Masayuki Numao

228 papers A* 10A 12B 37C 19Misc 1Journal 62Unranked 83

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	An Interactive Monitoring Robot for Dementia Mitigation via Daily Conversations with Multiple LLMs. AAAI Spring Symposia Masayuki Numao, Masahiro Kawamura
2025	J	`jnl`	Sound-based sleep assessment with controllable subject-dependent embedding using Variational Domain Adversarial Neural Network. Int. J. Data Sci. Anal. Ken-ichi Fukui, Shunya Ishimaru, Takafumi Kato, Masayuki Numao
2024	J	`jnl`	Adaptive Uncertainty-Penalized Model Selection for Data-Driven PDE Discovery. IEEE Access Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
2024	J	`jnl`	Clustering and Data Augmentation to Improve Accuracy of Sleep Assessment and Sleep Individuality Analysis. CoRR Shintaro Tamai, Masayuki Numao, Ken-ichi Fukui
2024	J	`jnl`	Granger causality-based cluster sequence mining for spatio-temporal causal relation mining. Int. J. Data Sci. Anal. Nat Pavasant, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
2024	J	`jnl`	Local Density Estimation Procedure for Autoregressive Modeling of Point Process Data. IEICE Trans. Inf. Syst. Nat Pavasant, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
2024	—	`conf`	Toward Application to General Conversation Detection of Dementia Tendency from Conversation Based on Linguistic and Time Features of Speech. AAAI Spring Symposia Hiroshi Sogabe, Masayuki Numao
2023	J	`jnl`	Adaptive Uncertainty-Guided Model Selection for Data-Driven PDE Discovery. CoRR Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
2023	—	`conf`	Gated Variable Selection Neural Network for Multimodal Sleep Quality Assessment. ICANN (5) Yue Chen, Takashi Morita, Tsukasa Kimura, Takafumi Kato, Masayuki Numao, Ken-ichi Fukui
2023	—	`conf`	Integration of Robot-Initiated Dialog into Task-Oriented Dialog by Adding Hidden Tasks - Application to Monitoring for Elderly. AAAI Spring Symposium: SRAI Masahiro Kawamura, Takatsugu Suzaki, Masayuki Numao
2023	—	`conf`	Introduction of Face Expression into Dialogue System for A Sense of Affinity. AAAI Spring Symposium: SRAI Hiroki Midorikawa, Takatsugu Suzaki, Masahiro Kawamura, Masayuki Numao
2023	J	`jnl`	Noise-aware physics-informed machine learning for robust PDE discovery. Mach. Learn. Sci. Technol. Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
2023	—	`conf`	State Machine-Based Multimodal Dialogue System for the Elderly Care Service. AAAI Spring Symposium: SRAI Takatsugu Suzaki, Masayuki Numao
2022	—	`conf`	Automatic Textual Care Record Generation for Smart Nursing. AAAI Spring Symposium: HFIF Hayate Kondo, Masayuki Numao
2022	—	`conf`	How to Teach AI Programming for Elementary Students? AAAI Spring Symposium: HFIF Hiromitsu Yamaguchi, Hirofumi Abe, Toshiyuki Shimazaki, Kenzo Ozaki, Masayuki Numao
2022	—	`conf`	Modeling, Monitoring and Measuring of Social Isolation for Community-based Care in Nursing House. AAAI Spring Symposium: HFIF Shintaro Nagama, Masayuki Numao
2022	J	`jnl`	Multi-Kernel Temporal and Spatial Convolution for EEG-Based Emotion Classification. Sensors Taweesak Emsawas, Takashi Morita, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
2022	J	`jnl`	Noise-aware Physics-informed Machine Learning for Robust PDE Discovery. CoRR Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
2022	J	`jnl`	Renewal of the Major Fields of New Generation Computing Vol. 40 (2022). New Gener. Comput. Masayuki Numao, Yutaka Matsuo, Yoji Kiyota
2021	J	`jnl`	A Comparative Study of Window Size and Channel Arrangement on EEG-Emotion Recognition Using Deep CNN. Sensors Panayu Keelawat, Nattapong Thammasan, Masayuki Numao, Boonserm Kijsirikul
2021	J	`jnl`	A Framework for Predicting Remaining Useful Life Curve of Rolling Bearings Under Defect Progression Based on Neural Network and Bayesian Method. IEEE Access Masashi Kitai, Takuji Kobayashi, Hiroki Fujiwara, Ryoji Tani, Masayuki Numao, Ken-ichi Fukui
2021	B	`conf`	Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations. IJCNN Pongpisit Thanasutives, Masayuki Numao, Ken-ichi Fukui
2021	J	`jnl`	Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations. CoRR Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao
2021	—	`conf`	Cross-phase Emotion Recognition using Multiple Source Domain Adaptation. BIOSIGNALS Ke-Ming Ding, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
2021	B	`conf`	EEG emotion Enhancement using Task-specific Domain Adversarial Neural Network. IJCNN Ke-Ming Ding, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
2021	B	`conf`	Learners' Efficiency Prediction Using Facial Behavior Analysis. ICIP Manisha Verma, Yuta Nakashima, Hirokazu Kobori, Ryota Takaoka, Noriko Takemura, Tsukasa Kimura, Hajime Nagahara, Masayuki Numao, Kazumitsu Shinohara
