• 1026 Citations
  • 14 h-Index
19982020

Research output per year

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Research Output

2020

Probing neural network comprehension of natural language arguments

Niven, T. & Kao, H. Y., 2020 Jan 1, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 4658-4664 7 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

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

4 Citations (Scopus)
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 Nov 1, In : Soft Computing. 23, 22, p. 11793-11799 7 p.

Research output: Contribution to journalArticle

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

7 Citations (Scopus)
2018

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

2017

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

1 Citation (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

5 Citations (Scopus)

Special issue on soft computing for knowledge management and web applications

Lee, C. S. & Kao, H. Y., 2017 Jan 1, In : Soft Computing. 21, 2, p. 281-282 2 p.

Research output: Contribution to journalEditorial

Topic suggestion by Bayesian network enhanced tag inference in community question answering

Tumenbayar, G. & Kao, H-Y., 2017 Mar 16, TAAI 2016 - 2016 Conference on Technologies and Applications of Artificial Intelligence, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 178-185 8 p. 7880110. (TAAI 2016 - 2016 Conference on Technologies and Applications of Artificial Intelligence, Proceedings).

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

1 Citation (Scopus)

Word co-occurrence augmented topic model in short text

Chen, G. B. & Kao, H. Y., 2017 Jan 1, In : Intelligent Data Analysis. 21, S1, p. S55-S70

Research output: Contribution to journalArticle

4 Citations (Scopus)
2016

AuDis: an automatic CRF-enhanced disease normalization in biomedical text

Lee, H. C., Hsu, Y. Y. & Kao, H. Y., 2016 Jan 1, In : Database : the journal of biological databases and curation. 2016

Research output: Contribution to journalArticle

6 Citations (Scopus)

Identification of item features in microblogging data

Huang, S. T., Li, P. S. & Kao, H-Y., 2016 Feb 12, TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc., p. 396-403 8 p. 7407082. (TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence).

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

2015

Curatable Named-Entity Recognition Using Semantic Relations

Hsu, Y. Y. & Kao, H-Y., 2015 Jul 1, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. 12, 4, p. 785-792 8 p., 6945344.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Edge types vs privacy in K-anonymization of shortest paths

Tsai, Y. C., Wang, S. L., Kao, H. Y. & Hong, T. P., 2015 Jun 1, In : Applied Soft Computing Journal. 31, p. 348-359 12 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Extending [k1, k2] anonymization of shortest paths for social networks

Tsai, Y. C., Wang, S. L., Hong, T. P. & Kao, H-Y., 2015 Jan 1, Multidisciplinary Social Networks Research - 2nd International Conference, MISNC 2015, Proceedings. Wang, K., Uesugi, S., Wang, L., Okuhara, K. & Ting, I-H. (eds.). Springer Verlag, p. 187-199 13 p. (Communications in Computer and Information Science; vol. 540).

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

GNormPlus: An Integrative Approach for Tagging Genes, Gene Families, and Protein Domains

Wei, C. H., Kao, H. Y. & Lu, Z., 2015 Jan 1, In : BioMed research international. 2015, 918710.

Research output: Contribution to journalArticle

71 Citations (Scopus)

LDA based semi-supervised learning from streaming short text

Chen, J. D. & Kao, H-Y., 2015 Dec 2, Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015. Pasi, G., Kwok, J., Zaiane, O., Gallinari, P., Gaussier, E. & Cao, L. (eds.). Institute of Electrical and Electronics Engineers Inc., 7344830. (Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015).

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

5 Citations (Scopus)

Re-organized topic modeling for micro-blogging data

Chen, G. B. & Kao, H. Y., 2015 Oct 7, Proceedings of the ASE BigData and SocialInformatics 2015, ASE BD and SI 2015. Association for Computing Machinery, a35. (ACM International Conference Proceeding Series; vol. 07-09-Ocobert-2015).

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

1 Citation (Scopus)

Text mining for translational bioinformatics

Dai, H. J., Wei, C. H., Kao, H. Y., Liu, R. L., Tsai, R. T. H. & Lu, Z., 2015 Jan 1, In : BioMed research international. 2015, 368264.

