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ORCIDOmar A. Ibrahim
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2020 – today
- 2024
[c16]Omar A. Ibrahim, Jianxi Wang, Marek Z. Reformat, Petr Musilek, James C. Bezdek:
Generalized Deep Embedded Fuzzy C-Means for Clustering High-Dimensional Data. FUZZ 2024: 1-8- [c15]Daphne Zou, Omar A. Ibrahim, James M. Keller:
Fuzzy-Enhanced Analysis of Streaming Clustering: Exploring Drift and Growth of Clusters. FUZZ 2024: 1-8 - 2023
- [c14]Omar A. Ibrahim, Marek Z. Reformat, Petr Musilek:
Incremental Cluster Validity Index for Predicting Early Signs of Change in Data Streams. FUZZ 2023: 1-7 - [c13]Omar A. Ibrahim, Muskan Garg, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Jennifer St Sauver, Sunghwan Sohn:
Dementia Prediction in Older Adults Using Sex-Specific Health Trajectory Clustering. MedInfo 2023: 850-854 - 2022
- [j3]Sunyang Fu, Maria Vassilaki, Omar A. Ibrahim, Ronald C. Petersen, Sandeep R. Pagali
, Jennifer St Sauver, Sungrim Moon, Liwei Wang, Jungwei Fan, Hongfang Liu, Sunghwan Sohn:
Quality assessment of functional status documentation in EHRs across different healthcare institutions. Frontiers Digit. Health 4 (2022) - [c12]Sunyang Fu, Maria Vassilaki, Omar A. Ibrahim, Ronald C. Petersen, Jennifer St. Sauver, Liwei Wang, Jungwei Fan, Hongfang Liu, Sunghwan Sohn:
Quality Assessment of Functional Status Documentation in EHR Across Institutions. AMIA 2022 - [c11]Omar A. Ibrahim, Sunyang Fu, Maria Vassilaki, Michelle M. Mielke, Jennifer St Sauver, Ronald C. Petersen, Sunghwan Sohn:
Detection of Dementia Signals from Longitudinal Clinical Visits Using One-Class Classification. ICHI 2022: 211-216 - 2021
- [j2]Omar A. Ibrahim, James M. Keller, James C. Bezdek:
Evaluating Evolving Structure in Streaming Data With Modified Dunn's Indices. IEEE Trans. Emerg. Top. Comput. Intell. 5(2): 262-273 (2021) - [c10]Omar A. Ibrahim, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Michelle M. Mielke, Jennifer St Sauver, Sunghwan Sohn:
Early Alert of Elderly Cognitive Impairment using Temporal Streaming Clustering. BIBM 2021: 905-912 - [c9]Sunyang Fu, Omar A. Ibrahim, Yanshan Wang, Maria Vassilaki, Ronald C. Petersen, Michelle M. Mielke, Jennifer St Sauver, Sunghwan Sohn:
Prediction of Incident Dementia Using Patient Temporal Health Status. MedInfo 2021: 757-761 - 2020
- [c8]Omar A. Ibrahim, James Keller, James C. Bezdek, Mihail Popescu:
Experiments with Maximin Sampling. FUZZ-IEEE 2020: 1-7
2010 – 2019
- 2019
- [c7]Omar A. Ibrahim, James Keller, Mihail Popescu:
An Unsupervised Framework for Detecting Early Signs of Illness in Eldercare. BIBM 2019: 1043-1050 - [c6]Omar A. Ibrahim, James M. Keller, Mihail Popescu:
A New Incremental Cluster Validity Index for Streaming Clustering Analysis. FUZZ-IEEE 2019: 1-8 - 2018
- [j1]Omar A. Ibrahim, Yiqing Wang, James M. Keller:
Analysis of Incremental Cluster Validity for Big Data Applications. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 26(Supplement-2): 47-62 (2018) - [c5]Omar A. Ibrahim, James M. Keller, James C. Bezdek:
Analysis of Streaming Clustering Using an Incremental Validity Index. FUZZ-IEEE 2018: 1-8 - [c4]Omar A. Ibrahim, Yizhuo Du, James Keller:
Robust On-Line Streaming Clustering. IPMU (1) 2018: 467-478 - 2017
- [c3]Omar A. Ibrahim, Mihail Popescu, James Keller:
Unsupervised Analysis of Activity Patterns in Eldercare Monitoring. AMIA 2017 - [c2]Omar A. Ibrahim, James Keller, Mihail Popescu:
Context preserving representation of daily activities in elder care. BIBM 2017: 547-551 - 2016
- [c1]Omar A. Ibrahim, Jingyi Shao, James M. Keller, Mihail Popescu:
A temporal analysis system for early detection of health changes. FUZZ-IEEE 2016: 186-193
Coauthor Index
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