Hsinchun Chen

Scholarly Works

Scholarly Works per year 1989 2003 2004 2005 2006 2007 2008 2009 2010 2011 2016 2023

• 273 Article
• 169 Conference contribution
• 47 Editorial
• 43 Paper
• 75 More
  • 27 Review article
  • 25 Conference article
  • 19 Chapter
  • 2 Comment/debate
  • 1 Letter
  • 1 Short survey

Scholarly Works per year

Scholarly Works per year

Search results

• Conference contribution

  HealthQA: A Chinese QA summary system for smart health

  Yin, Y., Zhang, Y., Liu, X., Zhang, Y., Xing, C. & Chen, H., 2014, Smart Health - International Conference, ICSH 2014, Proceedings. Springer-Verlag, p. 51-62 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8549 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Hierarchical clustering 100%
  • Medical problems 94%
  • Search engines 86%
  • Websites 73%
  • Information Quality 33%
  12 Scopus citations

• Health-related spammer detection on chinese social media

  Chen, X., Zhang, Y., Xu, J., Xing, C. & Chen, H., 2016, Smart Health - International Conference, ICSH 2015, Revised Selected Papers. Chen, H., Zeng, D. D., Zheng, X. & Leischow, S. J. (eds.). Springer-Verlag, p. 284-295 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9545).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Social Media 100%
  • Health 57%
  • Belief Networks 23%
  • Baseline 15%
  • Bayesian networks 14%

• Identification of extremist videos in online video sharing sites

  Tianjun, F., Huang, C. N. & Hsinchun, C., 2009, 2009 IEEE International Conference on Intelligence and Security Informatics, ISI 2009. p. 179-181 3 p. 5137295. (2009 IEEE International Conference on Intelligence and Security Informatics, ISI 2009).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Syntactics 100%
  • Support vector machines 78%
  • Feature extraction 75%
  • Communication 48%
  • Experiments 34%
  15 Scopus citations

• Identifying, Collecting, and Monitoring Personally Identifiable Information: From the Dark Web to the Surface Web

  Liu, Y., Lin, F. Y., Ahmad-Post, Z., Ebrahimi, M., Zhang, N., Hu, J. L., Xin, J., Li, W. & Chen, H., Nov 9 2020, Proceedings - 2020 IEEE International Conference on Intelligence and Security Informatics, ISI 2020. Institute of Electrical and Electronics Engineers Inc., 9280540. (Proceedings - 2020 IEEE International Conference on Intelligence and Security Informatics, ISI 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Monitoring 100%
  • Privacy 54%
  • Breach 33%
  • At-risk Populations 22%
  • Debit Cards 20%
  14 Scopus citations

• Identifying, collecting, and presenting hacker community data: Forums, IRC, carding shops, and DNMs

  Du, P. Y., Zhang, N., Ebrahimi, M., Samtani, S., Lazarine, B., Arnold, N., Dunn, R., Suntwal, S., Angeles, G., Schweitzer, R. & Chen, H., Dec 24 2018, 2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018. Lee, D., Mezzour, G., Kumaraguru, P. & Saxena, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 70-75 6 p. 8587327. (2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Carding 100%
  • hacker 81%
  • Internet 43%
  • Threat 31%
  • Online Communities 24%
  28 Scopus citations

• Identifying adverse drug events from health social media: A case study on heart disease discussion forums

  Liu, X., Liu, J. & Chen, H., 2014, Smart Health - International Conference, ICSH 2014, Proceedings. Springer-Verlag, p. 25-36 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8549 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Social Media 100%
  • Heart 59%
  • Health 57%
  • Drugs 56%
  • Drug interactions 21%
  24 Scopus citations

• Identifying and Categorizing Malicious Content on Paste Sites: A Neural Topic Modeling Approach

  Vahedi, T., Ampel, B., Samtani, S. & Chen, H., 2021, Proceedings - 2021 IEEE International Conference on Intelligence and Security Informatics, ISI 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings - 2021 IEEE International Conference on Intelligence and Security Informatics, ISI 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dirichlet 100%
  • Labels 62%
  • Modeling 43%
  • Information use 41%
  • Malware 40%
  1 Scopus citations

