Computer Systems
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GPU computing, FPGA computing,Quantum computing,Artificial intelligence and Machine learning
- Professor Koji Nakano
Intelligent Systems
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Machine learning,High-performance computing,Parallel and distributed computing,Quantum computing,Embedded system
- Professor Yasuaki Ito
Visual Information Science Laboratory
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Computer graphics and visualization, Machine learning and deep learning,Computer vision and natural language processing,Biomedical imaging and image analysis
- Professor Kazufumi Kaneda
- Associate Professor Bisser Raytchev
- Associate Professor Toru Higaki
- Associate Professor YANLEI GU
Learning Engineering
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Knowledge-driven artificial intelligence,Learning engineering,Learning science,Educational technology,Human computer interaction,Psychology
- Professor Tsukasa Hirashima
- Professor Yusuke Hayashi
Foundation of Computer Science
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Cryptography,Privacy protection,Mobile computing,Wireless network
- Professor Toru Nakanishi
- Associate Professor Teruaki Kitasuka
Dependable Systems
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Software reliability,Software testing,System performance evaluation,Formal verification,Safety analysis,Software development
- Professor Tadashi Dohi
- Professor Hiroyuki Okamura
- Professor Shaoying Liu
- Associate Professor JUNJUN ZHENG
Distributed Systems
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Edge computing,Internet of things (IoT),Pervasive computing,Distributed consensus protocols,Interactive computing
- Professor Satoshi Fujita
Data Analytics and Modeling
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Deep learning, Bayesian Statistics and modeling,Model selection, Natural language and Text analysis,Network analysis,Time series analysis
- Professor Koji Eguchi
- Associate Professor Andrade Silva Daniel Georg
- Associate Professor Makoto Fukushima
- Associate Professor YU YI
Advanced Network
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Network architecture,IoT,Cloud and edge computing,Multimedia communication,Network operation and management
- Professor Tohru Kondo
- Assistant Professor Yepeng Ding
Information Security
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Access control,Lifecycle management,Data security,Data science education,Cloud security
- Professor Kouji Nishimura
- Assistant Professor Yuko Murakami
Informatics and Mathematical Science
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System theory,Optimization,Stochastic processes,Fractals, Signal processing,Biological signal,Statistical machine learning
- Professor Hiroaki Mukaidani
- Associate Professor Tadashi Shima
Pattern Recognition
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Pattern recognition,Machine learning,Neural networks,Image understanding,Artificial intelligence
- Assistant Professor Hiroaki Aizawa
Social Computing
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Data mining,Recommendation system,Privacy-preserving information retrieval,Distributed algorithms,Biomedical statistics
- Professor Yasuhiko Morimoto
- Associate Professor Sayaka Kamei
Learning Analytics
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LMS (Learning Management System),learning data, access log,visualization, text mining,LTI (Learning Tools Interoperability)
- Professor Takahiro Sumiya
- Associate Professor ADILIN ANUARDI
Laboratory HP
Computational Complexity Theory
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Theoretical computer science,Hierarchies of complexity classes, Combinatorial computational geometry,art gallery theorems
- Professor Chuzo Iwamoto
Intelligent Control Systems
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Machine learning, Optimal control, Multi-agent systems, Cyber-physical systems, Super-smart society
- Professor Masaaki Nagahara
- Associate Professor LI MENGMOU
Financial Data Science
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Algorithmic trading & investment, Asset pricing, Risk modeling, Big data, Portfolio management, Financial engineering, Time series analysis
- Professor TING HIAN ANN
Complex Systems Science
- Professor Ogura Masaki
Bayesian statistics and inference
- Professor Tendeiro Jorge
Multivariate analysis and modeling
- Associate Professor Rei Monden
Intelligent Biosignal Informatics
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Biological Signal Analysis, Statistical Machine Learning, Human Machine Interface
- Associate Professor Akira Furui
Laboratory HP
The following faculty members are in charge of multiple programs including this program.
- Associate Professor Mei Kodama
- Lecturer Kazuo Iwasawa
- Associate Professor Hidenobu Watanabe
- Assistant Professor Shunya Suzuki
- Assistant Professor Kouichi Tashima