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

  • Preprint12
  • Book/Book Chapter1
  • Journal Papers17
  • International Conference Papers31
  • Domestic Conference Papers43
  • Invited Talks2
  • Awards6
LEARN MORE

Latest News

#
March 25, 2024

Mr. TAKAHASHI (B4) was awarded the award for excellent academic research .

#
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).

List of Previous News

  • 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).
  • December 23, 2023: Four students gave research presentations at Evol. Comput. Symposium 2023.
  • December 18, 2023: Received the Best Presentation Award at the ADIP2023. Congratulations!
  • December 15, 2023: One journal paper has been accepted for publication in Alex. Eng. J. (IF:6.8).
  • November 29, 2023: Mr. Yiliang LIN (M2) has been accepted by JGC-Saneyoshi Scholarship. Congratulations!
  • November 19, 2023: One journal paper has been accepted for publication in Evol. Intel. (IF:2.6).
  • November 11, 2023: Mr. Peng gave a presentation at the conference ACAIT2023 held in China.
  • October 19, 2023: One paper has been accepted to the international conference ADIP2023.
  • October 13, 2023: One paper has been accepted to Vision Engineering Workshop 2023.
  • October 6, 2023: One journal paper has been accepted for publication in Int. J. Comput. Intell. Syst (IF:2.9).
  • October 1, 2023: Mr. Aiza (M1) gave a research presentation at the international conference SMC2023 held in Hawaii.
  • September 23, 2023: One journal paper has been accepted for publication in Pattern Recognition (IF:8.0).
  • September 20, 2023: One journal paper has been accepted for publication in Biomimetics (IF:4.5).
  • September 13, 2023: Mr. SASAKI(B4) gave a research presentation at 24th Evolutionary Computation Workshop.
  • September 11, 2023: Mr. Peng (M2) and Mr. Aza (M1) have been adopted by Research Grants for International Conference Presentation sponsored by Niigata Engineering Promotion Association.
  • September 11, 2023: A research grant has been adopted by Niigata Engineering Promotion Association.
  • September 8, 2023: One paper has been accepted to the international conference ADIP 2023.
  • August 4, 2023: Dr. Yu gave a invited talk at University of Fukui.
  • August 1, 2023: Two conference papers have been accepted to the international conference ACAIT 2023.
  • July 24, 2023: Two conference papers have been accepted to the international conference GCCE 2023.
  • July 11, 2023: Dr. Yu gave a lecture at Peking University Summer School.
  • June 1, 2023: Two conference papers have been accepted to the international conference SMC 2023.
  • May 31, 2023: A research grant has been adopted by the Union Tool Scholarship Foundation.
  • May 19, 2023: One conference paper has been accepted to the international conference ICCPR 2023.
  • May 2, 2023: One journal paper has been accepted for publication in Expert Systems with Applications (IF:8.5).
  • April 14, 2023: One conference paper has been accepted to the international conference NICOGRAPH 2023.
  • April 11, 2023: Three graduate students have been assigned to our lab.