Kenneth A. Loparo

ORCID

Publication Activity (10 Years)

Years Active: 1983-2024
Publications (10 Years): 61

Top Venues

CoRR

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Smart Grid

ISGT

Publications

Hanieh Agharazi, Marija Prica, Abrez Mondal, Qiang Fu, Vijay Bhavaraju, Ryan D. May, Kevin Fok, Skip Dise, Agata Swierc, Kenneth A. Loparo
Installation and Testing of a Two-Level Model Predictive Control Building Energy Management System. IEEE Trans. Control. Syst. Technol. 32 (2) (2024)
Marc A. Carbone, Amirhossein Sajadi, Jordan M. Murray, Jeffrey T. Csank, Kenneth A. Loparo
Voltage Stability of Spacecraft Electric Power Systems for Deep Space Exploration. IEEE Access 11 (2023)
Jinsong Wang, Kenneth A. Loparo
Evolutionary Deep Nets for Non-Intrusive Load Monitoring. CoRR (2023)
Amirhossein Sajadi, Bri-Mathias S. Hodge, Marc A. Carbone, Panagiotis N. Papadopoulos, Murali Baggu, Kenneth A. Loparo
Introduction to the Special Section on Control and Management of Electric Power Systems With High Shares of Inverter-Based Resources. IEEE Syst. J. 17 (4) (2023)
Marc A. Carbone, Kenneth A. Loparo
Fault Detection and Diagnosis in Spacecraft Electrical Power Systems. J. Aerosp. Inf. Syst. 20 (6) (2023)
Chunguang Chu, Zhen Zhang, Zhenxi Song, Zifan Xu, Jiang Wang, Fei Wang, Wei Liu, Liying Lu, Chen Liu, Xiaodong Zhu, Chris Fietkiewicz, Kenneth A. Loparo
An Enhanced EEG Microstate Recognition Framework Based on Deep Neural Networks: An Application to Parkinson's Disease. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Sergio A. Salinas Monroy, Pan Li, Yuguang Fang, Kenneth A. Loparo
Blockchain-Empowered Distributed Additive Manufacturing-as-a-Service: An Architectural Perspective. IEEE Netw. 37 (5) (2023)
Jinsong Wang, Kenneth A. Loparo
Wind Turbine Gearbox Fault Detection Based on Sparse Filtering and Graph Neural Networks. CoRR (2023)
Shuangming Yang, Jiang Wang, Xinyu Hao, Huiyan Li, Xile Wei, Bin Deng, Kenneth A. Loparo
BiCoSS: Toward Large-Scale Cognition Brain With Multigranular Neuromorphic Architecture. IEEE Trans. Neural Networks Learn. Syst. 33 (7) (2022)
Kuanchuan Wang, Jiang Wang, Yulin Zhu, Huiyan Li, Chen Liu, Chris Fietkiewicz, Kenneth A. Loparo
Adaptive closed-loop control strategy inhibiting pathological basal ganglia oscillations. Biomed. Signal Process. Control. 77 (2022)
Chen Liu, Yutong Yao, Jiang Wang, Huiyan Li, Hao Wu, Kenneth A. Loparo, Chris Fietkiewicz
Oscillation suppression effects of intermittent noisy deep brain stimulation induced by coordinated reset pattern based on a computational model. Biomed. Signal Process. Control. 73 (2022)
Chen Liu, Changsong Zhou, Jiang Wang, Chris Fietkiewicz, Kenneth A. Loparo
Delayed Feedback-Based Suppression of Pathological Oscillations in a Neural Mass Model. IEEE Trans. Cybern. 51 (10) (2021)
Mingxuan Ju, Wei Song, Shiyu Sun, Yanfang Ye, Yujie Fan, Shifu Hou, Kenneth A. Loparo, Liang Zhao
Dr.Emotion: Disentangled Representation Learning for Emotion Analysis on Social Media to Improve Community Resilience in the COVID-19 Era and Beyond. WWW (2021)
Wanchat Theeranaew, Matthew J. Thurtell, Kenneth A. Loparo, Aasef G. Shaikh
