Masayuki Numao

According to our database, Masayuki Numao authored at least 202 papers between 1984 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Granger causality-based cluster sequence mining for spatio-temporal causal relation mining.

Nat Pavasant, Takashi Morita, Masayuki Numao, Ken-ichi Fukui

Int. J. Data Sci. Anal., April, 2024

Adaptive Uncertainty-Penalized Model Selection for Data-Driven PDE Discovery.

Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui

IEEE Access, 2024

2023

Noise-aware physics-informed machine learning for robust PDE discovery.

Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui

Mach. Learn. Sci. Technol., March, 2023

Adaptive Uncertainty-Guided Model Selection for Data-Driven PDE Discovery.

Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui

CoRR, 2023

State Machine-Based Multimodal Dialogue System for the Elderly Care Service.

Takatsugu Suzaki, Masayuki Numao

Proceedings of the Post-event Proceedings of the AAAI Spring Symposium: Socially Responsible AI for Well-being (AAAI-SRAI 2023) co-located with Association for the Advancement of Artificial Intelligence 2023 Spring Symposium (AAAI-Spring Symposium 2023), 2023

Introduction of Face Expression into Dialogue System for A Sense of Affinity.

Hiroki Midorikawa, Takatsugu Suzaki, Masahiro Kawamura, Masayuki Numao

Proceedings of the Post-event Proceedings of the AAAI Spring Symposium: Socially Responsible AI for Well-being (AAAI-SRAI 2023) co-located with Association for the Advancement of Artificial Intelligence 2023 Spring Symposium (AAAI-Spring Symposium 2023), 2023

Integration of Robot-Initiated Dialog into Task-Oriented Dialog by Adding Hidden Tasks - Application to Monitoring for Elderly.

Masahiro Kawamura, Takatsugu Suzaki, Masayuki Numao

Proceedings of the Post-event Proceedings of the AAAI Spring Symposium: Socially Responsible AI for Well-being (AAAI-SRAI 2023) co-located with Association for the Advancement of Artificial Intelligence 2023 Spring Symposium (AAAI-Spring Symposium 2023), 2023

2022

Multi-Kernel Temporal and Spatial Convolution for EEG-Based Emotion Classification.

Taweesak Emsawas, Takashi Morita, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao

Sensors, 2022

Renewal of the Major Fields of New Generation Computing Vol. 40 (2022).

Masayuki Numao, Yutaka Matsuo, Yoji Kiyota

New Gener. Comput., 2022

Noise-aware Physics-informed Machine Learning for Robust PDE Discovery.

Pongpisit Thanasutives, Takeshi Morita, Masayuki Numao, Ken-ichi Fukui

CoRR, 2022

How to Teach AI Programming for Elementary Students?

Hiromitsu Yamaguchi, Hirofumi Abe, Toshiyuki Shimazaki, Kenzo Ozaki, Masayuki Numao

Proceedings of the Symposium How Fair is Fair? Achieving Wellbeing AI co-located with Association for the Advancement of Artificial Intelligence 2022 Spring Symposium (AAAI-Spring Symposium 2022), 2022

Modeling, Monitoring and Measuring of Social Isolation for Community-based Care in Nursing House.

Shintaro Nagama, Masayuki Numao

Proceedings of the Symposium How Fair is Fair? Achieving Wellbeing AI co-located with Association for the Advancement of Artificial Intelligence 2022 Spring Symposium (AAAI-Spring Symposium 2022), 2022

Automatic Textual Care Record Generation for Smart Nursing.

Hayate Kondo, Masayuki Numao

Proceedings of the Symposium How Fair is Fair? Achieving Wellbeing AI co-located with Association for the Advancement of Artificial Intelligence 2022 Spring Symposium (AAAI-Spring Symposium 2022), 2022

2021

A Comparative Study of Window Size and Channel Arrangement on EEG-Emotion Recognition Using Deep CNN.

Panayu Keelawat, Nattapong Thammasan, Masayuki Numao, Boonserm Kijsirikul

Sensors, 2021

Learning Subject-Generalized Topographical EEG Embeddings Using Deep Variational Autoencoders and Domain-Adversarial Regularization.

Juan Lorenzo Hagad, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao

Sensors, 2021

A Framework for Predicting Remaining Useful Life Curve of Rolling Bearings Under Defect Progression Based on Neural Network and Bayesian Method.

Masashi Kitai, Takuji Kobayashi, Hiroki Fujiwara, Ryoji Tani, Masayuki Numao, Ken-ichi Fukui

IEEE Access, 2021

Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations.

Pongpisit Thanasutives, Masayuki Numao, Ken-ichi Fukui

Proceedings of the International Joint Conference on Neural Networks, 2021

EEG emotion Enhancement using Task-specific Domain Adversarial Neural Network.

