Masato S. Abe

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 13

Top Topics

Machine Learning

Corpus Callosum

Collective Behavior

Information Geometry

Top Venues

Publications

Tomasz M. Rutkowski, Masato S. Abe, Hikaru Sugimoto, Mihoko Otake-Matsuura
Mild Cognitive Impairment Detection with Machine Learning and Topological Data Analysis Applied to EEG Time-series in Facial Emotion Oddball Paradigm. EMBC (2023)
Hisashi Murakami, Masato S. Abe, Yuta Nishiyama
Toward Comparative Collective Behavior to Discover Fundamental Mechanisms Underlying Behavior in Human Crowds and Nonhuman Animal Groups. J. Robotics Mechatronics 35 (4) (2023)
Tomasz M. Rutkowski, Masato S. Abe, Seiki Tokunaga, Tomasz Komendzinski, Mihoko Otake-Matsuura
Dementia Digital Neuro-biomarker Study from Theta-band EEG Fluctuation Analysis in Facial and Emotional Identification Short-term Memory Oddball Paradigm. EMBC (2022)
Tomasz M. Rutkowski, Masato S. Abe, Seiki Tokunaga, Hikaru Sugimoto, Tomasz Komendzinski, Mihoko Otake-Matsuura
Passive BCI Oddball Paradigm for Dementia Digital Neuro-biomarker Elucidation from Attended and Inhibited ERPs Utilizing Information Geometry Classification Approaches. SMC (2022)
Mihoko Otake-Matsuura, Seiki Tokunaga, Kumi Watanabe, Masato S. Abe, Takuya Sekiguchi, Hikaru Sugimoto, Taishiro Kishimoto, Takashi Kudo
Cognitive Intervention Through Photo-Integrated Conversation Moderated by Robots (PICMOR) Program: A Randomized Controlled Trial. Frontiers Robotics AI 8 (2021)
Tomasz M. Rutkowski, Masato S. Abe, Tomasz Komendzinski, Mihoko Otake-Matsuura
Older Adult Mild Cognitive Impairment Prediction from Multiscale Entropy EEG Patterns in Reminiscent Interior Image Working Memory Paradigm. EMBC (2021)
Tomasz M. Rutkowski, Masato S. Abe, Mihoko Otake-Matsuura
Neurotechnology and AI Approach for Early Dementia Onset Biomarker from EEG in Emotional Stimulus Evaluation Task. EMBC (2021)
Tomasz M. Rutkowski, Masato S. Abe, Marcin Koculak, Mihoko Otake-Matsuura
Classifying Mild Cognitive Impairment from Behavioral Responses in Emotional Arousal and Valence Evaluation Task - AI Approach for Early Dementia Biomarker in Aging Societies -. EMBC (2020)
Tomasz M. Rutkowski, Marcin Koculak, Masato S. Abe, Mihoko Otake-Matsuura
Brain Correlates of Task-Load and Dementia Elucidation with Tensor Machine Learning Using Oddball BCI Paradigm. ICASSP (2019)
Tomasz M. Rutkowski, Marcin Koculak, Masato S. Abe, Mihoko Otake-Matsuura
Brain correlates of task-load and dementia elucidation with tensor machine learning using oddball BCI paradigm. CoRR (2019)
Tomasz M. Rutkowski, Masato S. Abe, Marcin Koculak, Mihoko Otake-Matsuura
Cognitive Assessment Estimation from Behavioral Responses in Emotional Faces Evaluation Task - AI Regression Approach for Dementia Onset Prediction in Aging Societies. CoRR (2019)
Tomasz M. Rutkowski, Qibin Zhao, Masato S. Abe, Mihoko Otake
AI Neurotechnology for Aging Societies - Task-load and Dementia EEG Digital Biomarker Development Using Information Geometry Machine Learning Methods. CoRR (2018)
Mihoko Otake, Masato S. Abe, Masahiro Nochi, Eij Shimizu
Estimation of Personalized Value through the Analysis of Conversational Data Assisted by Coimagination Method. AAAI Spring Symposia (2018)
Masato S. Abe, Masakazu Shimada
Lévy Walks Suboptimal under Predation Risk. PLoS Comput. Biol. 11 (11) (2015)
Hiroyuki Shimoji, Masato S. Abe, Kazuki Tsuji, Naoki Masuda
Global network structure of dominance hierarchy of ant workers. CoRR (2014)