Research output: Contribution to journalEditorial

1 Citation (Scopus)
2014

[k1, k2]-anonymization of shortest paths

Tsai, Y. C., Wang, S. L., Hong, T. P. & Kao, H. Y., 2014 Dec 8, 12th International Conference on Advances in Mobile Computing and Multimedia, MoMM 2014. Tao, Y-H., Yang, H-C., Ting, I-H., Steinbauer, M., Khalil, I. & Anderst-Kotsis, G. (eds.). Association for Computing Machinery, Inc, p. 317-321 5 p. (12th International Conference on Advances in Mobile Computing and Multimedia, MoMM 2014).

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

Bipartite editing prediction in wikipedia

Chang, Y. J., Tsai, Y. C. & Kao, H-Y., 2014, In : Journal of Information Science and Engineering. 30, 3, p. 587-603 17 p.

Research output: Contribution to journalArticle

Competition component identification on twitter

Yang, C. H., Chen, J. D. & Kao, H-Y., 2014 Jan 1, Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA, Revised Selected Papers. Peng, W-C., Wang, H., Zhou, Z-H., Ho, T. B., Tseng, V. S., Chen, A. L. P. & Bailey, J. (eds.). Springer Verlag, p. 584-595 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8643).

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

Genealogical-based method for multiple ontology self-extension in MeSH

Guo, Y. W., Tang, Y. T. & Kao, H. Y., 2014 Jun, In : IEEE Transactions on Nanobioscience. 13, 2, p. 124-130 7 p., 6823764.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Gene name disambiguation usingmulti-scope species detection

Hsiao, J. C., Wei, C. H. & Kao, H-Y., 2014 Jan 1, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. 11, 1, p. 55-62 8 p., 6654152.

Research output: Contribution to journalArticle

1 Citation (Scopus)

IT2FS-based ontology with soft-computing mechanism for malware behavior analysis

Huang, H. D., Lee, C. S., Wang, M. H. & Kao, H-Y., 2014 Jan 1, In : Soft Computing. 18, 2, p. 267-284 18 p.

Research output: Contribution to journalArticle

15 Citations (Scopus)

Latent features based prediction on new users' tastes

Chen, M. C. & Kao, H-Y., 2014 Jan 1, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8443 LNAI, PART 1, p. 176-187 12 p.

Research output: Contribution to journalConference article

On anonymizing transactions with sensitive items

Wang, S. L., Tsai, Y. C., Kao, H-Y. & Hong, T. P., 2014 Nov 11, In : Applied Intelligence. 41, 4, p. 1043-1058 16 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)

Question difficulty evaluation by knowledge gap analysis in Question Answer communities

Lin, C. L., Chen, Y. L. & Kao, H. Y., 2014 Oct 10, ASONAM 2014 - Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. Ester, M., Xu, G., Wu, X. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 336-339 4 p. 6921606. (ASONAM 2014 - Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining).

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

7 Citations (Scopus)

User preference space partition and product filters for reverse top-k queries

Yang, Z. H. & Kao, H-Y., 2014 Mar 10, DSAA 2014 - Proceedings of the 2014 IEEE International Conference on Data Science and Advanced Analytics. Karypis, G., Cao, L., Wang, W. & King, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 498-504 7 p. 7058118. (DSAA 2014 - Proceedings of the 2014 IEEE International Conference on Data Science and Advanced Analytics).

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

Using hidden Markov models to predict DNA-binding proteins with sequence and structure information

Hsu, Y. Y., Chen, W. J., Chen, S-H. & Kao, H-Y., 2014 Jan 1, In : Soft Computing. 18, 12, p. 2365-2376 12 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)
2013

An adaptive page clustering based weighting method for information retrieval

Lin, Y. X. & Kao, H. Y., 2013 Jan 1, p. 199-204. 6 p.

Research output: Contribution to conferencePaper

An IT2FLS-based malware analysis mechanism: Malware analysis network in Taiwan (MIT)

Huang, H. D., Lee, C. S., Wang, M. H. & Kao, H-Y., 2013 Dec 1, Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013. p. 4652-4657 6 p. 6722547. (Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013).

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

1 Citation (Scopus)

Automatic domain-specific sentiment lexicon generation with label propagation

Tai, Y. J. & Kao, H. Y., 2013 Dec 1, Proceedings - 15th International Conference on Information Integration and Web-Based Applications and Services, iiWAS 2013. p. 53-62 10 p. (ACM International Conference Proceeding Series).

