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ORCIDOlufemi A. Omitaomu
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2020 – today
- 2025
[j19]Haoran Niu
, Olufemi A. Omitaomu, Michael A. Langston, Stephen K. Grady, Mohammed M. Olama, Özgür Özmen, Hilda B. Klasky, Angela Laurio, Merry Ward, Jonathan R. Nebeker:
Anomaly Detection in Electronic Health Records Across Hospital Networks: Integrating Machine Learning With Graph Algorithms. IEEE J. Biomed. Health Informatics 29(5): 3723-3735 (2025)- [i4]Haowen Xu, Yulin Sun, Jose Tupayachi, Olufemi A. Omitaomu, Sisi Zlatanova, Xueping Li:
Towards the Autonomous Optimization of Urban Logistics: Training Generative AI with Scientific Tools via Agentic Digital Twins and Model Context Protocol. CoRR abs/2506.13068 (2025) - 2024
- [j18]Haoran Niu, Olufemi A. Omitaomu, Michael A. Langston, Mohammed M. Olama, Özgür Özmen, Hilda B. Klasky, Angela Laurio, Merry Ward, Jonathan R. Nebeker:
EHR-BERT: A BERT-based model for effective anomaly detection in electronic health records. J. Biomed. Informatics 150: 104605 (2024) - [c16]Haowen Xu, Xueping Li, Jose Tupayachi, Jianming (Jamie) Lian, Olufemi A. Omitaomu:
Automating Bibliometric Analysis with Sentence Transformers and Retrieval-Augmented Generation (RAG): A Pilot Study in Semantic and Contextual Search for Customized Literature Characterization for High-Impact Urban Research. UrbanAI@SIGSPATIAL 2024: 43-49 - [e7]Olufemi A. Omitaomu, Ali Mostafavi, Sukanya Randhawa, Haoran Niu:
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI, UrbanAI 2024, Atlanta, GA, USA, 29 October 2024 - 1 November 2024. ACM 2024, ISBN 979-8-4007-1156-5 [contents] - [i3]Jose Tupayachi, Haowen Xu, Olufemi A. Omitaomu, Mustafa Can Camur, Aliza Sharmin, Xueping Li:
Towards Next-Generation Urban Decision Support Systems through AI-Powered Generation of Scientific Ontology using Large Language Models - A Case in Optimizing Intermodal Freight Transportation. CoRR abs/2405.19255 (2024) - [i2]Xueping Li, Haowen Xu, Jose Tupayachi, Olufemi A. Omitaomu, Xudong Wang:
Empowering Cognitive Digital Twins with Generative Foundation Models: Developing a Low-Carbon Integrated Freight Transportation System. CoRR abs/2410.18089 (2024) - [i1]Junwei Ma, Bo Li, Olufemi A. Omitaomu, Ali Mostafavi:
Establishing Nationwide Power System Vulnerability Index across US Counties Using Interpretable Machine Learning. CoRR abs/2410.19754 (2024) - 2023
- [c15]Hilda B. Klasky, Özgür Özmen, Olufemi A. Omitaomu, Mohammed M. Olama, Merry Ward, Angela Laurio, Jonathan R. Nebeker:
Towards a Comparative Assessment of Data-Driven Process Models in Health Information Technology. ICHI 2023: 338-343 - [c14]Nagendra Singh, Olufemi A. Omitaomu:
Spatiotemporal Variability of Electric System Reliability Metrics. UrbanAI@SIGSPATIAL 2023: 81-84 - [c13]Yang Chen, Olufemi A. Omitaomu, Nicholas Roberts, Bandana Kar:
Multi-Agent Simulation Based Framework for Power Restoration Time Estimation at Distribution Level. WSC 2023: 2849-2859 - [c12]Parisa Niloofar, Sanja Lazarova-Molnar, Olufemi A. Omitaomu, Haowen Xu, Xueping Li:
A General Framework for Human-in-the-Loop Cognitive Digital Twins. WSC 2023: 3202-3213 - 2022
- [j17]Haoran Niu, Olufemi A. Omitaomu, Michael A. Langston, Mohammed M. Olama, Özgür Özmen, Hilda B. Klasky, Angela Laurio, Brian C. Sauer, Merry Ward, Jonathan R. Nebeker:
Detecting anomalous sequences in electronic health records using higher-order tensor networks. J. Biomed. Informatics 135: 104219 (2022) - [j16]Bandana Kar, Shima Mohebbi, Guangtao Fu, Xinyue Ye, Olufemi A. Omitaomu:
ARIC 2022 Workshop Report: The 5th ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities Seattle, WA, USA November 1, 2022. ACM SIGSPATIAL Special 14(1): 8-11 (2022) - [c11]Haowen Xu, Xiaobing Liu, Jianming (Jamie) Lian, Yanfei Li, Mini Malhotra, Olufemi A. Omitaomu:
A geo-visual analysis for exploring the socioeconomic benefits of the heating electrification using geothermal energy. ARIC@SIGSPATIAL 2022: 11-15 - [c10]Laura Pullum, Olufemi A. Omitaomu, Mohammed M. Olama, Addi Thakur Malviya, Ozgur Ozmer, Hilda B. Klasky, P. Teja Kuruganti, Merry Ward, Jeanie M. Scott, Angela Laurio, Brian C. Sauer, Frank Drews, Jonathan R. Nebeker:
A Systematic Review of Healthcare Information Technology Anomaly Classification. ICHI 2022: 393-400 - [c9]Özgür Özmen, Hilda B. Klasky, Olufemi A. Omitaomu, Mohammed M. Olama, P. Teja Kuruganti, Laura Pullum, Addi Thakur Malviya, Merry Ward, Jeanie M. Scott, Angela Laurio, Brian C. Sauer, Frank Drews, Jonathan R. Nebeker:
Use of Event-Time Embeddings via RNN to Discern Novel Event Sequences in EHRs. ICHI 2022: 639-643 - [e6]Bandana Kar, Shima Mohebbi, Guangtao Fu, Xinyue Ye, Olufemi A. Omitaomu:
Proceedings of the 5th ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, ARIC 2022, Seattle, Washington, 1 November 2022. ACM 2022, ISBN 978-1-4503-9530-4 [contents] - 2021
- [j15]Olufemi A. Omitaomu, Hilda B. Klasky, Mohammed M. Olama, Özgür Özmen, Laura Pullum, Addi Thakur Malviya, P. Teja Kuruganti, Jeanie M. Scott, Angela Laurio, Frank Drews, Brian C. Sauer, Merry Ward, Jonathan R. Nebeker:
A new methodological framework for hazard detection models in health information technology systems. J. Biomed. Informatics 124: 103937 (2021) - [j14]Bandana Kar, Shima Mohebbi, Guangtao Fu, Xinyue Ye, Olufemi A. Omitaomu:
ARIC 2021 Workshop Report: The 4th ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities: Virtual, Online, USA - November 2, 2021. ACM SIGSPATIAL Special 13(3): 11-14 (2021) - [e5]Bandana Kar, Guangtao Fu, Shima Mohebbi, Xinyue Ye, Olufemi A. Omitaomu:
ARIC@SIGSPATIAL 2021: Proceedings of the 4th ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, Virtual Event / Beijing, China, 2 November 2021. ACM 2021, ISBN 978-1-4503-9116-0 [contents] - 2020
- [j13]Susan M. Kotikot, Bandana Kar, Olufemi A. Omitaomu:
A Geospatial Framework Using Multicriteria Decision Analysis for Strategic Placement of Reserve Generators in Puerto Rico. IEEE Trans. Engineering Management 67(3): 659-669 (2020) - [c8]Haoran Niu, Olufemi A. Omitaomu, Qing C. Cao, Mohammed M. Olama, Özgür Özmen, Hilda B. Klasky, Laura Pullum, Addi Thakur Malviya, P. Teja Kuruganti, Jeanie M. Scott, Angela Laurio, Frank Drews, Brian C. Sauer, Merry Ward, Jonathan R. Nebeker:
Adaptive Anomaly Detection for Dynamic Clinical Event Sequences. IEEE BigData 2020: 4919-4928
2010 – 2019
- 2019
- [j12]Bandana Kar, Olufemi A. Omitaomu, Xinyue Ye, Shima Mohebbi, Guangtao Fu:
ARIC 2019 workshop report: The 2nd ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities: Chicago, IL, USA November 5, 2019. ACM SIGSPATIAL Special 11(3): 18-19 (2019) - [c7]Özgür Özmen, Hilda B. Klasky, Olufemi A. Omitaomu, Mohammed M. Olama, P. Teja Kuruganti, Laura Pullum, Merry Ward, Jeanie M. Scott, Angela Laurio, Jonathan R. Nebeker:
Topic Modeling to Discern Irregular Order Patterns in Unlabeled Electronic Health Records. BHI 2019: 1-4 - [e4]Bandana Kar, Olufemi A. Omitaomu, Xinyue Ye, Shima Mohebbi, Guangtao Fu:
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances on Resilient and Intelligent Cities, ARIC@SIGSPATIAL 2019, Chicago, IL, USA, November 5, 2019. ACM 2019, ISBN 978-1-4503-6954-1 [contents] - 2018
- [e3]Bandana Kar, Olufemi A. Omitaomu, Shima Mohebbi, Guangtao Fu:
Proceedings of the 1st ACM SIGSPATIAL Workshop on Advances on Resilient and Intelligent Cities, ARIC@SIGSPATIAL 2018, Seattle, WA, USA, November 6, 2018. ACM 2018, ISBN 978-1-4503-6039-5 [contents] - 2017
- [j11]Marc R. Fialkoff, Olufemi A. Omitaomu, Steven K. Peterson, Mark A. Tuttle:
Using geographic information science to evaluate legal restrictions on freight transportation routing in disruptive scenarios. Int. J. Crit. Infrastructure Prot. 17: 60-74 (2017) - [c6]Xueping Li, Mohammad Ramshani, Anahita Khojandi, Olufemi A. Omitaomu, Jon Michael Hathaway:
An agent based model for joint placement of PV panels and green roofs. WSC 2017: 1133-1144 - 2016
- [c5]Jiangye Yuan, Hsiu-Han Lexie Yang, Olufemi A. Omitaomu, Budhendra L. Bhaduri:
Large-scale solar panel mapping from aerial images using deep convolutional networks. IEEE BigData 2016: 2703-2708 - 2014
- [j10]Behailu B. Bekera, Royce A. Francis, Olufemi A. Omitaomu:
Drought risk modelling for thermoelectric power plants siting using an excess over threshold approach. Int. J. Syst. Syst. Eng. 5(1): 25-44 (2014) - [c4]Changxia Tao, Yong Ge, Qinbao Song, Yuan Ge, Olufemi A. Omitaomu:
Metric Ranking of Invariant Networks with Belief Propagation. ICDM 2014: 1001-1006 - 2013
- [p1]Auroop R. Ganguly, Joseph Whitmeyer, Olufemi A. Omitaomu, Peter Brecke, Mirsad Hadzikadic, Paul Gilman, Moutaz Khouja, Steven J. Fernandez, Christopher N. Eichelberger, Thom McLean, Cathy Jiao, Erin Middleton, Ted Carmichael, Amar Saric, Min Sun:
Towards a Characterization and Systematic Evaluation Framework for Theories and Models of Human, Social, Behavioral, and Cultural Processes within Agent-Based Models. Managing Complexity 2013: 93-136 - 2011
- [j9]Young-Seon Jeong, Myong Kee Jeong, Olufemi A. Omitaomu:
Weighted dynamic time warping for time series classification. Pattern Recognit. 44(9): 2231-2240 (2011) - [j8]Olufemi A. Omitaomu, Myong Kee Jeong, Adedeji B. Badiru:
