Masayuki Numao

ORCID

Publication Activity (10 Years)

Years Active: 1984-2024
Publications (10 Years): 89

Top Venues

CoRR

New Gener. Comput.

AAAI Spring Symposia

IEICE Trans. Inf. Syst.

Publications

Nat Pavasant, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
Granger causality-based cluster sequence mining for spatio-temporal causal relation mining. Int. J. Data Sci. Anal. 17 (3) (2024)
Hiroshi Sogabe, Masayuki Numao
Toward Application to General Conversation Detection of Dementia Tendency from Conversation Based on Linguistic and Time Features of Speech. AAAI Spring Symposia (2024)
Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
Adaptive Uncertainty-Penalized Model Selection for Data-Driven PDE Discovery. IEEE Access 12 (2024)
Shintaro Tamai, Masayuki Numao, Ken-ichi Fukui
Clustering and Data Augmentation to Improve Accuracy of Sleep Assessment and Sleep Individuality Analysis. CoRR (2024)
Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
Noise-aware physics-informed machine learning for robust PDE discovery. Mach. Learn. Sci. Technol. 4 (1) (2023)
Takatsugu Suzaki, Masayuki Numao
State Machine-Based Multimodal Dialogue System for the Elderly Care Service. AAAI Spring Symposium: SRAI (2023)
Hiroki Midorikawa, Takatsugu Suzaki, Masahiro Kawamura, Masayuki Numao
Introduction of Face Expression into Dialogue System for A Sense of Affinity. AAAI Spring Symposium: SRAI (2023)
Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
Adaptive Uncertainty-Guided Model Selection for Data-Driven PDE Discovery. CoRR (2023)
Masahiro Kawamura, Takatsugu Suzaki, Masayuki Numao
Integration of Robot-Initiated Dialog into Task-Oriented Dialog by Adding Hidden Tasks - Application to Monitoring for Elderly. AAAI Spring Symposium: SRAI (2023)
Hiromitsu Yamaguchi, Hirofumi Abe, Toshiyuki Shimazaki, Kenzo Ozaki, Masayuki Numao
How to Teach AI Programming for Elementary Students? AAAI Spring Symposium: HFIF (2022)
Taweesak Emsawas, Takashi Morita, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
Multi-Kernel Temporal and Spatial Convolution for EEG-Based Emotion Classification. Sensors 22 (21) (2022)
Hayate Kondo, Masayuki Numao
Automatic Textual Care Record Generation for Smart Nursing. AAAI Spring Symposium: HFIF (2022)
Masayuki Numao, Yutaka Matsuo, Yoji Kiyota
Renewal of the Major Fields of New Generation Computing Vol. 40 (2022). New Gener. Comput. 40 (1) (2022)
Pongpisit Thanasutives, Takeshi Morita, Masayuki Numao, Ken-ichi Fukui
Noise-aware Physics-informed Machine Learning for Robust PDE Discovery. CoRR (2022)
Shintaro Nagama, Masayuki Numao
Modeling, Monitoring and Measuring of Social Isolation for Community-based Care in Nursing House. AAAI Spring Symposium: HFIF (2022)
Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao
Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations. CoRR (2021)
Ke-Ming Ding, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
Cross-phase Emotion Recognition using Multiple Source Domain Adaptation. BIOSIGNALS (2021)
Juan Lorenzo Hagad, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
Learning Subject-Generalized Topographical EEG Embeddings Using Deep Variational Autoencoders and Domain-Adversarial Regularization. Sensors 21 (5) (2021)
Pongpisit Thanasutives, Masayuki Numao, Ken-ichi Fukui
Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations. IJCNN (2021)
Masashi Kitai, Takuji Kobayashi, Hiroki Fujiwara, Ryoji Tani, Masayuki Numao, Ken-ichi Fukui
A Framework for Predicting Remaining Useful Life Curve of Rolling Bearings Under Defect Progression Based on Neural Network and Bayesian Method. IEEE Access 9 (2021)
Ke-Ming Ding, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
EEG emotion Enhancement using Task-specific Domain Adversarial Neural Network. IJCNN (2021)
Manisha Verma, Yuta Nakashima, Hirokazu Kobori, Ryota Takaoka, Noriko Takemura, Tsukasa Kimura, Hajime Nagahara, Masayuki Numao, Kazumitsu Shinohara
Learners' Efficiency Prediction Using Facial Behavior Analysis. ICIP (2021)
Panayu Keelawat, Nattapong Thammasan, Masayuki Numao, Boonserm Kijsirikul
A Comparative Study of Window Size and Channel Arrangement on EEG-Emotion Recognition Using Deep CNN. Sensors 21 (5) (2021)
Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao, Boonserm Kijsirikul
Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting. ICPR (2020)
