Utilization of hierarchical structure stochastic automata for the back propagation method with momentum. - Norio Baba; Hisashi Handa (ICNN, 1995)

Utilization of neural network for constructing a user friendly decision support system to deal stocks. - Norio Baba; Hisashi Handa (ICNN, 1995)

Genetic algorithm involving coevolution mechanism to search for effective genetic information. - Hisashi Handa; Norio Baba; Osamu Katai; Tetsuo Sawaragi; Tadashi Horiuchi (ICEC, 1997)

Coevolutionary Genetic Algorithm with Effective Exploration and Exploitation of Useful Schemata. - Hisashi Handa; Norio Baba; Osamu Katai; Tetsuo Sawaragi (ICONIP (1), 1997)

Coevolutionary Genetic Algorithms for Solving Dynamic Constraint Satisfaction Problems. - Hisashi Handa; Osamu Katai; Tadataka Konishi; Mitsuru Baba (GECCO, 1999)

A new fitness function for discovering a lot of satisfiable solutions in constraint satisfaction problems. - Hisashi Handa; Osamu Katai; Tadataka Konishi; Mitsuru Baba (CEC, 2000)

Coevolutionary GA with schema extraction by machine learning techniques and its application to knapsack problems. - Hisashi Handa; Tadashi Horiuchi; Osamu Katai; T. Kaneko; Tadataka Konishi; Mitsuru Baba (CEC, 2001)

Adaptive state construction for reinforcement learning and its application to robot navigation problems. - Hisashi Handa; Akira Ninomiya; Tadashi Horiuchi; Tadataka Konishi; Mitsuru Baba (SMC, 2001)

A Novel Hybrid Framework of Coevolutionary GA and Machine Learning. - Hisashi Handa; Mitsuru Baba; Tadashi Horiuchi; Osamu Katai (Int. J. Comput. Intell. Appl., 2002)

Shape measurement of columnar objects with specular surfaces by slit ray projection method. - Mitsuru Baba; Tadataka Konishi; Hisashi Handa (Syst. Comput. Jpn., 2002)

Hybridization of Estimation of Distribution Algorithms with a Repair Method for Solving Constraint Satisfaction Problems. - Hisashi Handa (GECCO, 2003)

Mutation Can Improve the Search Capability of Estimation of Distribution Algorithms. - Hisashi Handa (GECCO (2), 2004)

State space construction of reinforcement learning agents based upon anticipated sensory changes. - Hisashi Handa (IJCNN, 2004)

Dynamic salting route optimisation using evolutionary computation. - Hisashi Handa; Lee Chapman; Xin Yao 001 (Congress on Evolutionary Computation, 2005)

Estimation of Distribution Algorithms with Mutation. - Hisashi Handa (EvoCOP, 2005)

Robust Solution of Salting Route Optimisation Using Evolutionary Algorithms. - Hisashi Handa; Dan Lin 002; Lee Chapman; Xin Yao 001 (IEEE Congress on Evolutionary Computation, 2006)

Fitness function for finding out robust solutions on time-varying functions. - Hisashi Handa (GECCO, 2006)

Robust route optimization for gritting/salting trucks: a CERCIA experience. - Hisashi Handa; Lee Chapman; Xin Yao 001 (IEEE Comput. Intell. Mag., 2006)

Estimation of distribution algorithms with niche separation mechanism. - Hisashi Handa (IEEE Congress on Evolutionary Computation, 2007)

Evolutionary Computations for Designing Game Rules of the COMMONS GAME. - Hisashi Handa; Norio Baba (CIG, 2007)

A Study of Information Flow Between Designers and Users Via Website Focused on Property of Hyper Links. - Hidetsugu Suto; Hiroshi Kawakami; Hisashi Handa (HCI (8), 2007)

Evolutionary Computation on Multitask Reinforcement Learning Problems. - Hisashi Handa (ICNSC, 2007)

The effectiveness of mutation operation in the case of Estimation of Distribution Algorithms. - Hisashi Handa (Biosyst., 2007)

COMMONS GAME Made More Exciting by an Intelligent Utilization of the Two Evolutionary Algorithms. - Norio Baba; Hisashi Handa (Advanced Intelligent Paradigms in Computer Games, 2007)

Robust Salting Route Optimization Using Evolutionary Algorithms. - Hisashi Handa; Lee Chapman; Xin Yao 001 (Evolutionary Computation in Dynamic and Uncertain Environments, 2007)

Evolutionary fuzzy systems for generating better Ms.PacMan players. - Hisashi Handa; Maiko Isozaki (FUZZ-IEEE, 2008)

Utilization of Soft Computing Techniques for Making Environmental Games More Exciting -Toward an Effective Utilization of the COMMONS GAME. - Norio Baba; Kenta Nagasawa; Hisashi Handa (KES (2), 2008)

EDA-RL: estimation of distribution algorithms for reinforcement learning problems. - Hisashi Handa (GECCO, 2009)

