National Security Sciences Directorate

Research output

Publications per year 1980 2013 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 640 Article
• 498 Conference contribution
• 121 Conference article
• 87 Technical Report
• 194 More
  • 72 Paper
  • 40 Editorial
  • 24 Chapter
  • 24 Review article
  • 20 Comment/debate
  • 4 Letter
  • 4 Preprint
  • 2 Book
  • 2 Other contribution
  • 1 Short survey
  • 1 Working paper

Publications per year

Publications per year

Search results

• 2024

  Analysis of Historical Power Outages of the United States and the National Risk Index

  Bhusal, N., Chinthavali, S., Carvalhaes, T., Lee, S. M., Ahmad, N., Tabassum, A., Stenvig, N. & Kuruganti, T., 2024, PMAPS 2024 - 18th International Conference on Probabilistic Methods Applied to Power Systems. Institute of Electrical and Electronics Engineers Inc., (PMAPS 2024 - 18th International Conference on Probabilistic Methods Applied to Power Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Power Outage 100%
  • United States 100%
  • Risk Index 100%
  • Metrics 80%
  • Impact Duration 60%

• A Self-Supervised Method for Accelerated Training of Neural Communication Receivers

  Cooke, C. D., 2024, 2024 IEEE International Conference on Machine Learning for Communication and Networking, ICMLCN 2024. Institute of Electrical and Electronics Engineers Inc., p. 151-157 7 p. (2024 IEEE International Conference on Machine Learning for Communication and Networking, ICMLCN 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Supervised Learning 100%
  • Learning System 33%
  • Unsupervised Learning 33%
  • Contrastive Loss 33%

• Autonomous Anomaly Detection for MPC Forecasts of HVAC Systems in Residential Communities

  Lebakula, V., Tsybina, E., Hill, J., Munk, J. & Zandi, H., 2024, 2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Air Conditioning System 100%
  • Anomaly Detection 100%
  • Error Correction 100%
  • Learning System 100%
  • Conditioning 100%

• Conditional Experts for Improved Building Damage Assessment Across Satellite Imagery View Angles

  Dias, P., Arndt, J., Urban, M. & Lunga, D., 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1741-1745 5 p. (International Geoscience and Remote Sensing Symposium (IGARSS)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • image feature 100%
  • Architecture Assessment 100%
  • Commercial Satellite 100%
  • Assessment Practice 100%
  • Satellite Imagery 100%

• ConFUSE: Confusion-based Federated Unlearning with Salience Exploration

  Meerza, S. I. A., Sadovnik, A. & Liu, J., 2024, 2024 IEEE Computer Society Annual Symposium on VLSI: Emerging VLSI Technologies and Architectures, ISVLSI 2024. Thapliyal, H. & Becker, J. (eds.). IEEE Computer Society, p. 427-432 6 p. (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Learning Model 100%
  • Neural Network 100%
  • Integrity Model 100%
  • Federated Learning 100%
  • Deep Neural Network 25%

• Correlating Power Outage Spread with Infrastructure Interdependencies During Hurricanes

  Bose, A., Lee, S., Bhusal, N. & Chinthavali, S., 2024, Proceedings - 2024 IEEE International Conference on Information Reuse and Integration for Data Science, IRI 2024. Institute of Electrical and Electronics Engineers Inc., p. 82-83 2 p. (Proceedings - 2024 IEEE International Conference on Information Reuse and Integration for Data Science, IRI 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Power Outage 100%
  • Interdependency 100%
  • Critical Infrastructure 60%
  • Oak Ridge 20%
  • Outages 20%

• DICER: Data Intensive Computing Environment and Runtime for Evaluating Unprecedented Scale of Geospatial-Temporal Human Mobility Data