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

12 Citations (Scopus)

CoIN: A network analysis for document triage

Hsu, Y. Y. & Kao, H. Y., 2013 Dec 1, In : Database. 2013, bat076.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Fuzzy markup language for malware behavioral analysis

Huang, H. D., Acampora, G., Loia, V., Lee, C. S., Hagras, H., Wang, M. H., Kao, H-Y. & Chang, J. G., 2013, On the Power of Fuzzy Markup Language. Vol. 296. p. 113-132 20 p. (Studies in Fuzziness and Soft Computing; vol. 296).

Research output: Chapter in Book/Report/Conference proceedingChapter

5 Citations (Scopus)

Genealogical-based method for ontology self-extension in MeSH

Guo, Y. W. & Kao, H. Y., 2013 Dec 1, Proceedings - 2013 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2013. p. 428-433 6 p. 6732530. (Proceedings - 2013 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2013).

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

Introduction to the 23rd International Conference on Genome Informatics (GIW2012)

Chiang, J-H., Chang, T-H. & Kao, H-Y., 2013 Apr 10, In : Gene. 518, 1, 1 p.

Research output: Contribution to journalEditorial

Large-Scale Event Extraction from Literature with Multi-Level Gene Normalization

van Landeghem, S., Björne, J., Wei, C. H., Hakala, K., Pyysalo, S., Ananiadou, S., Kao, H. Y., Lu, Z., Salakoski, T., van de Peer, Y. & Ginter, F., 2013 Apr 17, In : PloS one. 8, 4, e55814.

Research output: Contribution to journalArticle

55 Citations (Scopus)

Location-aware time-series clustering on optimal sensor arrangement

Yang, Z. H. & Kao, H. Y., 2013 Apr 1, In : International Journal of Electrical Engineering. 20, 2, p. 65-71 7 p.

Research output: Contribution to journalArticle

Measuring semantic relatedness using wikipedia signed network

Yang, W. T. & Kao, H-Y., 2013 Jul, In : Journal of Information Science and Engineering. 29, 4, p. 615-630 16 p.

Research output: Contribution to journalArticle

PubTator: a web-based text mining tool for assisting biocuration.

Wei, C. H., Kao, H. Y. & Lu, Z., 2013 Jul, In : Unknown Journal. 41, Web Server issue, p. W518-522

Research output: Contribution to journalArticle

210 Citations (Scopus)

RSOL: A trust-based recommender system with an opinion leadership measurement for cold start users

Wang, J. Y. & Kao, H-Y., 2013 Dec 1, Information Retrieval Technology - 9th Asia Information Retrieval Societies Conference, AIRS 2013, Proceedings. p. 500-512 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8281 LNCS).

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

1 Citation (Scopus)

Shortest paths anonymization on weighted graphs

Wang, S. L., Tsai, Y. C., Kao, H. Y., Ting, I. H. & Hong, T. P., 2013 Feb 1, In : International Journal of Software Engineering and Knowledge Engineering. 23, 1, p. 65-79 15 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

TmVar: A text mining approach for extracting sequence variants in biomedical literature

Wei, C. H., Harris, B. R., Kao, H. Y. & Lu, Z., 2013 Jun 1, In : Bioinformatics. 29, 11, p. 1433-1439 7 p.

Research output: Contribution to journalArticle

81 Citations (Scopus)
1 Citation (Scopus)

Up or down? Click-through rate prediction from social intention for search advertising

Chen, Y. T. & Kao, H-Y., 2013 Dec 1, Proceedings - 15th International Conference on Information Integration and Web-Based Applications and Services, iiWAS 2013. p. 102-106 5 p. (ACM International Conference Proceeding Series).

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

Using a search engine-based mutually reinforcing approach to assess the semantic relatedness of biomedical terms

Hsu, Y. Y., Chen, H. Y. & Kao, H. Y., 2013 Nov 13, In : PloS one. 8, 11, e77868.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2 Citations (Scopus)
2012

Accelerating literature curation with text-mining tools: a case study of using PubTator to curate genes in PubMed abstracts.

Wei, C. H., Harris, B. R., Li, D., Berardini, T. Z., Huala, E., Kao, H. Y. & Lu, Z., 2012, In : Database : the journal of biological databases and curation. 2012, p. bas041

Research output: Contribution to journalArticle

43 Citations (Scopus)
1 Citation (Scopus)