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Computational Intelligence and Systems Science
Computational Intelligence and Systems Science
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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MUROFUSHI TOSHIAKI |
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Post |
Associate Professor |
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Keywords |
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General Mathematics (includes Probability Theory/Statistical Mathematics)
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Basic Analysis
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Sensitivity Informatics/Soft Computing
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ISHII HIDEAKI |
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Post |
Associate Professor |
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Keywords |
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Systems and control
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Networked control and hybrid dynamical systems
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Probabilistic approach to control problems
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NITTA KATSUMI |
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Post |
Professor |
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Keywords |
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Intelligent Informatics
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Sensitivity Informatics/Soft Computing
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mail |
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TAKAYASU MISAKO |
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Post |
Associate Professor |
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Keywords |
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Mathematical Physics/Fundamental Theory of Physical Properties
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Communication/Network Engineering
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mail |
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KONAGAYA AKIHIKO |
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Post |
Professor |
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Keywords |
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Biomedical Informatics
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Knowledge Science
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Grid Computing
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High Performance Computing
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FUKUMIZU KENJI |
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Post |
Visiting Professor |
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Keywords |
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Machine leaning
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Statistical learning
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Mathematical statistics
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Kernel method
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Algorithm on graphs
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mail |
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IKEDA SHIRO |
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Post |
Visiting Associate Professor |
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Keywords |
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Information geometry
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Signal processing
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Information theory
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mail |
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YAMADA SEIJI |
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Post |
Visiting Professor |
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Keywords |
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Human-Agent Interaction
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Intelligent Interactive Systems
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Artificial Intelligence
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Agent
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mail |
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SAITO TOMOYA |
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Post |
Visiting Associate Professor |
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Keywords |
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Biosecurity
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Public Health Preparedness
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Infectious Disease Epidemiology
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mail |
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MOTOMURA YOICHI |
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Post |
Visiting Associate Professor |
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Keywords |
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Large-scale data based modeling
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human behavior prediction
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Daily life assist technology
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service engineering
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action research
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Bayesian networks
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KIGAWA TAKANORI |
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Post |
Visiting Professor |
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Keywords |
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Structural biology
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Chemical biology
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NMR
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Cell-free protein synthesis
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Biological simulation
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mail |
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HONMA TERUKI |
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Post |
Visiting Associate Professor |
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Keywords |
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Computational chemistry
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Cheminformatics
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Structure-based drug design
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Molecular simulation
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mail |
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DEGUCHI HIROSHI |
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Post |
Professor |
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Keywords |
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Complex Systems with Decision Makers
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Social and Economic Systems
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Evolutionary Economics
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Agent Based Modeling
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mail |
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AONISHI TORU |
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Post |
Associate Professor |
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Keywords |
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General Neuroscience
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Biological/Living Body Informatics
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Mathematical Physics/Fundamental Theory of Physical
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mail |
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WATANABE SUMIO |
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Post |
Professor |
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Keywords |
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Mathematics and Information Science
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Mathematical Learning Theory
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mail |
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TAKINOUE MASAHIRO |
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Post |
Associate Professor |
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Keywords |
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Life Physics
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Nonlinear Nonequilibrium Science
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Microfluidics
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Autonomous Molecular System
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Artificial Cell Model
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Molecular Robotics
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mail |
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KABASHIMA YOSHIYUKI |
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Post |
Professor |
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Keywords |
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Mathematical Physics/Fundamental Theory of Physical Properties
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Intelligent Informatics
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mail |
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AKAHO SHOTARO |
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Post |
Visiting Professor |
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Keywords |
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mathematical engineering
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machine learning
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pattern recognition
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data mining
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information geometry
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mail |
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SHIBATA TAKANORI |
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Post |
Visiting Professor |
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Keywords |
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Intelligence
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Interaction
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Embodiment
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Neurological Thearpy
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Brain Function
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Cognitive Science
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mail |
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TOYOIZUMI TARO |
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Post |
Visiting Associate Professor |
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Keywords |
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computational neuroscience
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theoretical neuroscience
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activity-dependent plasticity
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neural-circuit dynamics
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neural information processing
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mail |
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MIYAKE YOSHIHIRO |
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Post |
Associate Professor |
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Keywords |
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Neuro Science in General
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Neuro and Musculer Physiology
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mail |
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ONO ISAO |
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Post |
Associate Professor |
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Keywords |
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mail |
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NAKAMURA KIYOHIKO |
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Post |
Professor |
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Keywords |
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Computational Neuroscience
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Knowledge and Information Science
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Neurophysiology
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mail |
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MIYASHITA EIZO |
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Post |
Associate Professor |
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Keywords |
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Neuro Science in General
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Neuro and Musculer Physiology
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mail |
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KIGA DAISUKE |
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Post |
Associate Professor |
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Keywords |
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Synthetic Biology
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DNA Computing
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mail |
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YANO KAZUO |
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Post |
Visiting Professor |
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Keywords |
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Big-data analytics
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Smart city
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Life-log analytics
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Statistical physics & mathematics
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Intelligence Amplification
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Social behavior analytics
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mail |
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NAKAMOTO TAKAMICHI |
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Post |
Professor |
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Keywords |
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Human interface
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Olfactory display
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Odor sensing system
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Kansei informatics
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Sensor information processing
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LSI and its application to embedded system
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mail |
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TAKAMURA HIROYA |
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Post |
Associate Professor |
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Keywords |
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computational linguistics
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natural language processing
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text mining
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machine learning
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mail |
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SATO MAKOTO |
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Post |
Professor |
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Keywords |
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Human Interface
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Virtual Reality
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Image Processing
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mail |
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HASEGAWA SHOICHI |
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Post |
Associate Professor |
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Keywords |
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Virtual Reality
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Human Interface
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Dynamic Simulation
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Haptics
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Entertainment computing
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mail |
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NAGAHASHI HIROSHI |
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Post |
Professor |
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Keywords |
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Image Processing
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Three Dimensional Modeling
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Computer Graphics
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mail |
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HASEGAWA OSAMU |
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Post |
Associate Professor |
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Keywords |
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Intelligent Informatics
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Perception Information Processing/Intelligent Robotics
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mail |
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DAVID ERIC SMITH |
| Post |
Professor |
| Keywords |
- origin of life
- self-organization
- non-equilibrium systems
- biochemistry
- geochemistry
- metabolism
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mail |
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DONG FANGYAN |
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Post |
Associate Professor |
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Keywords |
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Computational Intelligence
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Optimization
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Scheduling
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Logistics
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mail |
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