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Books

  1. Adedeji B. Badiru and Olufemi A. Omitaomu (2011). Handbook of Industrial Engineering Equations, Formulas, and Calculations. New York, NY: CRC Press, January.
  2. Mohamed M. Gaber, Ranga Raju Vatsavai, Olufemi A. Omitaomu, Nitesh V. Chawla, and Auroop R. Ganguly (2010). Knowledge Discovery from Sensor Data. 1st Edition. Lecture Notes in Computer Science, Springer, May.
  3. Auroop R. Ganguly, Joao Gama, Olufemi A. Omitaomu, Mohamed M. Gaber, and Ranga Raju Vatsavai (2009). Knowledge Discovery from Sensor Data. New York, NY: CRC Press, January.
  4. Adedeji B. Badiru and Olufemi A. Omitaomu. (2007). Computational Economic Analysis for Engineering and Industry. New York, NY: CRC Press, June.

 

Book Chapters

  1. Olufemi A. Omitaomu (2009). Engineering Economic Analysis. In: Hossein Bidgoli (Ed.), The Handbook of Technology Management, Wiley.
  2. Myong K. Jeong, Seong G. Kong, and Olufemi A. Omitaomu (2008). Data Mining in Multi-Dimensional Functional Data for Manufacturing Fault Diagnosis. In T. Warren Liao and Evangelos Triantaphyllou (Eds.), Recent Advances in Data Mining of Enterprise Data: Algorithms and Applications: pp. 463-504, Singapore: World Scientific.
  3. Auroop R. Ganguly, Olufemi A. Omitaomu, and Randy M. Walker (2007). Knowledge discovery from sensor data for security applications. In: Gaber, M. and J. Gama (eds.), Learning from Data Streams – Processing Techniques in Sensor Networks: pp. 187-204, Springer-Verlag. 
  4. Ganguly, A.R., Fang, Y., Khan, S. and Olufemi A. Omitaomu (2007). Knowledge discovery from sensor data for scientific applications. In: Gaber, M. and J. Gama (eds.), Learning from Data Streams – Processing Techniques in Sensor Networks: pp. 205-229, Springer-Verlag.
  5. Olufemi A. Omitaomu (2006). Engineering Economic Evaluation. In Adedeji B. Badiru (Ed.), Handbook of Industrial and Systems Engineering, New York, NY: CRC Press.
  6. Olufemi A. Omitaomu (2006). Decision Trees. In Michael W. Berry and Murray Browne (Eds.), Lecture Notes in Data Mining: pp. 39-51, New Jersey, NJ: World Scientific Publishing of Hackensack.
  7. Olufemi A. Omitaomu (2006). Clustering: Categorical Attributes. In Michael W. Berry and Murray Browne (Eds.), Lecture Notes in Data Mining: pp. 143-152, New Jersey, NJ: World Scientific Publishing of Hackensack.

 