• Identifying devices across the IPv4 address space

  Jicha, R., Patton, M. W. & Chen, H., Nov 15 2016, IEEE International Conference on Intelligence and Security Informatics: Cybersecurity and Big Data, ISI 2016. Mao, W., Wang, G. A., Zhou, L. & Kaati, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 199-201 3 p. 7745469. (IEEE International Conference on Intelligence and Security Informatics: Cybersecurity and Big Data, ISI 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Internet 100%
  • Scanner 97%
  • World Wide Web 97%
  • Scanning 56%
  • Vulnerability 22%
  3 Scopus citations

• Identifying high-impact opioid products and key sellers in dark net marketplaces: An interpretable text analytics approach

  Du, P. Y., Ebrahimi, M., Zhang, N., Chen, H., Brown, R. A. & Samtani, S., Jul 2019, 2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019. Zheng, X., Abbasi, A., Chau, M., Wang, A. & Zhou, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 110-115 6 p. 8823196. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Law enforcement 100%
  • Seller 72%
  • Predictive analytics 59%
  • Text processing 55%
  • Public health 53%
  2 Scopus citations

• Identifying high quality carding services in underground economy using nonparametric supervised topic model

  Li, W., Yin, J. & Chen, H., 2016, 2016 International Conference on Information Systems, ICIS 2016. Association for Information Systems, (2016 International Conference on Information Systems, ICIS 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Crime 100%
  • Text mining 96%
  • Testbeds 81%
  • Security of data 78%
  2 Scopus citations

• Identifying language groups within multilingual cybercriminal forums

  Benjamin, V. & Chen, H., Nov 15 2016, IEEE International Conference on Intelligence and Security Informatics: Cybersecurity and Big Data, ISI 2016. Mao, W., Wang, G. A., Zhou, L. & Kaati, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 205-207 3 p. 7745471. (IEEE International Conference on Intelligence and Security Informatics: Cybersecurity and Big Data, ISI 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Language 100%
  • Language Model 48%
  • Computational Techniques 46%
  • Cybercrime 42%
  • Supply chains 40%
  4 Scopus citations

• Identifying mobile malware and key threat actors in online hacker forums for proactive cyber threat intelligence

  Grisham, J., Samtani, S., Patton, M. & Chen, H., Aug 8 2017, 2017 IEEE International Conference on Intelligence and Security Informatics: Security and Big Data, ISI 2017. Zhou, L., Wang, G. A., Xing, C., Luo, B., Zheng, X. & Zhang, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 13-18 6 p. 8004867. (2017 IEEE International Conference on Intelligence and Security Informatics: Security and Big Data, ISI 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Malware 100%
  • Threat 68%
  • Attack 22%
  • Recurrent Neural Networks 21%
  • Recurrent neural networks 18%
  39 Scopus citations

• Identifying SCADA vulnerabilities using passive and active vulnerability assessment techniques

  Samtani, S., Yu, S., Zhu, H., Patton, M. & Chen, H., Nov 15 2016, IEEE International Conference on Intelligence and Security Informatics: Cybersecurity and Big Data, ISI 2016. Mao, W., Wang, G. A., Zhou, L. & Kaati, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 25-30 6 p. 7745438. (IEEE International Conference on Intelligence and Security Informatics: Cybersecurity and Big Data, ISI 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Vulnerability Assessment 100%
  • SCADA systems 77%
  • Vulnerability 57%
  • Data acquisition 53%
  • Critical infrastructures 30%
  45 Scopus citations

• Identifying the socio-spatial dynamics of terrorist attacks in the Middle East

  Li, Z., Sun, D., Chen, H. & Huang, S. Y., Nov 15 2016, IEEE International Conference on Intelligence and Security Informatics: Cybersecurity and Big Data, ISI 2016. Mao, W., Wang, G. A., Zhou, L. & Kaati, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 175-180 6 p. 7745463. (IEEE International Conference on Intelligence and Security Informatics: Cybersecurity and Big Data, ISI 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Terrorist Attack 100%
  • Middle East 73%
  • Information science 36%
  • Terrorism 35%
  • Neural networks 32%
  6 Scopus citations

• Identifying top listers in Alphabay using Latent Dirichlet Allocation

  Grisham, J., Barreras, C., Afarin, C., Patton, M. & Chen, H., Nov 15 2016, IEEE International Conference on Intelligence and Security Informatics: Cybersecurity and Big Data, ISI 2016. Mao, W., Wang, G. A., Zhou, L. & Kaati, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 219 1 p. 7745477. (IEEE International Conference on Intelligence and Security Informatics: Cybersecurity and Big Data, ISI 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dirichlet 100%
  • Sales 70%
  • Goods 47%
  4 Scopus citations

