Nipon Theera-Umpon

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 38

Top Topics

Neurodegenerative Diseases

Fuzzy Classifier

Nearest Neighbor

Top Venues

Publications

Lkhagvadorj Munkhdalai, Tsendsuren Munkhdalai, Jang-Eui Hong, Van Huy Pham, Nipon Theera-Umpon, Keun Ho Ryu
Discrimination Neural Network Model for Binary Classification Tasks on Tabular Data. IEEE Access 11 (2023)
Lkhagvadorj Munkhdalai, Tsendsuren Munkhdalai, Van Huy Pham, Meijing Li, Keun Ho Ryu, Nipon Theera-Umpon
Recurrent Neural Network-Augmented Locally Adaptive Interpretable Regression for Multivariate Time-Series Forecasting. IEEE Access 10 (2022)
Khongorzul Munkhbat, Bilguun Jargalsaikhan, Tsatsral Amarbayasgalan, Nipon Theera-Umpon, Keun Ho Ryu
Emotional Piano Melodies Generation Using Long Short-Term Memory. ACIIDS (2021)
Tsatsral Amarbayasgalan, Van Huy Pham, Nipon Theera-Umpon, Yongjun Piao, Keun Ho Ryu
An Efficient Prediction Method for Coronary Heart Disease Risk Based on Two Deep Neural Networks Trained on Well-Ordered Training Datasets. IEEE Access 9 (2021)
Khishigsuren Davagdorj, Jang-Whan Bae, Van Huy Pham, Nipon Theera-Umpon, Keun Ho Ryu
Explainable Artificial Intelligence Based Framework for Non-Communicable Diseases Prediction. IEEE Access 9 (2021)
Lkhagvadorj Munkhdalai, Kwang-Ho Park, Erdenebileg Batbaatar, Nipon Theera-Umpon, Keun Ho Ryu
Deep Learning-Based Demand Forecasting for Korean Postal Delivery Service. IEEE Access 8 (2020)
Tsatsral Amarbayasgalan, Van Huy Pham, Nipon Theera-Umpon, Keun Ho Ryu
Unsupervised Anomaly Detection Approach for Time-Series in Multi-Domains Using Deep Reconstruction Error. Symmetry 12 (8) (2020)
Yassien Shaalan, Alexander Dokumentov, Piyapong Khumrin, Krit Khwanngern, Anawat Wisetborisu, Thanakom Hatsadeang, Nattapat Karaket, Witthawin Achariyaviriya, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Terence Siganakis
Ensemble model for pre-discharge icd10 coding prediction. CoRR (2020)
Yassien Shaalan, Alexander Dokumentov, Piyapong Khumrin, Krit Khwanngern, Anawat Wisetborisu, Thanakom Hatsadeang, Nattapat Karaket, Witthawin Achariyaviriya, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Terence Siganakis
Collaborative residual learners for automatic icd10 prediction using prescribed medications. CoRR (2020)
Nipon Theera-Umpon, Ittided Poonkasem, Sansanee Auephanwiriyakul, Direk Patikulsila
Hard exudate detection in retinal fundus images using supervised learning. Neural Comput. Appl. 32 (17) (2020)
Lkhagvadorj Munkhdalai, Meijing Li, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Keun Ho Ryu
VAR-GRU: A Hybrid Model for Multivariate Financial Time Series Prediction. ACIIDS (2) (2020)
Anirut Watcharawipha, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
Space Independent Image Registration Using Curve-Based Method with Combination of Multiple Deformable Vector Fields. Symmetry 11 (10) (2019)
Luis Frazao, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
Diagnosis of diabetic retinopathy based on holistic texture and local retinal features. Inf. Sci. 475 (2019)
Supachaya Prathan, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Sanparith Marukatat
Image-Based Silkworm Egg Classification and Counting Using Counting Neural Network. ICMLSC (2019)
Panuwit Pholkerd, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Companies Trading Signs Prediction Using Fuzzy Hybrid Operator with Swarm Optimization Algorithms. ICO (2019)
Natchapon Petaitiemthong, Potsawat Chuenpet, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Person Identification from Ear Images Using Convolutional Neural Networks. ICCSCE (2019)
Atcharin Klomsae, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
A string grammar possibilistic-fuzzy C-medians. Soft Comput. 23 (17) (2019)
Eng Gee Lim, Jing Chen Wang, Gerry Juans, Zhao Wang, Mark Leach, Sanghyuk Lee, Nipon Theera-Umpon
Design of Wearable Radio Frequency Identification Antenna. Wirel. Pers. Commun. 98 (4) (2018)
Chakkraphop Maisen, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Learning vector quantization inference classifier in breast abnormality classification. J. Intell. Fuzzy Syst. 35 (6) (2018)
Atcharin Klomsae, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
String Grammar Unsupervised Possibilistic Fuzzy C-Medians for Gait Pattern Classification in Patients with Neurodegenerative Diseases. Comput. Intell. Neurosci. 2018 (2018)
Kasemsit Teeyapan, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
A twin-hyperellipsoidal support vector classifier. J. Intell. Fuzzy Syst. 35 (6) (2018)
Meijing Li, Xiuming Yu, Keun Ho Ryu, Sanghyuk Lee, Nipon Theera-Umpon
Face recognition technology development with Gabor, PCA and SVM methodology under illumination normalization condition. Clust. Comput. 21 (1) (2018)
Nipon Theera-Umpon, Kun-Hee Han, Woo-Sik Bae, Sanghyuk Lee, Van Huy Pham
