Hisashi Handa

According to our database, Hisashi Handa authored at least 55 papers between 1995 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications.

Zihao Chen, Hisashi Handa, Kimiaki Shirahama

CoRR, 2023

2021

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, Takashi Nagaoka, Yoshiaki Ozaki, Seiun Nin, Kazunari Ishii, Yongbum Lee

Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

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

Proceedings of the Human-Computer Interaction. Recognition and Interaction Technologies, 2019

Application of Evolutionary Multiobjective Optimization in L1-Regularization of CNN.

Misaki Kitahashi, Hisashi Handa

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

Estimating Classroom Situations by Using CNN with Environmental Sound Spectrograms.

Misaki Kitahashi, Hisashi Handa

J. Adv. Comput. Intell. Intell. Informatics, 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

Investigation of kernel functions in EDA-GK.

Ryoichi Hasegawa, Hisashi Handa

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017

Solving order/degree problems by using EDA-GK.

Hisashi Handa, Ryoichi Hasegawa

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

Proceedings in Adaptation, Learning and Optimization.

Kenta Maezawa, Hisashi Handa

Proceedings of the Intelligent and Evolutionary Systems - The 20th Asia Pacific Symposium, 2016

2014

Deep Boltzmann Machine for evolutionary agents of Mario AI.

Hisashi Handa

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Evolution of the weight vectors in Mahjong non-player characters.

Hisashi Handa

Proceedings of the Fifth World Congress on Nature and Biologically Inspired Computing, 2013

On the coordination system for the dimensionality-reduced inputs of mario.

Hisashi Handa

Proceedings of the 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2013

2012

Neuroevolution with manifold learning for playing Mario.

Hisashi Handa

Int. J. Bio Inspired Comput., 2012

Investigation of robust solution of evolutionary algorithms in dynamic environments.

Hisashi Handa

Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

Moves by taking account into other players in Othello.

Hisashi Handa

Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

Application of Manifold Learning methods to scene information in video games.

Hisashi Handa

Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

Utilization of Soft Computing Techniques for Making COMMONS GAME Much More Exciting.

Norio Baba, Yuta Arase, Masaki Takeda, Hisashi Handa

Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

A Life Log Collecting System Supported by Smartphone to Model Higher-Level Human Behaviors.

Masanobu Abe, Daisuke Fujioka, Hisashi Handa

Proceedings of the Sixth International Conference on Complex, 2012

Use of graph kernels in Estimation of Distribution Algorithms.

Hisashi Handa

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Guest editorial: Evolving autonomous systems under realistic environments.

Seiichi Ozawa, Hisashi Handa

Evol. Syst., 2011

On the effect of dimensionality reduction by Manifold Learning for Evolutionary Learning.

Hisashi Handa

Evol. Syst., 2011

Dimensionality reduction of scene and enemy information in Mario.

Hisashi Handa

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Structure search of probabilistic models and data correction for EDA-RL.

Hisashi Handa

Proceedings of the 2011 IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning, 2011

2010

Rule acquisition for cognitive agents by using estimation of distribution algorithms.

Tokue Nishimura, Hisashi Handa

Int. J. Knowl. Eng. Soft Data Paradigms, 2010

Constitution of Ms.PacMan player with critical-situation learning mechanism.

Hisashi Handa

Int. J. Knowl. Eng. Soft Data Paradigms, 2010

Experimental Analysis of the Effect of Dimensionality Reduction on Instance-Based Policy Optimization.

Hisashi Handa

Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Utilization of Evolutionary Algorithms for Making COMMONS GAME Much More Exciting.

Norio Baba, Hisashi Handa, Mariko Kusaka, Masaki Takeda, Yuriko Yoshihara, Keisuke Kogawa

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Dimension reduction by Manifold Learning for Evolutionary Learning with redundant sensory inputs.

Hisashi Handa, Hiroshi Kawakami

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Solving Multi-objective Reinforcement Learning Problems by EDA-RL - Acquisition of Various Strategies.

Hisashi Handa

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

EDA-RL: estimation of distribution algorithms for reinforcement learning problems.