2021	J	`jnl`	Learning Subject-Generalized Topographical EEG Embeddings Using Deep Variational Autoencoders and Domain-Adversarial Regularization. Sensors Juan Lorenzo Hagad, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
2020	—	`conf`	Comparative Study of Wet and Dry Systems on EEG-Based Cognitive Tasks. BI Taweesak Emsawas, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
2020	—	`ch.`	Deep Visual Models for EEG of Mindfulness Meditation in a Workplace Setting. Precision Health and Medicine Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao
2020	B	`conf`	Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting. ICPR Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao, Boonserm Kijsirikul
2020	J	`jnl`	Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting. CoRR Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao, Boonserm Kijsirikul
2020	J	`jnl`	Explainable and unexpectable recommendations using relational learning on multiple domains. Intell. Data Anal. Sirawit Sopchoke, Ken-ichi Fukui, Masayuki Numao
2020	C	`conf`	Reinforcement Learning based Evolutionary Metric Filtering for High Dimensional Problems. ICMLA Bassel Ali, Koichi Moriyama, Masayuki Numao, Ken-ichi Fukui
2020	J	`jnl`	Reinforcement learning based metric filtering for evolutionary distance metric learning. Intell. Data Anal. Bassel Ali, Koichi Moriyama, Wasin Kalintha, Masayuki Numao, Ken-ichi Fukui
2020	A	`conf`	Remaining Useful Life Curve Prediction of Rolling Bearings Under Defect Progression Based on Hierarchical Bayesian Regression. ECAI Masashi Kitai, Yoshinobu Akamatsu, Ryoji Tani, Hiroki Fujiwara, Masayuki Numao, Ken-ichi Fukui
2020	J	`jnl`	Renewal of the Major Fields of New Generation Computing Vol. 38 (2020). New Gener. Comput. Masayuki Numao, Yutaka Matsuo, Shinnosuke Seki
2020	A*	`conf`	Spatio-Temporal Change Detection Using Granger Sequence Pattern. IJCAI Nat Pavasant, Masayuki Numao, Ken-ichi Fukui
2020	C	`conf`	Spatio-Temporal Change Detection with Granger Causality Based Cluster Sequence Mining. ICMLA Nat Pavasant, Masayuki Numao, Ken-ichi Fukui
2020	B	`conf`	Towards Multimodal Office Task Performance Estimation. SMC Nattapat Boonprakong, Tsukasa Kimura, Ken-ichi Fukui, Kazuya Okada, Masato Ito, Hiroshi Maruyama, Masayuki Numao
2019	C	`conf`	A Study of Upper Tropospheric Circulations over the Northern Hemisphere Prediction Using Multivariate Features by ConvLSTM. IES Ekasit Phermphoonphiphat, Tomohiko Tomita, Masayuki Numao, Ken-ichi Fukui
2019	J	`jnl`	A special Issue Dedicated to the Memory of Koichi Furukawa: a Note from the Editors. New Gener. Comput. Masayuki Numao
2019	J	`jnl`	Cluster sequence mining from event sequence data and its application to damage correlation analysis. Knowl. Based Syst. Ken-ichi Fukui, Yoshiyuki Okada, Kazuki Satoh, Masayuki Numao
2019	C	`conf`	Emotion-driven Creative Music Composition in brAInMelody®. ICCC Masayuki Numao
2019	—	`conf`	Feasible Affect Recognition in Advertising Based on Physiological Responses from Wearable Sensors. JSAI Taweesak Emsawas, Ken-ichi Fukui, Masayuki Numao
2019	J	`jnl`	Kernelized evolutionary distance metric learning for semi-supervised clustering. Intell. Data Anal. Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui
2019	—	`conf`	Measuring Functional Independence of an Aged Person with a Combination of Machine Learning and Logical Reasoning. AAAI Spring Symposium: Interpretable AI for Well-being Nobuyuki Oishi, Masayuki Numao
2019	—	`conf`	Modelling Naturalistic Work Stress Using Spectral HRV Representations and Deep Learning. JSAI Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao
2019	C	`conf`	Physics-Guided Neural Network with Model Discrepancy Based on Upper Troposphere Wind Prediction. ICMLA Ken-ichi Fukui, Junya Tanaka, Tomohiko Tomita, Masayuki Numao
2019	J	`jnl`	Renewal of the Major Fields from New Generation Computing Vol. 37 (2019). New Gener. Comput. Masayuki Numao, Yutaka Matsuo, Kouzou Ohara, Fujio Toriumi
2019	J	`jnl`	Spatiotemporal Emotion Recognition using Deep CNN Based on EEG during Music Listening. CoRR Panayu Keelawat, Nattapong Thammasan, Masayuki Numao, Boonserm Kijsirikul
2018	—	`conf`	Active Online Learning Architecture for Multimodal Sensor-based ADL Recognition. AAAI Spring Symposia Nobuyuki Oishi, Masayuki Numao
2018	J	`jnl`	Efficient Decision Trees for Multi-Class Support Vector Machines Using Entropy and Generalization Error Estimation. Int. J. Appl. Math. Comput. Sci. Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao
2018	A*	`conf`	Explainable Cross-Domain Recommendations Through Relational Learning. AAAI Sirawit Sopchoke, Ken-ichi Fukui, Masayuki Numao
2018	A	`conf`	Generating a melody based on symbiotic evolution for musicians' creative activities. GECCO Noriko Otani, Daisuke Okabe, Masayuki Numao