Verifying Secure Authentication Protocol for Communication between IoT-based Medical Devices. J. Univers. Comput. Sci. 24 (9) (2018)
Panason Manorost, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
Fetal electrocardiogram extraction by independent component analysis. ICCSCE (2017)
Kasemsit Teeyapan, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
Ellipsoidal support vector data description. Neural Comput. Appl. 28 (S-1) (2017)
Sanghyuk Lee, Jaehoon Cha, Nipon Theera-Umpon, Kyeong Soo Kim
Analysis of a Similarity Measure for Non-Overlapped Data. Symmetry 9 (5) (2017)
Atcharin Klomsae, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
A Novel String Grammar Unsupervised Possibilistic C-Medians Algorithm for Sign Language Translation Systems. Symmetry 9 (12) (2017)
Chukit Ruanpeng, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Human and dog movement recognition using fuzzy inference system with automatically generated membership functions. FUZZ-IEEE (2017)
Atcharin Klomsae, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
A string grammar fuzzy-possibilistic C-medians. Appl. Soft Comput. 57 (2017)
Panudech Jinthanasatian, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Microarray data classification using neuro-fuzzy classifier with firefly algorithm. SSCI (2017)
Pornwitcha Somsap, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
Imaginary hand movement classification using electroencephalography. ICCSCE (2017)
Chakkraphop Maisen, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
A Novel Learning Vector Quantization Inference Classifier. ACIIDS (1) (2017)
Nipon Theera-Umpon, Mihail Popescu, Patiwet Wuttisarnwattana
Messages from the technical program chairs. CIBCB (2016)
Ukrit Marung, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
Recommender Systems Using Genetic Algorithm-Based Visual-Clustering Methods. Symmetry 8 (7) (2016)
Payungsak Kasemsumran, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Face recognition using string grammar fuzzy K-nearest neighbor. KST (2016)
Payungsak Kasemsumran, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Facial Expression Recognition Using String Grammar Fuzzy K-Nearest Neighbor. ICCSA (2) (2016)
Suwannee Phitakwinai, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Multilayer perceptron with Cuckoo search in water level prediction for flood forecasting. IJCNN (2016)
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. Comput. Methods Programs Biomed. 130 (2016)
Atcharin Klomsae, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
A novel string grammar fuzzy C-medians. FUZZ-IEEE (2015)
Luis Frazao, Rui Santos, Miguel Cacho Teixeira, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
Automatic Detection of Yeast and Pseudohyphal Form Cells in the Human Pathogen Candida Glabrata. ICIC (3) (2015)
Kittichai Wantanajittikul, Suwit Saekho, Arintaya Phrommintikul, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Monruedee Tapanya, Busakol Ngammuang
Fully automatic cardiac T2* relaxation time estimation using marker-controlled watershed. ICCSCE (2015)
Kasemsit Teeyapan, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
Application of support vector based methods for cervical cancer cell classification. ICCSCE (2015)
Orawan Netprasat, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Architectural distortion detection from mammograms using support vector machine. IJCNN (2014)
Uklid Yeesarapat, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Chatpat Kongpun
Dental fluorosis classification using multi-prototypes from fuzzy C-means clustering. CIBCB (2014)
Thanatip Chankong, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
Automatic cervical cell segmentation and classification in Pap smears. Comput. Methods Programs Biomed. 113 (2) (2014)
Suwannee Phitakwinai, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Fuzzy perceptron with pocket algorithm in postoperative patient data set. FUZZ-IEEE (2014)
Yutthana Munklang, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
A Novel Fuzzy Co-occurrence Matrix for Texture Feature Extraction. ICCSA (3) (2013)
Yuphawadee Nathasitsophon, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Fall detection algorithm using linear prediction model. ISIE (2013)
Sansanee Auephanwiriyakul, Suwannee Phitakwinai, Wattanapong Suttapak, Phonkrit Chanda, Nipon Theera-Umpon
Thai sign language translation using Scale Invariant Feature Transform and Hidden Markov Models. Pattern Recognit. Lett. 34 (11) (2013)
Ritipong Wongkhuenkaew, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Multi-prototype fuzzy clustering with fuzzy K-nearest neighbor for off-line human action recognition. FUZZ-IEEE (2013)
Boonyarit Samakrob, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Extracting route information from hand-drawn map using fuzzy vector. FUZZ-IEEE (2012)
