EducationFaculty List

Makoto Itoh

Systems safety : mutual trust and cooperation in human-machine systems, cognition, inference, and decision making under uncertainty or gray zone, perception and acceptance of risk.

Toshiyuki Amagasa

Database, Data engineering, Social media mining, Database applications in scientific domains.

Akihisa Ohya

Intelligent robots and sensing : Mobile robots working in human’s daily life environment, real world sensory information processing, networked robotics, cooperative multiple mobile robots.

Yukiyoshi Kameyama

Functional Programming, Software Verification.

Takashi Kitagawa

Mathematical Sciences and informatics.

Hiroyuki Kitagawa

Database, Data Engineering, Information Retrieval, Data Mining.

Noboru Kunihiro

Cryptography, Information Security, Quantum Computation, Cryptanalysis, Cryptographic protocol

Jun Sakuma

Machine Learning, Data Mining, Security and Privacy

Tetsuya Sakurai

Numerical analysis : Numerical algorithms and their applications, validated compurations, mathematical software.

Daisuke Takahashi

High-performance computing : High-performance numerical algorithms on parallel computers and performance evaluation.

Osamu Tatebe

Parallel and Distributed System Software, Data-Intensive Computing, High Performance Computing.

Akira Nukada

High Performance Computing, Performance Optimization, GPU Computing

Kazuhiro Fukui

Pattern recognition and computer vision : Face recognition, 3D object recognition, human sensing, robot vision.

Taisuke Boku

Massively parallel and high performance computing systems : Massively parallel processing system architecture, cluster computing and its system software, performance evaluation in high performance computing.

Shoji Makino

Acoustic signal processing, Music signal processing, Computational auditory scene analysis.

Jun Mitani

Computational Geometry, Computer Graphics, Computational Origami

Moritoshi Yasunaga

High speed VLSI design and its application, High speed signal transmission, Reconfigurable systems, Evolvable hardware.

Koichi Wada

Parallel / distributed processing and computer architecture : Parallel computer architecture. Parallel and distributed processing system including parallel programming language processors and applications.

Ikkyu Aihara

Mathematical modeling of animal behavior and its applications

Yohei Akimoto

Black-Box Optimization

Hirotake Abe

System Software, Distributed Systems, Computer Security, Computer Network.

Yasuhiko Igarashi

Machine learning, Multivariate analysis, Sparse modeling, Data-driven science, Measurement informatics, Materials informatics

Akira Imakura

Numerical analysis : Numerical algorithms for solving linear systems and eigenvlaue problems.

Hiroshi Unno

Program verification : model checking, type systems, program analysis, automated theorem proving.

Yoshihiro Oyama

Computer security, system software, operating systems, virtualization

Kazumasa Omote

Information security: malware countermeasure, cloud security, risk assessment for cyber attacks, privacy-preserving data analysis and IoT security

Kazuki Katagishi

Modern Information Theory, Network Security, Multimedia Coding.

Akira Sato

Database system, parallel / distributed systems, geographic information system, Kansei information retrieve system.

Kazuhiro Shouno

Analog integrated circuit and circuit theory : Highly linearized CMOS transconductors and complex filters.

Yasushi Shinjo

Operating systems, distributed systems, virtual systems, parallel processing, XML Web Services.

Hotaka Takizawa

Intelligent image processing : medical image recognition, computer-aided diagnosis, assistive technology for persons with disabilities, 3-D computer vision.

Takashi Nishide

Cryptographic Techniques, and Security of Information Systems.

Koji Hasebe

Applications of logic to computer science : formal methods, information security, distributed systems, multi-agent systems, game theory.

Yukino Baba

Human Computation, Crowdsourcing, Collective Intelligence, Machine Learning, Data Mining.

Hiroshi Furukawa

Cognitive interface : human interface designs for human-machine collaboration, mental models in dynamic environment.

Atushi Maeda

programming language implementation, garbage collection, runtime systems, resource management.

Fumio Machida

Shinichi Yamagiwa

High performance stream-based computing environment.

Yoshiki Yamaguchi

direct hardware implementation for parallel computing, reconfigurable computing, bioinformatics.

Takeshi Yamada

Speech and acoustic information processing.

Hiroshi Tomiyasu

Making better use of significantly progressing microprocessors for parallel computer architecture after Age of vector supercomputers and massively parallel computers.

