| 2025 | MMSP | Flexibly Constrained Tucker Decomposition for High-Order Spectral Analysis. | Fei He, Houji Du, Nipon Theera-Umpon, Yipeng Liu, Ce Zhu |
| 2021 | ACIIDS | Emotional Piano Melodies Generation Using Long Short-Term Memory. | Khongorzul Munkhbat, Bilguun Jargalsaikhan, Tsatsral Amarbayasgalan, Nipon Theera-Umpon, Keun Ho Ryu |
| 2020 | ACIIDS | VAR-GRU: A Hybrid Model for Multivariate Financial Time Series Prediction. | Lkhagvadorj Munkhdalai, Meijing Li, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Keun Ho Ryu |
| 2017 | ACIIDS | A Novel Learning Vector Quantization Inference Classifier. | Chakkraphop Maisen, Sansanee Auephanwiriyakul, Nipon Theera-Umpon |
| 2016 | CIBCB | Messages from the technical program chairs. | Nipon Theera-Umpon, Mihail Popescu, Patiwet Wuttisarnwattana |
| 2016 | ICCSA | Facial Expression Recognition Using String Grammar Fuzzy K-Nearest Neighbor. | Payungsak Kasemsumran, Sansanee Auephanwiriyakul, Nipon Theera-Umpon |
| 2016 | IJCNN | Multilayer perceptron with Cuckoo search in water level prediction for flood forecasting. | Suwannee Phitakwinai, Sansanee Auephanwiriyakul, Nipon Theera-Umpon |
| 2014 | CIBCB | Dental fluorosis classification using multi-prototypes from fuzzy C-means clustering. | Uklid Yeesarapat, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Chatpat Kongpun |
| 2014 | IJCNN | Architectural distortion detection from mammograms using support vector machine. | Orawan Netprasat, Sansanee Auephanwiriyakul, Nipon Theera-Umpon |
| 2013 | ICCSA | A Novel Fuzzy Co-occurrence Matrix for Texture Feature Extraction. | Yutthana Munklang, Sansanee Auephanwiriyakul, Nipon Theera-Umpon |
| 2008 | ICCSA | Thai Sign Language Translation Using Fuzzy C-Means and Scale Invariant Feature Transform. | Suwannee Phitakwinai, Sansanee Auephanwiriyakul, Nipon Theera-Umpon |
| 2008 | IJCNN | River basin flood prediction using support vector machines. | Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Sitawit Suteepohnwiroj, Jonglak Pahasha, Kittichai Wantanajittikul |
| 2007 | ICCSA | Ionospheric F-Layer Critical Frequency Estimation from Digital Ionogram Analysis. | Nipon Theera-Umpon |
| 2003 | ISCAS | Support vector regression based adaptive power system stabilizer. | Udomsak Boonprasert, Nipon Theera-Umpon, C. Rakpenthai |
| 2000 | ICPR | Training Neural Networks to Count White Blood Cells via a Minimum Counting Error Objective Function. | Nipon Theera-Umpon, Paul D. Gader |