Olufemi A. Omitaomu

49 papers A* 1Misc 3Journal 24Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Anomaly Detection in Electronic Health Records Across Hospital Networks: Integrating Machine Learning With Graph Algorithms. IEEE J. Biomed. Health Informatics 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
2025	J	`jnl`	Towards the Autonomous Optimization of Urban Logistics: Training Generative AI with Scientific Tools via Agentic Digital Twins and Model Context Protocol. CoRR Haowen Xu, Yulin Sun, Jose Tupayachi, Olufemi A. Omitaomu, Sisi Zlatanova, Xueping Li
2024	—	`conf`	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 Haowen Xu, Xueping Li, Jose Tupayachi, Jianming (Jamie) Lian, Olufemi A. Omitaomu
2024	J	`jnl`	EHR-BERT: A BERT-based model for effective anomaly detection in electronic health records. J. Biomed. Informatics Haoran Niu, Olufemi A. Omitaomu, Michael A. Langston, Mohammed M. Olama, Özgür Özmen, Hilda B. Klasky, Angela Laurio, Merry Ward, Jonathan R. Nebeker
2024	J	`jnl`	Empowering Cognitive Digital Twins with Generative Foundation Models: Developing a Low-Carbon Integrated Freight Transportation System. CoRR Xueping Li, Haowen Xu, Jose Tupayachi, Olufemi A. Omitaomu, Xudong Wang
2024	J	`jnl`	Establishing Nationwide Power System Vulnerability Index across US Counties Using Interpretable Machine Learning. CoRR Junwei Ma, Bo Li, Olufemi A. Omitaomu, Ali Mostafavi
2024	—	`ed.`	Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI, UrbanAI 2024, Atlanta, GA, USA, 29 October 2024 - 1 November 2024 UrbanAI@SIGSPATIAL Olufemi A. Omitaomu, Ali Mostafavi, Sukanya Randhawa, Haoran Niu
2024	J	`jnl`	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 Jose Tupayachi, Haowen Xu, Olufemi A. Omitaomu, Mustafa Can Camur, Aliza Sharmin, Xueping Li
2024	J	`jnl`	Urban-AI 2024 Workshop Report: The 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI (Urban-AI 2024). ACM SIGSPATIAL Special Olufemi A. Omitaomu, Ali Mostafavi, Sukanya Randhawa, Haoran Niu
2023	Misc	`conf`	A General Framework for Human-in-the-Loop Cognitive Digital Twins. WSC Parisa Niloofar, Sanja Lazarova-Molnar, Olufemi A. Omitaomu, Haowen Xu, Xueping Li
2023	Misc	`conf`	Multi-Agent Simulation Based Framework for Power Restoration Time Estimation at Distribution Level. WSC Yang Chen, Olufemi A. Omitaomu, Nicholas Roberts, Bandana Kar
2023	—	`conf`	Spatiotemporal Variability of Electric System Reliability Metrics. UrbanAI@SIGSPATIAL Nagendra Singh, Olufemi A. Omitaomu
2023	—	`conf`	Towards a Comparative Assessment of Data-Driven Process Models in Health Information Technology. ICHI Hilda B. Klasky, Özgür Özmen, Olufemi A. Omitaomu, Mohammed M. Olama, Merry Ward, Angela Laurio, Jonathan R. Nebeker
2022	—	`conf`	A Systematic Review of Healthcare Information Technology Anomaly Classification. ICHI 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
2022	—	`conf`	A geo-visual analysis for exploring the socioeconomic benefits of the heating electrification using geothermal energy. ARIC@SIGSPATIAL Haowen Xu, Xiaobing Liu, Jianming (Jamie) Lian, Yanfei Li, Mini Malhotra, Olufemi A. Omitaomu
2022	J	`jnl`	ARIC 2022 Workshop Report: The 5 ACM SIGSPATIAL Special Bandana Kar, Shima Mohebbi, Guangtao Fu, Xinyue Ye, Olufemi A. Omitaomu
2022	J	`jnl`	Detecting anomalous sequences in electronic health records using higher-order tensor networks. J. Biomed. Informatics 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
2022	—	`ed.`	Proceedings of the 5th ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, ARIC 2022, Seattle, Washington, 1 November 2022 ARIC@SIGSPATIAL Bandana Kar, Shima Mohebbi, Guangtao Fu, Xinyue Ye, Olufemi A. Omitaomu
2022	—	`conf`	Use of Event-Time Embeddings via RNN to Discern Novel Event Sequences in EHRs. ICHI 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
2021	J	`jnl`	A new methodological framework for hazard detection models in health information technology systems. J. Biomed. Informatics 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
2021	J	`jnl`	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 Bandana Kar, Shima Mohebbi, Guangtao Fu, Xinyue Ye, Olufemi A. Omitaomu
2021	—	`ed.`	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 ARIC@SIGSPATIAL Bandana Kar, Guangtao Fu, Shima Mohebbi, Xinyue Ye, Olufemi A. Omitaomu
2020	J	`jnl`	A Geospatial Framework Using Multicriteria Decision Analysis for Strategic Placement of Reserve Generators in Puerto Rico. IEEE Trans. Engineering Management Susan M. Kotikot, Bandana Kar, Olufemi A. Omitaomu
2020	—	`conf`	Adaptive Anomaly Detection for Dynamic Clinical Event Sequences. IEEE BigData Haoran Niu, Olufemi A. Omitaomu, Qing Charles 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
2019	J	`jnl`	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 Bandana Kar, Olufemi A. Omitaomu, Xinyue Ye, Shima Mohebbi, Guangtao Fu
2019	—	`ed.`	Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances on Resilient and Intelligent Cities, ARIC@SIGSPATIAL 2019, Chicago, IL, USA, November 5, 2019 ARIC@SIGSPATIAL Bandana Kar, Olufemi A. Omitaomu, Xinyue Ye, Shima Mohebbi, Guangtao Fu
2019	—	`conf`	Topic Modeling to Discern Irregular Order Patterns in Unlabeled Electronic Health Records. BHI 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
2018	—	`ed.`	Proceedings of the 1st ACM SIGSPATIAL Workshop on Advances on Resilient and Intelligent Cities, ARIC@SIGSPATIAL 2018, Seattle, WA, USA, November 6, 2018 SIGSPATIAL Bandana Kar, Olufemi A. Omitaomu, Shima Mohebbi, Guangtao Fu
2017	Misc	`conf`	An agent based model for joint placement of PV panels and green roofs. WSC Xueping Li, Mohammad Ramshani, Anahita Khojandi, Olufemi A. Omitaomu, Jon Michael Hathaway
2017	J	`jnl`	Using geographic information science to evaluate legal restrictions on freight transportation routing in disruptive scenarios. Int. J. Crit. Infrastructure Prot. Marc R. Fialkoff, Olufemi A. Omitaomu, Steven K. Peterson, Mark A. Tuttle
2016	—	`conf`	Large-scale solar panel mapping from aerial images using deep convolutional networks. IEEE BigData Jiangye Yuan, Hsiu-Han Lexie Yang, Olufemi A. Omitaomu, Budhendra L. Bhaduri
2014	J	`jnl`	Drought risk modelling for thermoelectric power plants siting using an excess over threshold approach. Int. J. Syst. Syst. Eng. Behailu B. Bekera, Royce A. Francis, Olufemi A. Omitaomu
2014	A*	`conf`	Metric Ranking of Invariant Networks with Belief Propagation. ICDM Changxia Tao, Yong Ge, Qinbao Song, Yuan Ge, Olufemi A. Omitaomu
2013	—	`ch.`	Data Analysis for Real- Time Identification of Grid Disruptions. Computational Intelligent Data Analysis for Sustainable Development Varun Chandola, Olufemi A. Omitaomu, Steven J. Fernandez
