Specialty on Numerical Algorithms

Tetsuya Sakurai

Executive Research Director of Center for Artificial Intelligence Research, Professor / Institute of Systems and Information Engineering

TetsuyaSakurai

Area of Expertise

Computational Mathematics

Keywords Related to Research

High performance algorithms, Data analysis, Image analysis, Neural network computation

Shigeru Saito

Visiting Professor / SIGNATE Inc.

ShigeruSaito

Area of Expertise

Wisdom of Crowds, System Life Science

Keywords Related to Research

Open innovation, Machine learning, OMICs data analysis

Yasuhiko Igarashi

Associate Professor / Institute of Systems and Information Engineering

Yasuhiko Igarashi

Area of Expertise

Materials Informatics, Measurement Informatics

Keywords Related to Research

Machine Learning, Multivariate Analysis, Sparse Modeling, Data Driven Science

Akira Imakura

Associate Professor / Institute of Systems and Information Engineering

AkiraImakura

Area of Expertise

Numerical analysis

Keywords Related to Research

Matrix computations, Matrix factorization-based algorithms for deep neural network computation

Akira Terui

Associate Professor / Institute of Pure and Applied Sciences

AkiraTerui

Area of Expertise

Computer Algebra, Symbolic Computation

Keywords Related to Research

Computer algebra, Symbolic-numeric computation, Automated deduction

Yasunori Futamura

Associate Professor / Institute of Systems and Information Engineering

YasunoriFutamura

Area of Expertise

Parallel Numerical Algorithm

Keywords Related to Research

Dimensionality reduction, High performance parallel algorithm, Parallel solver for eigenvalue problems, Parallel numerical software

Xiucai Ye

Associate Professor / Institute of Systems and Information Engineering

XiucaiYe

Area of Expertise

Machine Learning

Keywords Related to Research

Feature selection, Data analysis, Clustering, Classification, Network computing

Tomoki Mihara

Assistant Professor / Institute of Pure and Applied Sciences

TomokiMihara

Area of Expertise

Number Theory

Keywords Related to Research

Derived Rigid Geometry, P-adic functional analysis, Discrete optimization, Natural language processing

Keiichi Morikuni

Assistant Professor / Institute of Systems and Information Engineering

KeiichiMorikuni

Area of Expertise

Numerical Linear Algebra

Keywords Related to Research

Least Squares Problem, Singular System, Preconditioning, Krylov Subspace Method, Eigenproblem

Specialty on Machine Learning

Kazuhiro Fukui

Director of Center for Artificial Intelligence Research, Professor / Institute of Systems and Information Engineering

KazuhiroFukui

Area of Expertise

Pattern Recognition, Machine Learning, Computer Vision

Keywords Related to Research

Subspace methods, Mutual subspace method, Object recognition, Face image analysis, Time series analysis, Motion analysis

Yoshihiro Kanamori

Professor / Institute of Systems and Information Engineering

Yoshihiro Kanamori

Area of Expertise

Computer Graphics (CG), Computer Vision, Machine Learning

Keywords Related to Research

Rendering, Image Editing, Deep Learning

Taro Tezuka

Professor / Institute of Systems and Information Engineering

TaroTezuka

Area of Expertise

Machine Learning, Database

Keywords Related to Research

Kernel methods, Computational neuroscience

Takumi Kobayashi

Professor (Cooperative Graduate School Program) / Institute of Systems and Information Engineering

TakumiKobayashi

Area of Expertise

Pattern Recognition, Machine Learning

Keywords Related to Research

Feature Extraction, Feature Representation Learning, Image Recognition, Deep Learning, Sensor Data Analysis

Yutaka Satoh

Professor (Cooperative Graduate School Program) / Institute of Systems and Information Engineering

Yutaka Satoh

Area of Expertise

Computer vision, Pattern recognition

Keywords Related to Research

Image recognition and understanding, Video recognition, 3D sensing and recognition, Deep learning

