Nipon Theera-Umpon

83 papers B 15C 3Journal 39Unranked 25

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Novel Linguistic Relational Fuzzy C-Means. IEEE Access Peerawich Phaknonkul, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2025	—	`conf`	FedFuzzy: Incorporating Fuzzy Aggregation Model into Federated Learning. KST Uklid Yeesarapat, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2025	C	`conf`	Flexibly Constrained Tucker Decomposition for High-Order Spectral Analysis. MMSP Fei He, Houji Du, Nipon Theera-Umpon, Yipeng Liu, Ce Zhu
2023	J	`jnl`	Discrimination Neural Network Model for Binary Classification Tasks on Tabular Data. IEEE Access Lkhagvadorj Munkhdalai, Tsendsuren Munkhdalai, Jang-Eui Hong, Van Huy Pham, Nipon Theera-Umpon, Keun Ho Ryu
2022	J	`jnl`	Recurrent Neural Network-Augmented Locally Adaptive Interpretable Regression for Multivariate Time-Series Forecasting. IEEE Access Lkhagvadorj Munkhdalai, Tsendsuren Munkhdalai, Van Huy Pham, Meijing Li, Keun Ho Ryu, Nipon Theera-Umpon
2021	J	`jnl`	An Efficient Prediction Method for Coronary Heart Disease Risk Based on Two Deep Neural Networks Trained on Well-Ordered Training Datasets. IEEE Access Tsatsral Amarbayasgalan, Van Huy Pham, Nipon Theera-Umpon, Yongjun Piao, Keun Ho Ryu
2021	B	`conf`	Emotional Piano Melodies Generation Using Long Short-Term Memory. ACIIDS Khongorzul Munkhbat, Bilguun Jargalsaikhan, Tsatsral Amarbayasgalan, Nipon Theera-Umpon, Keun Ho Ryu
2021	J	`jnl`	Explainable Artificial Intelligence Based Framework for Non-Communicable Diseases Prediction. IEEE Access Khishigsuren Davagdorj, Jang-Whan Bae, Van Huy Pham, Nipon Theera-Umpon, Keun Ho Ryu
2020	J	`jnl`	Collaborative residual learners for automatic icd10 prediction using prescribed medications. CoRR Yassien Shaalan, Alexander Dokumentov, Piyapong Khumrin, Krit Khwanngern, Anawat Wisetborisu, Thanakom Hatsadeang, Nattapat Karaket, Witthawin Achariyaviriya, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Terence Siganakis
2020	J	`jnl`	Deep Learning-Based Demand Forecasting for Korean Postal Delivery Service. IEEE Access Lkhagvadorj Munkhdalai, Kwang-Ho Park, Erdenebileg Batbaatar, Nipon Theera-Umpon, Keun Ho Ryu
2020	J	`jnl`	Ensemble model for pre-discharge icd10 coding prediction. CoRR Yassien Shaalan, Alexander Dokumentov, Piyapong Khumrin, Krit Khwanngern, Anawat Wisetborisu, Thanakom Hatsadeang, Nattapat Karaket, Witthawin Achariyaviriya, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Terence Siganakis
2020	J	`jnl`	Hard exudate detection in retinal fundus images using supervised learning. Neural Comput. Appl. Nipon Theera-Umpon, Ittided Poonkasem, Sansanee Auephanwiriyakul, Direk Patikulsila
2020	J	`jnl`	Unsupervised Anomaly Detection Approach for Time-Series in Multi-Domains Using Deep Reconstruction Error. Symmetry Tsatsral Amarbayasgalan, Van Huy Pham, Nipon Theera-Umpon, Keun Ho Ryu
2020	—	`conf`	VAR-GRU: A Hybrid Model for Multivariate Financial Time Series Prediction. ACIIDS (2) Lkhagvadorj Munkhdalai, Meijing Li, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Keun Ho Ryu
2019	J	`jnl`	A string grammar possibilistic-fuzzy C-medians. Soft Comput. Atcharin Klomsae, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2019	—	`conf`	Companies Trading Signs Prediction Using Fuzzy Hybrid Operator with Swarm Optimization Algorithms. ICO Panuwit Pholkerd, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2019	J	`jnl`	Diagnosis of diabetic retinopathy based on holistic texture and local retinal features. Inf. Sci. Luis Frazao, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
2019	—	`conf`	Image-Based Silkworm Egg Classification and Counting Using Counting Neural Network. ICMLSC Supachaya Prathan, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Sanparith Marukatat