Gabapentin and memantine increases randomness of oscillatory waveform in ocular palatal tremor. J. Comput. Neurosci. 49 (3) (2021)
Yanfang Ye, Yujie Fan, Shifu Hou, Yiming Zhang, Yiyue Qian, Shiyu Sun, Qian Peng, Mingxuan Ju, Wei Song, Kenneth A. Loparo
Community Mitigation: A Data-driven System for COVID-19 Risk Assessment in a Hierarchical Manner. CIKM (2020)
Arvind Srivastav, Phong Nguyen, Matthew McConnell, Kenneth A. Loparo, Soumyajit Mandal
A Highly Digital Multiantenna Ground-Penetrating Radar (GPR) System. IEEE Trans. Instrum. Meas. 69 (10) (2020)
Amirhossein Sajadi, Luka Strezoski, Richard M. Kolacinski, Kenneth A. Loparo
Transmission System Planning for Integration of Renewable Electricity Generation Units. CoRR (2020)
Shuangming Yang, Bin Deng, Jiang Wang, Huiyan Li, Meili Lu, Yanqiu Che, Xile Wei, Kenneth A. Loparo
Scalable Digital Neuromorphic Architecture for Large-Scale Biophysically Meaningful Neural Network With Multi-Compartment Neurons. IEEE Trans. Neural Networks Learn. Syst. 31 (1) (2020)
Yanfang Ye, Shifu Hou, Yujie Fan, Yiyue Qian, Yiming Zhang, Shiyu Sun, Qian Peng, Kenneth A. Loparo
α-Satellite: An AI-driven System and Benchmark Datasets for Hierarchical Community-level Risk Assessment to Help Combat COVID-19. CoRR (2020)
Yanfang Ye, Shifu Hou, Yujie Fan, Yiming Zhang, Yiyue Qian, Shiyu Sun, Qian Peng, Mingxuan Ju, Wei Song, Kenneth A. Loparo
$\alpha$-Satellite: An AI-Driven System and Benchmark Datasets for Dynamic COVID-19 Risk Assessment in the United States. IEEE J. Biomed. Health Informatics 24 (10) (2020)
Yinyin Ge, Hongxing Ye, Kenneth A. Loparo
Agent-Based Privacy Preserving Transactive Control for Managing Peak Power Consumption. IEEE Trans. Smart Grid 11 (6) (2020)
Chen Liu, Ge Zhao, Jiang Wang, Hao Wu, Huiyan Li, Chris Fietkiewicz, Kenneth A. Loparo
Neural Network-Based Closed-Loop Deep Brain Stimulation for Modulation of Pathological Oscillation in Parkinson's Disease. IEEE Access 8 (2020)
Yingcheng Sun, Richard M. Kolacinski, Kenneth A. Loparo
Eliminating Search Intent Bias in Learning to Rank. ICSC (2020)
Yingcheng Sun, Fei Guo, Farhad Kaffashi, Frank J. Jacono, Michael DeGeorgia, Kenneth A. Loparo
INSMA: An integrated system for multimodal data acquisition and analysis in the intensive care unit. J. Biomed. Informatics 106 (2020)
Yingcheng Sun, Kenneth A. Loparo, Richard M. Kolacinski
Conversational Structure Aware and Context Sensitive Topic Model for Online Discussions. CoRR (2020)
Jiwei Sun, Wei Lin, Mingguo Hong, Kenneth A. Loparo
Voltage Regulation of DC-Microgrid With PV and Battery. IEEE Trans. Smart Grid 11 (6) (2020)
Yingcheng Sun, Richard M. Kolacinski, Kenneth A. Loparo
Eliminating Search Intent Bias in Learning to Rank. CoRR (2020)
Chen Liu, Changsong Zhou, Jiang Wang, Chris Fietkiewicz, Kenneth A. Loparo
The role of coupling connections in a model of the cortico-basal ganglia-thalamocortical neural loop for the generation of beta oscillations. Neural Networks 123 (2020)
Yingcheng Sun, Kenneth A. Loparo
Context Aware Image Annotation in Active Learning. CoRR (2020)
Yingcheng Sun, Kenneth A. Loparo, Richard M. Kolacinski