• Identifying top sellers in underground economy using deep learning-based sentiment analysis

  Li, W. & Chen, H., Dec 4 2014, Proceedings - 2014 IEEE Joint Intelligence and Security Informatics Conference, JISIC 2014. Institute of Electrical and Electronics Engineers Inc., p. 64-67 4 p. 6975555. (Proceedings - 2014 IEEE Joint Intelligence and Security Informatics Conference, JISIC 2014).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sentiment analysis 100%
  • Malware 98%
  • Crime 80%
  • Deep learning 80%
  • Computer crime 36%
  55 Scopus citations

• Identifying vulnerabilities of consumer Internet of Things (IoT) devices: A scalable approach

  Williams, R., McMahon, E., Samtani, S., Patton, M. & Chen, H., Aug 8 2017, 2017 IEEE International Conference on Intelligence and Security Informatics: Security and Big Data, ISI 2017. Zhou, L., Wang, G. A., Xing, C., Luo, B., Zheng, X. & Zhang, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 179-181 3 p. 8004904. (2017 IEEE International Conference on Intelligence and Security Informatics: Security and Big Data, ISI 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Internet of Things 100%
  • Vulnerability 79%
  • Internet of things 72%
  • Privacy 31%
  • Vulnerability Assessment 27%
  71 Scopus citations

• Identifying Vulnerable GitHub Repositories and Users in Scientific Cyberinfrastructure: An Unsupervised Graph Embedding Approach

  Lazarine, B., Samtani, S., Patton, M., Zhu, H., Ullman, S., Ampel, B. & Chen, H., Nov 9 2020, Proceedings - 2020 IEEE International Conference on Intelligence and Security Informatics, ISI 2020. Institute of Electrical and Electronics Engineers Inc., 9280544. (Proceedings - 2020 IEEE International Conference on Intelligence and Security Informatics, ISI 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Repository 100%
  • Graph 85%
  • Embeddings (Algorithms) 72%
  • Vulnerability 66%
  • Monitoring 33%
  9 Scopus citations

• Identity matching based on probabilistic relational models

  Li, J., Wang, G. & Chen, H., 2006, Association for Information Systems - 12th Americas Conference On Information Systems, AMCIS 2006. p. 1457-1464 8 p. (Association for Information Systems - 12th Americas Conference On Information Systems, AMCIS 2006; vol. 3).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Crime 100%
  • Social Relations 32%
  • offense 23%
  • citizen 21%
  • management 17%

• IEDs in the dark web: Lexicon expansion and genre classification

  Chen, H., 2009, 2009 IEEE International Conference on Intelligence and Security Informatics, ISI 2009. p. 173-175 3 p. 5137293. (2009 IEEE International Conference on Intelligence and Security Informatics, ISI 2009).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Websites 100%
  • Communication 14%
  • Experiments 10%
  13 Scopus citations

• Incorporating geographical contacts into social network analysis for contact tracing in epidemiology: A study on Taiwan SARS data

  Chen, Y. D., Tseng, C., King, C. C., Wu, T. S. J. & Chen, H., 2007, Intelligence and Security Informatics: Biosurveillance - Second NSF Workshop, BioSurveillance 2007, Proceedings. Springer-Verlag, p. 23-36 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4506 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Severe Acute Respiratory Syndrome 100%
  • Social Network Analysis 99%
  • Taiwan 97%
  • Epidemiology 90%
  • Tracing 79%
  23 Scopus citations

• Incremental hacker forum exploit collection and classification for proactive cyber threat intelligence: An exploratory study

  Williams, R., Samtani, S., Patton, M. & Chen, H., Dec 24 2018, 2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018. Lee, D., Mezzour, G., Kumaraguru, P. & Saxena, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 94-99 6 p. 8587336. (2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • hacker 100%
  • Incremental 69%
  • Exploratory Study 66%
  • intelligence 61%
  • Threat 58%
  22 Scopus citations