2019	—	`conf`	Person Identification from Ear Images Using Convolutional Neural Networks. ICCSCE Natchapon Petaitiemthong, Potsawat Chuenpet, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2019	J	`jnl`	Space Independent Image Registration Using Curve-Based Method with Combination of Multiple Deformable Vector Fields. Symmetry Anirut Watcharawipha, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
2018	J	`jnl`	A twin-hyperellipsoidal support vector classifier. J. Intell. Fuzzy Syst. Kasemsit Teeyapan, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
2018	J	`jnl`	Design of Wearable Radio Frequency Identification Antenna. Wirel. Pers. Commun. Eng Gee Lim, Jing Chen Wang, Gerry Juans, Zhao Wang, Mark Leach, Sanghyuk Lee, Nipon Theera-Umpon
2018	J	`jnl`	Face recognition technology development with Gabor, PCA and SVM methodology under illumination normalization condition. Clust. Comput. Meijing Li, Xiuming Yu, Keun Ho Ryu, Sanghyuk Lee, Nipon Theera-Umpon
2018	J	`jnl`	Learning vector quantization inference classifier in breast abnormality classification. J. Intell. Fuzzy Syst. Chakkraphop Maisen, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2018	J	`jnl`	String Grammar Unsupervised Possibilistic Fuzzy C-Medians for Gait Pattern Classification in Patients with Neurodegenerative Diseases. Comput. Intell. Neurosci. Atcharin Klomsae, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2018	J	`jnl`	Verifying Secure Authentication Protocol for Communication between IoT-based Medical Devices. J. Univers. Comput. Sci. Nipon Theera-Umpon, Kun-Hee Han, Woo-Sik Bae, Sanghyuk Lee, Van Huy Pham
2017	—	`conf`	A Novel Learning Vector Quantization Inference Classifier. ACIIDS (1) Chakkraphop Maisen, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2017	J	`jnl`	A Novel String Grammar Unsupervised Possibilistic C-Medians Algorithm for Sign Language Translation Systems. Symmetry Atcharin Klomsae, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2017	J	`jnl`	A string grammar fuzzy-possibilistic C-medians. Appl. Soft Comput. Atcharin Klomsae, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2017	J	`jnl`	Analysis of a Similarity Measure for Non-Overlapped Data. Symmetry Sanghyuk Lee, Jaehoon Cha, Nipon Theera-Umpon, Kyeong Soo Kim
2017	J	`jnl`	Ellipsoidal support vector data description. Neural Comput. Appl. Kasemsit Teeyapan, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
2017	—	`conf`	Fetal electrocardiogram extraction by independent component analysis. ICCSCE Panason Manorost, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
2017	B	`conf`	Human and dog movement recognition using fuzzy inference system with automatically generated membership functions. FUZZ-IEEE Chukit Ruanpeng, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2017	—	`conf`	Imaginary hand movement classification using electroencephalography. ICCSCE Pornwitcha Somsap, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
2017	—	`conf`	Microarray data classification using neuro-fuzzy classifier with firefly algorithm. SSCI Panudech Jinthanasatian, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2016	J	`jnl`	Automatic cardiac T2* relaxation time estimation from magnetic resonance images using region growing method with automatically initialized seed points. Comput. Methods Programs Biomed. Kittichai Wantanajittikul, Nipon Theera-Umpon, Suwit Saekho, Sansanee Auephanwiriyakul, Arintaya Phrommintikul, Krit Leemasawat
2016	—	`conf`	Face recognition using string grammar fuzzy K-nearest neighbor. KST Payungsak Kasemsumran, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2016	—	`conf`	Facial Expression Recognition Using String Grammar Fuzzy K-Nearest Neighbor. ICCSA (2) Payungsak Kasemsumran, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2016	C	`conf`	Messages from the technical program chairs. CIBCB Nipon Theera-Umpon, Mihail Popescu, Patiwet Wuttisarnwattana