2018	—	`conf`	IoT-based Emotion Recognition Robot to Enhance Sense of Community in Nursing Home. AAAI Spring Symposia Shintaro Nagama, Masayuki Numao
2018	—	`conf`	Reinforcement learning for evolutionary distance metric learning systems improvement. GECCO (Companion) Bassel Ali, Wasin Kalintha, Koichi Moriyama, Masayuki Numao, Ken-ichi Fukui
2018	J	`jnl`	Renewal of the Major Fields from New Generation Computing Vol. 36 (2018). New Gener. Comput. Masayuki Numao, Yutaka Matsuo, Ayumi Shinohara, Masaki Suwa
2018	J	`jnl`	Two-Stage Reinforcement Learning Algorithm for Quick Cooperation in Repeated Games. Trans. Comput. Collect. Intell. Wataru Fujita, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2017	—	`conf`	ART-2b: Adapted ART-2a for large scale data clustering on PM2.5 mass spectra. IEEE BigData Nat Pavasant, Hiroshi Furutani, Masayuki Numao, Ken-ichi Fukui
2017	B	`conf`	Concept Drift Detection for Graph-Structured Classifiers under Scarcity of True Labels. ICTAI Noppayut Sriwatanasakdi, Masayuki Numao, Ken-ichi Fukui
2017	J	`jnl`	Efficient Decision Trees for Multi-class Support Vector Machines Using Entropy and Generalization Error Estimation. CoRR Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao
2017	J	`jnl`	Familiarity effects in EEG-based emotion recognition. Brain Informatics Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2017	A*	`conf`	Kernelized Evolutionary Distance Metric Learning for Semi-Supervised Clustering. AAAI Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui
2017	A*	`conf`	Multimodal Fusion of EEG and Musical Features in Music-Emotion Recognition. AAAI Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
2017	—	`conf`	Multimodal stability-sensitive emotion recognition based on brainwave and physiological signals. ACII Workshops Nattapong Thammasan, Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao
2017	—	`conf`	Personal Sleep Pattern Visualization via Clustering on Sound Data. AAAI Workshops Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui
2017	J	`jnl`	Personal sleep pattern visualization using sequence-based kernel self-organizing map on sound data. Artif. Intell. Medicine Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui
2017	—	`conf`	Reinforcement learning based distance metric filtering approach in clustering. SSCI Bassel Ali, Ken-ichi Fukui, Wasin Kalintha, Koichi Moriyama, Masayuki Numao
2017	—	`conf`	Sensor-Based Detection of Invisible Changes in Activities towards Visualizing Disuse Syndrome. AAAI Spring Symposia Shuya Masuda, Masayuki Numao
2017	J	`jnl`	Statistical sleep pattern modelling for sleep quality assessment based on sound events. Health Inf. Sci. Syst. Hongle Wu, Takafumi Kato, Masayuki Numao, Ken-ichi Fukui
2017	—	`ed.`	Trends in Artificial Intelligence: PRICAI 2016 Workshops - PeHealth 2016, I3A 2016, AIED 2016 AI4T 2016, IWEC 2016, and RSAI 2016, Phuket, Thailand, August 22-23, 2016, Revised Selected Papers PRICAI Workshops Masayuki Numao, Thanaruk Theeramunkong, Thepchai Supnithi, Mahasak Ketcham, Narit Hnoohom, Patiyuth Pramkeaw
2016	—	`conf`	Adaptive Two-stage Learning Algorithm for Repeated Games. ICAART (1) Wataru Fujita, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2016	B	`conf`	An investigation of annotation smoothing for EEG-based continuous music-emotion recognition. SMC Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
2016	—	`conf`	Application of Annotation Smoothing for Subject-Independent Emotion Recognition Based on Electroencephalogram. PRICAI Workshops Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
2016	B	`conf`	Application of deep belief networks in eeg-based dynamic music-emotion recognition. IJCNN Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
2016	J	`jnl`	Continuous Music-Emotion Recognition Based on Electroencephalogram. IEICE Trans. Inf. Syst. Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2016	C	`conf`	Error Detection of Ocean Depth Series Data with Area Partitioning and Using Sliding Window. ICMLA Shogo Hayashi, Satoshi Ono, Shigeki Hosoda, Masayuki Numao, Ken-ichi Fukui
2016	J	`jnl`	Fusion of EEG and Musical Features in Continuous Music-emotion Recognition. CoRR Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
2016	J	`jnl`	Kernel density compression for real-time Bayesian encoding/decoding of unsorted hippocampal spikes. Knowl. Based Syst. Danaipat Sodkomkham, Davide Ciliberti, Matthew A. Wilson, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao, Fabian Kloosterman
2016	—	`conf`	Non-Restrictive Continuous Health Monitoring by Integration of RFID and Microwave Sensor. AAAI Spring Symposia Masayuki Numao, Shuya Masuda