Ke-Ming Ding, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao

Proceedings of the International Joint Conference on Neural Networks, 2021

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

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Cross-phase Emotion Recognition using Multiple Source Domain Adaptation.

Ke-Ming Ding, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020

Deep Visual Models for EEG of Mindfulness Meditation in a Workplace Setting.

Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Precision Health and Medicine - A Digital Revolution in Healthcare, 2020

Renewal of the Major Fields of New Generation Computing Vol. 38 (2020).

Masayuki Numao, Yutaka Matsuo, Shinnosuke Seki

New Gener. Comput., 2020

Explainable and unexpectable recommendations using relational learning on multiple domains.

Sirawit Sopchoke, Ken-ichi Fukui, Masayuki Numao

Intell. Data Anal., 2020

Reinforcement learning based metric filtering for evolutionary distance metric learning.

Bassel Ali, Koichi Moriyama, Wasin Kalintha, Masayuki Numao, Ken-ichi Fukui

Intell. Data Anal., 2020

Towards Multimodal Office Task Performance Estimation.

Nattapat Boonprakong, Tsukasa Kimura, Ken-ichi Fukui, Kazuya Okada, Masato Ito, Hiroshi Maruyama, Masayuki Numao

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Spatio-Temporal Change Detection Using Granger Sequence Pattern.

Nat Pavasant, Masayuki Numao, Ken-ichi Fukui

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting.

Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao, Boonserm Kijsirikul

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Spatio-Temporal Change Detection with Granger Causality Based Cluster Sequence Mining.

Nat Pavasant, Masayuki Numao, Ken-ichi Fukui

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Reinforcement Learning based Evolutionary Metric Filtering for High Dimensional Problems.

Bassel Ali, Koichi Moriyama, Masayuki Numao, Ken-ichi Fukui

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

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

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Comparative Study of Wet and Dry Systems on EEG-Based Cognitive Tasks.

Taweesak Emsawas, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Brain Informatics - 13th International Conference, 2020

2019

Renewal of the Major Fields from New Generation Computing Vol. 37 (2019).

Masayuki Numao, Yutaka Matsuo, Kouzou Ohara, Fujio Toriumi

New Gener. Comput., 2019

A special Issue Dedicated to the Memory of Koichi Furukawa: a Note from the Editors.

Masayuki Numao

New Gener. Comput., 2019

Cluster sequence mining from event sequence data and its application to damage correlation analysis.

Ken-ichi Fukui, Yoshiyuki Okada, Kazuki Satoh, Masayuki Numao

Knowl. Based Syst., 2019

Kernelized evolutionary distance metric learning for semi-supervised clustering.

Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui

Intell. Data Anal., 2019

Spatiotemporal Emotion Recognition using Deep CNN Based on EEG during Music Listening.

Panayu Keelawat, Nattapong Thammasan, Masayuki Numao, Boonserm Kijsirikul

CoRR, 2019

Modelling Naturalistic Work Stress Using Spectral HRV Representations and Deep Learning.

Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Advances in Artificial Intelligence, 2019

Feasible Affect Recognition in Advertising Based on Physiological Responses from Wearable Sensors.

Taweesak Emsawas, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Advances in Artificial Intelligence, 2019

A Study of Upper Tropospheric Circulations over the Northern Hemisphere Prediction Using Multivariate Features by ConvLSTM.

Ekasit Phermphoonphiphat, Tomohiko Tomita, Masayuki Numao, Ken-ichi Fukui

Proceedings of the 23rd Asia Pacific Symposium on Intelligent and Evolutionary Systems, 2019

Physics-Guided Neural Network with Model Discrepancy Based on Upper Troposphere Wind Prediction.

Ken-ichi Fukui, Junya Tanaka, Tomohiko Tomita, Masayuki Numao

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Emotion-driven Creative Music Composition in brAInMelody®.

Masayuki Numao

Proceedings of the Tenth International Conference on Computational Creativity, 2019

Measuring Functional Independence of an Aged Person with a Combination of Machine Learning and Logical Reasoning.

Nobuyuki Oishi, Masayuki Numao

Proceedings of the Symposium Interpretable AI for Well-being: Understanding Cognitive Bias and Social Embeddedness co-located with Association for the Advancement of Artificial Intelligence 2019 Spring Symposium (AAAI-Spring Symposium 2019), 2019

2018

Two-Stage Reinforcement Learning Algorithm for Quick Cooperation in Repeated Games.

Wataru Fujita, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

Trans. Comput. Collect. Intell., 2018

Renewal of the Major Fields from New Generation Computing Vol. 36 (2018).

Masayuki Numao, Yutaka Matsuo, Ayumi Shinohara, Masaki Suwa

New Gener. Comput., 2018

Efficient Decision Trees for Multi-Class Support Vector Machines Using Entropy and Generalization Error Estimation.

Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao

Int. J. Appl. Math. Comput. Sci., 2018

Generating a melody based on symbiotic evolution for musicians' creative activities.

Noriko Otani, Daisuke Okabe, Masayuki Numao

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Reinforcement learning for evolutionary distance metric learning systems improvement.

Bassel Ali, Wasin Kalintha, Koichi Moriyama, Masayuki Numao, Ken-ichi Fukui

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Active Online Learning Architecture for Multimodal Sensor-based ADL Recognition.

Nobuyuki Oishi, Masayuki Numao

Proceedings of the 2018 AAAI Spring Symposia, 2018

IoT-based Emotion Recognition Robot to Enhance Sense of Community in Nursing Home.

Shintaro Nagama, Masayuki Numao

Proceedings of the 2018 AAAI Spring Symposia, 2018

Explainable Cross-Domain Recommendations Through Relational Learning.

Sirawit Sopchoke, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Statistical sleep pattern modelling for sleep quality assessment based on sound events.

Hongle Wu, Takafumi Kato, Masayuki Numao, Ken-ichi Fukui

Health Inf. Sci. Syst., 2017

Familiarity effects in EEG-based emotion recognition.

Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

Brain Informatics, 2017

Personal sleep pattern visualization using sequence-based kernel self-organizing map on sound data.

Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui

Artif. Intell. Medicine, 2017

Reinforcement learning based distance metric filtering approach in clustering.

Bassel Ali, Ken-ichi Fukui, Wasin Kalintha, Koichi Moriyama, Masayuki Numao

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Concept Drift Detection for Graph-Structured Classifiers under Scarcity of True Labels.

Noppayut Sriwatanasakdi, Masayuki Numao, Ken-ichi Fukui

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

ART-2b: Adapted ART-2a for large scale data clustering on PM2.5 mass spectra.

Nat Pavasant, Hiroshi Furutani, Masayuki Numao, Ken-ichi Fukui

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Multimodal stability-sensitive emotion recognition based on brainwave and physiological signals.

Nattapong Thammasan, Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2017

Sensor-Based Detection of Invisible Changes in Activities towards Visualizing Disuse Syndrome.

Shuya Masuda, Masayuki Numao

Proceedings of the 2017 AAAI Spring Symposia, 2017

Personal Sleep Pattern Visualization via Clustering on Sound Data.

Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui

Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

Multimodal Fusion of EEG and Musical Features in Music-Emotion Recognition.

Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Kernel density compression for real-time Bayesian encoding/decoding of unsorted hippocampal spikes.

Danaipat Sodkomkham, Davide Ciliberti, Matthew A. Wilson, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao, Fabian Kloosterman

Knowl. Based Syst., 2016

Continuous Music-Emotion Recognition Based on Electroencephalogram.

Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

IEICE Trans. Inf. Syst., 2016

Fusion of EEG and Musical Features in Continuous Music-emotion Recognition.

Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao

CoRR, 2016

An investigation of annotation smoothing for EEG-based continuous music-emotion recognition.

Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Application of Annotation Smoothing for Subject-Independent Emotion Recognition Based on Electroencephalogram.

Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Trends in Artificial Intelligence: PRICAI 2016 Workshops, 2016

Application of deep belief networks in eeg-based dynamic music-emotion recognition.

Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Proceedings in Adaptation, Learning and Optimization.

Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui

Proceedings of the Intelligent and Evolutionary Systems - The 20th Asia Pacific Symposium, 2016

Sleep Pattern Discovery via Visualizing Cluster Dynamics of Sound Data.

Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui

Proceedings of the Trends in Applied Knowledge-Based Systems and Data Science, 2016

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

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Adaptive Two-stage Learning Algorithm for Repeated Games.

Wataru Fujita, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

Non-Restrictive Continuous Health Monitoring by Integration of RFID and Microwave Sensor.

Masayuki Numao, Shuya Masuda

Proceedings of the 2016 AAAI Spring Symposia, 2016

2015

An analysis of player affect transitions in survival horror games.

Vanus Vachiratamporn, Roberto Sebastian Legaspi, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

J. Multimodal User Interfaces, 2015

3D Objects Tracking by MapReduce GPGPU-Enhanced Particle Filter.

Jieyun Zhou, Xiaofeng Li, Haitao Chen, Rutong Chen, Masayuki Numao

IEICE Trans. Inf. Syst., 2015

Predicting Research Trends Identified by Research Histories via Breakthrough Researches.

Nagayoshi Yamashita, Masayuki Numao, Ryutaro Ichise

IEICE Trans. Inf. Syst., 2015

Cluster Analysis of Face Images and Literature Data by Evolutionary Distance Metric Learning.

Wasin Kalintha, Taishi Megano, Satoshi Ono, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Research and Development in Intelligent Systems XXXII, 2015

Item-Based Learning for Music Emotion Prediction Using EEG Data.

