10 citations · 23 across the 4 of their papers we have counts for
5 papers
Overlap and topology shape synergy in collective knowledge integration
Daeseong Kim, Masato S. Abe
Collective discovery often requires the integration of partially overlapping knowledge, yet the beneficial level of overlap and the role of background topology remain unclear. We m…
Cognitive Assessment Estimation from Behavioral Responses in Emotional Faces Evaluation Task -- AI Regression Approach for Dementia Onset Prediction in Aging Societies
Tomasz M. Rutkowski, Masato S. Abe, Marcin Koculak +1
We present a practical health-theme machine learning (ML) application concerning `AI for social good' domain for `Producing Good Outcomes' track. In particular, the solution is con…
Brain correlates of task-load and dementia elucidation with tensor machine learning using oddball BCI paradigm
Tomasz M. Rutkowski, Marcin Koculak, Masato S. Abe +1
Dementia in the elderly has recently become the most usual cause of cognitive decline. The proliferation of dementia cases in aging societies creates a remarkable economic as well…
AI Neurotechnology for Aging Societies -- Task-load and Dementia EEG Digital Biomarker Development Using Information Geometry Machine Learning Methods
Tomasz M. Rutkowski, Qibin Zhao, Masao S. Abe +1
Dementia and especially Alzheimer's disease (AD) are the most common causes of cognitive decline in elderly people. A spread of the above mentioned mental health problems in aging…
Global network structure of dominance hierarchy of ant workers
Hiroyuki Shimoji, Masato S. Abe, Kazuki Tsuji +1
Dominance hierarchy among animals is widespread in various species and believed to serve to regulate resource allocation within an animal group. Unlike small groups, however, detec…