2013	—	`ch.`	Towards a Characterization and Systematic Evaluation Framework for Theories and Models of Human, Social, Behavioral, and Cultural Processes within Agent-Based Models. Managing Complexity 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
2011	J	`jnl`	Online Support Vector Regression With Varying Parameters for Time-Dependent Data. IEEE Trans. Syst. Man Cybern. Part A Olufemi A. Omitaomu, Myong Kee Jeong, Adedeji B. Badiru
2011	J	`jnl`	Weighted dynamic time warping for time series classification. Pattern Recognit. Young-Seon Jeong, Myong Kee Jeong, Olufemi A. Omitaomu
2010	—	`conf`	Construction of Synthetic Populations with Key Attributes: Simulation Set-Up While Accommodating Multiple Approaches within a Flexible Simulation Platform. SocialCom/PASSAT Steven J. Fernandez, Amy N. Rose, Edward A. Bright, Justin M. Beaver, Christopher T. Symons, Olufemi A. Omitaomu, Cathy Jiao
2010	—	`ed.`	Knowledge Discovery from Sensor Data, Second International Workshop, Sensor-KDD 2008, Las Vegas, NV, USA, August 24-27, 2008, Revised Selected Papers KDD Workshop on Knowledge Discovery from Sensor Data Mohamed Medhat Gaber, Ranga Raju Vatsavai, Olufemi A. Omitaomu, João Gama, Nitesh V. Chawla, Auroop R. Ganguly
2010	J	`jnl`	Knowledge discovery from sensor data (SensorKDD). SIGKDD Explor. Varun Chandola, Olufemi A. Omitaomu, Auroop R. Ganguly, Ranga Raju Vatsavai, Nitesh V. Chawla, João Gama, Mohamed Medhat Gaber
2009	J	`jnl`	Anomaly Detection in Radiation Sensor Data With Application to Transportation Security. IEEE Trans. Intell. Transp. Syst. Olufemi A. Omitaomu, Auroop R. Ganguly, Bruce W. Patton, Vladimir A. Protopopescu
2009	J	`jnl`	Knowledge discovery from data streams. Intell. Data Anal. João Gama, Auroop R. Ganguly, Olufemi A. Omitaomu, Ranga Raju Vatsavai, Mohamed Medhat Gaber
2009	J	`jnl`	Knowledge discovery from sensor data (SensorKDD). SIGKDD Explor. Olufemi A. Omitaomu, Ranga Raju Vatsavai, Auroop R. Ganguly, Nitesh V. Chawla, João Gama, Mohamed Medhat Gaber
2009	—	`ed.`	Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data, Paris, France, June 28, 2009 KDD Workshop on Knowledge Discovery from Sensor Data Olufemi A. Omitaomu, Auroop R. Ganguly, João Gama, Ranga Raju Vatsavai, Nitesh V. Chawla, Mohamed Medhat Gaber
2009	—	`conf`	Visualization and Classification of Power System Frequency Data Streams. ICDM Workshops Jason N. Bank, Olufemi A. Omitaomu, Steven J. Fernandez, Yilu Liu
2008	J	`jnl`	Data mining approaches for modeling complex electronic circuit design activities. Comput. Ind. Eng. Yongjin Kwon, Olufemi A. Omitaomu, Gi-Nam Wang
2008	—	`conf`	Incremental Anomaly Detection Approach for Characterizing Unusual Profiles. KDD Workshop on Knowledge Discovery from Sensor Data Yi Fang, Olufemi A. Omitaomu, Auroop R. Ganguly
2008	J	`jnl`	Knowledge discovery from sensor data (SensorKDD). SIGKDD Explor. Ranga Raju Vatsavai, Olufemi A. Omitaomu, João Gama, Nitesh V. Chawla, Mohamed Medhat Gaber, Auroop R. Ganguly
2007	J	`jnl`	Online Support Vector Regression Approach for the Monitoring of Motor Shaft Misalignment and Feedwater Flow Rate. IEEE Trans. Syst. Man Cybern. Part C Olufemi A. Omitaomu, Myong Kee Jeong, Adedeji B. Badiru, J. Wesley Hines