  De, D., Thakur, G. M., McGaha, J., Brown, C., Nie, X., Thomas, T., Gaboardi, J. D., Sparks, K., Burger, A., McBride, E. C., Kim, J. S., Amichi, L., Gunaratne, C., Christopher, C. & Zubko, D., 2024, Proceedings - 2024 25th IEEE International Conference on Mobile Data Management, MDM 2024. Institute of Electrical and Electronics Engineers Inc., p. 139-148 10 p. (Proceedings - IEEE International Conference on Mobile Data Management).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Computing Environment 100%
  • Temporal Data 57%
  • Case Study 42%
  • Big Data 28%
  • Microsimulation 28%

• Explaining Health Risk Behaviors in the U.S. with Social Deprivation at Local and Regional Levels

  Gokhale, S. S., Lebakula, V. & Peluso, A., 2024, Proceedings - 2024 IEEE 48th Annual Computers, Software, and Applications Conference, COMPSAC 2024. Shahriar, H., Ohsaki, H., Sharmin, M., Towey, D., Majumder, A. J. A., Hori, Y., Yang, J.-J., Takemoto, M., Sakib, N., Banno, R. & Ahamed, S. I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1856-1864 9 p. (Proceedings - 2024 IEEE 48th Annual Computers, Software, and Applications Conference, COMPSAC 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Social Norm 100%

• Historical Power Outages of the United States and the Social Vulnerability Index

  Bhusal, N., Chinthavali, S., Tabassum, A., Lee, S. M., Carvalhaes, T., Ahmad, N., Stenvig, N. & Kuruganti, T., 2024, 2024 IEEE Power and Energy Society General Meeting, PESGM 2024. IEEE Computer Society, (IEEE Power and Energy Society General Meeting).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Power Outage 100%
  • United States 100%
  • Power Engineering 14%
  • Disruptions 14%
  • Phase Composition 14%

• HumoNet: A Framework for Realistic Modeling and Simulation of Human Mobility Network

  Kim, J. S., Thakur, G. M., Amichi, L., Burger, A., Gunaratne, C., Tuccillo, J., Hauser, T., Bentley, J., Sparks, K., De, D., Brown, C., McBride, E., McGaha, J., Gaboardi, J., Nie, X. & Christopher, S. C., 2024, Proceedings - 2024 25th IEEE International Conference on Mobile Data Management, MDM 2024. Institute of Electrical and Electronics Engineers Inc., p. 185-194 10 p. (Proceedings - IEEE International Conference on Mobile Data Management).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Network Simulation 100%
  • Modeling and Simulation 100%
  • Mobility Network 100%
  • Transportation Network 33%
  • Points of Interest 16%
  1 Scopus citations

• Impact Study of Thunderstorms on the US Power Grid Using Publicly Available Datasets

  Bhusal, N., Lee, S. M., Stenvig, N., Chinthavali, S. & Kuruganti, T., 2024, 2024 IEEE/PES Transmission and Distribution Conference and Exposition, T and D 2024. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Thunderstorm 100%
  • Lightning 25%
  • Storm 25%

• Introducing SpaceNet 9 - Cross-Modal Satellite Imagery Registration for Natural Disaster Responses

  Hänsch, R., Arndt, J., Dias, P., Potnis, A., Lunga, D., Petrie, D. & Bacastow, T. M., 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 234-238 5 p. (International Geoscience and Remote Sensing Symposium (IGARSS)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • remote sensing imagery 100%
  • Data Fusion 100%
  • Computer Vision Algorithms 100%
  • Preprocessing 100%
  • Feature Extraction 100%

• MetaPoL: Immersive VR based Indoor Patterns of Life (PoL) and Anomalies Data Generation for Insider Threat Modeling in Nuclear Security

  Gunaratne, C., Stott, M., De, D. & Thakur, G. M., 2024, Proceedings - 2024 25th IEEE International Conference on Mobile Data Management, MDM 2024. Institute of Electrical and Electronics Engineers Inc., p. 255-258 4 p. (Proceedings - IEEE International Conference on Mobile Data Management).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Immersive Virtual Reality 100%
  • Data Generation 100%
  • Insider Threat 100%
  • Anomaly Detection 33%
  • Security Systems 16%

