Olufemi A. Omitaomu

According to our database, Olufemi A. Omitaomu authored at least 37 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

EHR-BERT: A BERT-based model for effective anomaly detection in electronic health records.

Haoran Niu, Olufemi A. Omitaomu, Michael A. Langston, Mohammed M. Olama, Özgür Özmen, Hilda B. Klasky, Angela Laurio, Merry Ward, Jonathan R. Nebeker

J. Biomed. Informatics, 2024

Establishing Nationwide Power System Vulnerability Index across US Counties Using Interpretable Machine Learning.

Junwei Ma, Bo Li, Olufemi A. Omitaomu, Ali Mostafavi

CoRR, 2024

Empowering Cognitive Digital Twins with Generative Foundation Models: Developing a Low-Carbon Integrated Freight Transportation System.

Xueping Li, Haowen Xu, Jose Tupayachi, Olufemi A. Omitaomu, Xudong Wang

CoRR, 2024

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.

Jose Tupayachi, Haowen Xu, Olufemi A. Omitaomu, Mustafa Can Camur, Aliza Sharmin, Xueping Li

CoRR, 2024

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.

Haowen Xu, Xueping Li, Jose Tupayachi, Jianming (Jamie) Lian, Olufemi A. Omitaomu

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI, 2024

2023

A General Framework for Human-in-the-Loop Cognitive Digital Twins.

Parisa Niloofar, Sanja Lazarova-Molnar, Olufemi A. Omitaomu, Haowen Xu, Xueping Li

Proceedings of the Winter Simulation Conference, 2023

Multi-Agent Simulation Based Framework for Power Restoration Time Estimation at Distribution Level.

Yang Chen, Olufemi A. Omitaomu, Nicholas Roberts, Bandana Kar

Proceedings of the Winter Simulation Conference, 2023

Spatiotemporal Variability of Electric System Reliability Metrics.

Nagendra Singh, Olufemi A. Omitaomu

Proceedings of the 1st ACM SIGSPATIAL International Workshop on Advances in Urban-AI, 2023

Towards a Comparative Assessment of Data-Driven Process Models in Health Information Technology.

Hilda B. Klasky, Özgür Özmen, Olufemi A. Omitaomu, Mohammed M. Olama, Merry Ward, Angela Laurio, Jonathan R. Nebeker

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2022

ARIC 2022 Workshop Report: The 5^th ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities Seattle, WA, USA November 1, 2022.

Bandana Kar, Shima Mohebbi, Guangtao Fu, Xinyue Ye, Olufemi A. Omitaomu

ACM SIGSPATIAL Special, November, 2022

Detecting anomalous sequences in electronic health records using higher-order tensor networks.

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

J. Biomed. Informatics, 2022

A Systematic Review of Healthcare Information Technology Anomaly Classification.

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

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Use of Event-Time Embeddings via RNN to Discern Novel Event Sequences in EHRs.

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

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

A geo-visual analysis for exploring the socioeconomic benefits of the heating electrification using geothermal energy.

Haowen Xu, Xiaobing Liu, Jianming (Jamie) Lian, Yanfei Li, Mini Malhotra, Olufemi A. Omitaomu

Proceedings of the 5th ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, 2022

2021

ARIC 2021 Workshop Report: The 4th ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities: Virtual, Online, USA - November 2, 2021.

Bandana Kar, Shima Mohebbi, Guangtao Fu, Xinyue Ye, Olufemi A. Omitaomu

ACM SIGSPATIAL Special, November, 2021

A new methodological framework for hazard detection models in health information technology systems.

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

J. Biomed. Informatics, 2021

2020

A Geospatial Framework Using Multicriteria Decision Analysis for Strategic Placement of Reserve Generators in Puerto Rico.

Susan M. Kotikot, Bandana Kar, Olufemi A. Omitaomu

IEEE Trans. Engineering Management, 2020

Adaptive Anomaly Detection for Dynamic Clinical Event Sequences.

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

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

ARIC 2019 workshop report: The 2nd ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities: Chicago, IL, USA November 5, 2019.

Bandana Kar, Olufemi A. Omitaomu, Xinyue Ye, Shima Mohebbi, Guangtao Fu

ACM SIGSPATIAL Special, 2019

Topic Modeling to Discern Irregular Order Patterns in Unlabeled Electronic Health Records.

