Katie McConky

College of Art and Design College of Engineering Technology College of Health Sciences and Technology College of Liberal Arts College of Science Golisano College of Computing and Information Sciences International Campuses Kate Gleason College of Engineering National Technical Institute for the Deaf School of Individualized Study

Katie McConky

Associate Professor
Kate Gleason College of Engineering
Industrial and Systems Engineering

2021 Submissions

Journal Paper

Aponte, Omar and Katie McConky. "Peak Electric Load Days Forecasting for Energy Costs Reduction With and Without Behind the Meter Renewable Electricity Generation." International Journal of Energy Research 45. 13 (2021): 18735-18753. Web. *

Published Conference Proceedings

Werner, Gordon, Shanchieh Jay Yang, and Katie McConky. "Near Real-Time Intrusion Alert Aggregation Using Concept-Based Learning." Proceedings of the International Conference on Computing Frontiers. Ed. Maurizio Palesi and Antonino Tumeo. New York, New York: ACM, 2021. Web. *

Invited Keynote/Presentation

McConky, Katie, Prashant Sankaran, and Moises Sudit. "Combining Machine Learning and Traditional Optimization Approaches to Solve Reconnaissance Missing Planning Problem." Military Operations Research Society Symposium. Rochester Institute of Technology. Rochester, NY. 23 Jun. 2021. Conference Presentation.

Sankaran, Prashant, Katie McConky, and Moises Sudit. "Hybrid Learning-Optimization Solver (HYLOS) Framework to Solve Combinatorial Optimization Problems: A Preliminary Study." IISE Annual Conference. Virtual. Virtual, USA. 22 May 2021. Conference Presentation.

Sudit, Moises, Prashant Sankaran, and Katie McConky. "A Confluence of Machine Learning And Optimization Approaches to Address Combinatorial Optimization Problems." AAAI Spring 2021 Symposium Series. Association for the Advancement of Artificial Intelligence. Virtual, Virtual. 22 Mar. 2021. Conference Presentation.

Aponte, Omar and Katie McConky. "Electricity Demand Threshold Forecasting for Triggering Cost Saving Peak Demand Shaving Actions." 41 International Symposium on Forecasting. International Institute of Forecasters. Virtual, Virtual. 29 Jun. 2021. Conference Presentation.

2020 Submissions

Journal Paper

Olivieri, Zachary T. and Katie McConky. "Optimization of Residential Battery Energy Storage System Scheduling for Cost and Emissions Reductions." Energy and Buildings 210. (2020): 109787-109800. Web. *

Published Conference Proceedings

Aponte, Omar and Katie McConky. "Actionable Peak Electric Load Day Forecasting Methodology for Facilities with Behind the Meter Renewable Electricity Generation." Proceedings of the 40th International Symposium on Forecasting. Ed. George Athanasopoulos and Tao Hong. Virtual, Virtual: n.p., 2020. Web. *

Russell, Jeffery and Katie McConky. "Historical and Real-Time GEO Satellite Maneuver Detection Algorithm." Proceedings of the 2020 AAS / AIAA Astrodynamics Specialist Conference. Ed. Kathleen Howell and Felix Hoots. Lake Tahoe, United States: AIAA, 2020. Web. *

Collea, Brady and Katie McConky. "Efficient Algorithms for Unrelated Parallel Machine Scheduling Considering Time of Use Pricing and Demand Charges." Proceedings of the 2020 IISE Annual Conference. Ed. L Cromarty, R Shirwaiker, and P Wang. Virtual, Virtual: Institute of Industrial and Systems Engineers, 2020. Web. * £

2019 Submissions

Journal Paper

Saxena, Harshit, Omar Aponte, and Katie McConky. "A Hybrid Machine Learning Model for Forecasting a Billing Period's Peak Electric Load Days." International Journal of Forecasting 35. (2019): 1288-1303. Web. «

McConky, Katie and Vaibhav Rungta. "Don't Pass the Automated Vehicles! System Level Impacts of Multi-vehicle CAV Control Strategies." Transportation Research Part C 100. (2019): 289-305. Web. *

Abikarram, Jose Batista, Katie McConky, and Ruben Proano. "Energy Cost Minimization for Unrelated Parallel Machine Scheduling under Real Time and Demand Charge Pricing." Journal of Cleaner Production 208. (2019): 232-242. Web. *

Published Conference Proceedings

Okutan, Ahmet, et al. "CAPTURE: Cyberattack Forecasting using Non-Stationary Features with Time Lags." Proceedings of the IEEE Conference on Communications and Network Security. Ed. Ryan Gerdes, Seth Andrews, and Russ Walker. Washington DC, DC: IEEE, 2019. Web. *

Aponte, Omar and Katie McConky. "Renewable Electricity Generation Impact on Peak Demand and Response Strategies." Proceedings of the IISE Annual Conference 2019. Ed. Unknown. Orlando, Florida: n.p., 2019. Web. «

2018 Submissions

Journal Paper

Okutan, Ahmet, et al. "Forecasting Cyberattacks with Incomplete, Imbalanced, and Insignificant Data." Cybersecurity 1. 15 (2018): 1-16. Web. *

Published Conference Proceedings

Werner, Gordon, Shanchieh Jay Yang, and Katie McConky. "Leveraging Intra-Day Variations to Predict Daily Cyberattack Activity." Proceedings of the 2018 IEEE International Conference on Intelligence and Security Informatics (ISI). Ed. Nitesh Saxena and Ponnurangam Kumaraguru. Miami, Florida: IEEE, 2018. Web. *

