• 865 Citations
  • 13 h-Index
19982020
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Personal profile

Education

  • 2003 PhD, Electrical Engineering, National Taiwan University

Research Interests

  • Data Mining
  • Information Retrieval
  • Machine Learning

Experience

  • 2004/8~2011/7 Assistant Professor, Department of Computer Science and Information Engineering(CSIE), National Cheng Kung University
  • 2011/8~2014/7 Associate Professor, Department of Computer Science and Information Engineering(CSIE), National Cheng Kung University

Fingerprint Dive into the research topics where Hung-Yu Kao is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Websites Engineering & Materials Science
Genes Engineering & Materials Science
Data Mining Medicine & Life Sciences
Blogs Engineering & Materials Science
Proteins Engineering & Materials Science
Experiments Engineering & Materials Science
Ontology Engineering & Materials Science
PubMed Medicine & Life Sciences

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2004 2020

Research Output 1998 2019

C-3PO: Click-sequence-aware deeP neural network (DNN)-based Pop-uPs recOmmendation: I know you’ll click

Huang, T. T. H. D. & Kao, H-Y., 2019 Jan 1, (Accepted/In press) In : Soft Computing.

Research output: Contribution to journalArticle

Application programs
Recommendations
Neural Networks
Collaborative filtering
Recommender systems

R2-D2: ColoR-inspired Convolutional NeuRal Network (CNN)-based AndroiD Malware Detections

Huang, T. H. D. & Kao, H-Y., 2019 Jan 22, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2633-2642 10 p. 8622324. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Color
Neural networks
Color codes
Experiments
Convolution

Data-Driven and Deep Learning Methodology for Deceptive Advertising and Phone Scams Detection

Huang, T. H. D., Yu, C. M. & Kao, H-Y., 2018 May 9, Proceedings - 2017 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2017. Institute of Electrical and Electronics Engineers Inc., p. 166-171 6 p. (Proceedings - 2017 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Marketing
Smartphones
Application programs
Learning systems
Neural networks
1 Citation (Scopus)

CDRnN: A high performance chemical-disease recognizer in biomedical literature

Lee, H. C. & Kao, H-Y., 2017 Dec 15, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Yoo, I., Zheng, J. H., Gong, Y., Hu, X. T., Shyu, C-R., Bromberg, Y., Gao, J. & Korkin, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 374-379 6 p. (Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data Mining
Knowledge Bases
PubMed
Names
Biomedical Research
2 Citations (Scopus)

k- -anonymization of multiple shortest paths

Wang, S. L., Tsai, Y. C., Hong, T. P. & Kao, H-Y., 2017 Aug 1, In : Soft Computing. 21, 15, p. 4215-4226 12 p.

Research output: Contribution to journalArticle

Shortest path
Privacy
Path Length
Experiments
Path

Thesis

An enhanced CRF-based Method for Disease Named Entity Recognition and Normalization in Biomedical Literature

Author: 昕純, 李., 2016 Aug 11

Supervisor: Kao, H. (Supervisor)

Student thesis: Master's Thesis

Augmented Collaborative Filtering Recommendation with Implicit Negative Feedback

Author: 顥瀚, 許., 2017 Sep 12

Supervisor: Kao, H. (Supervisor)

Student thesis: Master's Thesis

Chinese Ancient Paragraph Matching By Topical Sentence Representation

Author: 修宏, 葉., 2018 Aug 2

Supervisor: Kao, H. (Supervisor)

Student thesis: Master's Thesis

Conditional Sequence Generative Adversarial Learning with Attention-Based Rewards

Author: 子健, 蔡., 2018 Jul 26

Supervisor: Kao, H. (Supervisor)

Student thesis: Master's Thesis

Context-aware Implicit Feedback Recommendation based on Repeat Consumption Behaviors

Author: 璨瑜, 楊., 2016 Aug 30

Supervisor: Kao, H. (Supervisor)

Student thesis: Master's Thesis