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Computational Intelligence and Systems Science / Developing World Leading Talent

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Systems, which can reform their structures through interaction with the environment, like living organisms, and produce new functions when necessary, are called complex adaptive systems or emergent systems. Evolution, development, adaptation, and learning are typical examples of the emergent behavior of complex adaptive systems. Emergent behavior is also critical to the sustainable development of human society, such as in individuals, organizations, and communities. It is also becoming a requirement that even artificial systems such as robots and networks possess emergent behavior.

The Department of Computational Intelligence and Systems Science was founded in 1996 with the objective of scientifically understanding the emergent principles displayed by these complex adaptive systems, and establishing design principles and methodologies to engineer intelligent functions. In 2000, five years after its foundation, the department set forth the education and research areas shown in the figure below. These are:"understanding the constructional principles of life and the brain through experiments and mathematics,""analyzing and understanding humans and society using system science,""engineering autonomous intelligence," and"creating an emergent society which enables the generation of diverse functions." The department promotes education and research centering on these four research areas. The researchers of the department are leaders in the fields shown below form a knowledge hub. In addition, they carry out leading-edge research in collaboration with foreign and domestic education and research institutions and business corporations.

In 2004, a 21st Century COE Program"Creation of Agent-Based Social Systems Sciences" (Leader: Professor Hiroshi Deguchi) was launched at the Department of Computational Intelligence and Systems Science (main site) and the Department of Value and Decision Science (secondary site). The objective of the department for graduate school education is to create trans-disciplinary leaders who can take the lead in cutting-edge fields while demonstrating their initiative in cross-disciplinary fields. For this purpose, the department puts energy into the development and enhancement of the Network of Excellence (NOE) educational program.

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Professor
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  • Intelligent Informatics
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Associate Professor
Keywords
  • General Mathematics (includes Probability Theory/Statistical Mathematics)
  • Basic Analysis
  • Sensitivity Informatics/Soft Computing
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Professor
Keywords
  • Information system
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Associate Professor
Keywords
  • Systems and control
  • Networked control and hybrid dynamical systems
  • Probabilistic approach to control problems
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Professor
Keywords
  • Intelligent Informatics
  • Sensitivity Informatics/Soft Computing
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Associate Professor
Keywords
  • Mathematical Physics/Fundamental Theory of Physical Properties
  • Communication/Network Engineering
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Professor
Keywords
  • Biomedical Informatics
  • Knowledge Science
  • Grid Computing
  • High Performance Computing
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Visiting Professor
Keywords
  • Machine leaning
  • Statistical learning
  • Mathematical statistics
  • Kernel method
  • Algorithm on graphs
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Visiting Associate Professor
Keywords
  • Information geometry
  • Signal processing
  • Information theory
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Visiting Professor
Keywords
  • Human-Agent Interaction
  • Intelligent Interactive Systems
  • Artificial Intelligence
  • Agent
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Visiting Associate Professor
Keywords
  • Speech-gesture coordination
  • Perception-Action Cycle
  • Affordance
  • Ecological Psychology
  • Psycholinguistics
  • Cognitive Science
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Visiting Associate Professor
Keywords
  • Large-scale data based modeling
  • human behavior prediction
  • Daily life assist technology
  • service engineering
  • action research
  • Bayesian networks
   
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Visiting Professor
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  • Structural biology
  • Chemical biology
  • NMR
  • Cell-free protein synthesis
  • Biological simulation
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HONMA TERUKI
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Visiting Associate Professor
Keywords
  • Computational chemistry
  • Cheminformatics
  • Structure-based drug design
  • Molecular simulation
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Professor
Keywords
  • Complex Systems with Decision Makers
  • Social and Economic Systems
  • Evolutionary Economics
  • Agent Based Modeling
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Associate Professor
Keywords
  • General Neuroscience
  • Biological/Living Body Informatics
  • Mathematical Physics/Fundamental Theory of Physical
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Professor
Keywords
  • Mathematics and Information Science
  • Mathematical Learning Theory
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Associate Professor
Keywords
  • Neuro Science in General
  • Neuro and Musculer Physiology
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Professor
Keywords
  • Mathematical Physics/Fundamental Theory of Physical Properties
  • Intelligent Informatics
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Associate Professor
Keywords
  • Life Physics
  • Nonlinear Nonequilibrium Science
  • Microfluidics
  • Autonomous Molecular System
  • Artificial Cell Model
  • Molecular Robotics
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Visiting Professor
Keywords
  • Machine Learning
  • Pattern Recognition
  • Model Selection
  • Artficial Intelligence
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Visiting Professor
Keywords
  • Mathematical Neuroscience
  • Computational Neuroscience
  • Statistical Information Science
  • Learning Theory
  • Social Neuroscience
  • Neuroeconomics
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SAKURAI SHIGEAKI
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Visiting Professor
Keywords
  • Data mining
  • Text mining
  • Sequential pattern
  • Soft computing
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Associate Professor
Keywords
  • Intelligent Informatics
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Professor
Keywords
  • Computational Neuroscience
  • Knowledge and Information Science
  • Neurophysiology
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Associate Professor
Keywords
  • Neuro Science in General
  • Neuro and Musculer Physiology
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Professor
Keywords
  • Emergent Systems
  • DNA computing
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Associate Professor
Keywords
  • Synthetic Biology
  • DNA Computing
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Visiting Professor
Keywords
  • knowledge management
  • Cognitive Science
  • Game Informatics
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Visiting Professor
Keywords
  • Massively multi-agent systems
  • Agent programming model
  • Business systems infrastructure
  • Self stabilizing systems
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Visiting Associate Professor
Keywords
  • Biosecurity
  • Public Health Preparedness
  • Infectious Disease Epidemiology
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Associate Professor
Keywords
  • computational linguistics
  • natural language processing
  • text mining
  • machine learning
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Professor
Keywords
  • Human Interface
  • Virtual Reality
  • Image Processing
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Associate Professor
Keywords
  • Virtual Reality
  • Human Interface
  • Dynamic Simulation
  • Haptics
  • Entertainment computing
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Professor
Keywords
  • Image Processing
  • Three Dimensional Modeling
  • Computer Graphics
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Associate Professor
Keywords
  • Intelligent Informatics
  • Perception Information Processing/Intelligent Robotics
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