Conversational Structure Aware and Context Sensitive Topic Model for Online Discussions. ICSC (2020)
Yingcheng Sun, Richard M. Kolacinski, Kenneth A. Loparo
Transitive Topic Modeling with Conversational Structure Context: Discovering Topics that are Most Popular in Online Discussions. Int. J. Semantic Comput. 14 (2) (2020)
Yingcheng Sun, Kenneth A. Loparo
Opinion Spam Detection Based on Heterogeneous Information Network. ICTAI (2019)
Yingcheng Sun, Kenneth A. Loparo
Information Extraction from Free Text in Clinical Trials with Knowledge-Based Distant Supervision. COMPSAC (1) (2019)
Yingcheng Sun, Kenneth A. Loparo
Context Aware Image Annotation in Active Learning with Batch Mode. COMPSAC (1) (2019)
Shuangming Yang, Bin Deng, Jiang Wang, Chen Liu, Huiyan Li, Qianjin Lin, Chris Fietkiewicz, Kenneth A. Loparo
Design of Hidden-Property-Based Variable Universe Fuzzy Control for Movement Disorders and Its Efficient Reconfigurable Implementation. IEEE Trans. Fuzzy Syst. 27 (2) (2019)
Chen Liu, Jiang Wang, Bin Deng, Huiyan Li, Chris Fietkiewicz, Kenneth A. Loparo
Noise-Induced Improvement of the Parkinsonian State: A Computational Study. IEEE Trans. Cybern. 49 (10) (2019)
Shuang Zhao, Kenneth A. Loparo
Forward and backward extended Prony method for complex exponential signals with/without additive noise. Digit. Signal Process. 86 (2019)
Yingcheng Sun, Kenneth A. Loparo
Topic Shift Detection in Online Discussions using Structural Context. COMPSAC (1) (2019)
Yingcheng Sun, Kenneth A. Loparo
Context Aware Image Annotation in Multiple-Instance Active Learning. ICDM (2019)
Yingcheng Sun, Xiangru Liang, Kenneth A. Loparo
A Common Gene Expression Signature Analysis Method for Multiple Types of Cancer. ICDM (Posters) (2019)
Shuangming Yang, Jiang Wang, Bin Deng, Chen Liu, Huiyan Li, Chris Fietkiewicz, Kenneth A. Loparo
Real-Time Neuromorphic System for Large-Scale Conductance-Based Spiking Neural Networks. IEEE Trans. Cybern. 49 (7) (2019)
Yingcheng Sun, Kenneth A. Loparo
Knowledge-guided Text Structuring in Clinical Trials. CoRR (2019)
Amirhossein Sajadi, Shuang Zhao, Kara Clark, Kenneth A. Loparo
Small-Signal Stability Analysis of Large-Scale Power Systems in Response to Variability of Offshore Wind Power Plants. IEEE Syst. J. 13 (3) (2019)
Yingcheng Sun, Kenneth A. Loparo
A Clicked-URL Feature for Transactional Query Identification. COMPSAC (1) (2019)
Yingcheng Sun, Kenneth A. Loparo
Knowledge-guided Text Structuring in Clinical Trials. ICDM (Posters) (2019)
Hanieh Agharazi, Richard M. Kolacinski, Wanchat Theeranaew, Kenneth A. Loparo
A swarm intelligence-based approach to anomaly detection of dynamic systems. Swarm Evol. Comput. 44 (2019)
Amirhossein Sajadi, Kenneth A. Loparo, Luksaz Roslaniec, Marisuz Klos
Power Sharing Based Control of Hybrid Wind-Diesel Standalone Systems. EUROCON (2019)
Huiying Zhao, Mingguo Hong, Wei Lin, Kenneth A. Loparo
Voltage and Frequency Regulation of Microgrid With Battery Energy Storage Systems. IEEE Trans. Smart Grid 10 (1) (2019)
Yingcheng Sun, XiaoShu Cai, Kenneth A. Loparo
Learning - based Adaptation Framework for Elastic Software Systems. SEKE (2019)