2016	B	`conf`	Multilayer perceptron with Cuckoo search in water level prediction for flood forecasting. IJCNN Suwannee Phitakwinai, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2016	—	`ch.`	Synthetic Aperture Radar (SAR) Automatic Target Recognition (ATR) Using Fuzzy Co-occurrence Matrix Texture Features. Recent Advances in Computational Intelligence in Defense and Security Sansanee Auephanwiriyakul, Yutthana Munklang, Nipon Theera-Umpon
2016	J	`jnl`	Top- Symmetry Ukrit Marung, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
2015	B	`conf`	A novel string grammar fuzzy C-medians. FUZZ-IEEE Atcharin Klomsae, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2015	—	`conf`	Application of support vector based methods for cervical cancer cell classification. ICCSCE Kasemsit Teeyapan, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
2015	—	`conf`	Automatic Detection of Yeast and Pseudohyphal Form Cells in the Human Pathogen Candida Glabrata. ICIC (3) Luis Frazao, Rui Santos, Miguel Cacho Teixeira, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
2015	—	`conf`	Fully automatic cardiac T2* relaxation time estimation using marker-controlled watershed. ICCSCE Kittichai Wantanajittikul, Suwit Saekho, Arintaya Phrommintikul, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Monruedee Tapanya, Busakol Ngammuang
2014	B	`conf`	Architectural distortion detection from mammograms using support vector machine. IJCNN Orawan Netprasat, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2014	J	`jnl`	Automatic cervical cell segmentation and classification in Pap smears. Comput. Methods Programs Biomed. Thanatip Chankong, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
2014	C	`conf`	Dental fluorosis classification using multi-prototypes from fuzzy C-means clustering. CIBCB Uklid Yeesarapat, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Chatpat Kongpun
2014	B	`conf`	Fuzzy perceptron with pocket algorithm in postoperative patient data set. FUZZ-IEEE Suwannee Phitakwinai, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2013	—	`conf`	A Novel Fuzzy Co-occurrence Matrix for Texture Feature Extraction. ICCSA (3) Yutthana Munklang, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2013	—	`conf`	Fall detection algorithm using linear prediction model. ISIE Yuphawadee Nathasitsophon, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2013	B	`conf`	Multi-prototype fuzzy clustering with fuzzy K-nearest neighbor for off-line human action recognition. FUZZ-IEEE Ritipong Wongkhuenkaew, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2013	J	`jnl`	Thai sign language translation using Scale Invariant Feature Transform and Hidden Markov Models. Pattern Recognit. Lett. Sansanee Auephanwiriyakul, Suwannee Phitakwinai, Wattanapong Suttapak, Phonkrit Chanda, Nipon Theera-Umpon
2012	—	`conf`	Electrocardiogram reconstruction using support vector regression. ISSPIT Anusorn Yodjaiphet, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
2012	B	`conf`	Extracting route information from hand-drawn map using fuzzy vector. FUZZ-IEEE Boonyarit Samakrob, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2012	—	`conf`	Fully automatic brain segmentation for Alzheimer's disease detection from magnetic resonance images. SCIS&ISIS Chaturaphat Tanchi, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
2012	B	`conf`	Thai sign language translation system using upright speed-up robust feature and c-means clustering. FUZZ-IEEE Phonkrit Chanda, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2011	J	`jnl`	Automatic Nevirapine concentration interpretation system using support vector regression. Comput. Methods Programs Biomed. Sansanee Auephanwiriyakul, Ekkalak Sumonphan, Nipon Theera-Umpon, Chatchai Tayapiwatana
2011	J	`jnl`	Bone Age Assessment in Young Children Using Automatic Carpal Bone Feature Extraction and Support Vector Regression. J. Digit. Imaging Krit Somkantha, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