Nattapat Boonprakong, Tsukasa Kimura, Ken-ichi Fukui, Kazuya Okada, Masato Ito, Hiroshi Maruyama, Masayuki Numao
Towards Multimodal Office Task Performance Estimation. SMC (2020)
Nat Pavasant, Masayuki Numao, Ken-ichi Fukui
Spatio-Temporal Change Detection Using Granger Sequence Pattern. IJCAI (2020)
Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao, Boonserm Kijsirikul
Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting. CoRR (2020)
Taweesak Emsawas, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
Comparative Study of Wet and Dry Systems on EEG-Based Cognitive Tasks. BI (2020)
Nat Pavasant, Masayuki Numao, Ken-ichi Fukui
Spatio-Temporal Change Detection with Granger Causality Based Cluster Sequence Mining. ICMLA (2020)
Bassel Ali, Koichi Moriyama, Wasin Kalintha, Masayuki Numao, Ken-ichi Fukui
Reinforcement learning based metric filtering for evolutionary distance metric learning. Intell. Data Anal. 24 (6) (2020)
Bassel Ali, Koichi Moriyama, Masayuki Numao, Ken-ichi Fukui
Reinforcement Learning based Evolutionary Metric Filtering for High Dimensional Problems. ICMLA (2020)
Sirawit Sopchoke, Ken-ichi Fukui, Masayuki Numao
Explainable and unexpectable recommendations using relational learning on multiple domains. Intell. Data Anal. 24 (6) (2020)
Masashi Kitai, Yoshinobu Akamatsu, Ryoji Tani, Hiroki Fujiwara, Masayuki Numao, Ken-ichi Fukui
Remaining Useful Life Curve Prediction of Rolling Bearings Under Defect Progression Based on Hierarchical Bayesian Regression. ECAI (2020)
Masayuki Numao, Yutaka Matsuo, Shinnosuke Seki
Renewal of the Major Fields of New Generation Computing Vol. 38 (2020). New Gener. Comput. 38 (1) (2020)
Masayuki Numao, Yutaka Matsuo, Kouzou Ohara, Fujio Toriumi
Renewal of the Major Fields from New Generation Computing Vol. 37 (2019). New Gener. Comput. 37 (1) (2019)
Ekasit Phermphoonphiphat, Tomohiko Tomita, Masayuki Numao, Ken-ichi Fukui
A Study of Upper Tropospheric Circulations over the Northern Hemisphere Prediction Using Multivariate Features by ConvLSTM. IES (2019)
Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao
Modelling Naturalistic Work Stress Using Spectral HRV Representations and Deep Learning. JSAI (2019)
Nobuyuki Oishi, Masayuki Numao
Measuring Functional Independence of an Aged Person with a Combination of Machine Learning and Logical Reasoning. AAAI Spring Symposium: Interpretable AI for Well-being (2019)
Panayu Keelawat, Nattapong Thammasan, Masayuki Numao, Boonserm Kijsirikul
Spatiotemporal Emotion Recognition using Deep CNN Based on EEG during Music Listening. CoRR (2019)
Taweesak Emsawas, Ken-ichi Fukui, Masayuki Numao
Feasible Affect Recognition in Advertising Based on Physiological Responses from Wearable Sensors. JSAI (2019)
Masayuki Numao
A special Issue Dedicated to the Memory of Koichi Furukawa: a Note from the Editors. New Gener. Comput. 37 (2) (2019)
Masayuki Numao
Emotion-driven Creative Music Composition in brAInMelody®. ICCC (2019)
Ken-ichi Fukui, Junya Tanaka, Tomohiko Tomita, Masayuki Numao
Physics-Guided Neural Network with Model Discrepancy Based on Upper Troposphere Wind Prediction. ICMLA (2019)
Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui
Kernelized evolutionary distance metric learning for semi-supervised clustering. Intell. Data Anal. 23 (6) (2019)
Ken-ichi Fukui, Yoshiyuki Okada, Kazuki Satoh, Masayuki Numao
Cluster sequence mining from event sequence data and its application to damage correlation analysis. Knowl. Based Syst. 179 (2019)
Masayuki Numao, Yutaka Matsuo, Ayumi Shinohara, Masaki Suwa
Renewal of the Major Fields from New Generation Computing Vol. 36 (2018). New Gener. Comput. 36 (2) (2018)
Sirawit Sopchoke, Ken-ichi Fukui, Masayuki Numao
Explainable Cross-Domain Recommendations Through Relational Learning. AAAI (2018)
Bassel Ali, Wasin Kalintha, Koichi Moriyama, Masayuki Numao, Ken-ichi Fukui
Reinforcement learning for evolutionary distance metric learning systems improvement. GECCO (Companion) (2018)
Wataru Fujita, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
Two-Stage Reinforcement Learning Algorithm for Quick Cooperation in Repeated Games. Trans. Comput. Collect. Intell. 28 (2018)
Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao
Efficient Decision Trees for Multi-Class Support Vector Machines Using Entropy and Generalization Error Estimation. Int. J. Appl. Math. Comput. Sci. 28 (4) (2018)
Shintaro Nagama, Masayuki Numao
IoT-based Emotion Recognition Robot to Enhance Sense of Community in Nursing Home. AAAI Spring Symposia (2018)
Noriko Otani, Daisuke Okabe, Masayuki Numao
Generating a melody based on symbiotic evolution for musicians' creative activities. GECCO (2018)
Nobuyuki Oishi, Masayuki Numao
Active Online Learning Architecture for Multimodal Sensor-based ADL Recognition. AAAI Spring Symposia (2018)
Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui
Kernelized Evolutionary Distance Metric Learning for Semi-Supervised Clustering. AAAI (2017)
Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui
Personal Sleep Pattern Visualization via Clustering on Sound Data. AAAI Workshops (2017)
Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
Familiarity effects in EEG-based emotion recognition. Brain Informatics 4 (1) (2017)
Hongle Wu, Takafumi Kato, Masayuki Numao, Ken-ichi Fukui
Statistical sleep pattern modelling for sleep quality assessment based on sound events. Health Inf. Sci. Syst. 5 (1) (2017)
Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao
Efficient Decision Trees for Multi-class Support Vector Machines Using Entropy and Generalization Error Estimation. CoRR (2017)
Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
Multimodal Fusion of EEG and Musical Features in Music-Emotion Recognition. AAAI (2017)
Bassel Ali, Ken-ichi Fukui, Wasin Kalintha, Koichi Moriyama, Masayuki Numao
Reinforcement learning based distance metric filtering approach in clustering. SSCI (2017)
Nat Pavasant, Hiroshi Furutani, Masayuki Numao, Ken-ichi Fukui
ART-2b: Adapted ART-2a for large scale data clustering on PM2.5 mass spectra. IEEE BigData (2017)
Nattapong Thammasan, Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao
Multimodal stability-sensitive emotion recognition based on brainwave and physiological signals. ACII Workshops (2017)
Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui
Personal sleep pattern visualization using sequence-based kernel self-organizing map on sound data. Artif. Intell. Medicine 80 (2017)
Shuya Masuda, Masayuki Numao
Sensor-Based Detection of Invisible Changes in Activities towards Visualizing Disuse Syndrome. AAAI Spring Symposia (2017)
Noppayut Sriwatanasakdi, Masayuki Numao, Ken-ichi Fukui
Concept Drift Detection for Graph-Structured Classifiers under Scarcity of True Labels. ICTAI (2017)
Masayuki Numao, Shuya Masuda
Non-Restrictive Continuous Health Monitoring by Integration of RFID and Microwave Sensor. AAAI Spring Symposia (2016)
Shogo Hayashi, Satoshi Ono, Shigeki Hosoda, Masayuki Numao, Ken-ichi Fukui
Error Detection of Ocean Depth Series Data with Area Partitioning and Using Sliding Window. ICMLA (2016)
Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
Continuous Music-Emotion Recognition Based on Electroencephalogram. IEICE Trans. Inf. Syst. (4) (2016)
Danaipat Sodkomkham, Davide Ciliberti, Matthew A. Wilson, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao, Fabian Kloosterman
Kernel density compression for real-time Bayesian encoding/decoding of unsorted hippocampal spikes. Knowl. Based Syst. 94 (2016)
Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui
Sleep Pattern Discovery via Visualizing Cluster Dynamics of Sound Data. IEA/AIE (2016)
Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui
Proceedings in Adaptation, Learning and Optimization. IES (2016)
Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
Application of deep belief networks in eeg-based dynamic music-emotion recognition. IJCNN (2016)
Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
Fusion of EEG and Musical Features in Continuous Music-emotion Recognition. CoRR (2016)
Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
An investigation of annotation smoothing for EEG-based continuous music-emotion recognition. SMC (2016)
Wataru Fujita, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
Adaptive Two-stage Learning Algorithm for Repeated Games. ICAART (1) (2016)
Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
Application of Annotation Smoothing for Subject-Independent Emotion Recognition Based on Electroencephalogram. PRICAI Workshops (2016)
Juan Lorenzo Hagad, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