Wanchat Theeranaew, James McDonald, Bilal Zonjy, Farhad Kaffashi, Brian D. Moseley, Daniel Friedman, Elson So, James Tao, Maromi Nei, Philippe Ryvlin, Rainer Surges, Roland Thijs, Stephan Schuele, Samden D. Lhatoo, Kenneth A. Loparo
Automated Detection of Postictal Generalized EEG Suppression. IEEE Trans. Biomed. Eng. 65 (2) (2018)
Chen Liu, Jiang Wang, Huiyan Li, Chris Fietkiewicz, Kenneth A. Loparo
Modeling and Analysis of Beta Oscillations in the Basal Ganglia. IEEE Trans. Neural Networks Learn. Syst. 29 (5) (2018)
Chen Liu, Yulin Zhu, Fei Liu, Jiang Wang, Huiyan Li, Bin Deng, Chris Fietkiewicz, Kenneth A. Loparo
Neural mass models describing possible origin of the excessive beta oscillations correlated with Parkinsonian state. Neural Networks 88 (2017)
Xuhui Chen, Jinlong Ji, Kenneth A. Loparo, Pan Li
Real-time personalized cardiac arrhythmia detection and diagnosis: A cloud computing architecture. BHI (2017)
Chen Liu, Jiang Wang, Huiyan Li, Meili Lu, Bin Deng, Haitao Yu, Xile Wei, Chris Fietkiewicz, Kenneth A. Loparo
Closed-Loop Modulation of the Pathological Disorders of the Basal Ganglia Network. IEEE Trans. Neural Networks Learn. Syst. 28 (2) (2017)
Benjamin Vandendriessche, Mustafa Abas, Thomas E. Dick, Kenneth A. Loparo, Frank J. Jacono
A Framework for Patient State Tracking by Classifying Multiscalar Physiologic Waveform Features. IEEE Trans. Biomed. Eng. 64 (12) (2017)
Weixian Liao, Sergio Salinas, Ming Li, Pan Li, Kenneth A. Loparo
Cascading Failure Attacks in the Power System: A Stochastic Game Perspective. IEEE Internet Things J. 4 (6) (2017)
Andrew W. Eckford, Kenneth A. Loparo, Peter J. Thomas
Finite-state channel models for signal transduction in neural systems. ICASSP (2016)
Mingguo Hong, Xiangyang Yu, Nanpeng Yu, Kenneth A. Loparo
An Energy Scheduling Algorithm Supporting Power Quality Management in Commercial Building Microgrids. IEEE Trans. Smart Grid 7 (2) (2016)
Andrew W. Eckford, Kenneth A. Loparo, Peter J. Thomas
Finite-State Channel Models for Signal Transduction in Neural Systems. CoRR (2016)
Satya S. Sahoo, Annan Wei, Joshua Valdez, Li Wang, Bilal Zonjy, Curtis Tatsuoka, Kenneth A. Loparo, Samden D. Lhatoo
NeuroPigPen: A Scalable Toolkit for Processing Electrophysiological Signal Data in Neuroscience Applications Using Apache Pig. Frontiers Neuroinformatics 10 (2016)
Anurak Thungtong, Mark S. Scher, Kenneth A. Loparo
Neurodevelopment in newborns as quantified by synchronization in the Electroencephalogram. CIBCB (2016)
Amirhossein Sajadi, Richard M. Kolacinski, Kenneth A. Loparo
Impact of wind turbine generator type in large-scale offshore wind farms on voltage regulation in distribution feeders. ISGT (2015)
Chen Liu, Jiang Wang, Haitao Yu, Bin Deng, Xile Wei, Huiyan Li, Kenneth A. Loparo, Chris Fietkiewicz
Dynamical analysis of Parkinsonian state emulated by hybrid Izhikevich neuron models. Commun. Nonlinear Sci. Numer. Simul. 28 (Issues) (2015)
Nanpeng Yu, Sunil Shah, Raymond Johnson, Robert Sherick, Mingguo Hong, Kenneth A. Loparo
Big data analytics in power distribution systems. ISGT (2015)
Fei Ding, Kenneth A. Loparo