• Pretraining Billion-Scale Geospatial Foundational Models on Frontier

  Tsaris, A., Dias, P. A., Potnis, A., Yin, J., Wang, F. & Lunga, D., 2024, 2024 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2024. Institute of Electrical and Electronics Engineers Inc., p. 1036-1046 11 p. (2024 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Vision Transformer 100%
  • Supercomputer 50%
  • Parallelism 50%
  • Unlabeled Data 50%
  • Natural Language Processing 50%

• Rosetta Balcanica: Deriving a “Gold Standard” Neural Machine Translation (NMT) Parallel Dataset for Western Balkan Languages

  Begoli, E., Mahbub, M. & Srinivasan, S., 2024, LoResMT 2024 - 7th Workshop on Technologies for Machine Translation of Low-Resource Languages, Proceedings of the Workshop. Ojha, A. K., Ojha, A. K., Liu, C.-H., Vylomova, E., Pirinen, F., Abbott, J., Washington, J., Oco, N., Malykh, V., Logacheva, V. S. & Zhao, X. (eds.). Association for Computational Linguistics (ACL), p. 74-84 11 p. (LoResMT 2024 - 7th Workshop on Technologies for Machine Translation of Low-Resource Languages, Proceedings of the Workshop).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Machine Translation 100%
  • Gold Standard 100%
  • Language Resource 100%
  • Automatic Translation 100%
  • Balkan languages 100%

• Structural Differences between Morning and Evening Peak in Optimized Water Heaters

  Tsybina, E., Lebakula, V., Hill, J., Munk, J. & Zandi, H., 2024, 2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Peak Shift 100%
  • Controllability 100%
  • Heaters 100%

• Sub-Pin Fission Product Sensitivity to Assembly and Core Models on High-Burnup Fuel and Comparison to Experimental Measurements

  Conant, A., Asgari, M., Graham, A. & Balco, G., 2024, Proceedings of the International Conference on Physics of Reactors, PHYSOR 2024. American Nuclear Society, p. 399-408 10 p. (Proceedings of the International Conference on Physics of Reactors, PHYSOR 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Experimental Measurement 100%
  • Burnup 100%
  • Virtual Reality 100%
  • Core Model 100%
  • Assembly Model 100%

• Toward Profiling IoT Processes for Remote Service Attestation

  Johnson, W. A., Housley, J., Ghafoor, S. & Prowell, S., 2024, 2024 23rd International Symposium on Parallel and Distributed Computing, ISPDC 2024. Institute of Electrical and Electronics Engineers Inc., (2024 23rd International Symposium on Parallel and Distributed Computing, ISPDC 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Internet of Things Device 100%
  • Internet-Of-Things 100%
  • Malware 40%
  • Granularity 20%
  • Distributed Computing 20%

• Towards a High Fidelity Training Environment for Autonomous Cyber Defense Agents

  Oesch, S., Chaulagain, A., Weber, B., Dixson, M., Sadovnik, A., Roberson, B., Watson, C. & Austria, P., Aug 13 2024, Proceedings of CSET 2024 - 17th Cyber Security Experimentation and Test Workshop. Association for Computing Machinery, p. 91-99 9 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Training Environment 100%
  • Use Case 33%
  • Attackers 33%
  • Customisation 33%
  • Autonomous Agent 33%

• Towards Interpretable Machine Learning Metrics for Earth Observation Image Analysis

  Verma, U., Lunga, D. & Potnis, A., 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4066-4068 3 p. (International Geoscience and Remote Sensing Symposium (IGARSS)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Learning System 100%
  • Artificial Intelligence 25%

• Visual Analytics of Performance of Quantum Computing Systems and Circuit Optimization