Modeling Work Stress Using Heart Rate and Stress Coping Profiles. PRIMA Workshops (2015)
Yoshiyuki Okada, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao
Cluster Sequence Mining: Causal Inference with Time and Space Proximity Under Uncertainty. PAKDD (2) (2015)
Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
Investigation of Familiarity Effects in Music-Emotion Recognition Based on EEG. BIH (2015)
Yusuke Sakamoto, Ken-ichi Fukui, João Gama, Daniela Nicklas, Koichi Moriyama, Masayuki Numao
Concept Drift Detection with Clustering via Statistical Change Detection Methods. KSE (2015)
Peerapon Vateekul, Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
Item-Based Learning for Music Emotion Prediction Using EEG Data. PRIMA Workshops (2015)
Wasin Kalintha, Taishi Megano, Satoshi Ono, Ken-ichi Fukui, Masayuki Numao
Cluster Analysis of Face Images and Literature Data by Evolutionary Distance Metric Learning. SGAI Conf. (2015)
Vanus Vachiratamporn, Roberto S. Legaspi, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
An analysis of player affect transitions in survival horror games. J. Multimodal User Interfaces 9 (1) (2015)
Taishi Megano, Ken-ichi Fukui, Masayuki Numao, Satoshi Ono
Evolutionary multi-objective distance metric learning for multi-label clustering. CEC (2015)
Xiaoshuang Xu, Masayuki Numao
An Efficient Generalized Clustering Method for Achieving K-Anonymization. CANDAR (2015)
Noriko Otani, Shoko Shirakawa, Masayuki Numao
Design of Populations in Symbiotic Evolution to Generate Chord Progression in Consideration of the Entire Music Structure. PRIMA Workshops (2015)
Kazuki Asayama, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
Prediction as faster perception in a real-time fighting video game. CIG (2015)
Jieyun Zhou, Xiaofeng Li, Haitao Chen, Rutong Chen, Masayuki Numao
3D Objects Tracking by MapReduce GPGPU-Enhanced Particle Filter. IEICE Trans. Inf. Syst. (5) (2015)
Nagayoshi Yamashita, Masayuki Numao, Ryutaro Ichise
Predicting Research Trends Identified by Research Histories via Breakthrough Researches. IEICE Trans. Inf. Syst. (2) (2015)
Paul Salvador Inventado, Roberto S. Legaspi, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
Sidekick: A Tool for Helping Students Manage Behavior in Self-initiated Learning Scenarios. Int. J. Distance Educ. Technol. 12 (4) (2014)
Vanus Vachiratamporn, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
An implementation of affective adaptation in survival horror games. CIG (2014)
Yoshiyuki Okada, Keisuke Ikeda, Kousuke Shinoda, Fujio Toriumi, Takeshi Sakaki, Kazuhiro Kazama, Masayuki Numao, Itsuki Noda, Satoshi Kurihara
SIR-Extended Information Diffusion Model of False Rumor and its Prevention Strategy for Twitter. J. Adv. Comput. Intell. Intell. Informatics 18 (4) (2014)
Koichi Moriyama, Simón Enrique Ortiz Branco, Mitsuhiro Matsumoto, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao
An Intelligent Fighting Videogame Opponent Adapting to Behavior Patterns of the User. IEICE Trans. Inf. Syst. (4) (2014)
Ira Puspitasari, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao
Predicting Consumer Familiarity with Health Topics by Query Formulation and Search Result Interaction. PRICAI (2014)
Noriko Otani, Shoko Shirakawa, Masayuki Numao
Symbiotic Evolution to Generate Chord Progression Consisting of Four Parts for a Music Composition System. PRICAI (2014)
Koichi Moriyama, Satoshi Kurihara, Masayuki Numao
Cooperation-eliciting prisoner's dilemma payoffs for reinforcement learning agents. AAMAS (2014)
Ken-ichi Fukui, Daiki Inaba, Masayuki Numao
Discovering Seismic Interactions after the 2011 Tohoku Earthquake by Co-occurring Cluster Mining. Inf. Media Technol. 9 (4) (2014)
Takashi Nerome, Masayuki Numao
A Product Domain Model Based Software Product Line Engineering for Web Application. CANDAR (2014)
Paul Salvador Inventado, Roberto S. Legaspi, Koichi Moriyama, Masayuki Numao, Jeanine DeFalco, Ryan S. Baker
An architecture for identifying and using effective learning behavior to help students manage learning. AIED Workshops (2013)
Rafael Cabredo, Roberto S. Legaspi, Paul Salvador Inventado, Masayuki Numao
Discovering Emotion-Inducing Music Features Using EEG Signals. J. Adv. Comput. Intell. Intell. Informatics 17 (3) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Masayuki Numao