selected publications
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academic article
- Building Energy Management Systems The Age of Intelligent and Adaptive Buildings. IEEE Industrial Electronics Magazine. 10:24-38. 2016
- Autonomic Intelligent Cyber-Sensor to Support Industrial Control Network Awareness. IEEE Transactions on Industrial Informatics. 10:1647-1658. 2014
- Cyber-Physical System Security With Deceptive Virtual Hosts for Industrial Control Networks. IEEE Transactions on Industrial Informatics. 10:1337-1347. 2014
- Mining Building Energy Management System Data Using Fuzzy Anomaly Detection and Linguistic Descriptions. IEEE Transactions on Industrial Informatics. 10:1829-1840. 2014
- Adaptive Control Parameters for Dispersal of Multi-Agent Mobile Ad Hoc Network (MANET) Swarms. IEEE Transactions on Industrial Informatics. 9:1900-1911. 2013
- Wireless Sensor Network Configuration-Part I: Mesh Simplification for Centralized Algorithms. IEEE Transactions on Industrial Informatics. 9:1717-1727. 2013
- Wireless Sensor Network Configuration-Part II: Adaptive Coverage for Decentralized Algorithms. IEEE Transactions on Industrial Informatics. 9:1728-1738. 2013
- General Type-2 Fuzzy C-Means Algorithm for Uncertain Fuzzy Clustering. IEEE Transactions on Fuzzy Systems. 20:883-897. 2012
- Monotone Centroid Flow Algorithm for Type Reduction of General Type-2 Fuzzy Sets. IEEE Transactions on Fuzzy Systems. 20:805-819. 2012
- FuSnap: Fuzzy Control of Logical Volume Snapshot Replication for Disk Arrays. IEEE Transactions on Industrial Electronics. 58:4436-4444. 2011
- Extended Virtual Spring Mesh (EVSM): The Distributed Self-Organizing Mobile Ad Hoc Network for Area Exploration. IEEE Transactions on Industrial Electronics. 58:5424-5437. 2011
- Fuzzy Force-Feedback Augmentation for Manual Control of Multirobot System. IEEE Transactions on Industrial Electronics. 58:3213-3220. 2011
- Interval Type-2 fuzzy voter design for fault tolerant systems. Information Sciences. 181:2933-2950. 2011
- Online Spatio-Temporal Risk Assessment for Intelligent Transportation Systems. IEEE Transactions on Intelligent Transportation System. 12:194-200. 2011
- Optimal artificial neural network architecture selection for performance prediction of compact heat exchanger with the EBaLM-OTR technique. Nuclear Engineering and Design. 241:2549-2557. 2011
- Self-Organizing Fuzzy Haptic Teleoperation of Mobile Robot Using Sparse Sonar Data. IEEE Transactions on Industrial Electronics. 58:3187-3195. 2011
- Uncertainty-Robust Design of Interval Type-2 Fuzzy Logic Controller for Delta Parallel Robot. IEEE Transactions on Industrial Informatics. 7:661-670. 2011
- EBaLM-THP - A neural network thermohydraulic prediction model of advanced nuclear system components. Nuclear Engineering and Design. 239:308-319. 2009
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conference paper
- Cyber and Physical Anomaly Detection in Smart-Grids. 2019 Resilience Week (RWS). 2020
- Multi-use High-Technology Testbed. Human System Interaction Conference. 2016
- Shadowed Type-2 Fuzzy Logic Systems. 2013 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems. 15-22. 2013
- Human Machine Interaction via Brain Activity Monitoring. 2013 6th International Conference on Human System Interactions. 103-109. 2013
- Multi-Criteria Based Staging of Optimal PMU Placement using Fuzzy Weighted Average. 2013 IEEE International Symposium on Industrial Electronics (isie). 2013
- Information Gain Based Dimensionality Selection for Classifying Text Documents. 2013 IEEE Congress on Evolutionary Computation (CEC). 440-445. 2013
- Improving Vehicle Fleet Fuel Economy via Learning Fuel-Efficient Driving Behaviors. 2012 5th International Conference on Human System Interactions. 137-143. 2013
- Mining Bug Databases for Unidentified Software Vulnerabilities. 2012 5th International Conference on Human System Interactions. 89-96. 2013
- Iterative Learning Heuristic Dynamic Programming (ILHDP) design of a Steam Power Plant Controller. 38th Annual Conference on IEEE Industrial Electronics Society. 1362-1367. 2012
- On the Accuracy of Input-Output Uncertainty Modeling with Interval Type-2 Fuzzy Logic Systems. 2012 IEEE International Conference on Fuzzy Systems. 2012
- Shadowed Type-2 Fuzzy Sets - Type-2 Fuzzy Sets with Shadowed Secondary Membership Functions. 2012 IEEE International Conference on Fuzzy Systems. 2012