  Chae, J., Steed, C. A. & Humble, T. S., 2024, 2024 IEEE Computer Society Annual Symposium on VLSI: Emerging VLSI Technologies and Architectures, ISVLSI 2024. Thapliyal, H. & Becker, J. (eds.). IEEE Computer Society, p. 613-618 6 p. (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Visual Analytics 100%
  • Quantum Computing 100%
  • Quantum Device 50%
  • Quantum Circuit 50%
  • Computer Hardware 50%
• 2023

  A Design of Activity-Based Mobility Intervention

  Kim, J. S., Thakur, G. M. & Christopher, S. C., Aug 23 2023, Proceedings of 18th International Symposium on Spatial and Temporal Data, SSTD 2023. Association for Computing Machinery, p. 131-140 10 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Data Model 100%
  • Case Study 100%
  • Mitigation Strategy 100%
  • Related Concept 100%
  1 Scopus citations

• AI ATAC 1: An Evaluation of Prominent Commercial Malware Detectors

  Bridges, R. A., Weber, B., Beaver, J. M., Smith, J. M., Verma, M. E., Norem, S., Spakes, K., Watson, C., Nichols, J. A., Jewell, B., Iannacone, M. D., Stahl, C. D., Huffer, K. M. T. & Oesch, T. S., 2023, Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J.C.-W. & Agrawal, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1620-1629 10 p. (Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Cybersecurity 100%
  • Malware Detector 100%
  • Detection Statistic 66%
  • Virtual Machine 33%
  • Parallelization 33%

• Analysis of Building Model Forecasts using Autonomous HVAC Optimization System for Residential Neighborhood

  Lebakula, V., Zandi, H., Winstead, C., Tsybina, E., Kuruganti, T. & Hill, J., 2023, 2023 IEEE Energy Conversion Congress and Exposition, ECCE 2023. Institute of Electrical and Electronics Engineers Inc., p. 1218-1224 7 p. (2023 IEEE Energy Conversion Congress and Exposition, ECCE 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Model Building 100%
  • Air Conditioning 100%
  • Predictive Control Model 66%
  • Energy Conservation 33%
  • Measured Data 33%
  3 Scopus citations

• An Interpretable Index of Social Vulnerability to Environmental Hazards

  Tuccillo, J. V., Sep 2023, 12th International Conference on Geographic Information Science, GIScience 2023. Beecham, R., Long, J. A., Smith, D., Zhao, Q. & Wise, S. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 74. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 277).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Interpretability 100%
  • Community Experience 100%
  • Individual Context 100%
  • Model Resolution 100%
  • Population Level 100%
  1 Scopus citations

• Anomaly detection for MPC forecast in Fleet of Water Heaters

  Lebakula, V., Tsybina, E., Amasyali, K., Hill, J., Munk, J. & Zandi, H., 2023, Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023. Arif Wani, M., Boicu, M., Sayed-Mouchaweh, M., Abreu, P. H. & Gama, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 249-256 8 p. (Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Error Correction 100%
  • Anomaly Detection 100%
  • Collected Data 50%
  • Control System 50%
  • Store Energy 50%
  1 Scopus citations

• A Privacy-Aware Federated Learning Framework for Distributed Energy Resource Analytics in Constrained Environments

  Sundararajan, A., Bridges, R. A., Olama, M. & Ferrari, M., 2023, 2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023. Institute of Electrical and Electronics Engineers Inc., p. 155-159 5 p. (2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Learning Framework 100%
  • Constrained Environment 100%
  • Federated Learning 100%
  • Cloud Computing 50%
  • Edge Computing 50%

• ARD, FAIR Earth Observation Principles, Data Fusion: Where are we and where do we need to go?