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

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2017

Using geographic information science to evaluate legal restrictions on freight transportation routing in disruptive scenarios.

Marc R. Fialkoff, Olufemi A. Omitaomu, Steven K. Peterson, Mark A. Tuttle

Int. J. Crit. Infrastructure Prot., 2017

An agent based model for joint placement of PV panels and green roofs.

Xueping Li, Mohammad Ramshani, Anahita Khojandi, Olufemi A. Omitaomu, Jon Michael Hathaway

Proceedings of the 2017 Winter Simulation Conference, 2017

2016

Large-scale solar panel mapping from aerial images using deep convolutional networks.

Jiangye Yuan, Hsiu-Han Lexie Yang, Olufemi A. Omitaomu, Budhendra L. Bhaduri

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2014

Drought risk modelling for thermoelectric power plants siting using an excess over threshold approach.

Behailu B. Bekera, Royce A. Francis, Olufemi A. Omitaomu

Int. J. Syst. Syst. Eng., 2014

Metric Ranking of Invariant Networks with Belief Propagation.

Changxia Tao, Yong Ge, Qinbao Song, Yuan Ge, Olufemi A. Omitaomu

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013

Towards a Characterization and Systematic Evaluation Framework for Theories and Models of Human, Social, Behavioral, and Cultural Processes within Agent-Based Models.

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

Proceedings of the Managing Complexity: Practical Considerations in the Development and Application of ABMs to Contemporary Policy Challenges, 2013

2011

Online Support Vector Regression With Varying Parameters for Time-Dependent Data.

Olufemi A. Omitaomu, Myong Kee Jeong, Adedeji B. Badiru

IEEE Trans. Syst. Man Cybern. Part A, 2011

Weighted dynamic time warping for time series classification.

Young-Seon Jeong, Myong Kee Jeong, Olufemi A. Omitaomu

Pattern Recognit., 2011

2010

Knowledge discovery from sensor data (SensorKDD).

Varun Chandola, Olufemi A. Omitaomu, Auroop R. Ganguly, Ranga Raju Vatsavai, Nitesh V. Chawla, João Gama, Mohamed Medhat Gaber

SIGKDD Explor., 2010

Construction of Synthetic Populations with Key Attributes: Simulation Set-Up While Accommodating Multiple Approaches within a Flexible Simulation Platform.

Steven J. Fernandez, Amy N. Rose, Edward A. Bright, Justin M. Beaver, Christopher T. Symons, Olufemi A. Omitaomu, Cathy Jiao

Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

2009

Anomaly Detection in Radiation Sensor Data With Application to Transportation Security.

Olufemi A. Omitaomu, Auroop R. Ganguly, Bruce W. Patton, Vladimir A. Protopopescu

IEEE Trans. Intell. Transp. Syst., 2009

Knowledge discovery from data streams.

João Gama, Auroop R. Ganguly, Olufemi A. Omitaomu, Ranga Raju Vatsavai, Mohamed Medhat Gaber

Intell. Data Anal., 2009

Visualization and Classification of Power System Frequency Data Streams.

Jason N. Bank, Olufemi A. Omitaomu, Steven J. Fernandez, Yilu Liu

Proceedings of the ICDM Workshops 2009, 2009

2008

Knowledge discovery from sensor data (SensorKDD).

Ranga Raju Vatsavai, Olufemi A. Omitaomu, João Gama, Nitesh V. Chawla, Mohamed Medhat Gaber, Auroop R. Ganguly

SIGKDD Explor., 2008

Data mining approaches for modeling complex electronic circuit design activities.

Yongjin Kwon, Olufemi A. Omitaomu, Gi-Nam Wang

Comput. Ind. Eng., 2008

Incremental Anomaly Detection Approach for Characterizing Unusual Profiles.

Yi Fang, Olufemi A. Omitaomu, Auroop R. Ganguly

Proceedings of the Knowledge Discovery from Sensor Data, 2008

2007

Online Support Vector Regression Approach for the Monitoring of Motor Shaft Misalignment and Feedwater Flow Rate.

Olufemi A. Omitaomu, Myong Kee Jeong, Adedeji B. Badiru, J. Wesley Hines

IEEE Trans. Syst. Man Cybern. Part C, 2007