Peerapon Vateekul, Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Principles and Practice of Multi-Agent Systems, 2015

Design of Populations in Symbiotic Evolution to Generate Chord Progression in Consideration of the Entire Music Structure.

Noriko Otani, Shoko Shirakawa, Masayuki Numao

Proceedings of the Principles and Practice of Multi-Agent Systems, 2015

Modeling Work Stress Using Heart Rate and Stress Coping Profiles.

Juan Lorenzo Hagad, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Principles and Practice of Multi-Agent Systems, 2015

Cluster Sequence Mining: Causal Inference with Time and Space Proximity Under Uncertainty.

Yoshiyuki Okada, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Concept Drift Detection with Clustering via Statistical Change Detection Methods.

Yusuke Sakamoto, Ken-ichi Fukui, João Gama, Daniela Nicklas, Koichi Moriyama, Masayuki Numao

Proceedings of the 2015 Seventh International Conference on Knowledge and Systems Engineering, 2015

An Efficient Generalized Clustering Method for Achieving K-Anonymization.

Xiaoshuang Xu, Masayuki Numao

Proceedings of the Third International Symposium on Computing and Networking, 2015

Prediction as faster perception in a real-time fighting video game.

Kazuki Asayama, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015

Evolutionary multi-objective distance metric learning for multi-label clustering.

Taishi Megano, Ken-ichi Fukui, Masayuki Numao, Satoshi Ono

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Investigation of Familiarity Effects in Music-Emotion Recognition Based on EEG.

Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

2014

SIR-Extended Information Diffusion Model of False Rumor and its Prevention Strategy for Twitter.

Yoshiyuki Okada, Keisuke Ikeda, Kousuke Shinoda, Fujio Toriumi, Takeshi Sakaki, Kazuhiro Kazama, Masayuki Numao, Itsuki Noda, Satoshi Kurihara

J. Adv. Comput. Intell. Intell. Informatics, 2014

Sidekick: A Tool for Helping Students Manage Behavior in Self-initiated Learning Scenarios.

Paul Salvador Inventado, Roberto Sebastian Legaspi, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

Int. J. Distance Educ. Technol., 2014

An Intelligent Fighting Videogame Opponent Adapting to Behavior Patterns of the User.

Koichi Moriyama, Simón Enrique Ortiz Branco, Mitsuhiro Matsumoto, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao

IEICE Trans. Inf. Syst., 2014

Predicting Consumer Familiarity with Health Topics by Query Formulation and Search Result Interaction.

Ira Puspitasari, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao

Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Symbiotic Evolution to Generate Chord Progression Consisting of Four Parts for a Music Composition System.

Noriko Otani, Shoko Shirakawa, Masayuki Numao

Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

A Product Domain Model Based Software Product Line Engineering for Web Application.

Takashi Nerome, Masayuki Numao

Proceedings of the Second International Symposium on Computing and Networking, 2014

An implementation of affective adaptation in survival horror games.

Vanus Vachiratamporn, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

Proceedings of the 2014 IEEE Conference on Computational Intelligence and Games, 2014

Cooperation-eliciting prisoner's dilemma payoffs for reinforcement learning agents.

Koichi Moriyama, Satoshi Kurihara, Masayuki Numao

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013

Discovering Emotion-Inducing Music Features Using EEG Signals.

Rafael Cabredo, Roberto Sebastian Legaspi, Paul Salvador Inventado, Masayuki Numao

J. Adv. Comput. Intell. Intell. Informatics, 2013

Context-Aware Application Prediction and Recommendation in Mobile Devices.

Satoshi Kurihara, Koichi Moriyama, Masayuki Numao

Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

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

Proceedings of the 2013 IEEE Virtual Reality, 2013

Predictability Analysis of Aperiodic and Periodic Model for Long-Term Human Mobility Using Ambient Sensors.

Danaipat Sodkomkham, Roberto Sebastian Legaspi, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao

Proceedings of the Mining, Modeling, and Recommending 'Things' in Social Media, 2013

Evolutionary Distance Metric Learning Approach to Semi-supervised Clustering with Neighbor Relations.

Ken-ichi Fukui, Satoshi Ono, Taishi Megano, Masayuki Numao

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Proposition of the Context-Aware Application Prediction Mechanism for Mobile Devices.

Satoshi Kurihara, Koichi Moriyama, Masayuki Numao

Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2013

Helping Students Manage Personalized Learning Scenarios.

Paul Salvador Inventado, Roberto Sebastian Legaspi, Masayuki Numao

Proceedings of the 6th International Conference on Educational Data Mining, 2013

Modeling Affect in Student-driven Learning Scenarios.