2016	—	`ed.`	Principles and Practice of Multi-Agent Systems - International Workshops: IWEC 2014, Gold Coast, QLD, Australia, December 1-5, 2014, and CMNA XV and IWEC 2015, Bertinoro, Italy, October 26, 2015, Revised Selected Papers PRIMA Workshops Matteo Baldoni, Cristina Baroglio, Floris Bex, Floriana Grasso, Nancy L. Green, Mohammad-Reza Namazi-Rad, Masayuki Numao, Merlin Teodosia C. Suarez
2016	C	`conf`	Proceedings in Adaptation, Learning and Optimization. IES Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui
2016	C	`conf`	Sleep Pattern Discovery via Visualizing Cluster Dynamics of Sound Data. IEA/AIE Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui
2015	J	`jnl`	3D Objects Tracking by MapReduce GPGPU-Enhanced Particle Filter. IEICE Trans. Inf. Syst. Jieyun Zhou, Xiaofeng Li, Haitao Chen, Rutong Chen, Masayuki Numao
2015	—	`conf`	An Efficient Generalized Clustering Method for Achieving K-Anonymization. CANDAR Xiaoshuang Xu, Masayuki Numao
2015	J	`jnl`	An analysis of player affect transitions in survival horror games. J. Multimodal User Interfaces Vanus Vachiratamporn, Roberto Sebastian Legaspi, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2015	—	`conf`	Cluster Analysis of Face Images and Literature Data by Evolutionary Distance Metric Learning. SGAI Conf. Wasin Kalintha, Taishi Megano, Satoshi Ono, Ken-ichi Fukui, Masayuki Numao
2015	—	`conf`	Cluster Sequence Mining: Causal Inference with Time and Space Proximity Under Uncertainty. PAKDD (2) Yoshiyuki Okada, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao
2015	—	`conf`	Concept Drift Detection with Clustering via Statistical Change Detection Methods. KSE Yusuke Sakamoto, Ken-ichi Fukui, João Gama, Daniela Nicklas, Koichi Moriyama, Masayuki Numao
2015	—	`conf`	Design of Populations in Symbiotic Evolution to Generate Chord Progression in Consideration of the Entire Music Structure. PRIMA Workshops Noriko Otani, Shoko Shirakawa, Masayuki Numao
2015	B	`conf`	Evolutionary multi-objective distance metric learning for multi-label clustering. CEC Taishi Megano, Ken-ichi Fukui, Masayuki Numao, Satoshi Ono
2015	—	`conf`	Investigation of Familiarity Effects in Music-Emotion Recognition Based on EEG. BIH Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2015	—	`conf`	Item-Based Learning for Music Emotion Prediction Using EEG Data. PRIMA Workshops Peerapon Vateekul, Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2015	—	`conf`	Modeling Work Stress Using Heart Rate and Stress Coping Profiles. PRIMA Workshops Juan Lorenzo Hagad, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2015	J	`jnl`	Predicting Research Trends Identified by Research Histories via Breakthrough Researches. IEICE Trans. Inf. Syst. Nagayoshi Yamashita, Masayuki Numao, Ryutaro Ichise
2015	—	`conf`	Prediction as faster perception in a real-time fighting video game. CIG Kazuki Asayama, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2014	—	`conf`	A Product Domain Model Based Software Product Line Engineering for Web Application. CANDAR Takashi Nerome, Masayuki Numao
2014	J	`jnl`	An Intelligent Fighting Videogame Opponent Adapting to Behavior Patterns of the User. IEICE Trans. Inf. Syst. Koichi Moriyama, Simón Enrique Ortiz Branco, Mitsuhiro Matsumoto, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao
2014	—	`conf`	An implementation of affective adaptation in survival horror games. CIG Vanus Vachiratamporn, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2014	A	`conf`	Cooperation-eliciting prisoner's dilemma payoffs for reinforcement learning agents. AAMAS Koichi Moriyama, Satoshi Kurihara, Masayuki Numao
2014	J	`jnl`	Discovering Seismic Interactions after the 2011 Tohoku Earthquake by Co-occurring Cluster Mining. Inf. Media Technol. Ken-ichi Fukui, Daiki Inaba, Masayuki Numao
2014	B	`conf`	Predicting Consumer Familiarity with Health Topics by Query Formulation and Search Result Interaction. PRICAI Ira Puspitasari, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao
2014	J	`jnl`	SIR-Extended Information Diffusion Model of False Rumor and its Prevention Strategy for Twitter. J. Adv. Comput. Intell. Intell. Informatics Yoshiyuki Okada, Keisuke Ikeda, Kousuke Shinoda, Fujio Toriumi, Takeshi Sakaki, Kazuhiro Kazama, Masayuki Numao, Itsuki Noda, Satoshi Kurihara
2014	J	`jnl`	Sidekick: A Tool for Helping Students Manage Behavior in Self-initiated Learning Scenarios. Int. J. Distance Educ. Technol. Paul Salvador Inventado, Roberto Sebastian Legaspi, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2014	B	`conf`	Symbiotic Evolution to Generate Chord Progression Consisting of Four Parts for a Music Composition System. PRICAI Noriko Otani, Shoko Shirakawa, Masayuki Numao
2013	—	`conf`	An architecture for identifying and using effective learning behavior to help students manage learning. AIED Workshops Paul Salvador Inventado, Roberto Sebastian Legaspi, Koichi Moriyama, Masayuki Numao, Jeanine DeFalco, Ryan S. Baker