Refereed Journal/Conference Articles

  1. Olufemi A. Omitaomu, Vladimir A. Protopopescu, and Auroop R. Ganguly (2011). Empirical Mode Decomposition Technique with Conditional Mutual Information for Denoising Operational Sensor Data. IEEE Sensors Journal, 11(10): 2565-2575.
  2. Young-Seon Jeong, Myong K. Jeong, and Olufemi A. Omitaomu (2011). Weighted Dynamic Time Warping for Time Series Classification. Pattern Recognition, 44(9): 2231-2240.
  3. Olufemi A. Omitaomu and Steven J. Fernandez (2011). Data Product for Situational Awareness of the Electric Grid System. Proceedings of the AFIT-AFRL Product Development Research Symposium.
  4. Yu Huang, Xueping Li, and Olufemi A. Omitaomu (2011). Conceptual SuperNetwork Model for Coordination Mechanisms in Humanitarian Relief Chain. 2011 Institute of Industrial Engineers Research Conference, Reno, Nevada, May 21-25, 2011.
  5. Olufemi A. Omitaomu, Myong K. Jeong, and Adedeji B. Badiru (2011). On-line Support Vector Regression with Varying Parameters for Time-Dependent Data. IEEE Transactions on Systems, Man, and Cybernetics: Part A – Systems and Humans, 41(1): 191-197.
  6. Yi Fang, Olufemi A. Omitaomu, and Auroop R. Ganguly (2010). Incremental Anomaly Detection Approach for Characterizing Unusual Profiles. Knowledge Discovery from Sensor Data Series, LNCS 5840: 190-202.
  7. Steven J. Fernandez, Amy N. Rose, Edward A. Bright, Justin M. Beaver, Christopher T. Symons, and Olufemi A. Omitaomu (2010). Construction of Synthetic Populations with Key Attributes: Simulation Set-up while Accommodating Multiple Approaches within a Flexible Simulation Platform. Proceedings of the Computational Modeling and Discovery in Social Systems (CMDSS-2010).
  8. Jason N. Bank, Olufemi A. Omitaomu, Steven J. Fernandez, and Yilu Liu (2009). Visualization and Classification of Power System Frequency Data Streams. IEEE International Conference on Data Mining Workshop, 650 – 655, Dec. 6.
  9. Jason N. Bank, Olufemi A. Omitaomu, Steven J. Fernandez, and Yilu Liu (2009). Extraction and Visualization of Power System Inter-area Oscillatory Modes. IEEE Power & Energy Society Annual Meeting, Minneapolis, Minnesota, July 25 – 29.
  10. Olufemi A. Omitaomu, Auroop R. Ganguly, Bruce W. Patton, and Vladimir A. Protopopescu (2009). Anomaly Detection in Radiation Sensor Data with Application to Transportation Security. IEEE Transactions on Intelligent Transportation Systems, 10(2): 324-334.
  11. Auroop R. Ganguly, Olufemi A. Omitaomu, and Yu Jiao (2009). Information-Theoretic Approaches for Evaluating Complex Adaptive Social Simulation Systems. Presented at the Human Behavior-Computational Intelligence Modeling Conference, Oak Ridge, TN, June 23 – 24.
  12. Steven J. Fernandez, Amy N. Rose, Edward A. Bright, and Olufemi A. Omitaomu (2009). LandScan Data Sets for Automating Simulation Set-up while Accommodating Multiple Approaches within a Flexible Simulation Platform. Presented at the Human Behavior-Computational Intelligence Modeling Conference, Oak Ridge, TN, June 23 – 24.
  13. Olufemi A. Omitaomu, Yi Fang, and Auroop R. Ganguly (2008). Anomaly Detection from Sensor Data for Real-time Decisions. Proceedings of the 2nd International Workshop on Knowledge Discovery from Sensor Data (SensorKDD-2008) held in conjunction with the 14th International Conference on Knowledge Discovery and Data Mining (KDD 2008), Las Vegas, NV, August 24 – 27.
  14. Ranga Raju Vatsavai, Olufemi A. Omitaomu, Joao Gama, Nitesh V. Chawla, Mohamed M. Gaber, and Auroop R. Ganguly [Editors] (2008). Workshop Proceedings, Second International Conference on Knowledge Discovery from Sensor Data (SensorKDD’08), the Fourteenth International Conference on Knowledge Discovery and Data Mining (KDD 2008), Las Vegas, NV, August.
  15. Olufemi A. Omitaomu, Myong K. Jeong, Adedeji B. Badiru, and J. Wesley Hines (2007). On-Line Support Vector Regression Approach for the Monitoring of Motor Shaft Misalignment and Feedwater Flow Rate.  IEEE Transactions on Systems, Man, and Cybernetics: Part C – Applications and Reviews, 37(5): 962-970.
  16. Yongjin Kwon, Olufemi A. Omitaomu, and Gi-Nam Wang (2007).  Data Mining Approaches to Modeling Complex Electronic Circuit Design Activities. Journal of Computers and Industrial Engineering, 54: 229 – 241.
  17. Olufemi A. Omitaomu and Adedeji B. Badiru (2007). Fuzzy Present Value Analysis Model for Evaluating Information System Projects. The Engineering Economist, 52(2): 157-178.
  18. Seong-Hoon Cho, Olufemi A. Omitaomu, Neelam Poudyal, and David B. Eastwood (2007). The Impact of an Urban Growth Boundary on Land Development in Knox County, Tennessee: A Comparison of Two-Stage Probit Least Squares and Multilayer Neural Network Models. Journal of Agricultural and Applied Economics, 39(3): 701-717.
  19. Auroop R. Ganguly, Joao Gama, Olufemi A. Omitaomu, Mohamed M. Gaber, and Ranga Raju Vatsavai [Editors] (2007). Workshop Proceedings, First International Conference on Knowledge Discovery from Sensor Data (SensorKDD’07), the Thirteenth International Conference on Knowledge Discovery and Data Mining (KDD 2007), San Jose, CA, August.
  20. Olufemi A. Omitaomu, Myong K. Jeong, Adedeji B. Badiru, and J. Wesley Hines (2006). On-line Prediction of Motor Shaft Misalignment Using Fourier-Transformed Power Spectrum Data and Support Vector Regression. ASME Transactions, Journal of Manufacturing Science and Engineering, 128(4): 1019-1024.
  21. Adedeji B. Badiru, Sunday O. Asaolu, and Olufemi A. Omitaomu (2006). Eyewitness Information Management System Using NeuroFuzzy Classification Schemes. Journal of Information Science and Technology, 2(3): 49-64.
  22. Yongjin Kwon, Myong K. Jeong, and Olufemi A. Omitaomu (2006). Adaptive Support Vector Regression Analysis of Closed-Loop Inspection Accuracy. Journal of Machine Tools and Manufacture, 46(6): 603-610.
  23. Olufemi A. Omitaomu, Levi D. Smith, and Adedeji B. Badiru (2005). The ENGINeering Economic Analysis (ENGINEA) Software: Enhancing Teaching and Application of Economic Analysis Techniques. ASEE Computers in Education Journal, 15(4): 32-38.
  24. Olufemi Omitaomu and Adedeji B. Badiru (2004).  Incorporation of Information Systems Economics into Engineering Economic Analysis Courses. Proceedings of the 2004 ASEE Annual Conference and Exposition, Engineering Education Researches New Heights, 2004, pp. 7177-7182.
  25. Badiru, Adedeji B. and Olufemi Omitaomu (2003).  Design and Analysis of Tent Cash Flow Models for Engineering Economy Lectures. The Engineering Economist, 48(4): 363-374.