- The Adaptive Critic Learning Agent (ACLA) Algorithm: Towards Problem Independent Neural Network based Optimizers. 2012 International Joint Conference on Neural Networks (IJCNN). 2012
- Visual, Linguistic Data Mining Using Self-Organizing Maps. 2012 International Joint Conference on Neural Networks (IJCNN). 2012
- A Direct Utility Adaptive Critic (DUAC) algorithm for power plant load management. 2012 IEEE International Symposium on Industrial Electronics (ISIE). 786-791. 2012
- COMPUTATIONAL INTELLIGENCE AS A TOOL FOR SMALL MODULAR REACTORS. ASME 2011 Small Modular Reactors Symposium. 299-310. 2012
- CAVE-SOM: Immersive Visual Data Mining Using 3D Self-Organizing Maps. 2011 International Joint Conference on Neural Networks. 2471-2478. 2011
- Centroid Density of Interval Type-2 Fuzzy Sets: Comparing Stochastic and Deterministic Defuzzification. 2011 IEEE International Conference on Fuzzy Systems. 1560-1567. 2011
- Neural Network Architecture Selection Analysis With Application to Cryptography Location. 2010 International Joint Conference on Neural Networks (IJCNN). 2010
- Importance Sampling Based Defuzzification for General Type-2 Fuzzy Sets. 2010 IEEE International Conference on Fuzzy Systems. 2010
- Contextual Data Rule Generation For Autonomous Vehicle Control. Innovations and Advances in Computer Sciences and Engineering. 123-128. 2010
- Implementing an Intelligent Error Back Propagation (EBP) Relay in PSCAD (TM)/EMTDC 4.2.1. 2008 40th North American Power Symposium. 428-433. 2009
- Intelligent Neural Network Implementation for SOCI Development of Li/CFx Batteries. 2009 2nd International Symposium on Resilient Control Systems (isrcs 2009). 48-53. 2009
- A Comparative Study of Lithium Poly-Carbon Monoflouride (Li/CF(x)) and Lithium Iron Phosphate (LiFePO(4)) Battery Chemistries for State of Charge Indicator Design. 2009 IEEE International Symposium on Industrial Electronics (ISIE). 1989-1992. 2009
- SVM-Inspired Dynamic Safe Navigation Using Convex Hull Construction. 2009 4th IEEE Conference on Industrial Electronics and Applications (ICIEA). 992-997. 2009
- Adaptive Behavioral Control of Collaborative Robots in Hazardous Environments. 2009 2nd Conference on Human System Interactions. 7-12. 2009
- Fuzzy Manual Control of Multi-Robot System with Built-In Swarm Behavior. 2009 2nd Conference on Human System Interactions. 1-6. 2009
- Optical Fuzzy Logic for Low-Power Satellite Controller. 34th Annual Conference of IEEE Industrial Electronics. 2647-2654. 2009
- Line-of-sight tracking based upon modern heuristics approach. 3rd IEEE Conference on Industrial Electronics and Applications, 2008. 40-45. 2008
- Contextual Fuzzy Type-2 Hierarchies for Decision Trees (CoFuH-DT) - An Accelerated Data Mining Technique. 2008 Conference on Human System Interactions. 705-710. 2008
- Descending Deviation Optimization Techniques For Scheduling Problems. 2008 IEEE International Conference on Emerging Technologies and Factory Automation, Proceedings. 257-260. 2008
- ANN relays used to determine fault locations on shipboard electrical distribution systems. 2007 39th North American Power Symposium. 143-147. 2007
- Robust neural network training using partial gradient probing. 2003 IEEE International Conference on Industrial Informatics (INDIN) . 175-180. 2004
- Towards the robustness in neural network training. 28th Annual Conference of the IEEE Industrial Electronics Society, 2002. 1768-1771. 2003
- Internet based neural network Online simulation tool. 28th Annual Conference of the IEEE Industrial Electronics Society, 2002. 2870-2874. 2003
- Multilevel logic multiplier using VLSI neural network. 2003 IEEE International Conference on Industrial Technology. 327-332. 2003
- Random weights search in compressed neural networks using overdetermined pseudoinverse. 2003 IEEE International Symposium on Industrial Electronics. 678-683. 2003
- Fuzzy preference approach for computer network attack detection. 2001 International Joint Conference on Neural Networks (IJCNN). 1345-1349. 2002
- Robust algorithm for neural network training. 2002 International Joint Conference on Neural Networks (IJCNN). 1528-1533. 2002
- Towards the attack signatures' comparison in survivable computer networks. 27th Annual Conference of the IEEE Industrial Electronics Society, 2001. 2017-2021. 2002
- Towards the fault tolerant software: Fuzzy extension of crisp equivalence voters. 27th Annual Conference of the IEEE Industrial Electronics Society, 2001. 84-89. 2002