Solving Multi-objective Reinforcement Learning Problems by EDA-RL - Acquisition of Various Strategies. - Hisashi Handa (ISDA, 2009)

Dimension reduction by Manifold Learning for Evolutionary Learning with redundant sensory inputs. - Hisashi Handa; Hiroshi Kawakami (IEEE Congress on Evolutionary Computation, 2010)

Utilization of Evolutionary Algorithms for Making COMMONS GAME Much More Exciting. - Norio Baba; Hisashi Handa; Mariko Kusaka; Masaki Takeda; Yuriko Yoshihara; Keisuke Kogawa (KES (3), 2010)

Experimental Analysis of the Effect of Dimensionality Reduction on Instance-Based Policy Optimization. - Hisashi Handa (PRICAI, 2010)

Constitution of Ms.PacMan player with critical-situation learning mechanism. - Hisashi Handa (Int. J. Knowl. Eng. Soft Data Paradigms, 2010)

Rule acquisition for cognitive agents by using estimation of distribution algorithms. - Tokue Nishimura; Hisashi Handa (Int. J. Knowl. Eng. Soft Data Paradigms, 2010)

Structure search of probabilistic models and data correction for EDA-RL. - Hisashi Handa (ADPRL, 2011)

Dimensionality reduction of scene and enemy information in Mario. - Hisashi Handa (IEEE Congress on Evolutionary Computation, 2011)

On the effect of dimensionality reduction by Manifold Learning for Evolutionary Learning. - Hisashi Handa (Evol. Syst., 2011)

Guest editorial: Evolving autonomous systems under realistic environments. - Seiichi Ozawa; Hisashi Handa (Evol. Syst., 2011)

Use of graph kernels in Estimation of Distribution Algorithms. - Hisashi Handa (IEEE Congress on Evolutionary Computation, 2012)

A Life Log Collecting System Supported by Smartphone to Model Higher-Level Human Behaviors. - Masanobu Abe; Daisuke Fujioka; Hisashi Handa (CISIS, 2012)

Utilization of Soft Computing Techniques for Making COMMONS GAME Much More Exciting. - Norio Baba; Yuta Arase; Masaki Takeda; Hisashi Handa (KES, 2012)

Application of Manifold Learning methods to scene information in video games. - Hisashi Handa (SCIS&ISIS, 2012)

Moves by taking account into other players in Othello. - Hisashi Handa (SCIS&ISIS, 2012)

Investigation of robust solution of evolutionary algorithms in dynamic environments. - Hisashi Handa (SCIS&ISIS, 2012)

Neuroevolution with manifold learning for playing Mario. - Hisashi Handa (Int. J. Bio Inspired Comput., 2012)

On the coordination system for the dimensionality-reduced inputs of mario. - Hisashi Handa (ADPRL, 2013)

Evolution of the weight vectors in Mahjong non-player characters. - Hisashi Handa (NaBIC, 2013)

Deep Boltzmann Machine for evolutionary agents of Mario AI. - Hisashi Handa (IEEE Congress on Evolutionary Computation, 2014)

Proceedings in Adaptation, Learning and Optimization. - Kenta Maezawa; Hisashi Handa (IES, 2016)

Solving order/degree problems by using EDA-GK. - Hisashi Handa; Ryoichi Hasegawa (GECCO (Companion), 2017)

Investigation of kernel functions in EDA-GK. - Ryoichi Hasegawa; Hisashi Handa (GECCO (Companion), 2018)

Solving Order/Degree Problems by Using EDA-GK with a Novel Sampling Method. - Ryoichi Hasegawa; Hisashi Handa (J. Adv. Comput. Intell. Intell. Informatics, 2018)

Estimating Classroom Situations by Using CNN with Environmental Sound Spectrograms. - Misaki Kitahashi; Hisashi Handa (J. Adv. Comput. Intell. Intell. Informatics, 2018)

Application of Evolutionary Multiobjective Optimization in L1-Regularization of CNN. - Misaki Kitahashi; Hisashi Handa (CEC, 2019)

Development of Privacy Protection Monitoring Systems Using Skeleton Models and Their Evaluation on the Viewpoint of FUBEN-EKI. - Hisashi Handa; Shingo Ando; Tatsuhiro Ichikawa; Riku Yamamoto; Miyu Otani (HCI (2), 2019)

How to select training data to segment mammary gland region using a deep-learning approach for reliable individualized screening mammography. - Mika Yamamuro; Yoshiyuki Asai; Naomi Hashimoto; Nao Yasuda; Takahiro Yamada; Mitsutaka Nemoto; Yuichi Kimura; Hisashi Handa; Hisashi Yoshida; Koji Abe; Masahiro Tada; Hitoshi Habe; et al. (Computer-Aided Diagnosis, 2021)

JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications. - Zihao Chen; Hisashi Handa; Kimiaki Shirahama (CoRR, 2023)

Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation. - Zihao Chen; Hisashi Handa; Miho Ohsaki; Kimiaki Shirahama (CoRR, 2025)