Dynamic modeling and stability analysis of grid-connected and autonomous distributed generation system. ISGT (2015)
Catherine P. Jayapandian, Wei Wang, Michael G. Morrical, Dennis A. Dean, Shiqiang Tao, Daniel R. Mobley, Matthew Kim, Michael Rueschman, Kenneth A. Loparo, Susan Redline, Guo-Qiang Zhang
RREV: Reconfigurable Rendering Engine for visualization of clinically annotated polysomnograms. BIBM (2015)
Hassan Mohammadi-Abdar, Angela L. Ridgel, Fred D. Discenzo, Kenneth A. Loparo
Modeling and simulation of power sharing and interaction between riders on a tandem bicycle. CDC (2014)
Amirhossein Sajadi, W. Maslak, B. Zielinski, Kenneth A. Loparo
Smart homes in Poland: Challenges and opportunities. ISGT (2014)
Satya Sanket Sahoo, Catherine P. Jayapandian, Gaurav Garg, Farhad Kaffashi, Stephanie Chung, Alireza Bozorgi, Chien-Hung Chen, Kenneth A. Loparo, Samden D. Lhatoo, Guo-Qiang Zhang
' using cloud computing for epilepsy clinical research. J. Am. Medical Informatics Assoc. 21 (2) (2014)
Suparerk Janjarasjitt, Kenneth A. Loparo
Examination of scale-invariant characteristics of epileptic electroencephalograms using wavelet-based analysis. Comput. Electr. Eng. 40 (5) (2014)
Mehdi Bagheri Hamaneh, Numthip Chitravas, Kitti Kaiboriboon, Samden D. Lhatoo, Kenneth A. Loparo
Automated Removal of EKG Artifact From EEG Data Using Independent Component Analysis and Continuous Wavelet Transformation. IEEE Trans. Biomed. Eng. 61 (6) (2014)
Catherine P. Jayapandian, Annan Wei, Priya Ramesh, Bilal Zonjy, Samden D. Lhatoo, Kenneth A. Loparo, Guo-Qiang Zhang, Satya S. Sahoo
A scalable neuroinformatics data flow for electrophysiological signals using MapReduce. Frontiers Neuroinformatics 9 (2014)
Muhammad Farrukh Yaqub, Iqbal Gondal, Joarder Kamruzzaman, Kenneth A. Loparo
Abrasion Modeling of Multiple-Point Defect Dynamics for Machine Condition Monitoring. IEEE Trans. Reliab. 62 (1) (2013)
Matthew R. Kirsch, Ken Monahan, Jia Weng, Susan Redline, Kenneth A. Loparo
Entropy-Based Measures for Quantifying Sleep-Stage Transition Dynamics: Relationship to Sleep Fragmentation and Daytime Sleepiness. IEEE Trans. Biomed. Eng. 59 (3) (2012)
Alexandra Piryatinska, Wojbor A. Woyczynski, Mark S. Scher, Kenneth A. Loparo
Optimal channel selection for analysis of EEG-sleep patterns of neonates. Comput. Methods Programs Biomed. 106 (1) (2012)
Francisco P. Maturana, Rohan Ambre, Raymond J. Staron, Dan L. Carnahan, Kenneth A. Loparo
Simulation-based environment for modeling distributed agents for smart grid energy management. ETFA (2011)
Evren Gurkan-Cavusoglu, Jane E. Schupp, Timothy J. Kinsella, Kenneth A. Loparo
Analysis of cell cycle dynamics using probabilistic cell cycle models. EMBC (2011)
Peter Kascak, Ralph Jansen, Timothy Dever, Aleksr Nagorny, Kenneth A. Loparo
Bearingless Five-Axis Rotor Levitation with Two Pole Pair Separated Conical Motors. IAS (2009)
Alexandra Piryatinska, György Terdik, Wojbor A. Woyczynski, Kenneth A. Loparo, Mark S. Scher, Anatoly Zlotnik
Automated detection of neonate EEG sleep stages. Comput. Methods Programs Biomed. 95 (1) (2009)
Suparerk Janjarasjitt, Mark S. Scher, Kenneth A. Loparo