Claus Aranha

Associate Professor / Institute of Systems and Information Engineering

ClausAranha

Area of Expertise

Theory and Application of Evolutionary Algorithms, Modeling and Program Generation

Keywords Related to Research

Evolutionary algorithms, Swarm intelligence, Artificial life

Satoshi Iizuka

Associate Professor / Institute of Systems and Information Engineering

SatoshiIizuka

Area of Expertise

Computer graphics, Computer vision, Machine learning

Keywords Related to Research

Image processing and generation, Image recognition, Deep learning

Yuki Endo

Associate Professor / Institute of Systems and Information Engineering

Yuki Endo

Area of Expertise

Computer Graphics

Keywords Related to Research

Image Editing, Generative Model, Deep Learning

Lincon Souza

Associate Professor (Cooperative Graduate School Program) / Institute of Systems and Information Engineering

Lincon Souza

Area of Expertise

Pattern Recognition, Machine Learning

Keywords Related to Research

Feature representation and analysis, Image recognition, Deep learning, Subspace methods, Machine learning for signal processing

Ryotaro Sakamoto

Assistant Professor / Institute of Pure and Applied Sciences

RyotaroSakamoto

Area of Expertise

Number Theory

Keywords Related to Research

Iwasawa Theory, Selmer group, L-function

Specialty on Big Data / Crowdsourcing

Toshiyuki Amagasa

Professor / Center for Computational Sciences

ToshiyukiAmagasa

Area of Expertise

Database, Data Engineering

Keywords Related to Research

Big data, Data mining, Semi-structured data

Atsuyuki Morishima

Professor / Institute of Library, Information and Media Science

AtsuyukiMorishima

Area of Expertise

Database Systems

Keywords Related to Research

Crowdsourcing systems, Crowdsourcing applications, Human computation, Query processing

Hiroaki Shiokawa

Professor / Center for Computational Sciences

HiroakiShiokawa

Area of Expertise

Data Engineering, Database System

Keywords Related to Research

Big data processing, Data mining, Graph data management

Hiroyoshi Ito

Assistant Professor / Institute of Library, Information and Media Science

HiroyoshiIto

Area of Expertise

Data mining, Machine learning

Keywords Related to Research

Time-series data analysis, Social network mining, Human-AI collaboration

Kazumasa Horie

Assistant Professor / Center for Computational Sciences

KazumasaHorie

Area of Expertise

Machine Learning, Biological Signal Processing

Keywords Related to Research

Neural networks, Deep Learning, Electroencephalogram, Electromyogram

Bou Savong

Assistant Professor / Center for Computational Sciences

BouSavong

Area of Expertise

Data Engineering, Database System

Keywords Related to Research

Big data processing, Data mining, Data stream processing・analytics

Specialty on Security / Privacy

Kazumasa Omote

Professor / Institute of Systems and Information Engineering

KazumasaOmote

Area of Expertise

Information security

Keywords Related to Research

Malware countermeasure, cloud security, risk assessment for cyber attacks

Youhei Akimoto

Professor / Institute of Systems and Information Engineering

YouheiAkimoto

Area of Expertise

Black-Box Optimization

Keywords Related to Research

Evolutionary Computation, Machine Learning, Markov Chain Analysis

Kazuto Fukuchi

Assistant Professor / Institute of Systems and Information Engineering

KazutoFukuchi

Area of Expertise

Mathematical statistics and machine learning

Keywords Related to Research

Statistical inference, Machine learning, Fairness, Privacy

Specialty on Service Engineering

Yukihiko Okada

Professor / Institute of Systems and Information Engineering

YukihikoOkada

Area of Expertise

Japan's Service Development Theory

Keywords Related to Research

Service target costing, Data-driven service engineering, Applied statistics

Tuan Phung-Duc

Professor / Institute of Systems and Information Engineering

TuanPhung-Duc

Area of Expertise

Applied Stochastic Process

Keywords Related to Research

Modelling and performance analysis of services and information systems, Stochastic models, Queueing theory