Paul Salvador Inventado, Roberto Sebastian Legaspi, Rafael Cabredo, Masayuki Numao

Proceedings of the 6th International Conference on Educational Data Mining, 2013

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

Proceedings of the Workshops at the 16th International Conference on Artificial Intelligence in Education AIED 2013, 2013

Identification of Effective Learning Behaviors.

Paul Salvador Inventado, Roberto Sebastian Legaspi, Rafael Cabredo, Koichi Moriyama, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao

Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013

Towards the Design of Affective Survival Horror Games: An Investigation on Player Affect.

Vanus Vachiratamporn, Roberto Sebastian Legaspi, Koichi Moriyama, Masayuki Numao

Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012

Adaptive interactive device control by using reinforcement learning in ambient information environment.

Junya Nakase, Koichi Moriyama, Kiyoshi Kiyokawa, Masayuki Numao, Mayumi Oyama, Satoshi Kurihara

Proceedings of the 2012 IEEE Virtual Reality, 2012

Generation of Chord Progression Using Harmony Search Algorithm for a Constructive Adaptive User Interface.

Noriko Otani, Katsutoshi Tadokoro, Satoshi Kurihara, Masayuki Numao

Proceedings of the PRICAI 2012: Trends in Artificial Intelligence, 2012

Co-occurring Cluster Mining for Damage Patterns Analysis of a Fuel Cell.

Daiki Inaba, Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Masayuki Numao

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Neighborhood-Based Smoothing of External Cluster Validity Measures.

Ken-ichi Fukui, Masayuki Numao

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

An Emotion Model for Music Using Brain Waves.

Rafael Cabredo, Roberto Sebastian Legaspi, Paul Salvador Inventado, Masayuki Numao

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

2011

Topographic Measure Based on External Criteria for Self-Organizing Map.

Ken-ichi Fukui, Masayuki Numao

Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

Predicting Levels of Rapport in Dyadic Interactions through Automatic Detection of Posture and Posture Congruence.

Juan Lorenzo Hagad, Roberto Sebastian Legaspi, Masayuki Numao, Merlin Suarez

Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Exploring Melodic Motif to Support an Affect-Based Music Compositional Intelligence.

Roberto Sebastian Legaspi, Akinobu Ueda, Rafael Cabredo, Takayuki Nishikawa, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao

Proceedings of the Third International Conference on Knowledge and Systems Engineering, 2011

Observatory: A Tool for Recording, Annotating and Reviewing Emotion-Related Data.

Paul Salvador Inventado, Roberto Sebastian Legaspi, Masayuki Numao, Merlin Suarez

Proceedings of the Third International Conference on Knowledge and Systems Engineering, 2011

Identifying Emotion Segments in Music by Discovering Motifs in Physiological Data.

Rafael Cabredo, Roberto Sebastian Legaspi, Masayuki Numao

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Investigating the Transitions between Learning and Non-learning Activities as Students Learn Online.

Paul Salvador Inventado, Roberto Sebastian Legaspi, Merlin Suarez, Masayuki Numao

Proceedings of the 4th International Conference on Educational Data Mining, 2011

Evolving subjective utilities: Prisoner's Dilemma game examples.

Koichi Moriyama, Satoshi Kurihara, Masayuki Numao

Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010

Three-Subagent Adapting Architecture for Fighting Videogames.

Simón Enrique Ortiz Branco, Koichi Moriyama, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao

Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Addressing the problems of data-centric physiology-affect relations modeling.

Roberto Sebastian Legaspi, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao, Merlin Suarez

Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010

Kullback-Leibler Divergence Based Kernel SOM for Visualization of Damage Process on Fuel Cells.

Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Masayuki Numao

Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

2009

A new method of fast compression of program code for ota updates in consumer devices.

Ryozo Kiyohara, Satoshi Mii, Mitsuhiro Matsumoto, Masayuki Numao, Satoshi Kurihara

IEEE Trans. Consumer Electron., 2009

Academic Roadmap in Integrated Information Field.

Yasuo Kuniyoshi, Masayuki Numao

Adv. Robotics, 2009

Method for fast compression of program codes for remote updates in embedded systems.

Ryozo Kiyohara, Satoshi Mii, Mitsuhiro Matsumoto, Masayuki Numao, Satoshi Kurihara

Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Trace Mining from Distributed Assembly Databases for Causal Analysis.

Shohei Hido, Hirofumi Matsuzawa, Fumihiko Kitayama, Masayuki Numao

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Growth Analysis of Neighbor Network for Evaluation of Damage Progress.

Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masahiro Kimura, Masayuki Numao

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Constructive Adaptive User Interfaces Based on Brain Waves.

Masayuki Numao, Takayuki Nishikawa, Toshihito Sugimoto, Satoshi Kurihara, Roberto Sebastian Legaspi

Proceedings of the Human-Computer Interaction. Novel Interaction Methods and Techniques, 2009

Traffic congestion forecasting based on pheromone communication model for intelligent transport systems.