• Inductive query by examples (IQBE): A machine learning approach

  Chen, H. & She, L., 1994, Proceedings of the Hawaii International Conference on System Sciences. Publ by IEEE, p. 428-437 10 p. (Proceedings of the Hawaii International Conference on System Sciences; vol. 3).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Information retrieval 100%
  • Machine learning 75%
  • Query processing 57%
  10 Scopus citations

• Intelligence and security informatics: Pacific Asia Workshop, PAISI 2015 Ho Chi Minh City, Vietnam, May 19, 2015 proceedings

  Chau, M., Wang, G. A. & Chen, H., 2015, Intelligence and Security Informatics - Pacific Asia Workshop, PAISI 2015, Proceedings. Chau, M., Wang, G. A. & Chen, H. (eds.). Springer-Verlag, (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9074).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Intelligence and security informatics: 11th Pacific Asia workshop, PAISI 2016 Auckland, New Zealand, April 19, 2016 proceedings

  Chau, M., Alan Wang, G. & Chen, H., 2016, Intelligence and Security Informatics - 11th Pacific Asia Workshop, PAISI 2016, Proceedings. Chau, M., Wang, G. A. & Chen, H. (eds.). Springer-Verlag, (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9650).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
  1 Scopus citations

• Interaction coherence analysis for dark web forums

  Fu, T., Abbasi, A. & Chen, H., 2007, ISI 2007: 2007 IEEE Intelligence and Security Informatics. p. 343-350 8 p. 4258721. (ISI 2007: 2007 IEEE Intelligence and Security Informatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Vector spaces 100%
  • Linguistics 91%
  • Experiments 34%
  3 Scopus citations

• Interactive internet search through automatic clustering: An empirical study

  Roussinov, D., Tolle, K., Ramsey, M. & Chen, H., Aug 1 1999, Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 1999. Association for Computing Machinery, Inc, p. 289-290 2 p. (Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 1999).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Search engines 100%
  • Internet 67%
  • Self organizing maps 36%
  • World Wide Web 32%
  • Feedback 20%
  4 Scopus citations

• Internet browsing: Visualizing category map by fisheye and fractal views

  Yang, C. C., Chen, H. & Hong, K., 2002, Proceedings - International Conference on Information Technology: Coding and Computing, ITCC 2002. Institute of Electrical and Electronics Engineers Inc., p. 34-39 6 p. 1000356. (Proceedings - International Conference on Information Technology: Coding and Computing, ITCC 2002).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Fractals 100%
  • Internet 65%
  • Self organizing maps 21%
  • User interfaces 16%
  • Visualization 14%
  12 Scopus citations

• Labeling Hacker Exploits for Proactive Cyber Threat Intelligence: A Deep Transfer Learning Approach

  Ampel, B., Samtani, S., Zhu, H., Ullman, S. & Chen, H., Nov 9 2020, Proceedings - 2020 IEEE International Conference on Intelligence and Security Informatics, ISI 2020. Institute of Electrical and Electronics Engineers Inc., 9280548. (Proceedings - 2020 IEEE International Conference on Intelligence and Security Informatics, ISI 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Transfer Learning 100%
  • Transfer learning 77%
  • Labeling 69%
  • Threat 48%
  • Vulnerability 29%
  11 Scopus citations

• Law enforcement officers' acceptance of advanced e-government technology: A survey study of COPLNK mobile

  Hu, P. J. H., Chen, H. & Hu, H. F., 2009, Proceedings of the 11th International Conference on Electronic Commerce, ICEC 2009. p. 160-168 9 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • e-government 100%
  • Law enforcement 86%
  • Crime 23%
  • Information technology 17%
  • Testing 9%

• Linking ontological resources using aggregatable substance identifiers to organize extracted relations

  Marshall, B., Su, H., McDonald, D. & Chen, H., 2005, Proceedings of the Pacific Symposium on Biocomputing 2005, PSB 2005. p. 162-173 12 p. (Proceedings of the Pacific Symposium on Biocomputing 2005, PSB 2005).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Linking 100%
  • Genes 89%
  • Resources 87%
  • Strings 78%
  • Ambiguity 77%
  4 Scopus citations

• Linking Personally Identifiable Information from the Dark Web to the Surface Web: A Deep Entity Resolution Approach

