Haihua Chen
University of North Texas
Information Science
(940) 220-0057
Email:

Education

PhD, University of North Texas, 2022.
Major: Information Science
Dissertation Title: Data Quality Evaluation and Improvement for Machine Learning

Teaching

Teaching Experience

University of North Texas
DTSC 5502, Principles and Techniques for Data Science, 1 course.
INFO 4206, Information Retrieval Systems, 1 course.
INFO 5502, Principles and Techniques for Data Science, 2 courses.
INFO 5506, Artificial Intelligence in Health, 1 course.
INFO 5731, Computational Methods for Information Systems, 12 courses.
INFO 5810, Data Analysis and Knowledge Discovery, 7 courses.
INFO 6900, Special Problems, 2 courses.

Research

Published Intellectual Contributions

Conference Proceeding
Nguyen, H., Chen, H., Maganti, R., Hossain, T., Ding, J. Identifying High-quality Informative Comments for Software Review Summarization. IEEE AITest.
Qin, C., Y. Y., Chen, H., Ding, J. (2021). A Comparison Study of Machine Learning and Deep Learning for Legal Contract Understanding. JURISIN 2021: 15 Intl. Workshop on Juris-informatics.
Chen, J., Chen, H., Tang, M. (2020). An Ontology-based Semantic Information Retrieval System. IEEE.
Chen, J., Chen, H., Tang, M. (2020). Smart bookshelf for library book management. Proceedings of the Association for Information Science and Technology, 2020..
Chen, H., Cao, G., Chen, J., Ding, J. (2019). A Practical Framework for Evaluating the Quality of Knowledge Graph. Knowledge Graph and Semantic Computing: Knowledge Computing and Language Understanding. 12. Singapore: Springer.
Journal Article
Wang, Z., Peng, S., Chen, J., Zhang, X., Chen, H. (2023). ICAD-MI: Interdisciplinary concept association discovery from the perspective of metaphor interpretation. Knowledge-Based Systems. 275, 110695. Elsevier BV. http://dx.doi.org/10.1016/j.knosys.2023.110695
Tran, N., Chen, H., Bhuyen, J., Ding, J. (2022). Data Curation and Quality Evaluation for Machine Learning-Based Cyber Intrusion Detection. IEEE Access. 10, 121900 - 121923. IEEE.
Chen, H., Pieptea, L., Ding, J. (2022). Construction and Evaluation of a High-Quality Corpus for Legal Intelligence Using Semiautomated Approaches. IEEE Transactions on Reliability. 71(2), 1-17. IEEE.
Chen, H., Wu, L., Chen, J., Lu, W., Ding, J. (2021). A comparative study of automated legal text classification using random forests and deep learning. Information Processing & Management. 59(2), . Elsevier.
Tran, N., Chen, H., Jiang, J., Bhuyan, J., Ding, J. (2021). Effect of Class Imbalance on the Performance of Machine Learning-based Network Intrusion Detection. International Journal of Performability Engineering. 17(9), . Totem.
Cartwright, A. D., Carey, C. D., Chen, H. (2021). Multi-tiered intensive supervision: A culturally-informed method of clinical supervision. Teaching and Supervision in Counseling. https://trace.tennessee.edu/tsc/
Chen, H., Chen, J., Ding, J. (2021). Data Evaluation and Enhancement for Quality Improvement of Machine Learning. IEEE Transactions on Reliability. 70(2), . IEEE.
Chen, J., Chen, H., Tang, M. (2020). An ontology-improved vector space model for semantic retrieval. The Electronic Library.
Chen, J., Lu, W., Chen, H. (2019). Result Diversification in Image Retrieval Based on Semantic Distance. Denton:.
Cui, J., Ma, Y., Zhang, J., Chen, H., Fang, R. (1996). Growth and characterization of diamond film on aluminum nitride. Materials Research Bulletin. 31(7), 781--785. Pergamon.

Presentations Given

Paper

Tran, N. (Author & Presenter), Chen, H. (Author), Cleveland, A. D. (Author), Joint Southern / South Central Chapter of the Medical Library Association Annual Meeting, Unveiling Key Research Themes in Disaster Informatics Amidst the Pandemic, Southern & South Central Chapters of the Medical Library Association, New Orleans, LA, United States of America. (2023 – ).

Cleveland, A. D. (Author & Presenter), Chen, H. (Author), Joint Southern/South Central Chapter of the Medical Library Association Annual Meeting, Dental informatics over time: A 20-years longitudinal bibliometric analysis, Southern & South Central Chapters of the Medical Library Association, New Orleans, LA, United States of America. (2023 – ).

Tran, N. (Author & Presenter), Cleveland, A. D. (Author & Presenter), Chen, H. (Author), Joint Southern/South Central Chapter of the Medical Library Association Annual Meeting, Exploring the Shift in Disaster Informatics Research 2016-2022, Southern & South Central Chapters of the Medical Library Association, New Orleans, LA, United States of America. (2023 – ).

Poster

Tran, N. (Author & Presenter), Cleveland, A. D. (Author), Chen, H. (Author), University Research Day, Analyzing the Evolution of the Disaster Informatics Literature From Pre-pandemic to Post-Pandemic, University of North Texas, Denton, TX, United States of America. (2023 – ).

Tran, N. (Author & Presenter), Cleveland, A. D. (Author), Chen, H. (Author), University Research Day, Exploring Emerging Themes and Topics in Disaster Informatics during the Pandemic Era, University of North Texas, Denton, TX, United States of America. (2023 – ).

Webinar

Cleveland, A. D. (Author & Presenter), Chen, H. (Author & Presenter), Katragadda, N. (Author), Tran, N. (Author & Presenter), Research Brown Bag, Informatics applications in multiple fields: A bibliometric analysis, UNT Department of Information Science, Online, United States of America. (2022 – ).

Contracts, Grants and Sponsored Research

Grant - Research
Ding, J. (Principal), Kinshuk, X. (Co-Principal), Fu, S. (Co-Principal), Ludi, S. A. (Co-Principal), Chen, H. (Co-Principal), Hossain, T. (Co-Principal), Xiao, T. (Co-Principal), Feng, Y. (Co-Principal), Cleveland, A. D. (Co-Principal), Smith, D. L. (Co-Principal), Mankins, N. (Co-Principal), Booker, D. D. (Co-Principal), Carrillo, D. (Co-Principal), "NSF Includes ARISE Alliance Membership," Sponsored by Arizona State University, Other, $64800 Funded. (January 16, 2024 – January 15, 2027).
Xiao, T. (Principal), Ding, J. (Co-Principal), Albert, M. V. (Supporting), Alam, Z. S. (Supporting), Hartmann, F. (Supporting), Wang, Y. (Supporting), Liang, L. (Supporting), Chen, H. (Supporting), Du, J. (Supporting), Azad, R. K. (Supporting), "NSF REU site: Beyond Language: Training to Create and Share Vector Embeddings across Application," Sponsored by NSF, Federal, $403547 Funded. (2023 – 2025).
Sponsored Research
Ding, J., Ludi, S. A., Fu, S., Kinshuk, K., Chen, H., "Developing a High-Quality Academic Environment for Broadening Participation of Hispanic Students in Computing," Sponsored by NSF, Federal, $499517 Funded. (November 1, 2022 – October 31, 2025).