Hisashi Handa

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 9

Top Topics

Solving Complex

Boltzmann Machine

Kernel Function

Evolutionary Multiobjective Optimization

Top Venues

GECCO (Companion)

J. Adv. Comput. Intell. Intell. Informatics

IEEE Congress on Evolutionary Computation

Publications

Zihao Chen, Hisashi Handa, Kimiaki Shirahama
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications. CoRR (2023)
Mika Yamamuro, Yoshiyuki Asai, Naomi Hashimoto, Nao Yasuda, Takahiro Yamada, Mitsutaka Nemoto, Yuichi Kimura, Hisashi Handa, Hisashi Yoshida, Koji Abe, Masahiro Tada, Hitoshi Habe, Takashi Nagaoka, Yoshiaki Ozaki, Seiun Nin, Kazunari Ishii, Yongbum Lee
How to select training data to segment mammary gland region using a deep-learning approach for reliable individualized screening mammography. Medical Imaging: Computer-Aided Diagnosis (2021)
Misaki Kitahashi, Hisashi Handa
Application of Evolutionary Multiobjective Optimization in L1-Regularization of CNN. CEC (2019)
Hisashi Handa, Shingo Ando, Tatsuhiro Ichikawa, Riku Yamamoto, Miyu Otani
Development of Privacy Protection Monitoring Systems Using Skeleton Models and Their Evaluation on the Viewpoint of FUBEN-EKI. HCI (2) (2019)
Ryoichi Hasegawa, Hisashi Handa
Solving Order/Degree Problems by Using EDA-GK with a Novel Sampling Method. J. Adv. Comput. Intell. Intell. Informatics 22 (2) (2018)
Misaki Kitahashi, Hisashi Handa
Estimating Classroom Situations by Using CNN with Environmental Sound Spectrograms. J. Adv. Comput. Intell. Intell. Informatics 22 (2) (2018)
Ryoichi Hasegawa, Hisashi Handa
Investigation of kernel functions in EDA-GK. GECCO (Companion) (2018)
Hisashi Handa, Ryoichi Hasegawa
Solving order/degree problems by using EDA-GK. GECCO (Companion) (2017)
Kenta Maezawa, Hisashi Handa
Proceedings in Adaptation, Learning and Optimization. IES (2016)
Hisashi Handa
Deep Boltzmann Machine for evolutionary agents of Mario AI. IEEE Congress on Evolutionary Computation (2014)
Hisashi Handa
On the coordination system for the dimensionality-reduced inputs of mario. ADPRL (2013)
Hisashi Handa
Evolution of the weight vectors in Mahjong non-player characters. NaBIC (2013)
Norio Baba, Yuta Arase, Masaki Takeda, Hisashi Handa
Utilization of Soft Computing Techniques for Making COMMONS GAME Much More Exciting. KES (2012)
Masanobu Abe, Daisuke Fujioka, Hisashi Handa
A Life Log Collecting System Supported by Smartphone to Model Higher-Level Human Behaviors. CISIS (2012)
Hisashi Handa
Moves by taking account into other players in Othello. SCIS&ISIS (2012)
Hisashi Handa
Neuroevolution with manifold learning for playing Mario. Int. J. Bio Inspired Comput. 4 (1) (2012)
Hisashi Handa
Application of Manifold Learning methods to scene information in video games. SCIS&ISIS (2012)
Hisashi Handa
Use of graph kernels in Estimation of Distribution Algorithms. IEEE Congress on Evolutionary Computation (2012)
Hisashi Handa
Investigation of robust solution of evolutionary algorithms in dynamic environments. SCIS&ISIS (2012)
Hisashi Handa
Structure search of probabilistic models and data correction for EDA-RL. ADPRL (2011)
Hisashi Handa
On the effect of dimensionality reduction by Manifold Learning for Evolutionary Learning. Evol. Syst. 2 (4) (2011)
Seiichi Ozawa, Hisashi Handa
Guest editorial: Evolving autonomous systems under realistic environments. Evol. Syst. 2 (4) (2011)
Hisashi Handa
Dimensionality reduction of scene and enemy information in Mario. IEEE Congress on Evolutionary Computation (2011)
Hisashi Handa
Experimental Analysis of the Effect of Dimensionality Reduction on Instance-Based Policy Optimization. PRICAI (2010)
Norio Baba, Hisashi Handa, Mariko Kusaka, Masaki Takeda, Yuriko Yoshihara, Keisuke Kogawa
Utilization of Evolutionary Algorithms for Making COMMONS GAME Much More Exciting. KES (3) (2010)
Hisashi Handa, Hiroshi Kawakami
