2025
Role and Use of Race in AI/ML Models Related to Health.
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CoRR, April, 2025
Catalysts of Conversation: Examining Interaction Dynamics Between Topic Initiators and Commentors in Alzheimer's Disease Online Communities.
Proceedings of the ACM on Web Conference 2025, 2025
Using Large Language Model for Efficient Extraction of Treatment Discontinuation Information - A Study of Online Breast Cancer Community Posts.
Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025
2024
Improving Genetic Perturbation Response Prediction with an Enhanced Biological Knowledge Graph.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024
2023
Influence of publication on university ranking: Citation, collaboration, and level of interdisciplinary research.
J. Libr. Inf. Sci., September, 2023
Learning From Peers: A Survey of Perception and Utilization of Online Peer Support Among Informal Dementia Caregivers.
CoRR, 2023
Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics.
CoRR, 2023
2022
Dynamically adjusting case reporting policy to maximize privacy and public health utility in the face of a pandemic.
J. Am. Medical Informatics Assoc., 2022
"Rough Day ... Need a Hug": Learning Challenges and Experiences of the Alzheimer's Disease and Related Dementia Caregivers on Reddit.
Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022
2021
Dynamically Adjusting Case-Reporting Policy to Maximize Privacy and Utility in the Face of a Pandemic.
CoRR, 2021
Identifying Posts from Reddit Talking About ADRD Caring Experiences Using Machine Learning.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2019
Dynamic Thermal Rating of Overhead Transmission Lines Based on GRAPES Numerical Weather Forecast.
J. Inf. Process. Syst., 2019
Study on Thermal Load Capacity of Transmission Line Based on IEEE Standard.
J. Inf. Process. Syst., 2019
A systematic literature review of machine learning in online personal health data.
J. Am. Medical Informatics Assoc., 2019
Health and Kinship Matter: Learning About Direct-To-Consumer Genetic Testing User Experiences via Online Discussions.
CoRR, 2019
Patient Messaging Content Associated with Initiating Hormonal Therapy after a Breast Cancer Diagnosis.
Proceedings of the AMIA 2019, 2019
Why Patient Portal Messages Indicate Risk of Readmission for Patients with Ischemic Heart Disease.
Proceedings of the AMIA 2019, 2019
Biomedical Research Cohort Membership Disclosure on Social Media.
Proceedings of the AMIA 2019, 2019
2018
The therapy is making me sick: how online portal communications between breast cancer patients and physicians indicate medication discontinuation.
J. Am. Medical Informatics Assoc., 2018
It's all in the timing: calibrating temporal penalties for biomedical data sharing.
J. Am. Medical Informatics Assoc., 2018
Mining the Best Observational Window to Model Social Phenomena.
Proceedings of the 4th IEEE International Conference on Collaboration and Internet Computing, 2018
Learning When Communications Between Healthcare Providers Indicate Hormonal Therapy Medication Discontinuation.
Proceedings of the AMIA 2018, 2018
2017
The Power of the Patient Voice: Learning Indicators of Treatment Adherence From An Online Breast Cancer Forum.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017
Reciprocity and its Association with Treatment Adherence in an Online Breast Cancer Forum.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Talking About My Care: Detecting Mentions of Hormonal Therapy Adherence Behavior in an Online Breast Cancer Community.
Proceedings of the AMIA 2017, 2017
2016
#PrayForDad: Learning the Semantics Behind Why Social Media Users Disclose Health Information.
Proceedings of the Tenth International Conference on Web and Social Media, 2016
2015
Mining Twitter as a First Step toward Assessing the Adequacy of Gender Identification Terms on Intake Forms.
Proceedings of the AMIA 2015, 2015
2012
Exploring link, text and spatial-temporal data in social media
PhD thesis, 2012
Latent Community Topic Analysis: Integration of Community Discovery with Topic Modeling.
ACM Trans. Intell. Syst. Technol., 2012
RankCompete: Simultaneous ranking and clustering of information networks.
Neurocomputing, 2012
BlueFinder: estimate where a beach photo was taken.
Proceedings of the 21st World Wide Web Conference, 2012
2011
A general framework for efficient clustering of large datasets based on activity detection.
Stat. Anal. Data Min., 2011
Geographical topic discovery and comparison.
Proceedings of the 20th International Conference on World Wide Web, 2011
Diversified Trajectory Pattern Ranking in Geo-tagged Social Media.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
Kipnis-Shamir Attack on Unbalanced Oil-Vinegar Scheme.
Proceedings of the Information Security Practice and Experience, 2011
LPTA: A Probabilistic Model for Latent Periodic Topic Analysis.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
An Overview of Social Tagging and Applications.
Proceedings of the Social Network Data Analytics, 2011
2010
Survey on social tagging techniques.
SIGKDD Explor., 2010
LINKREC: a unified framework for link recommendation with user attributes and graph structure.
Proceedings of the 19th International Conference on World Wide Web, 2010
A Unified Framework for Link Recommendation Using Random Walks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2010
2009
GAD: General Activity Detection for Fast Clustering on Large Data.
Proceedings of the SIAM International Conference on Data Mining, 2009
CLHQS: Hierarchical Query Suggestion by Mining Clickthrough Log.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009
Exploring social tagging graph for web object classification.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009
RankClus: integrating clustering with ranking for heterogeneous information network analysis.
Proceedings of the EDBT 2009, 2009
Query Expansion Using External Evidence.
Proceedings of the Advances in Information Retrieval, 2009
2008
BibNetMiner: mining bibliographic information networks.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008
Sampling cube: a framework for statistical olap over sampling data.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008
2006
Cryptanalysis of the new TTS scheme in CHES 2004.
Int. J. Inf. Sec., 2006
2005
Dimension of the Linearization Equations of the Matsumoto-Imai Cryptosystems.
Proceedings of the Coding and Cryptography, International Workshop, 2005
Complexity Estimates for the F<sub>4</sub> Attack on the Perturbed Matsumoto-Imai Cryptosystem.
Proceedings of the Cryptography and Coding, 2005