Junae Kim - Concepedia

Author

Junae Kim

The University of Adelaide ORCID

Also Known As

Junae Kim, Kim, Junae

Publications

529

Citations

H-Index

Concepts

All Affiliations

The University of Adelaide Data61 Australian National University University of Wollongong Defence Science and Technology Group

About

Junae Kim is an author at The University of Adelaide specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	9	9	348
2	Computer Science	9	9	348
3	Data Science	7	7	307
4	Computer Engineering	2	2	41
5	Management	1	1	11

Junae Kim

Publications

461

Citations

H-Index

Page 1

	Year	Citations
Positive Semidefinite Metric Learning with Boosting Chunhua Shen, Junae Kim, Lei Wang, ArXiv.org	2009	80
Generalized Kernel-Based Visual Tracking Chunhua Shen, Junae Kim, Hanzi Wang IEEE Transactions on Circuits and Systems for Video Technology EngineeringMachine LearningImage Sequence AnalysisPlain Ms TrackerImage Analysis	2009	80
Positive semidefinite metric learning using boosting-like algorithms Chunhua Shen, Junae Kim, Lei Wang, Journal of Machine Learning Research Mathematical ProgrammingEngineeringMachine LearningTraditional Boosting AlgorithmsSemidefinite Programming	2012	76
Scalable Large-Margin Mahalanobis Distance Metric Learning Chunhua Shen, Junae Kim, Lei Wang IEEE Transactions on Neural Networks Geometric LearningSupport Vector MachineEngineeringMachine LearningData Science	2010	68
Efficient Dual Approach to Distance Metric Learning Chunhua Shen, Junae Kim, Fayao Liu, IEEE Transactions on Neural Networks and Learning Systems	2014	33
A scalable dual approach to semidefinite metric learning Chunhua Shen, Junae Kim, Lei Wang Mathematical ProgrammingEngineeringMachine LearningScalable Dual ApproachOther Sdp Problems	2011	26
Efficiently Learning a Distance Metric for Large Margin Nearest Neighbor Classification Kyoungup Park, Chunhua Shen, Zhihui Hao, Proceedings of the AAAI Conference on Artificial Intelligence EngineeringMachine LearningClassification MethodImage AnalysisData Science	2011	23
CybORG: An Autonomous Cyber Operations Research Gym Callum Baillie, Maxwell Standen, Jonathon Schwartz, arXiv (Cornell University) Artificial IntelligenceBlue TeamReward HackingEngineeringMachine Learning	2020	23
Deep hierarchical reinforcement agents for automated penetration testing Khuong Tran, Ashlesha Akella, Maxwell Standen, arXiv (Cornell University) Artificial IntelligenceAttack SimulationReward HackingEngineeringDeep Reinforcement Learning	2021	23
Cascaded Reinforcement Learning Agents for Large Action Spaces in Autonomous Penetration Testing Khuong Tran, Maxwell Standen, Junae Kim, Applied Sciences Artificial IntelligenceEngineeringMachine LearningLarge Action SpacesReinforcement Learning Agents	2022	18

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