Satoshi Kurihara, Hiroshi Tamaki, Masayuki Numao, Junji Yano, Kouji Kagawa, Tetsuo Morita

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

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

Knowl. Based Syst., 2008

Reinforcement Learning on a Futures Market Simulator.

Koichi Moriyama, Mitsuhiro Matsumoto, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao

J. Univers. Comput. Sci., 2008

Cluster-based predictive modeling to improve pedagogic reasoning.

Roberto Sebastian Legaspi, Raymund Sison, Ken-ichi Fukui, Masayuki Numao

Comput. Hum. Behav., 2008

Elucidating Relationships among Research Subjects from Grant Application Data.

Ryutaro Ichise, Kazuhiro Satoh, Masayuki Numao

Proceedings of the 12th International Conference on Information Visualisation, 2008

Pheromone Approach to the Adaptive Discovery of Sensor-Network Topology.

Hiroshi Tamaki, Ken-ichi Fukui, Masayuki Numao, Satoshi Kurihara

Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

Sequence-based SOM: Visualizing transition of dynamic clusters.

Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao

Proceedings of 8th IEEE International Conference on Computer and Information Technology, 2008

2007

Active Mining.

Masayuki Numao, Tu Bao Ho

New Gener. Comput., 2007

Deadline and QoS Aware Data Warehouse.

Wen-Syan Li, Dengfeng Gao, Rafae Bhatti, Inderpal Narang, Hirofumi Matsuzawa, Masayuki Numao, Masahiro Ohkawa, Takeshi Fukuda

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Interpretable Likelihood for Vector Representable Topic.

Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Music compositional intelligence with an affective flavor.

Roberto Sebastian Legaspi, Yuya Hashimoto, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao

Proceedings of the 12th International Conference on Intelligent User Interfaces, 2007

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

Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Knowledge Discovery for Hepatitis C Virus Diagnosis: A Framework for Mining Interesting Classification Rules.

Nuanwan Soonthornphisaj, Supakpong Jinaratana, Taweesak Tanwandee, Masayuki Numao

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Contemporary Intelligent Computing Techniques, 2007

Parts Traceability for Manufacturers.

Christine Robson, Yuji Watanabe, Masayuki Numao

Proceedings of the 23rd International Conference on Data Engineering, 2007

2006

An Emotion-Driven Musical Piece Generator for a Constructive Adaptive User Interface.

Roberto Sebastian Legaspi, Yuya Hashimoto, Masayuki Numao

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Visualization Architecture Based on SOM for Two-Class Sequential Data.

Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

2005

Inductive Logic Programming for Structure-Activity Relationship Studies on Large Scale Data.

Cholwich Nattee, Sukree Sinthupinyo, Masayuki Numao, Takashi Okada

Proceedings of the 2005 IEEE/IPSJ International Symposium on Applications and the Internet Workshops (SAINT 2005 Workshops), 31 January, 2005

Visualizing Dynamics of the Hot Topics Using Sequence-Based Self-organizing Maps.

Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Predicting High-level Student Responses Using Conceptual Clustering.

Roberto Sebastian Legaspi, Raymund Sison, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences, 2005

2004

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

Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

Improving Multiclass ILP by Combining Partial Rules with Winnow Algorithm: Results on Classification of Dopamine Antagonist Molecules.

Sukree Sinthupinyo, Cholwich Nattee, Masayuki Numao, Takashi Okada, Boonserm Kijsirikul

Proceedings of the New Frontiers in Artificial Intelligence - JSAI 2003 and JSAI 2004 Conferences and Workshops, Niigata, Japan, June 23-27, 2003 and Kanazawa, Japan, May 31, 2004

Workshop on Active Mining (AM-2004).

Masayuki Numao, Takahira Yamaguchi, Shusaku Tsumoto, Hiroshi Motoda

Proceedings of the New Frontiers in Artificial Intelligence - JSAI 2003 and JSAI 2004 Conferences and Workshops, Niigata, Japan, June 23-27, 2003 and Kanazawa, Japan, May 31, 2004

A Category-Based Self-Improving Planning Module.

Roberto Sebastian Legaspi, Raymund Sison, Masayuki Numao

Proceedings of the Intelligent Tutoring Systems, 7th International Conference, 2004

Learning first-order rules from data with multiple parts: applications on mining chemical compound data.

Cholwich Nattee, Sukree Sinthupinyo, Masayuki Numao, Takashi Okada

Proceedings of the Machine Learning, 2004

Self-Improving Instructional Plans on the Level of Student Categories.

Roberto Sebastian Legaspi, Raymund Sison, Masayuki Numao

Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2004

2003

Multi-round Secure-Light Broadcast Exclusion Protocol with Pre-processing.