  Lunga, D., Hansch, R., Verma, U., Pacifici, F., Percivall, G. & Ullo, S. L., 2023, IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1122-1125 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2023-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Artificial Intelligence 100%
  • Data Fusion 100%
  • Best Practice 66%
  • Tools 66%
  • Computer Vision 33%

• Building Alternative Indices of Socioeconomic Status for Population Modeling in Data-Sparse Contexts

  Cunningham, A. R., Tuccillo, J. V. & Frazier, T. J., Sep 2023, 12th International Conference on Geographic Information Science, GIScience 2023. Beecham, R., Long, J. A., Smith, D., Zhao, Q. & Wise, S. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 25. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 277).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Population Modeling 100%
  • Health Survey 100%
  • Correspondence Analysis 80%
  • High Spatial Resolution 20%
  • Clustering 20%

• Building-Level Comparison of Microsoft and Google Open Building Footprints Datasets

  Gonzales, J. J., Sep 2023, 12th International Conference on Geographic Information Science, GIScience 2023. Beecham, R., Long, J. A., Smith, D., Zhao, Q. & Wise, S. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 35. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 277).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Complete Set 100%
  • Open Access 100%
  3 Scopus citations

• Curvilinear Aperture Monopulse

  Story, M., 2023, RadarConf23 - 2023 IEEE Radar Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the IEEE Radar Conference; vol. 2023-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Image Formation 100%
  • Synthetic Aperture Radar 100%
  • Position Information 100%
  • Vertical Position 100%

• Decoding Ethiopian Abodes: Towards Classifying Buildings by Occupancy Type Using Footprint Morphology

  Adams, D. S., Hauser, T. & Moehl, J., 2023, Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023. Arif Wani, M., Boicu, M., Sayed-Mouchaweh, M., Abreu, P. H. & Gama, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 210-217 8 p. (Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Open Source 100%
  • Classification Models 100%
  • Data Source 100%
  • Supervised Learning 100%
  • Traditional Method 100%
  1 Scopus citations

• Evaluating Recursive Blind Forecast Against API and Baseline: A Puerto Rican Case Study on Solar Irradiance for Normal and Extreme Weather

  Sundararajan, A., Olama, M., Ferrari, M., Ollis, B., Massol, A., Liu, G. & Chen, Y., 2023, 2023 IEEE Energy Conversion Congress and Exposition, ECCE 2023. Institute of Electrical and Electronics Engineers Inc., p. 1265-1270 6 p. (2023 IEEE Energy Conversion Congress and Exposition, ECCE 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Recursive 100%
  • Global Horizontal Irradiance 100%
  • Irradiance 100%
  • Regression Tree 100%
  • Case Study 100%
  1 Scopus citations

• Expanding Accurate Person Recognition to New Altitudes and Ranges: The BRIAR Dataset

  Cornett, D., Brogan, J., Barber, N., Aykac, D., Baird, S., Burchfield, N., Dukes, C., Duncan, A., Ferrell, R., Goddard, J., Jager, G., Larson, M., Murphy, B., Johnson, C., Shelley, I., Srinivas, N., Stockwell, B., Thompson, L., Yohe, M. & Zhang, R. & 3 others, Dolvin, S., Santos-Villalobos, H. J. & Bolme, D. S., 2023, Proceedings - 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2023. Institute of Electrical and Electronics Engineers Inc., p. 593-602 10 p. (Proceedings - 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Face Recognition 100%
  • Research and Development 100%
  • Deep Learning Model 50%
  • Biometrics 50%
  • Multimodal Biometric 50%
  27 Scopus citations

• Experimental Evidence on Latency in a Fleet of Controllable Water Heaters

  Tsybina, E., Lebakula, V., Hill, J., Munk, J. & Zandi, H., 2023, 2023 IEEE Green Energy and Smart Systems Conference, IGESSC 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE Green Energy and Smart Systems Conference, IGESSC 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Real Life 100%
  • Demand Response Program 100%
  • Proper Design 100%
  • Gaussians 100%
  • Smart Device 100%

• From Satellites to Fields: Machine Learning Applications for Prediction of Corn Production Using NDVI, Precipitation and Land Surface Temperature for Large Producer Countries

