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2020 – today
- 2023
[j36]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: 15404-15418 (2023)- 2022
- [j35]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: 11871-11885 (2022) - 2021
- [j34]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: 123672-123688 (2021) - [j33]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: 135210-135223 (2021) - [c41]Khongorzul Munkhbat, Bilguun Jargalsaikhan, Tsatsral Amarbayasgalan, Nipon Theera-Umpon, Keun Ho Ryu:
Emotional Piano Melodies Generation Using Long Short-Term Memory. ACIIDS 2021: 667-677 - 2020
- [j32]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: 188135-188145 (2020) - [j31]Nipon Theera-Umpon, Ittided Poonkasem, Sansanee Auephanwiriyakul, Direk Patikulsila:
Hard exudate detection in retinal fundus images using supervised learning. Neural Comput. Appl. 32(17): 13079-13096 (2020) - [j30]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): 1251 (2020) - [c40]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: 322-332 - [i2]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 abs/2012.11327 (2020) - [i1]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 abs/2012.11333 (2020)
2010 – 2019
- 2019
- [j29]Luis Frazao, Nipon Theera-Umpon, Sansanee Auephanwiriyakul:
Diagnosis of diabetic retinopathy based on holistic texture and local retinal features. Inf. Sci. 475: 44-66 (2019) - [j28]Atcharin Klomsae, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
A string grammar possibilistic-fuzzy C-medians. Soft Comput. 23(17): 7637-7653 (2019) - [j27]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): 1210 (2019) - [c39]Natchapon Petaitiemthong, Potsawat Chuenpet, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
Person Identification from Ear Images Using Convolutional Neural Networks. ICCSCE 2019: 148-151 - [c38]Supachaya Prathan, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Sanparith Marukatat:
Image-Based Silkworm Egg Classification and Counting Using Counting Neural Network. ICMLSC 2019: 21-26 - [c37]Panuwit Pholkerd, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
Companies Trading Signs Prediction Using Fuzzy Hybrid Operator with Swarm Optimization Algorithms. ICO 2019: 420-429 - 2018
- [j26]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: 1869565:1-1869565:10 (2018) - [j25]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): 1117-1126 (2018) - [j24]Chakkraphop Maisen, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
Learning vector quantization inference classifier in breast abnormality classification. J. Intell. Fuzzy Syst. 35(6): 6101-6116 (2018) - [j23]Kasemsit Teeyapan, Nipon Theera-Umpon, Sansanee Auephanwiriyakul:
A twin-hyperellipsoidal support vector classifier. J. Intell. Fuzzy Syst. 35(6): 6141-6152 (2018) - [j22]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): 1258-1270 (2018) - [j21]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): 3059-3070 (2018) - 2017
- [j20]Atcharin Klomsae, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
A string grammar fuzzy-possibilistic C-medians. Appl. Soft Comput. 57: 684-695 (2017) - [j19]Kasemsit Teeyapan, Nipon Theera-Umpon, Sansanee Auephanwiriyakul:
Ellipsoidal support vector data description. Neural Comput. Appl. 28(S-1): 337-347 (2017) - [j18]Sanghyuk Lee, Jaehoon Cha, Nipon Theera-Umpon, Kyeong Soo Kim:
Analysis of a Similarity Measure for Non-Overlapped Data. Symmetry 9(5): 68 (2017) - [j17]Atcharin Klomsae, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
A Novel String Grammar Unsupervised Possibilistic C-Medians Algorithm for Sign Language Translation Systems. Symmetry 9(12): 321 (2017) - [c36]Chakkraphop Maisen, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
A Novel Learning Vector Quantization Inference Classifier. ACIIDS (1) 2017: 528-544 - [c35]Chukit Ruanpeng, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
Human and dog movement recognition using fuzzy inference system with automatically generated membership functions. FUZZ-IEEE 2017: 1-5 - [c34]Panason Manorost, Nipon Theera-Umpon, Sansanee Auephanwiriyakul:
Fetal electrocardiogram extraction by independent component analysis. ICCSCE 2017: 220-225 - [c33]Pornwitcha Somsap, Nipon Theera-Umpon, Sansanee Auephanwiriyakul:
Imaginary hand movement classification using electroencephalography. ICCSCE 2017: 263-268 - [c32]Panudech Jinthanasatian, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
Microarray data classification using neuro-fuzzy classifier with firefly algorithm. SSCI 2017: 1-6 - 2016
- [j16]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: 76-86 (2016) - [j15]Ukrit Marung, Nipon Theera-Umpon, Sansanee Auephanwiriyakul:
Top-N Recommender Systems Using Genetic Algorithm-Based Visual-Clustering Methods. Symmetry 8(7): 54 (2016) - [c31]Nipon Theera-Umpon, Mihail Popescu, Patiwet Wuttisarnwattana:
Messages from the technical program chairs. CIBCB 2016: 1 - [c30]Payungsak Kasemsumran, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
Facial Expression Recognition Using String Grammar Fuzzy K-Nearest Neighbor. ICCSA (2) 2016: 584-596 - [c29]Suwannee Phitakwinai, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
Multilayer perceptron with Cuckoo search in water level prediction for flood forecasting. IJCNN 2016: 519-524 - [c28]Payungsak Kasemsumran, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
Face recognition using string grammar fuzzy K-nearest neighbor. KST 2016: 55-59 - [p1]Sansanee Auephanwiriyakul, Yutthana Munklang, Nipon Theera-Umpon:
Synthetic Aperture Radar (SAR) Automatic Target Recognition (ATR) Using Fuzzy Co-occurrence Matrix Texture Features. Recent Advances in Computational Intelligence in Defense and Security 2016: 467-489 - 2015
- [c27]Atcharin Klomsae, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
A novel string grammar fuzzy C-medians. FUZZ-IEEE 2015: 1-5 - [c26]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: 377-382 - [c25]Kasemsit Teeyapan, Nipon Theera-Umpon, Sansanee Auephanwiriyakul:
Application of support vector based methods for cervical cancer cell classification. ICCSCE 2015: 514-519 - [c24]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: 669-678 - 2014
- [j14]Thanatip Chankong, Nipon Theera-Umpon, Sansanee Auephanwiriyakul:
Automatic cervical cell segmentation and classification in Pap smears. Comput. Methods Programs Biomed. 113(2): 539-556 (2014) - [c23]Uklid Yeesarapat, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Chatpat Kongpun:
Dental fluorosis classification using multi-prototypes from fuzzy C-means clustering. CIBCB 2014: 1-5 - [c22]Suwannee Phitakwinai, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
Fuzzy perceptron with pocket algorithm in postoperative patient data set. FUZZ-IEEE 2014: 818-824 - [c21]Orawan Netprasat, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
Architectural distortion detection from mammograms using support vector machine. IJCNN 2014: 3258-3264 - 2013
- [j13]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): 1291-1298 (2013) - [c20]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: 1-7 - [c19]Yutthana Munklang, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
A Novel Fuzzy Co-occurrence Matrix for Texture Feature Extraction. ICCSA (3) 2013: 246-257 - [c18]Yuphawadee Nathasitsophon, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
Fall detection algorithm using linear prediction model. ISIE 2013: 1-6 - 2012
- [c17]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: 1-6 - [c16]Boonyarit Samakrob, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
Extracting route information from hand-drawn map using fuzzy vector. FUZZ-IEEE 2012: 1-7 - [c15]Anusorn Yodjaiphet, Nipon Theera-Umpon, Sansanee Auephanwiriyakul:
Electrocardiogram reconstruction using support vector regression. ISSPIT 2012: 269-273 - [c14]Chaturaphat Tanchi, Nipon Theera-Umpon, Sansanee Auephanwiriyakul:
Fully automatic brain segmentation for Alzheimer's disease detection from magnetic resonance images. SCIS&ISIS 2012: 1393-1396 - 2011
- [j12]Sansanee Auephanwiriyakul, Ekkalak Sumonphan, Nipon Theera-Umpon, Chatchai Tayapiwatana:
Automatic Nevirapine concentration interpretation system using support vector regression. Comput. Methods Programs Biomed. 101(3): 271-281 (2011) - [j11]Nipon Theera-Umpon, Suppakarn Chansareewittaya, Sansanee Auephanwiriyakul:
Phoneme and tonal accent recognition for Thai speech. Expert Syst. Appl. 38(10): 13254-13259 (2011) - [j10]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): 1044-1058 (2011) - [j9]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): 567-573 (2011) - [c13]Sittichok Junratanasiri, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
Navigation system of mobile robot in an uncertain environment using type-2 fuzzy modelling. FUZZ-IEEE 2011: 1171-1178 - [c12]Ukrit Marung, Nipon Theera-Umpon, Sansanee Auephanwiriyakul:
Visual clustering method using genetic algorithm and image manipulation. ISPACS 2011: 1-5 - [c11]Wirot Ponglangka, Nipon Theera-Umpon, Sansanee Auephanwiriyakul:
Eye-gaze distance estimation based on gray-level intensity of image patch. ISPACS 2011: 1-5 - 2010
- [c10]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: 1-7
2000 – 2009
- 2008
- [c9]Suwannee Phitakwinai, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
Thai Sign Language Translation Using Fuzzy C-Means and Scale Invariant Feature Transform. ICCSA (2) 2008: 1107-1119 - [c8]Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Sitawit Suteepohnwiroj, Jonglak Pahasha, Kittichai Wantanajittikul:
River basin flood prediction using support vector machines. IJCNN 2008: 3039-3043 - 2007
- [j8]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): 1184-1188 (2007) - [j7]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): 353-359 (2007) - [c7]Sutasinee Thovutikul, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
Microcalcification Detection in Mammograms Using Interval Type-2 Fuzzy Logic System. FUZZ-IEEE 2007: 1-5 - [c6]Nipon Theera-Umpon:
Ionospheric F-Layer Critical Frequency Estimation from Digital Ionogram Analysis. ICCSA (3) 2007: 190-200 - 2005
- [c5]Nipon Theera-Umpon:
White Blood Cell Segmentation and Classification in Microscopic Bone Marrow Images. FSKD (2) 2005: 787-796 - [c4]Sansanee Auephanwiriyakul, Siripen Attrapadung, Sutasinee Thovutikul, Nipon Theera-Umpon:
Breast Abnormality Detection in Mammograms Using Fuzzy Inference System. FUZZ-IEEE 2005: 155-160 - 2004
- [j6]Pratit Santiprabhob, Nipon Theera-Umpon, Sansanee Auephanwiriyakul:
Editorial: Special Issue on Selected Papers from InTech'03. J. Adv. Comput. Intell. Intell. Informatics 8(6): 565 (2004) - [j5]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): 599-605 (2004) - [j4]Nipon Theera-Umpon, Udomsak Boonprasert:
Leeway Prediction of Oceanic Disastrous Target via Support Vector Regression. J. Adv. Comput. Intell. Intell. Informatics 8(6): 606-612 (2004) - 2003
- [c3]Udomsak Boonprasert, Nipon Theera-Umpon, C. Rakpenthai:
Support vector regression based adaptive power system stabilizer. ISCAS (3) 2003: 371-374 - 2002
- [j3]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): 48-53 (2002) - 2001
- [j2]Nipon Theera-Umpon, Edward R. Dougherty, Paul D. Gader:
Non-homothetic granulometric mixing theory with application to blood cell counting. Pattern Recognit. 34(12): 2547-2560 (2001) - 2000
- [j1]Nipon Theera-Umpon, Paul D. Gader:
Counting white blood cells using morphological granulometries. J. Electronic Imaging 9(2): 170-177 (2000) - [c2]Nipon Theera-Umpon, Paul D. Gader:
Training Neural Networks to Count White Blood Cells via a Minimum Counting Error Objective Function. ICPR 2000: 2299-2302
1990 – 1999
- 1999
- [c1]Nipon Theera-Umpon, Paul D. Gader:
Automated white blood cell counting via classification-free granulometric methods. Electronic Imaging: Nonlinear Image Processing 1999
Coauthor Index
[j31] [c40] [i2] [i1] [j29] [j28] [j27] [c39] [c38] [c37] [j26] [j24] [j23] [j20] [j19] [j17] [c36] [c35] [c34] [c33] [c32] [j16] [j15] [c30] [c29] [c28] [p1] [c27] [c26] [c25] [c24] [j14] [c23] [c22] [c21] [j13] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [j12] [j11] [j10] [j9] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c4] [j6] [j5]
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