  Lin, F., Liu, Y., Ebrahimi, M., Ahmad-Post, Z., Hu, J. L., Xin, J., Samtani, S., Li, W. & Chen, H., Nov 2020, Proceedings - 20th IEEE International Conference on Data Mining Workshops, ICDMW 2020. Di Fatta, G., Sheng, V., Cuzzocrea, A., Zaniolo, C. & Wu, X. (eds.). IEEE Computer Society, p. 488-495 8 p. 9346504. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2020-November).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Risk assessment 100%
  • Deep learning 45%
  • Internet 34%
  3 Scopus citations

• Machine learning approach to document retrieval: An overview and an experiment

  Chen, H., 1994, Proceedings of the Hawaii International Conference on System Sciences. Nunamaker, J. F. & Sprague, R. H. J. (eds.). Publ by IEEE, p. 631-640 10 p. (Proceedings of the Hawaii International Conference on System Sciences; vol. 3).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Machine learning 100%
  • Genetic algorithms 96%
  • Neural networks 55%
  • Information retrieval systems 54%
  • Experiments 48%
  3 Scopus citations

• Machine learning for attack vector identification in malicious source code

  Benjamin, V. A. & Chen, H., 2013, IEEE ISI 2013 - 2013 IEEE International Conference on Intelligence and Security Informatics: Big Data, Emergent Threats, and Decision-Making in Security Informatics. p. 21-23 3 p. 6578779. (IEEE ISI 2013 - 2013 IEEE International Conference on Intelligence and Security Informatics: Big Data, Emergent Threats, and Decision-Making in Security Informatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Malware 100%
  • Machine learning 67%
  • Information technology 26%
  • Feature extraction 11%
  • Genetic algorithms 10%
  16 Scopus citations

• Mapping dark web geolocation

  Mielke, C. & Chen, H., 2008, Intelligence and Security Informatics - First European Conference, EuroISI 2008, Proceedings. p. 97-107 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5376 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Networking 100%
  • Artificial Intelligence 83%
  • Architecture 76%
  • Server 74%
  • Resources 65%
  1 Scopus citations

• Medical ontology-enhanced text processing for infectious disease informatics (extended abstract)

  Lu, H. M., Zeng, D. & Chen, H., 2007, ISI 2007: 2007 IEEE Intelligence and Security Informatics. p. 373 1 p. 4258732. (ISI 2007: 2007 IEEE Intelligence and Security Informatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
  1 Scopus citations

• MindMine comment analysis tool for collaborative attitude solicitation, analysis, sense-making and visualization

  Romano, N. C., Bauer, C., Chen, H. & Nunamaker, J. F., 2000, Proceedings of the Hawaii International Conference on System Sciences. p. 19 1 p. (Proceedings of the Hawaii International Conference on System Sciences).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Visualization 100%
  • Marketing 62%
  • Artificial intelligence 56%
  • Experiments 23%
  9 Scopus citations

• Motion sensor-based assessment on fall risk and Parkinson's disease severity: A deep multi-source multi-task learning (DMML) Approach

  Yu, S., Chen, H., Brown, R. & Sherman, S., Jul 24 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics, ICHI 2018. Institute of Electrical and Electronics Engineers Inc., p. 174-179 6 p. 8419360. (Proceedings - 2018 IEEE International Conference on Healthcare Informatics, ICHI 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multi-task learning 100%
  • Motion sensors 93%
  • Parkinson Disease 62%
  • Accidental Falls 59%
  • Learning 55%
  9 Scopus citations

• Multi-view Representation Learning from Malware to Defend Against Adversarial Variants

  Hu, J. L., Ebrahimi, M., Li, W., Li, X. & Chen, H., 2022, Proceedings - 22nd IEEE International Conference on Data Mining Workshops, ICDMW 2022. Candan, K. S., Dinh, T. N., Thai, M. T. & Washio, T. (eds.). IEEE Computer Society, p. 451-458 8 p. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2022-November).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Malware 100%
  • Detectors 26%
  • Deep learning 10%
  • Machine learning 4%
  • Experiments 2%

• NanoPort: An example for building knowledge portals for scientific domains

  Qin, J., Huang, Z., Zhou, Y., Chau, M., Tseng, C., Yip, A., Ng, T. G., Guo, F., Chen, Z. K. & Chen, H., 2003, Proceedings - 2003 Joint Conference on Digital Libraries, JCDL 2003. Delcambre, L., Henry, G. & Marshall, C. C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 387 1 p. 1204903. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries; vol. 2003-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Information retrieval 100%
  • Data mining 85%
  1 Scopus citations