Werner, Gordon, et al. "Forecasting Cyberattacks as Time Series with Different Aggregation Granulatiry." Proceedings of the 2018 IEEE International Symposium on Technologies for Homeland Security (HST). Ed. Unknown. Woburn, Massachusetts: IEEE, 2018. Web. *

Stolze, David, Katie McConky, and Shanchieh Jay Yang. "Automated Feature Engineering of Time-Series Data to Improve Classifier Performance." Proceedings of the 2018 Industrial and Systems Engineering Conference. Ed. K Barker, D Berry, and Chase Rainwater. Orlando, Florida: IISE, 2018. Web. «

Invited Keynote/Presentation

Chen, Roger, et al. "A Queuing Analysis of Operational Inefficiency in Public PEV Charing Stations." Transportation Research Board 97th Annual Meeting. Transportation Research Board. Washington DC, DC. 7 Jan. 2018. Conference Presentation. «

Bliss, Erika, Katie McConky, and Jay Yang. "Analyzing Temporal Patterns in Topics for Phishing Emails." IISE Annual Conference. IISE. Orlando, FL. 15 May 2018. Conference Presentation. «

2017 Submissions

Journal Paper

Amoroso, Briana, Eric Hittinger, and Katie McConky. "Keeping Your Cool - A Multi-Stakeholder Look at AC Sizing." Building and Environment 131. (2018): 306-329. Print. *

McConky, Katie, Roger B. Chen, and Glenn R. Gavi. "A Comparison of Motivational and Informational Contexts for Improving Eco-Driving Performance." Transportation Research Part F: Traffic Psychology and Behaviour 52. (2018): 62-74. Print. *

Published Conference Proceedings

Saxena, Harshit and Katie McConky. "Forecasting Models for Short Term Peak Load Prediction." Proceedings of the Institute of Industrial and Systems Engineers Annual Conference. Ed. Katie Coperich, Elizabeth Cudney, and Harriet Nembhard. Pittsburgh, Pennsylvania: IISE, 2017. Web. «

Okutan, Ahmet, Shanchieh Jay Yang, and Katie McConky. "Predicting Cyber Attacks With Bayesian Networks Using Unconventional Signals." Proceedings of the CISRC '17 12th Annual Conference on Cyber and Information Security Research. Ed. John Goodall. Oak Ridge, Tennessee: ACM, 2017. Web. *

Werner, Gordon, Shanchieh Jay Yang, and Katie McConky. "Time Series Forecasting of Cyber Attack Intensity." Proceedings of the CISRC '17 - 12th Annual Conference on Cyber and Information Security Research. Ed. John Goodall. Oak Ridge, Tennessee: ACM, 2017. Web. *

McConky, Katie, et al. "Evaluating the Integration of Operations Tasks While Optimizing ISR Activities." Proceedings of the SPIE Defense + Security. Ed. Tien Pham and Michael A Kolodny. Anaheim, California: SPIE, 2017. Web. £

Peer Reviewed/Juried Poster Presentation or Conference Paper

Okutan, Ahmet, et al. "Cyber Attack Prediction of Threats from Unconventional Sensors (CAPTURE)." Proceedings of the ACM Conference on Computer and Communications Security 2017. Ed. Kevin Hamlen and Heng Yin. Dallas, TX: ACM. *

Chen, Roger B., Katie McConky, and Glenr R. Gavi. "Comparison of Motivational and Informational Contexts for Improving Eco-Driving Performance." Proceedings of the Transportation Research Board Annual Meeting. Ed. Transportation Research Board. Washington, DC: Transportation Research Board. *

2016 Submissions

Journal Paper

Abikarram, Jose Batista and Katie McConky. "Real Time Machine Coordination for Instantaneous Load Smoothing and Photovoltaic Intermittency Mitigation." Journal of Cleaner Production. (2017): 1406-1416. Web. *

Book Chapter

Grasman, Scott, Abhijit Gosavi, and Katie McConky. "9 Operations Research." The Engineering Management Handbook. Ed. John V. Farr, S. Jimmy Gandhi, and Donald N. Merino. Huntsville, AL: American Society for Engineering Management, 2016. 53-79. Print.

Published Conference Proceedings

Abikarram, Jose Batista and Katie McConky. "Machine Coordination for Minimizing Instantaneous Peak Electricity Demand." Proceedings of the 2016 Industrial and Systems Engineering Research Conference. Ed. H. Yang and MD Sarder. Anaheim, CA: n.p., 2016. Web. *

Gnanasundaram, Sanjairaj and Katie McConky. "2016 Industrial and Systems Engineering Research Conference." Proceedings of the Electricity Demand Modeling at an Occupant and Appliance Level. Ed. H. Yang and MD Sarder. Anaheim, CA: n.p., 2016. Web. *

Amoroso, Briana, et al. "Optimizing Air Conditioner Size Considering Thermostat Usage Patterns." Proceedings of the 2016 Industrial and Systems Engineering Research Conference. Ed. H. Yang and MD Sarder. Anaheim, CA: n.p., 2016. Web. *

Invited Keynote/Presentation

McConky, Katie, et al. "Automated Tracking and Assessment of Measures of Performances and Effectiveness For HADR Efforts." 2016 INFORMS International Meeting. INFORMS. Wikoloa Village, HA. 14 Jun. 2016. Conference Presentation.

2015 Submissions

Full Patent

McConky, Katie, et al. "System and Method for Remote Activity Detection." U.S. Patent 9098553. 4 Aug. 2015.

Invited Keynote/Presentation

McConky, Katie, Hector Ortiz-Pena, and Moises Sudit. "A Framework Supporting the Separation of Cognition Performance from Execution Environment." 2015 INFORMS Annual Meeting. INFORMS. Philadelphia, PA. 1 Nov. 2015. Conference Presentation.