Yuji Watanabe, Masayuki Numao

Proceedings of the Computer Security, 2003

Self-evaluated Learning Agent in Multiple State Games.

Koichi Moriyama, Masayuki Numao

Proceedings of the Machine Learning: ECML 2003, 2003

Active Mining Project: Overview.

Shusaku Tsumoto, Takahira Yamaguchi, Masayuki Numao, Hiroshi Motoda

Proceedings of the Active Mining, Second International Workshop, 2003

Mining Chemical Compound Structure Data Using Inductive Logic Programming.

Cholwich Nattee, Sukree Sinthupinyo, Masayuki Numao, Takashi Okada

Proceedings of the Active Mining, Second International Workshop, 2003

First-Order Rule Mining by Using Graphs Created from Temporal Medical Data.

Ryutaro Ichise, Masayuki Numao

Proceedings of the Active Mining, Second International Workshop, 2003

2002

DIPS: Diagrammatic arithmetic problem solver.

Tsuyoshi Murata, Hiroki Kato, Masamichi Shimura, Masayuki Numao

Syst. Comput. Jpn., 2002

Toward Effective Knowledge Acquisition with First-Order Logic Induction.

Xiaolong Zhang, Masayuki Numao

J. Comput. Sci. Technol., 2002

Conditional Cryptographic Delegation for P2P Data Sharing.

Yuji Watanabe, Masayuki Numao

Proceedings of the Information Security, 5th International Conference, 2002

Text Mining from Biomedical Literature Using Term Extraction and Associations Rule Mining.

Tuan Nam Tran, Masayuki Numao

Proceedings of the 2002 International Conference on Machine Learning and Applications, 2002

Construction of a learning agent handling its rewards according to environmental situations.

Koichi Moriyama, Masayuki Numao

Proceedings of the First International Joint Conference on Autonomous Agents & Multiagent Systems, 2002

Editors' Introduction.

Nicolò Cesa-Bianchi, Masayuki Numao, Rüdiger Reischuk

Proceedings of the Algorithmic Learning Theory, 13th International Conference, 2002

CAUI Demonstration Composing Music Based on Human Feelings.

Masayuki Numao, Shoichi Takagi, Keisuke Nakamura

Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002

Constructive Adaptive User Interfaces - Composing Music Based on Human Feelings.

Masayuki Numao, Shoichi Takagi, Keisuke Nakamura

Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002

2001

Learning relational rule from examples that are neither positive nor negative.

Ryutaro Ichise, Masayuki Numao

Syst. Comput. Jpn., 2001

Tutorial Series on Web-computing - Preface.

Masayuki Numao, Taisuke Sato

New Gener. Comput., 2001

Text Data Mining in Biomedical Literature by Combining with an Information Retrieval Approach.

Tuan Nam Tran, Masayuki Numao

Proceedings of the 14th International Conference on Applications of Prolog, 2001

Geometric Method for Document Understanding and Classification Using On-line Machine Learning.

Cholwich Nattee, Masayuki Numao

Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

2000

Multistrategy Discovery and Detection of Novice Programmer Errors.

Raymund Sison, Masayuki Numao, Masamichi Shimura

Mach. Learn., 2000

Constructing an Autonomous Agent with an Interdependent Heuristics.

Koichi Moriyama, Masayuki Numao

Proceedings of the PRICAI 2000, Topics in Artificial Intelligence, 6th Pacific Rim International Conference on Artificial Intelligence, Melbourne, Australia, August 28, 2000

Using Domain Knowledge in ILP to Discover Protein Functional Models.

Takashi Ishikawa, Masayuki Numao, Takao Terano

Proceedings of the PRICAI 2000, Topics in Artificial Intelligence, 6th Pacific Rim International Conference on Artificial Intelligence, Melbourne, Australia, August 28, 2000

Discovering Protein Functional Models Using Inductive Logic Programming.

Takashi Ishikawa, Masayuki Numao, Takao Terano

Proceedings of the Knowledge Discovery and Data Mining, 2000

1999

Inductive Logic Programming for Relational Knowledge Discovery.

Nada Lavrac, Saso Dzeroski, Masayuki Numao

New Gener. Comput., 1999

Ordered Estimation of Missing Values.

Oscar Ortega Lobo, Masayuki Numao

Proceedings of the Methodologies for Knowledge Discovery and Data Mining, 1999

A Secure Key Registration System based on Proactive Secret-Sharing Scheme.

Masayuki Numao

Proceedings of the Fourth International Symposium on Autonomous Decentralized Systems, 1999

Periodical Multi-secret Threshold Cryptosystems.

Masayuki Numao

Proceedings of the Advances in Cryptology, 1999

1998

Discovering Error Classes from Discrepancies in Novice Behaviors Via Multistrategy Conceptual Clustering.

