Artificial Intelligence

involves the emulation and replication of human intelligence within computer systems and machines, affording them the capacity to undertake functions such as learning, logical reasoning, and decision-making, thereby achieving the artificial reproduction of human intelligence.

Machine Learning

allows computer systems to learn from data, automatically discover rules and patterns hidden within the data, and make predictions and decisions based on those findings.

Deep Learning

employs a multi-layer neural network, typically with numerous hidden layers, to autonomously extract features from data and acquire a nonlinear mapping between input and output.

Evolutionary Computation

simulates the biological evolution process by iteratively advancing a population of individuals (solution candidates), where individuals with superior evaluation values are more likely to survive, ultimately finding the optimal solution through a process of trial and error.

Call for Students

We are recruiting students interested in artificial intelligence for our lab, with a special welcome to those in software engineering, computer science, machine learning, deep learning, or related fields. Please inquire at any time and contact Jun YU (yujun@ie.niigata-u.ac.jp) to apply as a research student.

LEARN MORE

Laboratory Introduction

Our lab conducts theoretical and applied research in computational intelligence, with a focus on three key technologies: EC, FS, and NN. Our future research aims to integrate these technologies and incorporate machine learning and advanced techniques to develop practical intelligent technologies.

LEARN MORE

Number of Research Achievements

  • Preprint10
  • Book/Book Chapter1
  • Journal Papers19
  • International Conference Papers32
  • Domestic Conference Papers43
  • Invited Talks2
  • Awards6
LEARN MORE

Latest News

#
April 30, 2024

One conference paper has been accepted to PDPTA'24 Workshop on MPS.

#
April 30, 2024

One journal paper has been accepted for publication in IEEJ T ELECTR ELECTR.

#
April 12, 2024

Three graduate students have been assigned to our lab. The member has been updated.

List of Previous News

  • April 5, 2024: One journal paper has been accepted for publication in Cluster Computing (IF:4.4).
  • March 25, 2024: Mr. TAKAHASHI (B4) was awarded the award for excellent academic research. Congratulations!
  • March 21, 2024: Two students (B4) gave a research presentation at 25th Evol. Comput. Workshop.
  • March 19, 2024: One journal paper has been accepted for publication in Cluster Computing (IF:4.4).
  • March 15, 2024: One paper has been accepted to JSAI 2024. Congratulations!
  • February 22, 2024: One paper has been accepted for publication in IEEE Transactions on Automation Science and Engineering. (IF:5.6).
  • January 23, 2024: One journal paper has been accepted for publication in Knowl Based Syst (IF:8.8).
  • January 19, 2024: One journal paper has been accepted for publication in IEEJ T ELECTR ELECTR.
  • January 15, 2024: One journal paper has been accepted for publication in Neural. Comput. Appl. (IF:6.0).