Dimension reduction by Manifold Learning for Evolutionary Learning with redundant sensory inputs. IEEE Congress on Evolutionary Computation (2010)
Tokue Nishimura, Hisashi Handa
Rule acquisition for cognitive agents by using estimation of distribution algorithms. Int. J. Knowl. Eng. Soft Data Paradigms 2 (3) (2010)
Hisashi Handa
Constitution of Ms.PacMan player with critical-situation learning mechanism. Int. J. Knowl. Eng. Soft Data Paradigms 2 (3) (2010)
Hisashi Handa
Solving Multi-objective Reinforcement Learning Problems by EDA-RL - Acquisition of Various Strategies. ISDA (2009)
Hisashi Handa
EDA-RL: estimation of distribution algorithms for reinforcement learning problems. GECCO (2009)
Hisashi Handa, Maiko Isozaki
Evolutionary fuzzy systems for generating better Ms.PacMan players. FUZZ-IEEE (2008)
Norio Baba, Kenta Nagasawa, Hisashi Handa
Utilization of Soft Computing Techniques for Making Environmental Games More Exciting -Toward an Effective Utilization of the COMMONS GAME. KES (2) (2008)
Hisashi Handa
Estimation of distribution algorithms with niche separation mechanism. IEEE Congress on Evolutionary Computation (2007)
Hisashi Handa
The effectiveness of mutation operation in the case of Estimation of Distribution Algorithms. Biosyst. 87 (2-3) (2007)
Hidetsugu Suto, Hiroshi Kawakami, Hisashi Handa
A Study of Information Flow Between Designers and Users Via Website Focused on Property of Hyper Links. HCI (8) (2007)
Hisashi Handa
Evolutionary Computation on Multitask Reinforcement Learning Problems. ICNSC (2007)
Hisashi Handa, Norio Baba
Evolutionary Computations for Designing Game Rules of the COMMONS GAME. CIG (2007)
Hisashi Handa, Lee Chapman, Xin Yao
Robust route optimization for gritting/salting trucks: a CERCIA experience. IEEE Comput. Intell. Mag. 1 (1) (2006)
Hisashi Handa
Fitness function for finding out robust solutions on time-varying functions. GECCO (2006)
Hisashi Handa, Dan Lin, Lee Chapman, Xin Yao
Robust Solution of Salting Route Optimisation Using Evolutionary Algorithms. IEEE Congress on Evolutionary Computation (2006)
Hisashi Handa
Estimation of Distribution Algorithms with Mutation. EvoCOP (2005)
Hisashi Handa, Lee Chapman, Xin Yao
Dynamic salting route optimisation using evolutionary computation. Congress on Evolutionary Computation (2005)
Hisashi Handa
Mutation Can Improve the Search Capability of Estimation of Distribution Algorithms. GECCO (2) (2004)
Hisashi Handa
Hybridization of Estimation of Distribution Algorithms with a Repair Method for Solving Constraint Satisfaction Problems. GECCO (2003)
Mitsuru Baba, Tadataka Konishi, Hisashi Handa
Shape measurement of columnar objects with specular surfaces by slit ray projection method. Systems and Computers in Japan 33 (4) (2002)
Hisashi Handa, Mitsuru Baba, Tadashi Horiuchi, Osamu Katai
A Novel Hybrid Framework of Coevolutionary GA and Machine Learning. Int. J. Comput. Intell. Appl. 2 (1) (2002)
Hisashi Handa, Tadashi Horiuchi, Osamu Katai, T. Kaneko, Tadataka Konishi, Mitsuru Baba
Coevolutionary GA with schema extraction by machine learning techniques and its application to knapsack problems. CEC (2001)
Hisashi Handa, Akira Ninomiya, Tadashi Horiuchi, Tadataka Konishi, Mitsuru Baba
Adaptive state construction for reinforcement learning and its application to robot navigation problems. SMC (2001)
Hisashi Handa, Osamu Katai, Tadataka Konishi, Mitsuru Baba
Coevolutionary Genetic Algorithms for Solving Dynamic Constraint Satisfaction Problems. GECCO (1999)
Hisashi Handa, Norio Baba, Osamu Katai, Tetsuo Sawaragi
Coevolutionary Genetic Algorithm with Effective Exploration and Exploitation of Useful Schemata. ICONIP (1) (1997)
Norio Baba, Hisashi Handa
Utilization of hierarchical structure stochastic automata for the back propagation method with momentum. ICNN (1995)
Norio Baba, Hisashi Handa
Utilization of neural network for constructing a user friendly decision support system to deal stocks. ICNN (1995)