Hiroki Shiraishi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Top Venues

GECCO Companion

EvoApplications

Publications

Naoya Yatsu, Hiroki Shiraishi, Hiroyuki Sato, Keiki Takadama
Prototype Generation with the sUpervised Classifier System on kNN Matching. CEC (2024)
Naoya Yatsu, Hiroki Shiraishi, Hiroyuki Sato, Keiki Takadama
Generating High-Dimensional Prototypes with a Classifier System by Evolving in Latent Space. GECCO Companion (2024)
Abubakar Siddique, Michael Heider, Muhammad Iqbal, Hiroki Shiraishi
A Survey on Learning Classifier Systems from 2022 to 2024. GECCO Companion (2024)
Hiroki Shiraishi, Yohei Hayamizu, Tomonori Hashiyama
Fuzzy-UCS Revisited: Self-Adaptation of Rule Representations in Michigan-Style Learning Fuzzy-Classifier Systems. GECCO (2023)
Naoya Yatsu, Hiroki Shiraishi, Hiroyuki Sato, Keiki Takadama
Exploring High-dimensional Rules Indirectly via Latent Space Through a Dimensionality Reduction for XCS. GECCO (2023)
Hiroki Shiraishi, Yohei Havamizu, Hiroyuki Sato, Keiki Takadama
Beta Distribution based XCS Classifier System. CEC (2022)
Naoya Yatsu, Hiroki Shiraishi, Hiroyuki Sato, Keiki Takadama
XCSR with VAE using Gaussian Distribution Matching: From Point to Area Matching in Latent Space for Less-overlapped Rule Generation in Observation Space. CEC (2022)
Hiroki Shiraishi, Yohei Hayamizu, Hiroyuki Sato, Keiki Takadama
Absumption based on overgenerality and condition-clustering based specialization for XCS with continuous-valued inputs. GECCO (2022)
Hiroki Shiraishi, Yohei Hayamizu, Iko Nakari, Hiroyuki Sato, Keiki Takadama
Inheritance vs. Expansion: Generalization Degree of Nearest Neighbor Rule in Continuous Space as Covering Operator of XCS. EvoApplications (2022)
Hiroki Shiraishi, Yohei Hayamizu, Hiroyuki Sato, Keiki Takadama
Can the same rule representation change its matching area?: enhancing representation in XCS for continuous space by probability distribution in multiple dimension. GECCO (2022)
Hiroki Shiraishi, Masakazu Tadokoro, Yohei Hayamizu, Yukiko Fukumoto, Hiroyuki Sato, Keiki Takadama
Misclassification detection based on conditional VAE for rule evolution in learning classifier system. GECCO Companion (2021)
Hiroki Shiraishi, Masakazu Tadokoro, Yohei Hayamizu, Yukiko Fukumoto, Hiroyuki Sato, Keiki Takadama
Increasing Accuracy and Interpretability of High-Dimensional Rules for Learning Classifier System. CEC (2021)