  Nangia, S., Munasinghe, T., Tubbs, H. & Anyamba, A., 2023, Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J.C.-W. & Agrawal, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3479-3488 10 p. (Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Machine Learning 100%
  • Normalized Difference Vegetation Index 100%
  • Land Surface Temperature 100%
  • Iowa 66%
  • Monitoring System 33%

• Impact of Control on Availability and Cycling of Residential HVAC in a Real-World Experiment

  Tsybina, E., Lebakula, V., Hill, J., Munk, J. & Zandi, H., 2023, 2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023. Institute of Electrical and Electronics Engineers Inc., p. 450-454 5 p. (2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Best Practice 100%
  • Experimental Evidence 100%
  • Informed Decision 100%
  • Control Mechanism 100%
  • Collected Data 100%

• Incremental Threshold Scheme Enabled IoT Group Key Management

  Li, M., Hollifield, S. C. & Iannacone, M. D., 2023, 2023 7th Cyber Security in Networking Conference, CSNet 2023. Institute of Electrical and Electronics Engineers Inc., p. 123-129 7 p. (2023 7th Cyber Security in Networking Conference, CSNet 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • group key management 100%
  • threshold scheme 100%
  • Internet-Of-Things 100%
  • Edge Computing 71%
  • Management Framework 42%
  1 Scopus citations

• Integrating Climate Variable Data in Machine Learning Models for Predictive Analytics of Tomato Yields in California

  Zhu, T., Wu, J., Tan, T., Wang, S., Munasinghe, T., Tubbs, H. & Anyamba, A., 2023, Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J.C.-W. & Agrawal, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3538-3546 9 p. (Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Climate Variable 100%
  • Learning System 100%
  • Nitrogen Fertilizer 100%
  • Vegetation Index 100%
  • Neural Network 100%

• Massive Trajectory Data Based on Patterns of Life

  Amiri, H., Ruan, S., Kim, J. S., Jin, H., Kavak, H., Crooks, A., Pfoser, D., Wenk, C. & Zufle, A., Nov 13 2023, 31st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2023. Damiani, M. L., Renz, M., Eldawy, A., Kroger, P. & Nascimento, M. A. (eds.). Association for Computing Machinery, 49. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Trajectory Data 100%
  • Large Data Set 100%
  • Social Network Data 100%
  • Representativeness 100%
  • Mobility Research 100%
  6 Scopus citations

• Modeling of a Networked Community Microgrid with High Solar Penetration Considering Control Dynamics of Inverter-Based Resources

  Li, D., Su, Y., Wang, F., Olama, M., Ferrari, M. & Ollis, B., 2023, 2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023. Institute of Electrical and Electronics Engineers Inc., p. 120-124 5 p. (2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Microgrid 100%
  • Control Dynamics 100%
  • Inverter-Based Resource 100%
  • Power Inverter 25%
  • Transients 12%

• Networked Microgrids for Improved Resilient Operation: A Case Study in Adjuntas Puerto Rico

  Ferrari, M., Olama, M., Sundararajan, A., Chen, Y., Ollis, B., Liu, G. & Arellano, C., 2023, 2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023. Institute of Electrical and Electronics Engineers Inc., p. 150-154 5 p. (2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Hardware-in-the-Loop 100%
  • Case Study 100%
  • Microgrid 100%
  • Data Privacy 33%
  • Loop Simulation 33%
  1 Scopus citations

• Peak Reduction Using Mode Adjustment of Heat Pump Water Heaters in a Residential Neighborhood

  Tsybina, E., Winstead, C., Hill, J., Amasyali, K., Agah, N., Lebakula, V., Munk, J. & Zandi, H., 2023, 2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023. Institute of Electrical and Electronics Engineers Inc., p. 455-459 5 p. (2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Heat Pump Water Heater 100%
  • Setpoints 100%
  • Peak Load 50%
  • Equipment Vendor 50%
  • Hot Water 50%