2011	J	`jnl`	Boundary Detection in Medical Images Using Edge Following Algorithm Based on Intensity Gradient and Texture Gradient Features. IEEE Trans. Biomed. Eng. Krit Somkantha, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
2011	—	`conf`	Eye-gaze distance estimation based on gray-level intensity of image patch. ISPACS Wirot Ponglangka, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
2011	B	`conf`	Navigation system of mobile robot in an uncertain environment using type-2 fuzzy modelling. FUZZ-IEEE Sittichok Junratanasiri, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2011	J	`jnl`	Phoneme and tonal accent recognition for Thai speech. Expert Syst. Appl. Nipon Theera-Umpon, Suppakarn Chansareewittaya, Sansanee Auephanwiriyakul
2011	—	`conf`	Visual clustering method using genetic algorithm and image manipulation. ISPACS Ukrit Marung, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
2010	B	`conf`	Microcalcification detection in mammograms using interval type-2 fuzzy logic system with automatic membership function generation. FUZZ-IEEE Suraphon Chumklin, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2008	B	`conf`	River basin flood prediction using support vector machines. IJCNN Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Sitawit Suteepohnwiroj, Jonglak Pahasha, Kittichai Wantanajittikul
2008	—	`conf`	Thai Sign Language Translation Using Fuzzy C-Means and Scale Invariant Feature Transform. ICCSA (2) Suwannee Phitakwinai, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2007	—	`conf`	Ionospheric F-Layer Critical Frequency Estimation from Digital Ionogram Analysis. ICCSA (3) Nipon Theera-Umpon
2007	B	`conf`	Microcalcification Detection in Mammograms Using Interval Type-2 Fuzzy Logic System. FUZZ-IEEE Sutasinee Thovutikul, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2007	J	`jnl`	Morphological Granulometric Features of Nucleus in Automatic Bone Marrow White Blood Cell Classification. IEEE Trans. Inf. Technol. Biomed. Nipon Theera-Umpon, Sompong Dhompongsa
2007	J	`jnl`	Unexploded Ordnance Detection Using Region of Interest in Range Domain of Ground Penetrating Radar. J. Adv. Comput. Intell. Intell. Informatics Nipon Theera-Umpon
2005	B	`conf`	Breast Abnormality Detection in Mammograms Using Fuzzy Inference System. FUZZ-IEEE Sansanee Auephanwiriyakul, Siripen Attrapadung, Sutasinee Thovutikul, Nipon Theera-Umpon
2005	—	`conf`	White Blood Cell Segmentation and Classification in Microscopic Bone Marrow Images. FSKD (2) Nipon Theera-Umpon
2004	J	`jnl`	Comparison of Linguistic and Regular Hard C-Means in Postoperative Patient Data. J. Adv. Comput. Intell. Intell. Informatics Sansanee Auephanwiriyakul, Nipon Theera-Umpon
2004	J	`jnl`	Editorial: Special Issue on Selected Papers from InTech'03. J. Adv. Comput. Intell. Intell. Informatics Pratit Santiprabhob, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
2004	J	`jnl`	Leeway Prediction of Oceanic Disastrous Target via Support Vector Regression. J. Adv. Comput. Intell. Intell. Informatics Nipon Theera-Umpon, Udomsak Boonprasert
2003	—	`conf`	Support vector regression based adaptive power system stabilizer. ISCAS (3) Udomsak Boonprasert, Nipon Theera-Umpon, C. Rakpenthai
2002	J	`jnl`	System-level training of neural networks for counting white blood cells. IEEE Trans. Syst. Man Cybern. Part C Nipon Theera-Umpon, Paul D. Gader
2001	J	`jnl`	Non-homothetic granulometric mixing theory with application to blood cell counting. Pattern Recognit. Nipon Theera-Umpon, Edward R. Dougherty, Paul D. Gader
2000	J	`jnl`	Counting white blood cells using morphological granulometries. J. Electronic Imaging Nipon Theera-Umpon, Paul D. Gader
2000	B	`conf`	Training Neural Networks to Count White Blood Cells via a Minimum Counting Error Objective Function. ICPR Nipon Theera-Umpon, Paul D. Gader
1999	—	`conf`	Automated white blood cell counting via classification-free granulometric methods. Electronic Imaging: Nonlinear Image Processing Nipon Theera-Umpon, Paul D. Gader