Online Support Vector Regression With Varying Parameters for Time-Dependent Data. IEEE Trans. Syst. Man Cybern. Part A 41(1): 191-197 (2011) - 2010
- [j7]Varun Chandola, Olufemi A. Omitaomu, Auroop R. Ganguly, Ranga Raju Vatsavai, Nitesh V. Chawla, João Gama, Mohamed Medhat Gaber:
Knowledge discovery from sensor data (SensorKDD). SIGKDD Explor. 12(2): 50-53 (2010) - [c3]Steven J. Fernandez, Amy N. Rose, Edward A. Bright, Justin M. Beaver, Christopher T. Symons, Olufemi A. Omitaomu, Cathy Jiao:
Construction of Synthetic Populations with Key Attributes: Simulation Set-Up While Accommodating Multiple Approaches within a Flexible Simulation Platform. SocialCom/PASSAT 2010: 701-706 - [e2]Mohamed Medhat Gaber, Ranga Raju Vatsavai, Olufemi A. Omitaomu, João Gama, Nitesh V. Chawla, Auroop R. Ganguly:
Knowledge Discovery from Sensor Data, Second International Workshop, Sensor-KDD 2008, Las Vegas, NV, USA, August 24-27, 2008, Revised Selected Papers. Lecture Notes in Computer Science 5840, Springer 2010, ISBN 978-3-642-12518-8 [contents]
2000 – 2009
- 2009
- [j6]João Gama, Auroop R. Ganguly, Olufemi A. Omitaomu, Ranga Raju Vatsavai, Mohamed Medhat Gaber:
Knowledge discovery from data streams. Intell. Data Anal. 13(3): 403-404 (2009) - [j5]Olufemi A. Omitaomu, Ranga Raju Vatsavai, Auroop R. Ganguly, Nitesh V. Chawla, João Gama, Mohamed Medhat Gaber:
Knowledge discovery from sensor data (SensorKDD). SIGKDD Explor. 11(2): 84-87 (2009) - [j4]Olufemi A. Omitaomu, Auroop R. Ganguly, Bruce W. Patton, Vladimir A. Protopopescu:
Anomaly Detection in Radiation Sensor Data With Application to Transportation Security. IEEE Trans. Intell. Transp. Syst. 10(2): 324-334 (2009) - [c2]Jason N. Bank, Olufemi A. Omitaomu, Steven J. Fernandez, Yilu Liu:
Visualization and Classification of Power System Frequency Data Streams. ICDM Workshops 2009: 650-655 - [e1]Olufemi A. Omitaomu, Auroop R. Ganguly, João Gama, Ranga Raju Vatsavai, Nitesh V. Chawla, Mohamed Medhat Gaber:
Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data, Paris, France, June 28, 2009. ACM 2009, ISBN 978-1-60558-668-7 [contents] - 2008
- [j3]Yongjin Kwon, Olufemi A. Omitaomu, Gi-Nam Wang:
Data mining approaches for modeling complex electronic circuit design activities. Comput. Ind. Eng. 54(2): 229-241 (2008) - [j2]Ranga Raju Vatsavai, Olufemi A. Omitaomu, João Gama, Nitesh V. Chawla, Mohamed Medhat Gaber, Auroop R. Ganguly:
Knowledge discovery from sensor data (SensorKDD). SIGKDD Explor. 10(2): 68-73 (2008) - [c1]Yi Fang, Olufemi A. Omitaomu, Auroop R. Ganguly:
Incremental Anomaly Detection Approach for Characterizing Unusual Profiles. KDD Workshop on Knowledge Discovery from Sensor Data 2008: 190-202 - 2007
- [j1]Olufemi A. Omitaomu, Myong Kee Jeong, Adedeji B. Badiru, J. Wesley Hines:
Online Support Vector Regression Approach for the Monitoring of Motor Shaft Misalignment and Feedwater Flow Rate. IEEE Trans. Syst. Man Cybern. Part C 37(5): 962-970 (2007)
Coauthor Index
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last updated on 2025-07-11 23:44 CEST by the dblp team
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