Chaturaphat Tanchi, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
Fully automatic brain segmentation for Alzheimer's disease detection from magnetic resonance images. SCIS&ISIS (2012)
Phonkrit Chanda, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Thai sign language translation system using upright speed-up robust feature and c-means clustering. FUZZ-IEEE (2012)
Anusorn Yodjaiphet, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
Electrocardiogram reconstruction using support vector regression. ISSPIT (2012)
Nipon Theera-Umpon, Suppakarn Chansareewittaya, Sansanee Auephanwiriyakul
Phoneme and tonal accent recognition for Thai speech. Expert Syst. Appl. 38 (10) (2011)
Krit Somkantha, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
Bone Age Assessment in Young Children Using Automatic Carpal Bone Feature Extraction and Support Vector Regression. J. Digit. Imaging 24 (6) (2011)
Sansanee Auephanwiriyakul, Ekkalak Sumonphan, Nipon Theera-Umpon, Chatchai Tayapiwatana
Automatic Nevirapine concentration interpretation system using support vector regression. Comput. Methods Programs Biomed. 101 (3) (2011)
Ukrit Marung, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
Visual clustering method using genetic algorithm and image manipulation. ISPACS (2011)
Sittichok Junratanasiri, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Navigation system of mobile robot in an uncertain environment using type-2 fuzzy modelling. FUZZ-IEEE (2011)
Wirot Ponglangka, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
Eye-gaze distance estimation based on gray-level intensity of image patch. ISPACS (2011)
Krit Somkantha, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
Boundary Detection in Medical Images Using Edge Following Algorithm Based on Intensity Gradient and Texture Gradient Features. IEEE Trans. Biomed. Eng. 58 (3) (2011)
Suraphon Chumklin, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Microcalcification detection in mammograms using interval type-2 fuzzy logic system with automatic membership function generation. FUZZ-IEEE (2010)
Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Sitawit Suteepohnwiroj, Jonglak Pahasha, Kittichai Wantanajittikul
River basin flood prediction using support vector machines. IJCNN (2008)
Suwannee Phitakwinai, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Thai Sign Language Translation Using Fuzzy C-Means and Scale Invariant Feature Transform. ICCSA (2) (2008)
Nipon Theera-Umpon, Sompong Dhompongsa
Morphological Granulometric Features of Nucleus in Automatic Bone Marrow White Blood Cell Classification. IEEE Trans. Inf. Technol. Biomed. 11 (3) (2007)
Sutasinee Thovutikul, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Microcalcification Detection in Mammograms Using Interval Type-2 Fuzzy Logic System. FUZZ-IEEE (2007)
Nipon Theera-Umpon
Ionospheric F-Layer Critical Frequency Estimation from Digital Ionogram Analysis. ICCSA (3) (2007)
Nipon Theera-Umpon
Unexploded Ordnance Detection Using Region of Interest in Range Domain of Ground Penetrating Radar. J. Adv. Comput. Intell. Intell. Informatics 11 (10) (2007)
Nipon Theera-Umpon
White Blood Cell Segmentation and Classification in Microscopic Bone Marrow Images. FSKD (2) (2005)
Sansanee Auephanwiriyakul, Siripen Attrapadung, Sutasinee Thovutikul, Nipon Theera-Umpon
Breast Abnormality Detection in Mammograms Using Fuzzy Inference System. FUZZ-IEEE (2005)
Pratit Santiprabhob, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
Editorial: Special Issue on Selected Papers from InTech'03. J. Adv. Comput. Intell. Intell. Informatics 8 (6) (2004)
Sansanee Auephanwiriyakul, Nipon Theera-Umpon
Comparison of Linguistic and Regular Hard C-Means in Postoperative Patient Data. J. Adv. Comput. Intell. Intell. Informatics 8 (6) (2004)
Nipon Theera-Umpon, Udomsak Boonprasert
Leeway Prediction of Oceanic Disastrous Target via Support Vector Regression. J. Adv. Comput. Intell. Intell. Informatics 8 (6) (2004)
Udomsak Boonprasert, Nipon Theera-Umpon, C. Rakpenthai
Support vector regression based adaptive power system stabilizer. ISCAS (3) (2003)
Nipon Theera-Umpon, Paul D. Gader
System-level training of neural networks for counting white blood cells. IEEE Trans. Syst. Man Cybern. Part C 32 (1) (2002)
Nipon Theera-Umpon, Edward R. Dougherty, Paul D. Gader
Non-homothetic granulometric mixing theory with application to blood cell counting. Pattern Recognit. 34 (12) (2001)
Nipon Theera-Umpon, Paul D. Gader
Counting white blood cells using morphological granulometries. J. Electronic Imaging 9 (2) (2000)
Nipon Theera-Umpon, Paul D. Gader
Training Neural Networks to Count White Blood Cells via a Minimum Counting Error Objective Function. ICPR (2000)
Nipon Theera-Umpon, Paul D. Gader
Automated white blood cell counting via classification-free granulometric methods. Electronic Imaging: Nonlinear Image Processing (1999)