Computer Systems

GPU computing, FPGA computing,Quantum computing,Artificial intelligence and Machine learning
- Professor
Koji Nakano - Associate Professor
VICTOR PARQUE
Intelligent Systems

Machine learning,High-performance computing,Parallel and distributed computing,Quantum computing,Embedded system
- Professor
Yasuaki Ito
Visual Information Science Laboratory

Computer graphics and visualization, Machine learning and deep learning,Computer vision and natural language processing,Biomedical imaging and image analysis
- Associate Professor
Bisser Raytchev - Associate Professor
Toru Higaki - Associate Professor
YANLEI GU
Learning Engineering

Knowledge-driven artificial intelligence,Learning engineering,Learning science,Educational technology,Human computer interaction,Psychology
- Professor
Tsukasa Hirashima - Professor
Yusuke Hayashi - Assistant Professor
YILING DAI
Foundation of Computer Science

Cryptography,Privacy protection,Mobile computing,Wireless network
- Professor
Toru Nakanishi - Associate Professor
Teruaki Kitasuka - Assistant Professor
ZHUOTAO LIAN
Dependable Systems

Software reliability,Software testing,System performance evaluation,Formal verification,Safety analysis,Software development
- Professor
Tadashi Dohi - Professor
Hiroyuki Okamura - Associate Professor
JUNJUN ZHENG - Assistant Professor
(Special Appointment)
JINGCHI WU
Distributed Systems

Edge computing,Internet of things (IoT),Pervasive computing,Distributed consensus protocols,Interactive computing
- Professor
Satoshi Fujita
Data Analytics 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

Network architecture,IoT,Cloud and edge computing,Multimedia communication,Network operation and management
- Professor
Tohru Kondo - Assistant Professor
Yepeng Ding
Information Security

Access control,Lifecycle management,Data security,Data science education,Cloud security
- Professor
Kouji Nishimura - Assistant Professor
Yuko Murakami
Informatics and Mathematical Science

System theory,Optimization,Stochastic processes,Fractals, Signal processing,Biological signal,Statistical machine learning
- Professor
Hiroaki Mukaidani - Associate Professor
Tadashi Shima
Pattern Recognition

Pattern recognition,Machine learning,Neural networks,Image understanding,Artificial intelligence
- Assistant Professor
Hiroaki Aizawa
Social Computing

Data mining,Recommendation system,Privacy-preserving information retrieval,Distributed algorithms,Biomedical statistics
- Professor
Yasuhiko Morimoto - Associate Professor
Sayaka Kamei
Learning Analytics

LMS (Learning Management System),learning data, access log,visualization, text mining,LTI (Learning Tools Interoperability)
- Professor
Takahiro Sumiya - Associate Professor
ADILIN ANUARDI
Computational Complexity Theory

Theoretical computer science,Hierarchies of complexity classes, Combinatorial computational geometry,art gallery theorems
- Professor
Chuzo Iwamoto
Intelligent Control Systems

Machine learning, Optimal control, Multi-agent systems, Cyber-physical systems, Super-smart society
- Professor
Masaaki Nagahara - Associate Professor
LI MENGMOU
Financial Data Science

Algorithmic trading & investment, Asset pricing, Risk modeling, Big data, Portfolio management, Financial engineering, Time series analysis
- Professor
TING HIAN ANN
Complex Systems Science

Complex systems, Control, Mathematical modeling, Machine learning, Optimization, Self-organization
- Professor
Ogura Masaki - Associate Professor
(Special Appointment)
Bai Yang
Laboratory HP
Bayesian statistics and inference

Bayesian estimation, Hypothesis testing, Bayes factor, Item response theory
- Professor
Tendeiro Jorge
Multivariate analysis and modeling

Psychological statistics, Development of statistical models, Longitudinal data analysis, Medical data analysis
- Associate Professor
Rei Monden
Intelligent Biosignal Informatics

Biological Signal Analysis, Statistical Machine Learning, Human Machine Interface
- Associate Professor
Akira Furui
Survival analysis

Multivariate statistical models, Medical statistics, Statistical inference, Maximum likelihood estimation, Copula models, Competing risks, Censoring, Truncation, Frailty models, Gene expression data, Reliability, Ridge regression, Surrogate endpoints, Survival prognostic prediction, Meta-analysis
- Professor
TAKESHI EMURA
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