Akiko Yoshise

Professor / Institute of Systems and Information Engineering

AkikoYoshise

Area of Expertise

Mathematical Optimization, Operations Research

Keywords Related to Research

Conic optimization, Algorithms, Optimization models

Yuichi Takano

Associate Professor / Institute of Systems and Information Engineering

YuichiTakano

Area of Expertise

Operations Research

Keywords Related to Research

Mathematical Optimization, Financial Engineering, Machine Learning

Kyosuke Yamamoto

Associate Professor / Institute of Systems and Information Engineering

KyosukeYamamoto

Area of Expertise

Civil Engineering

Keywords Related to Research

Bridge maintenance, Structure design

Yuji Kawamata

Assistant Professor / Institute of Systems and Information Engineering

Yuji Kawamata

Area of Expertise

Policy and Planning Sciences

Keywords Related to Research

Economics, Causal Inference, Computational Social Science, Federated Learning, Social Data Science

Specialty on Human Technology

Kenji Suzuki

Professor / Institute of Systems and Information Engineering

KenjiSuzuki

Area of Expertise

Artificial Intelligence and Robotics

Keywords Related to Research

Cybernics, Medicine and healthcare, Assistive technologies

Fumihide Tanaka

Professor / Institute of Systems and Information Engineering

Fumihide Tanaka

Area of Expertise

Artificial Intelligence, Agent Technologies

Keywords Related to Research

Social Robot, Human-Agent Interaction, Cyber-Physical Systems

Yasushi Nakauchi

Professor / Institute of Systems and Information Engineering

YasushiNakauchi

Area of Expertise

Intelligent Environments

Keywords Related to Research

IoT, Sensor network, Big data analysis

Hajime Nobuhara

Professor / Institute of Systems and Information Engineering

HajimeNobuhara

Area of Expertise

Computational Intelligence

Keywords Related to Research

Computational intelligence, Multi-media processing, Web intelligence, Drone

Takeshi Shibuya

Associate Professor / Institute of Systems and Information Engineering

Takeshi Shibuya

Area of Expertise

Machine learning

Keywords Related to Research

Decision-making, Data analysis

Naoto Ienaga

Assistant Professor / Institute of Systems and Information Engineering

NaotoIenaga

Area of Expertise

Machine learning, Computer vision

Keywords Related to Research

Deep learning, Fisheries, Occupational therapy

Specialty on Quantum System Information

Noboru Kunihiro

Professor / Institute of Systems and Information Engineering

NoboruKunihiro

Area of Expertise

Cryptography, Quantum Computation

Keywords Related to Research

Cryptanalysis, Quantum Algorithm, Information Security

Yutaka Shikano

Professor / Institute of Systems and Information Engineering

YutakaShikano

Area of Expertise

Quantum Information Science, Theoretical Physics

Keywords Related to Research

Quantum Metrology, Quantum Measurement, Quantum Randomness, Fundamental Physics Search

Yasuhiro Takahashi

Professor / Institute of Systems and Information Engineering

Yasuhiro Takahashi

Area of Expertise

Quantum Information Science, Quantum Computation Theory

Keywords Related to Research

Quantum Computer, Quantum Algorithm, Quantum Circuit

Yasuhiro Tokura

Professor / Institute of Pure and Applied Sciences

YasuhiroTokura

Area of Expertise

Condensed matter physics, Quantum Information

Keywords Related to Research

Semiconductor qubit, Quantum network, Non-equilibrium statistical physics

Imai Satoya

Assistant Professor / Institute of Systems and Information Engineering

Imai Satoya

Area of Expertise

Quantum Information Theory

Keywords Related to Research

Entanglement, Quantum metrology

Masayuki Miyamoto

Assistant Professor / Institute of Systems and Information Engineering

Masayuki Miyamoto

Area of Expertise

Theoretical Computer Science

Keywords Related to Research

Quantum computing, Distributed computing, Complexity theory