2013	—	`conf`	Context-Aware Application Prediction and Recommendation in Mobile Devices. Web Intelligence Satoshi Kurihara, Koichi Moriyama, Masayuki Numao
2013	J	`jnl`	Discovering Emotion-Inducing Music Features Using EEG Signals. J. Adv. Comput. Intell. Intell. Informatics Rafael Cabredo, Roberto Sebastian Legaspi, Paul Salvador Inventado, Masayuki Numao
2013	B	`conf`	Evolutionary Distance Metric Learning Approach to Semi-supervised Clustering with Neighbor Relations. ICTAI Ken-ichi Fukui, Satoshi Ono, Taishi Megano, Masayuki Numao
2013	B	`conf`	Helping Students Manage Personalized Learning Scenarios. EDM Paul Salvador Inventado, Roberto Sebastian Legaspi, Masayuki Numao
2013	A	`conf`	Identification of Effective Learning Behaviors. AIED Paul Salvador Inventado, Roberto Sebastian Legaspi, Rafael Cabredo, Koichi Moriyama, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao
2013	A*	`conf`	Learning system for adapting users with user's state classification by vital sensing. VR Junya Nakase, Koichi Moriyama, Kiyoshi Kiyokawa, Masayuki Numao, Mayumi Oyama, Satoshi Kurihara
2013	B	`conf`	Modeling Affect in Student-driven Learning Scenarios. EDM Paul Salvador Inventado, Roberto Sebastian Legaspi, Rafael Cabredo, Masayuki Numao
2013	—	`conf`	Predictability Analysis of Aperiodic and Periodic Model for Long-Term Human Mobility Using Ambient Sensors. MSM/MUSE Danaipat Sodkomkham, Roberto Sebastian Legaspi, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao
2013	—	`conf`	Proposition of the Context-Aware Application Prediction Mechanism for Mobile Devices. Web Intelligence/IAT Workshops Satoshi Kurihara, Koichi Moriyama, Masayuki Numao
2013	C	`conf`	Towards Building Incremental Affect Models in Self-Directed Learning Scenarios. ICCE Paul Salvador Inventado, Roberto Legaspi, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao
2013	B	`conf`	Towards the Design of Affective Survival Horror Games: An Investigation on Player Affect. ACII Vanus Vachiratamporn, Roberto Sebastian Legaspi, Koichi Moriyama, Masayuki Numao
2012	A*	`conf`	Adaptive interactive device control by using reinforcement learning in ambient information environment. VR Junya Nakase, Koichi Moriyama, Kiyoshi Kiyokawa, Masayuki Numao, Mayumi Oyama, Satoshi Kurihara
2012	C	`conf`	Aiding Digital Natives Learn Positive Learning Behaviors through Reflection. ICCE Roberto Legaspi, Paul Salvador Inventado, Rafael Cabredo, Masayuki Numao
2012	—	`conf`	An Emotion Model for Music Using Brain Waves. ISMIR Rafael Cabredo, Roberto Sebastian Legaspi, Paul Salvador Inventado, Masayuki Numao
2012	—	`conf`	Co-occurring Cluster Mining for Damage Patterns Analysis of a Fuel Cell. PAKDD (2) Daiki Inaba, Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Masayuki Numao
2012	B	`conf`	Generation of Chord Progression Using Harmony Search Algorithm for a Constructive Adaptive User Interface. PRICAI Noriko Otani, Katsutoshi Tadokoro, Satoshi Kurihara, Masayuki Numao
2012	—	`conf`	Neighborhood-Based Smoothing of External Cluster Validity Measures. PAKDD (1) Ken-ichi Fukui, Masayuki Numao
2012	C	`conf`	Student Learning Behavior in an Unsupervised Learning Environment. ICCE Paul Salvador Inventado, Roberto Legaspi, Rafael Cabredo, Masayuki Numao
2012	C	`conf`	Supporting Student Self-regulation in Unsupervised Learning Environments. ICCE Paul Salvador Inventado, Masayuki Numao
2011	A	`conf`	Evolving subjective utilities: Prisoner's Dilemma game examples. AAMAS Koichi Moriyama, Satoshi Kurihara, Masayuki Numao
2011	—	`conf`	Exploring Melodic Motif to Support an Affect-Based Music Compositional Intelligence. KSE Roberto Sebastian Legaspi, Akinobu Ueda, Rafael Cabredo, Takayuki Nishikawa, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao
2011	—	`conf`	Identifying Emotion Segments in Music by Discovering Motifs in Physiological Data. ISMIR Rafael Cabredo, Roberto Sebastian Legaspi, Masayuki Numao
2011	C	`conf`	Investigating Transitions in Affect and Activities for Online Learning Interventions. ICCE Paul Salvador Inventado, Roberto Legaspi, Merlin Suarez, Masayuki Numao
2011	B	`conf`	Investigating the Transitions between Learning and Non-learning Activities as Students Learn Online. EDM Paul Salvador Inventado, Roberto Sebastian Legaspi, Merlin Suarez, Masayuki Numao
2011	—	`conf`	Observatory: A Tool for Recording, Annotating and Reviewing Emotion-Related Data. KSE Paul Salvador Inventado, Roberto Sebastian Legaspi, Masayuki Numao, Merlin Suarez
2011	—	`conf`	Predicting Levels of Rapport in Dyadic Interactions through Automatic Detection of Posture and Posture Congruence. SocialCom/PASSAT Juan Lorenzo Hagad, Roberto Sebastian Legaspi, Masayuki Numao, Merlin Suarez