 

Conference Abstracts and Presentations
  1. Richard M. Medina and Olufemi A. Omitaomu (2011). The Complex Geography of Terrorism in Nigeria. 2011 Annual Conference of the Association of American Geographers, Seattle, Washington, April 12-16, 2011.
  2. Olufemi A. Omitaomu, Randy Belles, Stanton W. Hadley, Gary T. Mays, and Brandon R. Blevins (2011). Spatial Modeling and Site Suitability Assessment for Compressed Air Energy Storage. 2011 Annual Conference of the Association of American Geographers, Seattle, Washington, April 12-16, 2011.
  3. Jeffrey B. Kodysh and Olufemi A. Omitaomu (2011). A GIS-based Methodology for Assessing Rooftop Solar Energy Potential. 2011 Annual Conference of the Association of American Geographers, Seattle, Washington, April 12-16, 2011.
  4. Young-Seon Jeong, Myong K. Jeong, and Olufemi A. Omitaomu (2010). A Novel Distance Measure for Time Series Data Mining. INFORMS Annual Meeting, Austin, Texas, Nov 7-10, 2010.
  5. Olufemi A. Omitaomu, Steven J. Fernandez, and Budhendra L. Bhaduri (2010). Estimating the Spatial Distribution of Population without Power during Extreme Weather Events. 2010 Annual Meeting of the Association of American Geographers, Washington, DC, April 14 – 18, 2010.
  6. Olufemi A. Omitaomu, Jason N. Bank, and Steven J. Fernandez (2009). Online Data Mining Framework for the Electric Power Grid. Presented at the NASA Conference on Intelligent Data Understanding, Moffett Field, CA, October 14 – 16, 2009.
  7. Olufemi A. Omitaomu and Auroop R. Ganguly (2008). Knowledge Discovery from Heterogeneous Data for Risk-Informed Decisions to Facilitate Rapid Response. Proceedings of the 2008 INFORMS Annual Meeting, Washington, DC, October 11 – 15.
  8. Olufemi A. Omitaomu (2008). A Parallel Disintegrated Model for Uncertainty Analysis in Estimating Electrical Power Outage Areas.  Proceedings of the 2008 AGU Session on Impacts of Severe Weather on Environment, Economy, and Society (Abstract #: U41A-02), Fort Lauderdale, FL, May 27 – 30.
  9. Raju Vatsavai, Auroop R. Ganguly, Olufemi A. Omitaomu, and Budhendra L. Bhaduri (2008). Geospatial-temporal Data Mining for Infrastructure under Stress from Severe Weather Events. Proceedings of  the 2008 AGU Session on Impacts of Severe Weather on Environment, Economy, and Society (Abstract #: U41A-01), Fort Lauderdale, FL, May 27 – 30.
  10. Randy M. Walker, Olufemi A. Omitaomu, Auroop R. Ganguly, R.K. Abercrombie, and F.T. Sheldon (2008). Multimodal Integrated Safety, Security, and Environmental Program Strategy, Proceedings of the Transportation Research Board, 87th Annual Meeting, January 2008, Washington, DC, 08-2644.
  11. Auroop R. Ganguly, Olufemi A. Omitaomu, Vladimir Protopopescu, Bruce Patton, Randy Walker, Yi Fang, Amrudin Agovic, and Arindam Banerjee (2007). Anomaly Detection from Heterogeneous Sensor Data with Application to Transportation Security, Presented at the 2007 National Rural Intelligent Transportation Systems Conference, Oct. 7-10, Traverse City, Michigan.
  12. Adedeji B. Badiru, Olufemi A. Omitaomu, Godswill Nsofor, and Lynn A. York (2005). Concept of Program Management: Product Assurance of Command and Control Processes. Proceedings of the 10th International Command and Control Research and Technology Symposium (CCRTS): The Future of C2. McLean, VA. June 13-16.
  13. Olufemi A. Omitaomu, Myong K. Jeong, Adedeji B. Badiru, and J. Wesley Hines (2005).  A support vector regression approach to machinery misalignment prediction using high-dimensional power spectrum data.  Proceedings of the 2005 Maintenance and Reliability Conference (MARCON 2005), Gatlinburg, Tennessee, May 3-6.
  14. Olufemi A. Omitaomu, Levi D. Smith, and Adedeji B. Badiru (2005). The Design and Development of ENGINeering Economic Analysis (ENGINEA) Software.  Proceedings of the 2005 Industrial Engineering Research Conference (IERC), Atlanta, Georgia, May.
  15. Olufemi A. Omitaomu, Myong K. Jeong, Adedeji B. Badiru, and J. Wesley Hines (2005). Motor Shaft Alignment Prediction Using On-line Support Vector Regression. Proceedings of  the 2005 INFORMS Annual Meeting, November 13-16, San Francisco, California.
  16. Olufemi Omitaomu, C. Godswill Nsofor, and Adedeji B. Badiru (2004).  Integrative Present Value Analysis Model for Evaluating Information System Projects. Presented at the 2004 Industrial Engineering Research Conference (IERC), Houston, Texas, May.
  17. Adedeji B. Badiru, Vincent Delgado, Jamie Ehresman-Gunter, Olufemi Omitaomu, Godswill Nsofor, Sirisha Saripalli (2004).  Graphical and Analytical Methodology for Cost Benchmarking for New Construction Projects. Proceedings of 13th International Conference on Management of Technology (IAMOT), Washington, DC, April 3-7.
  18. Badiru, A.B. and Olufemi Omitaomu (2003).  Tent Cash Flow Designs and Analysis for Gradient Cash Flow Lectures. Proceedings of the 2003 ASEE Annual Conference and Exposition: Staying in Tune with Engineering Education, 2003, pp. 3427-3441.
  19. Badiru, A.B. and Olufemi Omitaomu (2003).  Integrative Learning and Forgetting Models for Quality and Productivity Improvement Analysis. Presented at the 2003 INFORMS Annual Meeting, Atlanta, Georgia, October.
  20. Badiru, A.B., Don McDaniel, and Olufemi Omitaomu (2003).  An Integrative Study of Factors of Industrial Development in East Tennessee.  Proceedings of the 31st International Conference on Computers and Industrial Engineering, San Francisco, California, February.
  21. Badiru, A.B. and Olufemi Omitaomu (2002).  Application of Data Mining to Maintenance Management Systems.  Proceedings of the 6th Africa-USA International Conference in Manufacturing Technology, Abuja, Nigeria, May.
  22. Badiru, A.B., Olufemi Omitaomu, and F.B. Odunayo (2001).  Design of a Matrix Knowledge Base Framework for Plant Maintenance Planning and Control.  Proceedings of the 2001 Maintenance and Reliability Conference, Gatlinburg, Tennessee, May.

