Hisashi Handa

897 total citations
56 papers, 494 citations indexed

About

Hisashi Handa is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Computer Networks and Communications. According to data from OpenAlex, Hisashi Handa has authored 56 papers receiving a total of 494 indexed citations (citations by other indexed papers that have themselves been cited), including 41 papers in Artificial Intelligence, 10 papers in Computational Theory and Mathematics and 7 papers in Computer Networks and Communications. Recurrent topics in Hisashi Handa's work include Evolutionary Algorithms and Applications (28 papers), Metaheuristic Optimization Algorithms Research (22 papers) and Reinforcement Learning in Robotics (12 papers). Hisashi Handa is often cited by papers focused on Evolutionary Algorithms and Applications (28 papers), Metaheuristic Optimization Algorithms Research (22 papers) and Reinforcement Learning in Robotics (12 papers). Hisashi Handa collaborates with scholars based in Japan, United Kingdom and China. Hisashi Handa's co-authors include Lee Chapman, Xin Yao, Tomohiro Watanabe, Masatoshi Kudo, Ayana Okamoto, Satoru Hagiwara, Toshiharu Sakurai, Naoshi Nishida, Hiroshi Kashida and Mamoru Takenaka and has published in prestigious journals such as PLoS ONE, Gastrointestinal Endoscopy and Endoscopy.

In The Last Decade

Hisashi Handa

53 papers receiving 476 citations

Peers

Hisashi Handa
Ta Zhou China
Leonardo Bottaci United Kingdom
Jeroen Eggermont Netherlands
Anna Jerebko United States
Gareth Beddoe United Kingdom
Hisashi Handa
Citations per year, relative to Hisashi Handa Hisashi Handa (= 1×) peers Soniya Lalwani

Countries citing papers authored by Hisashi Handa

Since Specialization
Citations

This map shows the geographic impact of Hisashi Handa's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Hisashi Handa with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Hisashi Handa more than expected).

Fields of papers citing papers by Hisashi Handa

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Hisashi Handa. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Hisashi Handa. The network helps show where Hisashi Handa may publish in the future.

Co-authorship network of co-authors of Hisashi Handa

This figure shows the co-authorship network connecting the top 25 collaborators of Hisashi Handa. A scholar is included among the top collaborators of Hisashi Handa based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Hisashi Handa. Hisashi Handa is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Handa, Hisashi, et al.. (2023). QABot: Questions-and-Answer Application on Slack. 1274–1278.
2.
Hashimoto, Naomi, Takahiro Yamada, Mitsutaka Nemoto, et al.. (2022). Utility of U-Net for the objective segmentation of the fibroglandular tissue region on clinical digital mammograms. Biomedical Physics & Engineering Express. 8(4). 45016–45016. 1 indexed citations
3.
Komeda, Yoriaki, Hisashi Handa, Toshiharu Sakurai, et al.. (2021). Artificial intelligence-based endoscopic diagnosis of colorectal polyps using residual networks. PLoS ONE. 16(6). e0253585–e0253585. 8 indexed citations
4.
5.
Handa, Hisashi, et al.. (2019). Application of Evolutionary Multiobjective Optimization in L1-Regularization of CNN. 12. 2129–2135. 1 indexed citations
6.
Komeda, Yoriaki, Hisashi Handa, Tomohiro Watanabe, et al.. (2017). Computer-Aided Diagnosis Based on Convolutional Neural Network System for Colorectal Polyp Classification: Preliminary Experience. Oncology. 93(Suppl. 1). 30–34. 159 indexed citations
7.
Handa, Hisashi. (2011). Dimensionality reduction of scene and enemy information in Mario. 290. 1515–1520. 5 indexed citations
8.
Handa, Hisashi. (2010). Constitution of Ms.PacMan player with critical-situation learning mechanism. 2(3). 237–237. 6 indexed citations
9.
Baba, Norio, et al.. (2009). Environmental games made much more exciting by soft computing techniques. 2009 ICCAS-SICE. 4977–4980. 4 indexed citations
10.
Handa, Hisashi. (2009). EDA-RL. 405–412. 18 indexed citations
11.
Handa, Hisashi. (2008). Constitution of Ms.PacMan Player with Critical-Situation Learning Mechanism. Okayama University Scientific Achievement Repository (Okayama University). 2008(1). 48–53. 6 indexed citations
12.
Handa, Hisashi. (2006). The effectiveness of mutation operation in the case of Estimation of Distribution Algorithms. Biosystems. 87(2-3). 243–251. 13 indexed citations
13.
Handa, Hisashi. (2006). Fitness function for finding out robust solutions on time-varying functions. 1195–1200. 7 indexed citations
14.
Handa, Hisashi, et al.. (2002). An Incremental State-Space Construction Based on the Notion of Contradiction for Reinforcement Learning. Transactions of the Society of Instrument and Control Engineers. 38(5). 469–476. 10 indexed citations
16.
Handa, Hisashi, A. Ninomiya, T. Horiuchi, Toshiisa Konishi, & Mitsuru Baba. (2002). An incremental state-segmentation method for reinforcement learning using ART neural network. 4. 2732–2737. 1 indexed citations
17.
Handa, Hisashi, et al.. (2001). Fusion of Coevolutionary GA and machine learning techniques through effective schema extraction. Genetic and Evolutionary Computation Conference. 764–764. 2 indexed citations
18.
Handa, Hisashi, et al.. (1999). Proposal of a New Genetic Algorithm Utilizing a Mechanism of Co-Evolution. Transactions of the Society of Instrument and Control Engineers. 35(11). 1438–1446. 2 indexed citations
19.
Handa, Hisashi, et al.. (1999). Coevolutionary Genetic Algorithms for solving Dynamic Constraint Satisfaction Problems. Genetic and Evolutionary Computation Conference. 9(6). 252–257. 1 indexed citations
20.
Handa, Hisashi, Norio Baba, Osamu Katai, & Tetsuo Sawaragi. (1997). Coevolutionary Genetic Algorithm with Effective Exploration and Exploitation of Useful Schemata.. International Conference on Neural Information Processing. 424–427. 3 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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