Hisashi Handa

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

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

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

Evolutionary fuzzy systems for generating better Ms.PacMan players.

Hisashi Handa, Maiko Isozaki

Proceedings of the FUZZ-IEEE 2008, 2008

2007

Robust Salting Route Optimization Using Evolutionary Algorithms.

Hisashi Handa, Lee Chapman, Xin Yao

Proceedings of the Evolutionary Computation in Dynamic and Uncertain Environments, 2007

COMMONS GAME Made More Exciting by an Intelligent Utilization of the Two Evolutionary Algorithms.

Norio Baba, Hisashi Handa

Proceedings of the Advanced Intelligent Paradigms in Computer Games, 2007

The effectiveness of mutation operation in the case of Estimation of Distribution Algorithms.

Hisashi Handa

Biosyst., 2007

Evolutionary Computation on Multitask Reinforcement Learning Problems.

Hisashi Handa

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2007

A Study of Information Flow Between Designers and Users Via Website Focused on Property of Hyper Links.

Hidetsugu Suto, Hiroshi Kawakami, Hisashi Handa

Proceedings of the Human Interface and the Management of Information. Methods, 2007

Evolutionary Computations for Designing Game Rules of the COMMONS GAME.

Hisashi Handa, Norio Baba

Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Games, 2007

Estimation of distribution algorithms with niche separation mechanism.

Hisashi Handa

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

Robust route optimization for gritting/salting trucks: a CERCIA experience.

Hisashi Handa, Lee Chapman, Xin Yao

IEEE Comput. Intell. Mag., 2006

Fitness function for finding out robust solutions on time-varying functions.

Hisashi Handa

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Robust Solution of Salting Route Optimisation Using Evolutionary Algorithms.

Hisashi Handa, Dan Lin, Lee Chapman, Xin Yao

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

Estimation of Distribution Algorithms with Mutation.

Hisashi Handa

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2005

Dynamic salting route optimisation using evolutionary computation.

Hisashi Handa, Lee Chapman, Xin Yao

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004

Mutation Can Improve the Search Capability of Estimation of Distribution Algorithms.

Hisashi Handa

Proceedings of the Genetic and Evolutionary Computation, 2004

2003

Hybridization of Estimation of Distribution Algorithms with a Repair Method for Solving Constraint Satisfaction Problems.

Hisashi Handa

Proceedings of the Genetic and Evolutionary Computation, 2003

2002

Shape measurement of columnar objects with specular surfaces by slit ray projection method.

Mitsuru Baba, Tadataka Konishi, Hisashi Handa

Syst. Comput. Jpn., 2002

A Novel Hybrid Framework of Coevolutionary GA and Machine Learning.

Hisashi Handa, Mitsuru Baba, Tadashi Horiuchi, Osamu Katai

Int. J. Comput. Intell. Appl., 2002

2001

Adaptive state construction for reinforcement learning and its application to robot navigation problems.

Hisashi Handa, Akira Ninomiya, Tadashi Horiuchi, Tadataka Konishi, Mitsuru Baba

Proceedings of the IEEE International Conference on Systems, 2001

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

Proceedings of the 2001 Congress on Evolutionary Computation, 2001

2000

A new fitness function for discovering a lot of satisfiable solutions in constraint satisfaction problems.

Hisashi Handa, Osamu Katai, Tadataka Konishi, Mitsuru Baba

Proceedings of the 2000 Congress on Evolutionary Computation, 2000

1999

Coevolutionary Genetic Algorithms for Solving Dynamic Constraint Satisfaction Problems.

Hisashi Handa, Osamu Katai, Tadataka Konishi, Mitsuru Baba

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999

1997

Coevolutionary Genetic Algorithm with Effective Exploration and Exploitation of Useful Schemata.

Hisashi Handa, Norio Baba, Osamu Katai, Tetsuo Sawaragi

Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

1995

Utilization of neural network for constructing a user friendly decision support system to deal stocks.

Norio Baba, Hisashi Handa

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Utilization of hierarchical structure stochastic automata for the back propagation method with momentum.

Norio Baba, Hisashi Handa

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995