 

Technical Reports

  1. Gary T. Mays, Thomas J. Harrison, and Olufemi A. Omitaomu (2010). Preliminary Report on Siting Evaluation Tool for Commercial Nuclear Power Plants. Developed by Oak Ridge National Laboratory, LTR/DOE-NE/Siting-2010/002, November.
  2. Olufemi A. Omitaomu (2010). A GIS Approach for Modeling the Potential Siting Options for Compressed Air Energy Storage. Oak Ridge National Laboratory Technical Manual ID: ORNL/TM-2010/224.
  3. Jason N. Bank and Olufemi A. Omitaomu (2009). Development of an Inter-area Modal Extraction and Visualization Procedure for Power Systems Using Phasor Measurement Data. Oak Ridge National Laboratory Technical Manual ID: ORNL/TM-2009/323.
  4. Ganguly, A.R., Whitmeyer, J.M., Olufemi A. Omitaomu, Hadzikadic, M., Gilman, P., Brecke, P.K., Khouja, M.J., Fernandez, S.J., Eichelberger, C.N., McLean, A.L., Yu, J., Middleton, E.J., Carmichael, T.D., Saric, A. and M. Sun (2008). Towards a characterization and systematic evaluation framework for theories and models of human, societal, behavioral, and cultural processes. Oak Ridge National Laboratory Technical Manual ID: ORNL/TM-2008/062.
  5. Olufemi A. Omitaomu and Auroop R. Ganguly (2006). Statistical Methods and Wavelet-Based Approaches for Analyzing Truck Radiation Data. Oak Ridge National Laboratory Technical Manual ID: ORNL/TM-2006/596.

 

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