H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science H-index 55 Citations 13,852 98 World Ranking 2198 National Ranking 216

Overview

What is he best known for?

The fields of study he is best known for:

  • Operating system
  • Programming language
  • Software

The scientist’s investigation covers issues in Software bug, Data mining, Source code, Artificial intelligence and Software. His research integrates issues of Consistency, Software maintenance, Syntax and Public domain software in his study of Software bug. He studied Data mining and Data quality that intersect with Heuristics, Maintainability and Prediction algorithms.

His work deals with themes such as Outlier, Process, Natural language and Identification, which intersect with Source code. His Artificial intelligence research is multidisciplinary, incorporating perspectives in Machine learning, Semantics and Information retrieval. His Software study incorporates themes from Learning classifier system, Real-time computing, Exploit, Control flow and Debugging.

His most cited work include:

  • StarGAN: Unified Generative Adversarial Networks for Multi-domain Image-to-Image Translation (1418 citations)
  • Classifying Software Changes: Clean or Buggy? (454 citations)
  • Automatic patch generation learned from human-written patches (417 citations)

What are the main themes of his work throughout his whole career to date?

His primary areas of study are Software, Source code, Data mining, Artificial intelligence and Software bug. His Software study combines topics from a wide range of disciplines, such as Java, World Wide Web, Software engineering and Crash. His research in Source code intersects with topics in Database, KPI-driven code analysis, Static program analysis and Code generation, Code.

Sunghun Kim has included themes like Software regression and Software metric in his Data mining study. Sunghun Kim has researched Artificial intelligence in several fields, including Machine learning and Natural language processing. Sunghun Kim usually deals with Software bug and limits it to topics linked to Software maintenance and Software evolution.

He most often published in these fields:

  • Software (35.43%)
  • Source code (24.41%)
  • Data mining (22.05%)

What were the highlights of his more recent work (between 2016-2020)?

  • Artificial intelligence (20.47%)
  • Code (9.45%)
  • Source code (24.41%)

In recent papers he was focusing on the following fields of study:

His primary scientific interests are in Artificial intelligence, Code, Source code, Machine learning and Domain. His work on Deep learning, Semantics and Embedding as part of general Artificial intelligence study is frequently linked to Matching and Original meaning, bridging the gap between disciplines. The Source code study combines topics in areas such as Redundancy and Reservation.

His studies in Machine learning integrate themes in fields like Visualization, SIGNAL and Focus. The concepts of his Domain study are interwoven with issues in Image, Translation, Image translation, Facial expression and Robustness. Software metric is a subfield of Software that Sunghun Kim tackles.

Between 2016 and 2020, his most popular works were:

  • StarGAN: Unified Generative Adversarial Networks for Multi-domain Image-to-Image Translation (1418 citations)
  • Deep code search (190 citations)
  • Heterogeneous Defect Prediction (106 citations)

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Top Publications

StarGAN: Unified Generative Adversarial Networks for Multi-domain Image-to-Image Translation

Yunjey Choi;Minje Choi;Munyoung Kim;Jung-Woo Ha.
computer vision and pattern recognition (2018)

1542 Citations

Classifying Software Changes: Clean or Buggy?

Sunghun Kim;E.J. Whitehead;Yi Zhang.
IEEE Transactions on Software Engineering (2008)

633 Citations

Predicting Faults from Cached History

Sunghun Kim;T. Zimmermann;E.J. Whitehead;A. Zeller.
international conference on software engineering (2007)

611 Citations

Automatic patch generation learned from human-written patches

Dongsun Kim;Jaechang Nam;Jaewoo Song;Sunghun Kim.
international conference on software engineering (2013)

579 Citations

Improving bug triage with bug tossing graphs

Gaeul Jeong;Sunghun Kim;Thomas Zimmermann.
foundations of software engineering (2009)

538 Citations

Automatically patching errors in deployed software

Jeff H. Perkins;Sunghun Kim;Sam Larsen;Saman Amarasinghe.
symposium on operating systems principles (2009)

423 Citations

Transfer defect learning

Jaechang Nam;Sinno Jialin Pan;Sunghun Kim.
international conference on software engineering (2013)

412 Citations

Duplicate bug reports considered harmful … really?

N. Bettenburg;R. Premraj;T. Zimmermann;Sunghun Kim.
international conference on software maintenance (2008)

345 Citations

ReLink: recovering links between bugs and changes

Rongxin Wu;Hongyu Zhang;Sunghun Kim;Shing-Chi Cheung.
foundations of software engineering (2011)

338 Citations

Dealing with noise in defect prediction

Sunghun Kim;Hongyu Zhang;Rongxin Wu;Liang Gong.
international conference on software engineering (2011)

331 Citations

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking h-index is inferred from publications deemed to belong to the considered discipline.

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