2011	J	`jnl`	Predicting Student Emotions Resulting from Appraisal of its Feedback. Res. Pract. Technol. Enhanc. Learn. Paul Salvador Inventado, Roberto Legaspi, Merlin Suarez, Masayuki Numao
2011	—	`conf`	Topographic Measure Based on External Criteria for Self-Organizing Map. WSOM Ken-ichi Fukui, Masayuki Numao
2010	A	`conf`	Addressing the problems of data-centric physiology-affect relations modeling. IUI Roberto Sebastian Legaspi, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao, Merlin Suarez
2010	—	`conf`	Kullback-Leibler Divergence Based Kernel SOM for Visualization of Damage Process on Fuel Cells. ICTAI (1) Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Masayuki Numao
2010	B	`conf`	Three-Subagent Adapting Architecture for Fighting Videogames. PRICAI Simón Enrique Ortiz Branco, Koichi Moriyama, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao
2009	J	`jnl`	A new method of fast compression of program code for ota updates in consumer devices. IEEE Trans. Consumer Electron. Ryozo Kiyohara, Satoshi Mii, Mitsuhiro Matsumoto, Masayuki Numao, Satoshi Kurihara
2009	J	`jnl`	Academic Roadmap in Integrated Information Field. Adv. Robotics Yasuo Kuniyoshi, Masayuki Numao
2009	—	`conf`	Constructive Adaptive User Interfaces Based on Brain Waves. HCI (2) Masayuki Numao, Takayuki Nishikawa, Toshihito Sugimoto, Satoshi Kurihara, Roberto Sebastian Legaspi
2009	B	`conf`	Growth Analysis of Neighbor Network for Evaluation of Damage Progress. PAKDD Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masahiro Kimura, Masayuki Numao
2009	Misc	`conf`	Method for fast compression of program codes for remote updates in embedded systems. SAC Ryozo Kiyohara, Satoshi Mii, Mitsuhiro Matsumoto, Masayuki Numao, Satoshi Kurihara
2009	B	`conf`	Trace Mining from Distributed Assembly Databases for Causal Analysis. PAKDD Shohei Hido, Hirofumi Matsuzawa, Fumihiko Kitayama, Masayuki Numao
2009	B	`conf`	Traffic congestion forecasting based on pheromone communication model for intelligent transport systems. IEEE Congress on Evolutionary Computation Satoshi Kurihara, Hiroshi Tamaki, Masayuki Numao, Junji Yano, Kouji Kagawa, Tetsuo Morita
2008	J	`jnl`	Cluster-based predictive modeling to improve pedagogic reasoning. Comput. Hum. Behav. Roberto Sebastian Legaspi, Raymund Sison, Ken-ichi Fukui, Masayuki Numao
2008	C	`conf`	Elucidating Relationships among Research Subjects from Grant Application Data. IV Ryutaro Ichise, Kazuhiro Satoh, Masayuki Numao
2008	J	`jnl`	Modelling affective-based music compositional intelligence with the aid of ANS analyses. Knowl. Based Syst. Toshihito Sugimoto, Roberto Sebastian Legaspi, Akihiro Ota, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao
2008	—	`conf`	Pheromone Approach to the Adaptive Discovery of Sensor-Network Topology. IAT Hiroshi Tamaki, Ken-ichi Fukui, Masayuki Numao, Satoshi Kurihara
2008	J	`jnl`	Reinforcement Learning on a Futures Market Simulator. J. Univers. Comput. Sci. Koichi Moriyama, Mitsuhiro Matsumoto, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao
2008	C	`conf`	Sequence-based SOM: Visualizing transition of dynamic clusters. CIT Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao
2007	J	`jnl`	Active Mining. New Gener. Comput. Masayuki Numao, Tu Bao Ho
2007	—	`conf`	Combining Burst Extraction Method and Sequence-Based SOM for Evaluation of Fracture Dynamics in Solid Oxide Fuel Cell. ICTAI (2) Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masayuki Numao
2007	A*	`conf`	Deadline and QoS Aware Data Warehouse. VLDB Wen-Syan Li, Dengfeng Gao, Rafae Bhatti, Inderpal Narang, Hirofumi Matsuzawa, Masayuki Numao, Masahiro Ohkawa, Takeshi Fukuda
2007	—	`conf`	Interpretable Likelihood for Vector Representable Topic. KES (3) Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao
2007	—	`conf`	Knowledge Discovery for Hepatitis C Virus Diagnosis: A Framework for Mining Interesting Classification Rules. ICIC (3) Nuanwan Soonthornphisaj, Supakpong Jinaratana, Taweesak Tanwandee, Masayuki Numao
2007	—	`conf`	Modelling Affective-based Music Compositional Intelligence with the Aid of ANS Analyses. SGAI Conf. Toshihito Sugimoto, Roberto Sebastian Legaspi, Akihiro Ota, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao
2007	A	`conf`	Music compositional intelligence with an affective flavor. IUI Roberto Sebastian Legaspi, Yuya Hashimoto, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao
2007	A*	`conf`	Parts Traceability for Manufacturers. ICDE Christine Robson, Yuji Watanabe, Masayuki Numao
2007	—	`conf`	Reinforcement Learning on a Futures Market Simulator. KES-AMSTA Koichi Moriyama, Mitsuhiro Matsumoto, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao
2006	J	`jnl`	A Category-based Framework of a Self-improving Instructional Planner. Inf. Media Technol. Roberto Legaspi, Raymund Sison, Masayuki Numao
2006	B	`conf`	An Emotion-Driven Musical Piece Generator for a Constructive Adaptive User Interface. PRICAI Roberto Sebastian Legaspi, Yuya Hashimoto, Masayuki Numao
2006	J	`jnl`	Inductive Logic Programming for Multiple-Part Data: Applications on Structure-Activity Relationship Studies. Inf. Media Technol. Cholwich Nattee, Sukree Sinthupinyo, Masayuki Numao
2006	—	`conf`	Visualization Architecture Based on SOM for Two-Class Sequential Data. KES (2) Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao
2005	—	`conf`	A Cluster-based Predictive Modeling to Improve Pedagogic Reasoning. CELDA Roberto Sebastian Legaspi, Raymund Sison, Ken-ichi Fukui, Masayuki Numao
2005	—	`ed.`	Active Mining, Second International Workshop, AM 2003, Maebashi, Japan, October 28, 2003, Revised Selected Papers Active Mining Shusaku Tsumoto, Takahira Yamaguchi, Masayuki Numao, Hiroshi Motoda
2005	—	`conf`	Inductive Logic Programming for Structure-Activity Relationship Studies on Large Scale Data. SAINT Workshops Cholwich Nattee, Sukree Sinthupinyo, Masayuki Numao, Takashi Okada
2005	C	`conf`	Predicting High-level Student Responses Using Conceptual Clustering. ICCE Roberto Sebastian Legaspi, Raymund Sison, Ken-ichi Fukui, Masayuki Numao
2005	—	`conf`	Visualizing Dynamics of the Hot Topics Using Sequence-Based Self-organizing Maps. KES (4) Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao
2004	B	`conf`	A Category-Based Self-Improving Planning Module. Intelligent Tutoring Systems Roberto Sebastian Legaspi, Raymund Sison, Masayuki Numao
2004	—	`conf`	Improving Multiclass ILP by Combining Partial Rules with Winnow Algorithm: Results on Classification of Dopamine Antagonist Molecules. JSAI Workshops Sukree Sinthupinyo, Cholwich Nattee, Masayuki Numao, Takashi Okada, Boonserm Kijsirikul
2004	A*	`conf`	Learning first-order rules from data with multiple parts: applications on mining chemical compound data. ICML Cholwich Nattee, Sukree Sinthupinyo, Masayuki Numao, Takashi Okada
2004	B	`conf`	MSIP: Agents Embodying a Category-Based Learning Process for the ITS Tutor to Self-improve Its Instructional Plans. PRICAI Roberto Sebastian Legaspi, Raymund Sison, Masayuki Numao
2004	B	`conf`	Self-Improving Instructional Plans on the Level of Student Categories. ICALT Roberto Sebastian Legaspi, Raymund Sison, Masayuki Numao
2004	—	`conf`	Workshop on Active Mining (AM-2004). JSAI Workshops Masayuki Numao, Takahira Yamaguchi, Shusaku Tsumoto, Hiroshi Motoda
2003	—	`conf`	Active Mining Project: Overview. Active Mining Shusaku Tsumoto, Takahira Yamaguchi, Masayuki Numao, Hiroshi Motoda
2003	—	`conf`	First-Order Rule Mining by Using Graphs Created from Temporal Medical Data. Active Mining Ryutaro Ichise, Masayuki Numao
2003	—	`conf`	Mining Chemical Compound Structure Data Using Inductive Logic Programming. Active Mining Cholwich Nattee, Sukree Sinthupinyo, Masayuki Numao, Takashi Okada
2003	A	`conf`	Multi-round Secure-Light Broadcast Exclusion Protocol with Pre-processing. ESORICS Yuji Watanabe, Masayuki Numao
2003	—	`conf`	Self-evaluated Learning Agent in Multiple State Games. ECML Koichi Moriyama, Masayuki Numao
2002	B	`ed.`	Algorithmic Learning Theory, 13th International Conference, ALT 2002, Lübeck, Germany, November 24-26, 2002, Proceedings ALT Nicolò Cesa-Bianchi, Masayuki Numao, Rüdiger Reischuk
2002	—	`conf`	CAUI Demonstration Composing Music Based on Human Feelings. AAAI/IAAI Masayuki Numao, Shoichi Takagi, Keisuke Nakamura
2002	C	`conf`	Conditional Cryptographic Delegation for P2P Data Sharing. ISC Yuji Watanabe, Masayuki Numao
2002	A	`conf`	Construction of a learning agent handling its rewards according to environmental situations. AAMAS Koichi Moriyama, Masayuki Numao
2002	—	`conf`	Constructive Adaptive User Interfaces - Composing Music Based on Human Feelings. AAAI/IAAI Masayuki Numao, Shoichi Takagi, Keisuke Nakamura
2002	J	`jnl`	DIPS: Diagrammatic arithmetic problem solver. Syst. Comput. Jpn. Tsuyoshi Murata, Hiroki Kato, Masamichi Shimura, Masayuki Numao
2002	B	`conf`	Editors' Introduction. ALT Nicolò Cesa-Bianchi, Masayuki Numao, Rüdiger Reischuk
2002	C	`conf`	Text Mining from Biomedical Literature Using Term Extraction and Associations Rule Mining. ICMLA Tuan Nam Tran, Masayuki Numao
2002	J	`jnl`	Toward Effective Knowledge Acquisition with First-Order Logic Induction. J. Comput. Sci. Technol. Xiaolong Zhang, Masayuki Numao
2001	A	`conf`	Geometric Method for Document Understanding and Classification Using On-line Machine Learning. ICDAR Cholwich Nattee, Masayuki Numao
2001	J	`jnl`	Learning relational rule from examples that are neither positive nor negative. Syst. Comput. Jpn. Ryutaro Ichise, Masayuki Numao
