistic Relational Fuzzy C-Means. - Peerawich Phaknonkul; Sansanee Auephanwiriyakul; Nipon Theera-Umpon (IEEE Access, 2025)