Investigation of Neonatal EEG Time Series Using a Modified Nonlinear Dynamical Analysis. ICONIP (2) (2009)
Radina P. Soebiyanto, Sree N. Sreenath, Cheng-Kui Qu, Kenneth A. Loparo, Kevin D. Bunting
Complex systems biology approach to understanding coordination of JAK-STAT signaling. Biosyst. 90 (3) (2007)
George F. Takla, Bala G. Nair, Kenneth A. Loparo
Matching a Wavelet to ECG Signal. EMBC (2006)
José Luis Rodríguez, Kenneth A. Loparo
Modeling and identification of pH processes. ACC (2004)
Amit K. Sinha, William J. Richoux, Kenneth A. Loparo
A system theoretic state description for temporal transitions in the electroencephalogram data of severe epileptic patients. CDC (2004)
Hossam A. Abdel Fattah, Kenneth A. Loparo
Passivity-based torque and flux tracking for induction motors with magnetic saturation. Autom. 39 (12) (2003)
Yuguang Fang, Kenneth A. Loparo
Stabilization of continuous-time jump linear systems. IEEE Trans. Autom. Control. 47 (10) (2002)
Yuguang Fang, Kenneth A. Loparo
On the relationship between the sample path and moment lyapunov exponents for jump linear systems. IEEE Trans. Autom. Control. 47 (9) (2002)
Yuguang Fang, Kenneth A. Loparo
Stochastic stability of jump linear systems. IEEE Trans. Autom. Control. 47 (7) (2002)
José Luis Rodríguez, Kenneth A. Loparo
A minimal description for pH processes. CDC (2001)
Hossam A. Abdel Fattah, Kenneth A. Loparo
Speed control of electrical machines: unknown load torque case. IEEE Trans. Autom. Control. 46 (12) (2001)
Hasan Ocak, Kenneth A. Loparo
A new bearing fault detection and diagnosis scheme based on hidden Markov modeling of vibration signals. ICASSP (2001)
Kenneth A. Loparo, Maurice L. Adams, Wei Lin, M. Farouk Abdel-Magied, Nadar Afshari
Fault detection and diagnosis of rotating machinery. IEEE Trans. Ind. Electron. 47 (5) (2000)
Hossam A. Abdel Fattah, Kenneth A. Loparo
Passivity-based torque and flux tracking for induction motors with magnetic saturation. ACC (2000)
M. Farouk Abdel-Magied, Kenneth A. Loparo
A novel approach to the linearization of motor-driven valves in process control systems. ACC (2000)
Kenneth A. Loparo, Nadar Afshari, M. Farouk Abdel-Magied
Fault detection and diagnosis in rotating machinery. SMC (1998)
Yunosuke Maki, Kenneth A. Loparo
A neural-network approach to fault detection and diagnosis in industrial processes. IEEE Trans. Control. Syst. Technol. 5 (6) (1997)
Xiangbo Feng, Kenneth A. Loparo
Active probing for information in control systems with quantized state measurements: a minimum entropy approach. IEEE Trans. Autom. Control. 42 (2) (1997)
Yuguang Fang, Kenneth A. Loparo, Xiangbo Feng
New estimates for solutions of Lyapunov equations. IEEE Trans. Autom. Control. 42 (3) (1997)
Xiangbo Feng, Kenneth A. Loparo, Yuguang Fang
Optimal state estimation for stochastic systems: an information theoretic approach. IEEE Trans. Autom. Control. 42 (6) (1997)
Alireza Haji-Valizadeh, Kenneth A. Loparo
Minimizing the cardinality of an events set for supervisors of discrete-event dynamical systems. IEEE Trans. Autom. Control. 41 (11) (1996)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kenneth A. Loparo