| 2025 | AIAI | Enhancing Sound-Based Sleep Quality Assessment by Multi-modal Knowledge Distillation. | Haoyu Lu, Takafumi Kato, Ken-ichi Fukui |
| 2025 | AIAI | Multi-modal Data Transfer by Knowledge Distillation for Enhancing Precipitation Nowcasting. | Qihang Wang, Tomohiko Tomita, Ken-ichi Fukui |
| 2023 | ICANN | Gated Variable Selection Neural Network for Multimodal Sleep Quality Assessment. | Yue Chen, Takashi Morita, Tsukasa Kimura, Takafumi Kato, Masayuki Numao, Ken-ichi Fukui |
| 2021 | IJCNN | EEG emotion Enhancement using Task-specific Domain Adversarial Neural Network. | Ke-Ming Ding, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao |
| 2021 | IJCNN | Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations. | Pongpisit Thanasutives, Masayuki Numao, Ken-ichi Fukui |
| 2020 | ECAI | Remaining Useful Life Curve Prediction of Rolling Bearings Under Defect Progression Based on Hierarchical Bayesian Regression. | Masashi Kitai, Yoshinobu Akamatsu, Ryoji Tani, Hiroki Fujiwara, Masayuki Numao, Ken-ichi Fukui |
| 2020 | ICMLA | Reinforcement Learning based Evolutionary Metric Filtering for High Dimensional Problems. | Bassel Ali, Koichi Moriyama, Masayuki Numao, Ken-ichi Fukui |
| 2020 | ICMLA | Spatio-Temporal Change Detection with Granger Causality Based Cluster Sequence Mining. | Nat Pavasant, Masayuki Numao, Ken-ichi Fukui |
| 2020 | IJCAI | Spatio-Temporal Change Detection Using Granger Sequence Pattern. | Nat Pavasant, Masayuki Numao, Ken-ichi Fukui |
| 2020 | ICPR | Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting. | Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao, Boonserm Kijsirikul |
| 2020 | KES | SleepAge: Sleep Quality Assessment from Nocturnal Sounds in Home Environment. | Wasin Kalintha, Takafumi Kato, Ken-ichi Fukui |
| 2020 | SMC | Towards Multimodal Office Task Performance Estimation. | Nattapat Boonprakong, Tsukasa Kimura, Ken-ichi Fukui, Kazuya Okada, Masato Ito, Hiroshi Maruyama, Masayuki Numao |
| 2019 | ICMLA | Physics-Guided Neural Network with Model Discrepancy Based on Upper Troposphere Wind Prediction. | Ken-ichi Fukui, Junya Tanaka, Tomohiko Tomita, Masayuki Numao |
| 2018 | AAAI | Explainable Cross-Domain Recommendations Through Relational Learning. | Sirawit Sopchoke, Ken-ichi Fukui, Masayuki Numao |
| 2018 | GECCO | Reinforcement learning for evolutionary distance metric learning systems improvement. | Bassel Ali, Wasin Kalintha, Koichi Moriyama, Masayuki Numao, Ken-ichi Fukui |
| 2017 | AAAI | Kernelized Evolutionary Distance Metric Learning for Semi-Supervised Clustering. | Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui |
| 2017 | AAAI | Multimodal Fusion of EEG and Musical Features in Music-Emotion Recognition. | Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao |
| 2017 | AAAI | Personal Sleep Pattern Visualization via Clustering on Sound Data. | Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui |
| 2017 | ACII | Multimodal stability-sensitive emotion recognition based on brainwave and physiological signals. | Nattapong Thammasan, Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao |
| 2017 | ICTAI | Concept Drift Detection for Graph-Structured Classifiers under Scarcity of True Labels. | Noppayut Sriwatanasakdi, Masayuki Numao, Ken-ichi Fukui |
| 2016 | ICAART | Adaptive Two-stage Learning Algorithm for Repeated Games. | Wataru Fujita, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao |
| 2016 | ICMLA | Error Detection of Ocean Depth Series Data with Area Partitioning and Using Sliding Window. | Shogo Hayashi, Satoshi Ono, Shigeki Hosoda, Masayuki Numao, Ken-ichi Fukui |
| 2016 | IJCNN | Application of deep belief networks in eeg-based dynamic music-emotion recognition. | Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao |
| 2016 | PRICAI | Application of Annotation Smoothing for Subject-Independent Emotion Recognition Based on Electroencephalogram. | Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao |
| 2016 | SMC | An investigation of annotation smoothing for EEG-based continuous music-emotion recognition. | Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao |
| 2015 | CEC | Evolutionary multi-objective distance metric learning for multi-label clustering. | Taishi Megano, Ken-ichi Fukui, Masayuki Numao, Satoshi Ono |
| 2015 | DSAA | Error detection of oceanic observation data using sequential labeling. | Satoshi Ono, Haruki Matsuyama, Ken-ichi Fukui, Shigeki Hosoda |
| 2015 | PAKDD | Cluster Sequence Mining: Causal Inference with Time and Space Proximity Under Uncertainty. | Yoshiyuki Okada, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao |
| 2015 | PRIMA | Modeling Work Stress Using Heart Rate and Stress Coping Profiles. | Juan Lorenzo Hagad, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao |
| 2015 | PRIMA | Item-Based Learning for Music Emotion Prediction Using EEG Data. | Peerapon Vateekul, Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao |
| 2015 | SGAI | Cluster Analysis of Face Images and Literature Data by Evolutionary Distance Metric Learning. | Wasin Kalintha, Taishi Megano, Satoshi Ono, Ken-ichi Fukui, Masayuki Numao |
| 2014 | PRICAI | Predicting Consumer Familiarity with Health Topics by Query Formulation and Search Result Interaction. | Ira Puspitasari, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao |
| 2013 | AIED | Identification of Effective Learning Behaviors. | Paul Salvador Inventado, Roberto Sebastian Legaspi, Rafael Cabredo, Koichi Moriyama, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao |
| 2013 | ICCE | Towards Building Incremental Affect Models in Self-Directed Learning Scenarios. | Paul Salvador Inventado, Roberto Legaspi, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao |
| 2013 | ICTAI | Evolutionary Distance Metric Learning Approach to Semi-supervised Clustering with Neighbor Relations. | Ken-ichi Fukui, Satoshi Ono, Taishi Megano, Masayuki Numao |
| 2012 | PAKDD | Neighborhood-Based Smoothing of External Cluster Validity Measures. | Ken-ichi Fukui, Masayuki Numao |
| 2012 | PAKDD | Co-occurring Cluster Mining for Damage Patterns Analysis of a Fuel Cell. | Daiki Inaba, Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Masayuki Numao |
| 2010 | ICTAI | Kullback-Leibler Divergence Based Kernel SOM for Visualization of Damage Process on Fuel Cells. | Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Masayuki Numao |
| 2010 | IUI | Addressing the problems of data-centric physiology-affect relations modeling. | Roberto Sebastian Legaspi, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao, Merlin Suarez |
| 2010 | PRICAI | Three-Subagent Adapting Architecture for Fighting Videogames. | Simn Enrique Ortiz Branco, Koichi Moriyama, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao |
| 2009 | PAKDD | Growth Analysis of Neighbor Network for Evaluation of Damage Progress. | Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masahiro Kimura, Masayuki Numao |
| 2007 | ICTAI | Combining Burst Extraction Method and Sequence-Based SOM for Evaluation of Fracture Dynamics in Solid Oxide Fuel Cell. | Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masayuki Numao |
| 2007 | KES | Interpretable Likelihood for Vector Representable Topic. | Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao |
| 2006 | KES | Visualization Architecture Based on SOM for Two-Class Sequential Data. | Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao |
| 2005 | ICCE | Predicting High-level Student Responses Using Conceptual Clustering. | Roberto Sebastian Legaspi, Raymund Sison, Ken-ichi Fukui, Masayuki Numao |
| 2005 | KES | Visualizing Dynamics of the Hot Topics Using Sequence-Based Self-organizing Maps. | Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao |