*: Professors Who Can Become Supervisors of Graduate Students
☆: Adjunctive Professors of Cooperative Graduate School
| *KAWABE Tohru  |
Control design: Theory and Applications in Robust control, Receding horizon control, hybrid system, Brain machine interface, etc. |
|---|---|
| *KUNO Takahito |
Mathematical programming: Numerical algorithms for globally solving nonconvex optimization problems. |
| *SAKURAI Tetsuya |
Computational Mathematics, Numerical Mathematics for Computers, Parallel Computing Algorithms for Supercomputers, Algorithms for Large-scale Data Analysis, Computational Science, Mathematical Software. |
| *SHIKANO Yutaka |
Quantum Information Science, Metrology, Measurement System, Theoretical Physics |
| *TAKAHASHI Yasuhiro |
Quantum Information Science, Quantum Complexity Theory, Quantum Algorithm |
| *TOKUNAGA Ryuji |
Chaos, fractals and bifurcation theory. Computer amusement oriented elementary technologies. |
| *AIHARA Ikkyu |
Mathematical modeling of animal behavior, and its applications |
| *CAI Dong Sheng |
Multimedia using artificial life theory. High performance computing and parallel computing for space simulation. Imaging using chaos and fractals. |
| *FUTAMURA Yasunori |
Parallel algorithms for large-scale matrix computations, High-performance graph algorithms, Dimensionality reduction, Distributed parallel numerical software. |
| *HIRATA Yoshito |
Nonlinear time series analysis (theory and its applications), 3D reconstruction of chromosome structure. |
| *IMAKURA Akira |
Numerical analysis: Numerical algorithms for solving linear systems and eigenvlaue problems. |
| *NAKATA Ayako☆ NIMS |
Application of Computational Mathematics and Machine Learning to Materials Science:Combination of Computational Mathematics/Machine Learning and Quantum chemistry/First-principles simulations. |
| *SANO Yoshio |
Discrete Mathematics, Graph Theory, Combinatorics. |
| BOGDANOVA Anna |
Machine Learning, Distributed Data Analysis, Privacy, Interpretability |
| DIPANJYOTI Paul |
Interpretable/Explainable AI (XAI), Computer Vision, Multi-modal Learning, AI in Health, Applied Machine Learning, Streaming data, Natural Language Processing |
| *MORIKUNI Keiichi |
Numerical linear algebra, Matrix analysis, Numerical algorithms. |
| NGUYEN Dai Hai |
Machine Learning, Bioinformatics. |
| *OHYA Akihisa |
Intelligent robots and sensing: Mobile robots working in humans’ daily life environment, real world sensory information processing, networked robotics, cooperative multiple mobile robots. |
|---|---|
| *KAMEYAMA Yukiyoshi |
Programming languages and symbolic logic: type system, metaprogramming, programming logic, program verification. |
| *MISUE Kazuo |
Information visualization: visual interface, visual analytics, network visualization, graph drawing. |
| *NAGATANI Keiji |
Field Robotics: Robotic technology designed for outdoor applications, utilization of sensing and robotic technologies at natural disaster sites, and automated construction planning at earthwork sites. |
| *SHIZUKI Buntarou |
Human-computer interaction: Interaction design, sensing technique, input recognition, user model. |
| *TAKAHASHI Shin |
User interface software. Ubiquitous computing. |
| *MIZUTANI Tetsuya |
Program theory and musical informatics: Logical foundation of verification and analysis of realtime intellectual program systems and musical information. |
| *KAWAGUCHI Ikkaku |
Human Computer Interaction, Remote Communication Support, Communication Robot. |
| *VASILACHE Simona |
Software engineering, software development process, global software engineering, human computer interaction, cross-cultural communication. |
| YOROZU Ayanori |
Intelligent robot for human-harmonious collaboration, Task and motion planning, Human and environmental sensing, Field robotics. |
| *AMAGASA Toshiyuki |
Database system, data engineering: big data, data mining, and scientific database. |
|---|---|
| KATO Kazuhiko |
System software: Operating systems, distributed systems, virtual machines, information security. |
| *KITAGAWA Hiroyuki |
Database systems and data engineering : Information integration, data mining, sleep data analysis, big data, stream processing. |
| *ABE Hirotake |
System Software, Distributed Systems, Computer Security, Computer Network. |
| *CHEN Hanxiong |
Database system, knowledge-base system, e-education, information retrieval, knowledge discovery and data mining. |
| *HASEBE Koji |
Multi-agent systems: Game theory, Logical reasoning, Formal methods, Autonomous distributed systems. |
| *MACHIDA Fumio |
Software reliability, dependability evaluation, stochastic models, system design optimization. |
| *OKA Mizuki |
Web Science, Complex Systems, Artificial Life |
| *OYAMA Yoshihiro |
Computer security, system software, operating systems, virtualization |
| *SHINJO Yasushi |
Operating systems, distributed systems, virtualization, concurrent processing, distributed social networking services. |
| *SHIOKAWA Hiroaki |
Query processing algorithm and its applications. |
| *TSUGAWA Sho |
Network mining, Social network analysis, Computational social science. |
| BOU Savong |
Database system, data engineering, scientific database, XML/RDF Database. |
| *HORIE Kazumasa |
Machine Learning, Deep Neural Network, Biological Signal Processing. |
| *BOKU Taisuke |
Massively parallel and high performance computing systems : Massively parallel processing system architecture, cluster computing and its system software, performance evaluation in high performance computing. |
|---|---|
| *NAKADA Hidemoto☆ AIST |
Parallel computing, distributed computing, grid, cloud. |
| NISHIKAWA Hiroaki Specially Appointed Professor |
Hyper-distributed system and specification environment: Hyper parallel distributed processing scheme based on data-drive paradigm and its multilateral specification environment. |
| *NUKADA Akira |
High Performance Computing, Performance Optimization, GPU Computing. |
| *TAKAHASHI Daisuke |
High-performance computing: High-performance numerical algorithms on parallel computers and performance evaluation. |
| *TATEBE Osamu |
Parallel and Distributed System Software, Data-Intensive Computing, High Performance Computing |
| *YAMAGUCHI Yoshiki |
VLSI engineering and computer architecture: Reconfigurable architecture and its applications including parallel and distributed computing, embedded computing and power-efficient computing. |
| *KIMURA Shigetomo |
Information communication engineering: Process algebra, network protocols and performance evaluation of communication systems. |
| *SATO Akira |
Design and operation technology for academic network systems, information systems and computing systems. |
| *SHOUNO Kazuhiro |
Analog integrated circuit and circuit theory: Highly linearized CMOS transconductors and complex filters. |
| *TADANO Hiroto |
Numerical analysis: Numerical algorithms for large scale linear systems. Parallel computing for eigenvalue problems. |
| *TANIMURA Yusuke☆ AIST |
Parallel and distributed storage. Large-scale data processing. Cloud computing. Grid computing. E-science applications. |
| *YAMAGIWA Shinichi |
Middleware and applications on parallel and distributed systems, stream computing and GPGPU. Embedded system applied to sports science and cognitive engineering. |
| TOMIYASU Hiroshi |
Making better use of significantly progressing microprosessors for parallel computer architecture after Age of vector supercomputers and massively parallel. |
| FUJITA Norihisa |
High Performance Computing, Accelerator, GPU Computing, Reconfigurable Computing, High Performance Interconnection |
| *KANAZAWA Kenji |
VLSI Engineering, Reconfigurable computing, Accelerator for hard computation problems using reconfigurable LSI. |
| *SANNOMIYA Shuji |
Autonomous, parallel, and distributed processor architecture: Research on data-driven chip-multi-processor based on self-timed elastic pipeline. |
| *KAMEYAMA Keisuke |
Pattern Recognition, Neural Networks, Learning, Signal/Image Processing, and Adaptive Information Processing. |
|---|---|
| *KUDO Hiroyuki |
Image processing and medical imaging : Image and video processing, imaging science, medical imaging (CT,PET,MRI) and computer-aided diagnosis, intelligent image sensing, music and sound processing, mathematics of inverse problems. |
| *MITANI Jun |
Geometric modeling, Computer graphics and CAD: Interface for modeling, non-photo realistic rendering and unfolding to 2D plane. |
| *TAKIZAWA Hotaka |
Intelligent image processing: medical image recognition, computer-aided diagnosis, computer vision, 3-D object recognition. |
| *YAMADA Takeshi |
Speech and acoustic information processing: speech recognition, sound scene understanding, multi-channel signal processing, media quality assessment, and e-learning. |
| *KANAMORI Yoshihiro |
Computer graphics (CG), rendering, deep learning, image editing techniques, and CG applications for industry. |
| *SUZUKI Taizo |
Multi-perception media processing: Signal analysis, data compression, perceptual security, computer vision. |
| *ENDO Yuki |
Computer graphics, image synthesis and editing techniques, image recognition, data mining, machine learning, deep learning |
| *FUKUI Kazuhiro |
Pattern recognition and computer vision: Face recognition, 3D object recognition, human sensing, robot vision. |
|---|---|
| *KOBAYASHI Takumi☆ AIST |
Statistical pattern recognition and machine learning : Deep learning, Feature extraction and representation, Image classification, Video classification, Multidimensional sensor data analysis. |
| *KUNIHIRO Noboru |
Cryptography, Information Security, Quantum Computation, Cryptanalysis, Cryptographic Protocol. |
| *SAKAI Ko |
Computational Vision: Perception of surface and 3D structure, Nonlinear analysis of cortical neurons, Cortical representation of objects, Attention, Psychophysics. |
| *SATO Yutaka☆ |
Computer Vision Systems: Intelligent image processing, Next-generation image sensing systems, etc. |
| *YAMAMOTO Mikio |
Natural Language Processing on the Web using statistical methods: Statistical machine translation and Web documents processing such as sentiment analysis. |
| *AKIMOTO Youhei |
Black Box Optimization and its Applications: probabilistic model based optimization, evolutionary computation, hyper-parameter optimization in machine learning, reinforcement learning, application of information geometry to algorithm design |
| *ARANHA Claus |
Study of Artificial Intelligence, Machine Learning and Evolutionary Computation. Applications for Optimization, Bioinformatics and Gaming. Parallelization of Machine Learning Algorithms. |
| *IGARASHI Yasuhiko |
Machine learning, Multivariate analysis, Sparse modeling, Data-driven science, Measurement informatics, Materials informatics |
| *IIZUKA Satoshi |
Computer graphics, image processing, image editing, computer vision, machine learning |
| *INUI Takashi |
Natural Language Processing: Information extraction and knowledge acquisition from natural language data, opinion mining, and sentiment analysis. |
| *YE Xiucai |
Feature selection, Clustering, Machine learning, Data analysis, Network computing |
| *FUKUCHI Kazuto |
Mathematical statistics and machine learning: statistical inference, statistical learning, fairness and privacy in machine learning, data mining |
| ITOH Makoto |
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. |
|---|---|
| OMOTE Kazumasa |
Network Security: malware countermeasure, risk assessment for cyber attacks, cloud security and sensor network security |
| FURUKAWA Hiroshi |
Cognitive interface design: human interface to extend cognitive capability, navigation support, learning support, mental models. |
| HOSHIKAWA Naoto |
Network System, Service Computing, Security Infrastructure, DX. |
| NISHIDE Takashi |
Information security: design of publickey encryption, cryptographic protocol, privacy-enhancing technology, method for securing information systems. |
| SAITO Yuichi |
Human-machine systems, cognitive systems science, systems safety and control, human-machine interface and interaction, and risk prediction and avoidance based on data analysis. |
| BERGER-WOLF Tanya |
Artificial Intelligence, Applied Machine Learning, Imageomics, computational ecology, social network analysis, AI for conservation, AI for social good |
|---|---|
| FU Li-Chen |
Socially Assisted Robots, Elderly Care, Visual Detection, AR for Metaverse, UAV |
| IMAOKA Hitoshi |
Face Recognition, Medical Image Processing, Machine Learning |
| LI Jie |
|
| LIN Chii-Wann |
Neuromodulation, Plasmonics, Bio-signal Analysis |
| SAITO Shigeru |
Open innovation, Machine learning, OMICs data analysis |
| SAKUMA Jun |
Highly Reliable AI: Machine Learning, Artificial Intelligence, AI Security & Privacy, explainable AI. |
| BABA Yukino |
human computation, crowdsourcing, collective intelligence, machine learning, data mining |
☆: Laboratories of Cooperative Graduate School