• NATERGM: A model for examining the role of Nodal Attributes in dynamic social media networks

  Jiang, S. & Chen, H., Jun 22 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 1458-1459 2 p. 7498373. (2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Social Media 100%
  • Random Graphs 78%
  • Graph Model 77%
  • Attribute 53%
  • Dynamic Networks 47%
  2 Scopus citations

• Nuclear threat detection via the nuclear web and dark web: Framework and preliminary study

  Chen, H., 2008, Intelligence and Security Informatics - First European Conference, EuroISI 2008, Proceedings. p. 85-96 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5376 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Informatics 100%
  • Intelligence 85%
  • Nuclear physics 67%
  • Nuclear weapons 66%
  • Framework 48%
  2 Scopus citations

• Online query refinement on information retrieval systems: A process model of searcher/system interactions

  Chen, H. & Dhar, V., Dec 1 1989, Proceedings of the 13th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 1990. Vidick, J-L. (ed.). Association for Computing Machinery, Inc, p. 115-133 19 p. (Proceedings of the 13th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 1990).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Information retrieval systems 100%
  • Semantics 18%
  17 Scopus citations

• On the topology of the dark web of terrorist groups

  Xu, J., Chen, H., Zhou, Y. & Qin, J., 2006, Intelligence and Security Informatics - IEEE International Conference on Intelligence and Security Informatics, ISI 2006, Proceedings. Springer-Verlag, p. 367-376 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3975 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Websites 100%
  • Topology 82%
  • Small World 54%
  • Linkage 43%
  • Predict 36%
  12 Scopus citations

• Ontology-based automatic chief complaints classification for syndromic surveillance

  Lu, H. M., Zeng, D. & Chen, H., 2006, 2006 IEEE International Conference on Systems, Man and Cybernetics. Institute of Electrical and Electronics Engineers Inc., p. 1137-1142 6 p. 4274001. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Ontology 100%
  • Semantics 26%
  • Experiments 14%
  5 Scopus citations

• Optimal search-based gene selection for cancer prognosis

  Li, J. J., Su, H. & Chen, H., 2005, Association for Information Systems - 11th Americas Conference on Information Systems, AMCIS 2005: A Conference on a Human Scale. p. 2672-2679 8 p. (Association for Information Systems - 11th Americas Conference on Information Systems, AMCIS 2005: A Conference on a Human Scale; vol. 6).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Genes 100%
  • cancer 95%
  • tabu 36%
  • performance 9%
  • Tabu search 9%

• Partially supervised learning for radical opinion identification in hate group web forums

  Yang, M. & Chen, H., 2012, ISI 2012 - 2012 IEEE International Conference on Intelligence and Security Informatics: Cyberspace, Border, and Immigration Securities. p. 96-101 6 p. 6284099. (ISI 2012 - 2012 IEEE International Conference on Intelligence and Security Informatics: Cyberspace, Border, and Immigration Securities).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Supervised learning 100%
  • Labeling 92%
  • Labels 80%
  2 Scopus citations

• Performance modeling of hyperledger sawtooth blockchain

  Ampel, B., Patton, M. & Chen, H., Jul 2019, 2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019. Zheng, X., Abbasi, A., Chau, M., Wang, A. & Zhou, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 59-61 3 p. 8823238. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Blockchain 100%
  • Modeling 50%
  • Performance 32%
  • Benchmarking 29%
  59 Scopus citations

• Personalized spiders for web search and analysis

  Chau, M., Zeng, D. & Chen, H., 2001, Proceedings of the 1st ACM/IEEE-CS Joint Conference on Digital Libraries, JCDL 2001. Association for Computing Machinery, p. 79-87 9 p. (Proceedings of the ACM International Conference on Digital Libraries).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Self organizing maps 100%
  • Search engines 90%
  • World Wide Web 88%
  • Internet 60%
  • search engine 27%
  5 Scopus citations

• Personalized spiders for web search and analysis

  Chau, M., Zeng, D. & Chen, H., 2001, Proceedings of First ACM/IEEE-CS Joint Conference on Digital Libraries. p. 79-87 9 p. (Proceedings of First ACM/IEEE-CS Joint Conference on Digital Libraries).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Self organizing maps 100%
  • Search engines 90%
  • World Wide Web 88%
  • Internet 60%
  36 Scopus citations