| 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 | ICIP | Learners' Efficiency Prediction Using Facial Behavior Analysis. | Manisha Verma, Yuta Nakashima, Hirokazu Kobori, Ryota Takaoka, Noriko Takemura, Tsukasa Kimura, Hajime Nagahara, Masayuki Numao, Kazumitsu Shinohara |
| 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 | 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 |
| 2018 | GECCO | Generating a melody based on symbiotic evolution for musicians' creative activities. | Noriko Otani, Daisuke Okabe, Masayuki Numao |
| 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 | 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 | Design of Populations in Symbiotic Evolution to Generate Chord Progression in Consideration of the Entire Music Structure. | Noriko Otani, Shoko Shirakawa, 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 | Symbiotic Evolution to Generate Chord Progression Consisting of Four Parts for a Music Composition System. | Noriko Otani, Shoko Shirakawa, 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 | ACII | Towards the Design of Affective Survival Horror Games: An Investigation on Player Affect. | Vanus Vachiratamporn, Roberto Sebastian Legaspi, 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 | AIED | An architecture for identifying and using effective learning behavior to help students manage learning. | Paul Salvador Inventado, Roberto Sebastian Legaspi, Koichi Moriyama, Masayuki Numao, Jeanine DeFalco, Ryan S. Baker |
| 2013 | EDM | Modeling Affect in Student-driven Learning Scenarios. | Paul Salvador Inventado, Roberto Sebastian Legaspi, Rafael Cabredo, Masayuki Numao |
| 2013 | EDM | Helping Students Manage Personalized Learning Scenarios. | Paul Salvador Inventado, Roberto Sebastian Legaspi, 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 |
| 2013 | VR | Learning system for adapting users with user's state classification by vital sensing. | Junya Nakase, Koichi Moriyama, Kiyoshi Kiyokawa, Masayuki Numao, Mayumi Oyama, Satoshi Kurihara |
| 2012 | ICCE | Student Learning Behavior in an Unsupervised Learning Environment. | Paul Salvador Inventado, Roberto Legaspi, Rafael Cabredo, Masayuki Numao |
| 2012 | ICCE | Supporting Student Self-regulation in Unsupervised Learning Environments. | Paul Salvador Inventado, Masayuki Numao |
| 2012 | ICCE | Aiding Digital Natives Learn Positive Learning Behaviors through Reflection. | Roberto Legaspi, Paul Salvador Inventado, Rafael Cabredo, 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 |
| 2012 | PRICAI | Generation of Chord Progression Using Harmony Search Algorithm for a Constructive Adaptive User Interface. | Noriko Otani, Katsutoshi Tadokoro, Satoshi Kurihara, Masayuki Numao |
| 2012 | VR | Adaptive interactive device control by using reinforcement learning in ambient information environment. | Junya Nakase, Koichi Moriyama, Kiyoshi Kiyokawa, Masayuki Numao, Mayumi Oyama, Satoshi Kurihara |
| 2011 | EDM | Investigating the Transitions between Learning and Non-learning Activities as Students Learn Online. | Paul Salvador Inventado, Roberto Sebastian Legaspi, Merlin Suarez, Masayuki Numao |
| 2011 | ICCE | Investigating Transitions in Affect and Activities for Online Learning Interventions. | Paul Salvador Inventado, Roberto Legaspi, Merlin Suarez, 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 | CEC | Traffic congestion forecasting based on pheromone communication model for intelligent transport systems. | Satoshi Kurihara, Hiroshi Tamaki, Masayuki Numao, Junji Yano, Kouji Kagawa, Tetsuo Morita |
| 2009 | HCI | Constructive Adaptive User Interfaces Based on Brain Waves. | Masayuki Numao, Takayuki Nishikawa, Toshihito Sugimoto, Satoshi Kurihara, Roberto Sebastian Legaspi |
| 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 |
| 2009 | PAKDD | Trace Mining from Distributed Assembly Databases for Causal Analysis. | Shohei Hido, Hirofumi Matsuzawa, Fumihiko Kitayama, Masayuki Numao |
| 2009 | SAC | Method for fast compression of program codes for remote updates in embedded systems. | Ryozo Kiyohara, Satoshi Mii, Mitsuhiro Matsumoto, Masayuki Numao, Satoshi Kurihara |
| 2008 | IV | Elucidating Relationships among Research Subjects from Grant Application Data. | Ryutaro Ichise, Kazuhiro Satoh, Masayuki Numao |
| 2007 | ICDE | Parts Traceability for Manufacturers. | Christine Robson, Yuji Watanabe, 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 | IUI | Music compositional intelligence with an affective flavor. | Roberto Sebastian Legaspi, Yuya Hashimoto, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao |
| 2007 | KES | Interpretable Likelihood for Vector Representable Topic. | Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao |
| 2007 | VLDB | Deadline and QoS Aware Data Warehouse. | Wen-Syan Li, Dengfeng Gao, Rafae Bhatti, Inderpal Narang, Hirofumi Matsuzawa, Masayuki Numao, Masahiro Ohkawa, Takeshi Fukuda |
| 2007 | SGAI | Modelling Affective-based Music Compositional Intelligence with the Aid of ANS Analyses. | Toshihito Sugimoto, Roberto Sebastian Legaspi, Akihiro Ota, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao |
| 2006 | KES | Visualization Architecture Based on SOM for Two-Class Sequential Data. | Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao |
| 2006 | PRICAI | An Emotion-Driven Musical Piece Generator for a Constructive Adaptive User Interface. | Roberto Sebastian Legaspi, Yuya Hashimoto, 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 |
| 2004 | ICALT | Self-Improving Instructional Plans on the Level of Student Categories. | Roberto Sebastian Legaspi, Raymund Sison, Masayuki Numao |
| 2004 | ICML | Learning first-order rules from data with multiple parts: applications on mining chemical compound data. | Cholwich Nattee, Sukree Sinthupinyo, Masayuki Numao, Takashi Okada |
| 2004 | ITS | A Category-Based Self-Improving Planning Module. | Roberto Sebastian Legaspi, Raymund Sison, Masayuki Numao |
| 2004 | PRICAI | MSIP: Agents Embodying a Category-Based Learning Process for the ITS Tutor to Self-improve Its Instructional Plans. | Roberto Sebastian Legaspi, Raymund Sison, Masayuki Numao |
| 2003 | ESORICS | Multi-round Secure-Light Broadcast Exclusion Protocol with Pre-processing. | Yuji Watanabe, Masayuki Numao |
| 2002 | AAAI | Constructive Adaptive User Interfaces - Composing Music Based on Human Feelings. | Masayuki Numao, Shoichi Takagi, Keisuke Nakamura |
| 2002 | AAAI | CAUI Demonstration Composing Music Based on Human Feelings. | Masayuki Numao, Shoichi Takagi, Keisuke Nakamura |
| 2002 | ALT | Editors' Introduction. | Nicol Cesa-Bianchi, Masayuki Numao, Rdiger Reischuk |
| 2002 | ICMLA | Text Mining from Biomedical Literature Using Term Extraction and Associations Rule Mining. | Tuan Nam Tran, Masayuki Numao |
| 2001 | ICDAR | Geometric Method for Document Understanding and Classification Using On-line Machine Learning. | Cholwich Nattee, Masayuki Numao |
| 2000 | PAKDD | Discovering Protein Functional Models Using Inductive Logic Programming. | Takashi Ishikawa, Masayuki Numao, Takao Terano |
| 2000 | PRICAI | Using Domain Knowledge in ILP to Discover Protein Functional Models. | Takashi Ishikawa, Masayuki Numao, Takao Terano |
| 2000 | PRICAI | Constructing an Autonomous Agent with an Interdependent Heuristics. | Koichi Moriyama, Masayuki Numao |
| 1999 | ASIACRYPT | Periodical Multi-secret Threshold Cryptosystems. | Masayuki Numao |
| 1999 | ISADS | A Secure Key Registration System based on Proactive Secret-Sharing Scheme. | Masayuki Numao |
| 1999 | PAKDD | Ordered Estimation of Missing Values. | Oscar Ortega Lobo, Masayuki Numao |
| 1998 | DIS | Toward Effective Knowledge Acquisition with First Order Logic Induction. | Xiaolong Zhang, Tetsuo Narita, Masayuki Numao |
| 1998 | KES | Authoring support by interactive genetic algorithm and case based retrieval. | Ken Kuriyama, Takao Terano, Masayuki Numao |
| 1997 | ALT | Learning and Revising Theories in Noisy Domains. | Xiaolong Zhang, Masayuki Numao |
| 1997 | IJCAI | Acquisition of Human Feelings in Music Arrangements. | Masayuki Numao, Masashi Kobayashi, Katsuyuki Sakaniwa |
| 1997 | IJCAI | Using Data and Theory in Multistretegy (Mis)Concept(ion) Discovery. | Rayond Sison, Masayuki Numao, Masamichi Shimura |
| 1996 | PRICAI | Learning Simple Recursive Concepts by Discovering Missing Examples. | Chowdhury Rahman Mofizur, Masayuki Numao |
| 1996 | PRICAI | Efficient Multiple Predicate Learner Based on Fast Failure Mechanism. | Xiaolong Zhang, Masayuki Numao |
| 1994 | ALT | Constructive Induction for Recursive Programs. | Chowdhury Rahman Mofizur, Masayuki Numao |
| 1992 | AAAI | Discrimination-Based Constructive Induction of Logic Programs. | Boonserm Kijsirikul, Masayuki Numao, Masamichi Shimura |
| 1991 | ICML | Efficient Learning of Logic Programs with Non-determinant, Non-discriminating Literals. | Boonserm Kijsirikul, Masayuki Numao, Masamichi Shimura |
| 1991 | ICTAI | An ATMS-based geometric constraint solver for 3D CAD. | Shuichi Shimizu, Keisuke Inoue, Masayuki Numao |
| 1990 | ECAI | Analytical Learning of Inductive Inference. | Masayuki Numao |
| 1989 | ICML | Explanation-Based Acceleration of Similarity-Based Learning. | Masayuki Numao, Masamichi Shimura |
| 1987 | ICLP | Symbolical Construction of Truth Value Domain for Logic Program. | Shinichi Morishita, Masayuki Numao, Shin'ichi Hirose |