Raymund Sison, Masayuki Numao, Masamichi Shimura

User Model. User Adapt. Interact., 1998

An efficient multiple predicate learner.

Xiaolong Zhang, Masayuki Numao

J. Comput. Sci. Technol., 1998

Authoring support by interactive genetic algorithm and case based retrieval.

Ken Kuriyama, Takao Terano, Masayuki Numao

Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998

Toward Effective Knowledge Acquisition with First Order Logic Induction.

Xiaolong Zhang, Tetsuo Narita, Masayuki Numao

Proceedings of the Discovery Science, 1998

1997

A cell-based approach for generating solid objects from orthographic projections.

Hiroshi Masuda, Masayuki Numao

Comput. Aided Des., 1997

Constraint-Based Design for 3D Shapes.

Shuichi Shimizu, Masayuki Numao

Artif. Intell., 1997

Using Data and Theory in Multistretegy (Mis)Concept(ion) Discovery.

Rayond Sison, Masayuki Numao, Masamichi Shimura

Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997

Acquisition of Human Feelings in Music Arrangements.

Masayuki Numao, Masashi Kobayashi, Katsuyuki Sakaniwa

Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997

Learning and Revising Theories in Noisy Domains.

Xiaolong Zhang, Masayuki Numao

Proceedings of the Algorithmic Learning Theory, 8th International Conference, 1997

1996

Efficient Multiple Predicate Learner Based on Fast Failure Mechanism.

Xiaolong Zhang, Masayuki Numao

Proceedings of the PRICAI'96: Topics in Artificial Intelligence, 1996

Learning Simple Recursive Concepts by Discovering Missing Examples.

Chowdhury Rahman Mofizur, Masayuki Numao

Proceedings of the PRICAI'96: Topics in Artificial Intelligence, 1996

1995

A Learning Mechanism for Logic Programs Using Dynamically Shared Substructures.

Masayuki Numao, Shigekazu Morita, Kenichi Karaki

Proceedings of the Machine Intelligence 15, 1995

1994

Constructive Induction for Recursive Programs.

Chowdhury Rahman Mofizur, Masayuki Numao

Proceedings of the Algorithmic Learning Theory, 1994

1992

Inductively Speeding Up Logic Programs.

Masayuki Numao, T. Maruoka, Masamichi Shimura

Proceedings of the Machine Intelligence 13, 1992

Discrimination-Based Constructive Induction of Logic Programs.

Boonserm Kijsirikul, Masayuki Numao, Masamichi Shimura

Proceedings of the 10th National Conference on Artificial Intelligence, 1992

1991

An ATMS-based geometric constraint solver for 3D CAD.

Shuichi Shimizu, Keisuke Inoue, Masayuki Numao

Proceedings of the Third International Conference on Tools for Artificial Intelligence, 1991

Efficient Learning of Logic Programs with Non-determinant, Non-discriminating Literals.

Boonserm Kijsirikul, Masayuki Numao, Masamichi Shimura

Proceedings of the Eighth International Workshop (ML91), 1991

1990

A Learning method based on partial structures of explanations.

Masayuki Numao, Masamichi Shimura

Syst. Comput. Jpn., 1990

How Should Prolog Computation Be Represented for Practical Use?

Masayuki Numao

New Gener. Comput., 1990

A Knowledge-Level Analysis of Explanation-Based Learning.

Masayuki Numao, Masamichi Shimura

Proceedings of the Third International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 1990, July 15-18, 1990, The Mills House Hotel, Charleston, SC, USA, 1990

Analytical Learning of Inductive Inference.

Masayuki Numao

Proceedings of the 9th European Conference on Artificial Intelligence, 1990

1989

Explanation-Based Acceleration of Similarity-Based Learning.

Masayuki Numao, Masamichi Shimura

Proceedings of the Sixth International Workshop on Machine Learning (ML 1989), 1989

1987

Update Propagation Network - A Framework for Constraint Programming.

Masayuki Numao

Proceedings of the Logic Programming '87, 1987

Symbolical Construction of Truth Value Domain for Logic Program.

Shinichi Morishita, Masayuki Numao, Shin'ichi Hirose

Proceedings of the Logic Programming, 1987

1986

Prolog Computation Model BPM and its Debugger PROEDIT2.

Shinichi Morishita, Masayuki Numao

Proceedings of the Logic Programming '86, 1986

1985

PROEDIT - A Screen Oriented Prolog Programming Environment.

Masayuki Numao, H. Maruyama

Proceedings of the Logic Programming '85, 1985

Visual Debugger for Prolog.

Masayuki Numao, Tetsunosuke Fujisaki

Proceedings of the Artificial Intelligence Applications, 1985

1984

Evaluation of Graph Representations with Active Nodes.

Masayuki Numao, Masamichi Shimura

Proceedings of the RIMS Symposia on Software Science and Engineering II, 1984