Tetsuya Mizutani

Program theory and musical informatics : Logical foundation of verification and analysis of realtime intellectual program systems and musical information.

Takahito Aoto

Claus Aranha

Machine Learning, Evolutionary Algorithms, Game Programming.

Satoshi Iizuka

Yuki Endo

Kenji Kanazawa

VLSI Engineering, Reconfigurable computing, Accelerator for hard computation problems using reconfigurable LSI.

Ryohei Kobayashi

Reconfigurable Computing System, High-speed RTL Simulation

Yuichi Saito

Human-machine system, cognitive systems science, systems safety and control

Shuji Sannomiya

Low-Power Processor Architecture, Low-Power VLSI Design

Hiroaki Shiokawa

Database systems, Data engineering, Data mining

Hiroto Tadano

Numerical analysis : Numerical algorithms for large scale linear systems. Parallel computing for eigenvalue problems.

Bakku Ranjith Kumar

Bioinformatics approaches for Omics data, biochemical regulatory mechanisms and Computational Functional genomics.

Yasuhiro Hayase

Software Engineering : Program Comprehension, Software Repositories Mining, Software Maintenance.

Kazuto Fukuchi

Norihisa Fujita

High Performance Computing, Accelerator, GPU Computing, Reconfigurable Computing, High Performance Interconnection

Yasunori Futamura

Numerical analysis, High performance parallel algorithm, Parallel solver for large-scale linear systems and eigenvalue problems, Parallel numerical software.

Kazumasa Horie

Machine Learning, Deep Neural Network, Biological Signal Processing

Morikuni Keiichi

Numerical linear algebra, Numerical analysis, Numerical algorithms

Xiucai Ye

Feature selection for high dimensional data, Clustering, Machine learning, Data analysis, Classification, Network computing.

Ayanori Yorozu

Intelligent robot for human-harmonious collaboration, Task and motion planning, Human and environmental sensing, Field robotics

Kazuhiko Kato

System software : operating systems, federated autonomous systems, network security, and information retrieval.

Keisuke Kameyama^*2

Learning, adaptive information processing, signal / image encoding, and applications to retrieval and restoration.

Tohru Kawabe^*1

Control design : Theory and Applications in Robust control, Receding horizon control, hybrid system, Brain machine interface, etc.

Hiroyuki Kudo^*1

Image processing and medical imaging : Morphological and functional imaging for medicine, computer-aided diagnosis, image and video processing, intelligent image sensor.

Takahito Kuno^*1

Mathematical optimization.

Ko Sakai^*1

Computational Vision Science.

Ryuji Tokunaga^*1

Chaos, fractals and bifurcation theory. Computer amusement oriented elementary technologies.

Kazuo Misue^*1

information visualization, visual interface.

Mikio Yamamoto^*1

Natural Language Processing on the Web using statistial methods : Statistical machine translation and Web documents processing such as sentiment analysis.

Takashi Inui^*1

Natural Language Processing : Sentiment Analysis, Opinion Mining, and Information Extraction from Web data.

Mizuki Oka

Web Science, Artificial Intelligence and Complex Systems.

Yoshihiro Kanamori^*1

Computer graphics : image editing techniques, computer-assisted creation of illustration and animation, non-photorealistic rendering (NPR)

Shigetomo Kimura^*1

Information communication engineering : Process algebra, network protocols and performance evaluation of communication systems.

DongSheng Cai^*2

Multimedia using artificial life theory. High performance computing and parallel computing for space simulation. Imaging using chaos and fractals.

Yoshio Sano^*1

Discrete Mathematics and Mathematical Optimization : Mathematical structure and optimization for discrete systems such as graphs, networks, matrices, and matroids.

Buntaro Shizuki^*1

Human-computer interaction : Visual programming and interaction techniques for end users.

Taizo Suzuki^*2

Image and Video Processing, Source Coding, Filter Banks

Shin Takahashi^*2

User interface software. Ubiquitous computing.

Yoshito Hirata

Nonlinear time series analysis: Theory and its applications

Hanxiong Chen^*1

Database system, knowledge-base system, e-education, information retrieval, knowledge discovery and data mining.

Ikkaku Kawaguchi

Human-computer interaction, Remote communication support, Human-robot interaction

Sho Tsugawa^*1

Network Mining : Analysis of Social Networks, Data Mining of large scale on-line communities.