2001	—	`conf`	Text Data Mining in Biomedical Literature by Combining with an Information Retrieval Approach. INAP Tuan Nam Tran, Masayuki Numao
2001	J	`jnl`	Tutorial Series on Web-computing - Preface. New Gener. Comput. Masayuki Numao, Taisuke Sato
2000	B	`conf`	Constructing an Autonomous Agent with an Interdependent Heuristics. PRICAI Koichi Moriyama, Masayuki Numao
2000	B	`conf`	Discovering Protein Functional Models Using Inductive Logic Programming. PAKDD Takashi Ishikawa, Masayuki Numao, Takao Terano
2000	J	`jnl`	Multistrategy Discovery and Detection of Novice Programmer Errors. Mach. Learn. Raymund Sison, Masayuki Numao, Masamichi Shimura
2000	B	`conf`	Using Domain Knowledge in ILP to Discover Protein Functional Models. PRICAI Takashi Ishikawa, Masayuki Numao, Takao Terano
1999	C	`conf`	A Secure Key Registration System based on Proactive Secret-Sharing Scheme. ISADS Masayuki Numao
1999	J	`jnl`	Inductive Logic Programming for Relational Knowledge Discovery. New Gener. Comput. Nada Lavrac, Saso Dzeroski, Masayuki Numao
1999	B	`conf`	Ordered Estimation of Missing Values. PAKDD Oscar Ortega Lobo, Masayuki Numao
1999	A	`conf`	Periodical Multi-secret Threshold Cryptosystems. ASIACRYPT Masayuki Numao
1998	J	`jnl`	An efficient multiple predicate learner. J. Comput. Sci. Technol. Xiaolong Zhang, Masayuki Numao
1998	—	`conf`	Authoring support by interactive genetic algorithm and case based retrieval. KES (1) Ken Kuriyama, Takao Terano, Masayuki Numao
1998	J	`jnl`	Discovering Error Classes from Discrepancies in Novice Behaviors Via Multistrategy Conceptual Clustering. User Model. User Adapt. Interact. Raymund Sison, Masayuki Numao, Masamichi Shimura
1998	B	`conf`	Toward Effective Knowledge Acquisition with First Order Logic Induction. Discovery Science Xiaolong Zhang, Tetsuo Narita, Masayuki Numao
1997	J	`jnl`	A cell-based approach for generating solid objects from orthographic projections. Comput. Aided Des. Hiroshi Masuda, Masayuki Numao
1997	—	`conf`	Acquisition of Human Feelings in Music Arrangements. IJCAI (1) Masayuki Numao, Masashi Kobayashi, Katsuyuki Sakaniwa
1997	J	`jnl`	Constraint-Based Design for 3D Shapes. Artif. Intell. Shuichi Shimizu, Masayuki Numao
1997	B	`conf`	Learning and Revising Theories in Noisy Domains. ALT Xiaolong Zhang, Masayuki Numao
1997	—	`conf`	Using Data and Theory in Multistretegy (Mis)Concept(ion) Discovery. IJCAI (1) Rayond Sison, Masayuki Numao, Masamichi Shimura
1996	B	`conf`	Efficient Multiple Predicate Learner Based on Fast Failure Mechanism. PRICAI Xiaolong Zhang, Masayuki Numao
1996	B	`conf`	Learning Simple Recursive Concepts by Discovering Missing Examples. PRICAI Chowdhury Rahman Mofizur, Masayuki Numao
1995	—	`conf`	A Learning Mechanism for Logic Programs Using Dynamically Shared Substructures. Machine Intelligence 15 Masayuki Numao, Shigekazu Morita, Kenichi Karaki
1994	—	`conf`	Constructive Induction for Recursive Programs. AII/ALT Chowdhury Rahman Mofizur, Masayuki Numao
1992	A*	`conf`	Discrimination-Based Constructive Induction of Logic Programs. AAAI Boonserm Kijsirikul, Masayuki Numao, Masamichi Shimura
1992	—	`conf`	Inductively Speeding Up Logic Programs. Machine Intelligence 13 Masayuki Numao, T. Maruoka, Masamichi Shimura
1991	B	`conf`	An ATMS-based geometric constraint solver for 3D CAD. ICTAI Shuichi Shimizu, Keisuke Inoue, Masayuki Numao
1991	—	`conf`	Efficient Learning of Logic Programs with Non-determinant, Non-discriminating Literals. ML Boonserm Kijsirikul, Masayuki Numao, Masamichi Shimura
1990	—	`conf`	A Knowledge-Level Analysis of Explanation-Based Learning. IEA/AIE (Vol. 2) Masayuki Numao, Masamichi Shimura
1990	J	`jnl`	A Learning method based on partial structures of explanations. Syst. Comput. Jpn. Masayuki Numao, Masamichi Shimura
1990	A	`conf`	Analytical Learning of Inductive Inference. ECAI Masayuki Numao
1990	J	`jnl`	How Should Prolog Computation Be Represented for Practical Use? New Gener. Comput. Masayuki Numao
1989	—	`conf`	Explanation-Based Acceleration of Similarity-Based Learning. ML Masayuki Numao, Masamichi Shimura
1987	B	`conf`	Symbolical Construction of Truth Value Domain for Logic Program. ICLP Shinichi Morishita, Masayuki Numao, Shin'ichi Hirose
1987	—	`conf`	Update Propagation Network - A Framework for Constraint Programming. LP Masayuki Numao
1986	—	`conf`	Prolog Computation Model BPM and its Debugger PROEDIT2. LP Shinichi Morishita, Masayuki Numao
1985	—	`conf`	PROEDIT - A Screen Oriented Prolog Programming Environment. LP Masayuki Numao, H. Maruyama
1985	—	`conf`	Visual Debugger for Prolog. CAIA Masayuki Numao, Tetsunosuke Fujisaki
1984	—	`conf`	Evaluation of Graph Representations with Active Nodes. RIMS Symposia on Software Science and Engineering Masayuki Numao, Masamichi Shimura