• Poster: Cognitive Cyber - Dynamic, Adaptive Cyber Defense Systems for Massively Distributed, Autonomous, and Ad-hoc Computing Environments

  Begoli, E., Meyer, E., Moriano, P. & Oesch, S., Jun 27 2023, DEBS 2023 - Proceedings of the 17th ACM International Conference on Distributed and Event-based Systems. Association for Computing Machinery, Inc, p. 177-179 3 p. (DEBS 2023 - Proceedings of the 17th ACM International Conference on Distributed and Event-based Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Computing Environment 100%
  • Edge Computing 25%
  • Dynamic Network 25%
  • Global Network 25%
  • Microsensors 25%

• Poster: StreamToxWatch - Data Poisoning Detector in Distributed, Event-based Environments

  Begoli, E., Jun 27 2023, DEBS 2023 - Proceedings of the 17th ACM International Conference on Distributed and Event-based Systems. Association for Computing Machinery, Inc, p. 182-184 3 p. (DEBS 2023 - Proceedings of the 17th ACM International Conference on Distributed and Event-based Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Signal Detection 100%
  • Streaming System 100%
  • Anomalous Behavior 100%
  • Performance Monitor 100%
  • Learning System 100%
  1 Scopus citations

• Predicting Power Outage During Extreme Weather Events with EAGLE-I and NWS Datasets

  Lee, S., Choi, J., Jung, G., Tabassum, A., Stenvig, N. & Chinthavali, S., 2023, Proceedings - 2023 IEEE 24th International Conference on Information Reuse and Integration for Data Science, IRI 2023. Institute of Electrical and Electronics Engineers Inc., p. 211-212 2 p. (Proceedings - 2023 IEEE 24th International Conference on Information Reuse and Integration for Data Science, IRI 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Power Outage 100%
  • United States of America 100%
  • Machine Learning 100%
  • Thunderstorm 100%
  • Collected Data 25%
  1 Scopus citations

• QVis: A Visual Analytics Tool for Exploring Noise and Errors in Quantum Computing Systems

  Steed, C. A., Chae, J., Dasgupta, S. & Humble, T. S., 2023, Proceedings - 2023 IEEE International Conference on Quantum Computing and Engineering, QCE 2023. Muller, H., Alexev, Y., Delgado, A. & Byrd, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 211-214 4 p. (Proceedings - 2023 IEEE International Conference on Quantum Computing and Engineering, QCE 2023; vol. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Metrics 100%
  • Performance Data 100%
  • Device Performance 100%
  • Preliminary Design 100%
  • Month Period 100%

• Real-Time Model-Adaptive Relaying Applied to Microgrid Protection

  Ferrari, M., Smith, T., Shepard, N., Sundararajan, A., Herron, D., Piesciorovsky, E., Snyder, I., Ollis, B., Hambrick, J., Sticht, C. & Marshall, M., 2023, 2023 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Real-Time Model 100%
  • Microgrid 100%
  • Microgrid Protection 100%
  • Nodes 16%
  • Network Topology 16%
  2 Scopus citations

• Recursive Blind Forecasting of Photovoltaic Generation and Consumer Load for Microgrids

  Sundararajan, A., Olama, M., Ferrari, M., Ollis, B., Chen, Y. & Liu, G., 2023, 2023 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Recursive 100%
  • Microgrid 100%
  • Photovoltaics 100%
  • Real Time 100%
  • Time Series 100%
  3 Scopus citations

• Resilient Microgrid Scheduling Considering Stochastic Chance-constrained Islanding Capability

  Liu, G., Ferrari, M., Ollis, B. & Sundararajan, A., 2023, 2023 IEEE Power and Energy Society General Meeting, PESGM 2023. IEEE Computer Society, (IEEE Power and Energy Society General Meeting; vol. 2023-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Microgrid 100%
  • Scheduling Strategy 33%
  • Test System 16%
  • Distributed Energy Resource 16%
  • Renewable Generation 16%