Journal Publications

(To find articles using DOI, type http://dx.doi.org/DOI_Number)

Xiaoqiang Yan, Yangdong Ye, Xueying Qiu, Milos Manic, Hui Yu, "CMIB: Unsupervised Image Object Categorization in Multiple Visual Contexts" in IEEE Transactions on Industrial Informatics 2019 ( Early Access ). PDF, DOI: doi: 10.1109/TII.2019.2939278

Alfonso Damiano, Craig Rieger, Valeriy Vyatkin, Milos Manic, "Resilience in Energy Industries—Recent Advances, Open Challenges, and Future Directions" in IEEE Transactions on Industrial Informatics 2019 ( Early Access ). PDF, DOI: doi: 10.1109/TII.2019.2918383

Daniel Marino, Milos Manic, "Modeling and Planning under Uncertainty using Deep Neural Networks" in IEEE Transactions on Industrial Informatics 2019 ( Early Access ). PDF, DOI: doi: 10.1109/TII.2019.2917520

Bishnu P. Bhattarai, Sumit Paudyal, Yusheng Luo, Manish Mohanpurkar, Kwok Cheung, Reinaldo Tonkoski, Rob Hovsapian, Kurt S. Myers, Rui Zhang, Power Zhao, Milos Manic, Song Zhang, Xiaping Zhang , "Big Data Analytics in Smart Grids: State-of-the-Art, Challenges, Opportunities, and Future Directions" in IET Research Journal. PDF DOI: doi: 10.1049/iet-stg.2018.0261

Chathurika S. Wickramasinghe, Kasun Amarasinghe, Milos Manic, "Deep Self-Organizing Maps for Unsupervised Image Classification" in IEEE Transactions on Industrial Informatics 2019 ( Early Access ). PDF, DOI: doi: 10.1109/TII.2019.2906083

Deepak Kumbhare, Viktoras Palys, Jamie Toms, Chathurika Wickramasinghe, Kasun Amarasinghe, Milos Manic, Evan Hughes, Kathryn Lois Holloway, "Nucleus Basalis of Meynert stimulation for dementia: Theoretical and Technical considerations" in Frontiers in Neuroscience 2018, vol. 12, pp.614. PDF, DOI: doi: 10.3389/fnins.2018.00614

R. Fernandez Molanes, K. Amarasinghe, J. Rodriguez-Andina and M. Manic, "Deep Learning and Reconfigurable Platforms in the Internet of Things: Challenges and Opportunities in Algorithms and Hardware," in IEEE Industrial Electronics Magazine, vol. 12, no. 2, pp. 36-49, June 2018.PDF, DOI: doi: 10.1109/MIE.2018.2824843

P. Tsvetkov, A. Cardenas, M. Manic, and J. Wilhelm, "Protection via cyber security event analysis framework using full-scope plant simulator capabilities" in Transactions of the American Nuclear Society, 2017. PDF

S. R Pouri, M. Manic, S. Phongikaroon, "SD2017_A novel framework for intelligent signal detection via artificial neural" in Annals of Nuclear energy, Elsevier(2018) (Accepted on Sep. 1, 2017). PDF, DOI: 10.1109/MIE.2016.2615575

M. D. Valdes Pena, J. J. Rodriguez-Andina, M. Manic, "The Internet of Things: The Role of Reconfigurable Platforms" in IEEE Industrial Electronics Magazine, Vol. 11, Issue 3, pp.6-19, Sep. 21, 2017.PDF, DOI: 10.1109/MIE.2017.2724579

M. Manic, K. Amarasinghe, J. J. Rodriguez-Andina, C. Rieger, " Intelligent Buildings of the Future: Cyberaware, Deep Learning Powered, and Human Interacting" in IEEE Industrial Electronics Magazine, vol. 10, no. 4, pp. 32-49, Dec. 2016. DOI: (IF 5.30 from Oct. 2016) PDF, DOI: 10.1109/MIE.2016.2615575

G. Navarro, D. K. Umberger, M. Manic, " VD-IT2: Virtual Disk Cloning on Disk Arrays using a Type-2 Fuzzy Controller," in IEEE Transactions on Fuzzy Systems, vol. XX, no. 1, pp. xx-xx, Fall 2016., DOI: 10.1109/TFUZZ.2016.2633371 (IF 6.306 from Oct. 2016)

M. Manic, D. Wijayasekara, K. Amarasinghe and J. J. Rodriguez-Andina, "Building Energy Management Systems: The Age of Intelligent and Adaptive Buildings," in IEEE Industrial Electronics Magazine, vol. 10, no. 1, pp. 25-39, Spring 2016. PDF, DOI: 10.1109/MIE.2015.2513749

K. Derr, M. Manic, "Wireless Sensor Networks - Node Localization for Various Industry Problems," in IEEE Transactions on Industrial Informatics, vol. 11, no. 3, pp. 752-762, Jan. 2015. PDF, DOI: 10.1109/TII.2015.2396007

D. Wijayasekara, O. Linda, M. Manic, C. Rieger, "FN-DFE: Fuzzy-Neural Data Fusion Engine for Enhanced Resilient State-Awareness of Hybrid Energy Systems," in IEEE Transactions on Cybernetics, vol. 44, no. 11, pp. 2168-2267, Nov. 2014. PDF, DOI: 10.1109/TCYB.2014.23238913

D. Wijayasekara, O. Linda, M. Manic, C. Rieger, "Mining Building Energy Management System Data Using Fuzzy Anomaly Detection and Linguistic Descriptions," in IEEE Transactions on Industrial Informatics, vol. 10, no. 3, pp. 1829-1840, 03 June 2014. PDF, DOI: 10.1109/TII.2014.2328291

T. Vollmer, M. Manic, O. Linda, "Autonomic Intelligent Cyber Sensor to Support Industrial Control Network Awareness," in IEEE Transactions on Industrial Informatics, vol. 10, no. 2, pp. 1647-1658, May 2014. PDF DOI: 10.1109/TII.2013.2270373

T. Vollmer, M. Manic, "Cyber-Physical System Security with Deceptive Virtual Hosts for Industrial Control Networks," in IEEE Transactions on Industrial Informatics, vol. 10, no. 2, pp. 1337-1347, May 2014. PDF, DOI: 10.1109/TII.2014.2304633

K. Derr, M. Manic, "Adaptive Control Parameters for Dispersal of Multi-Agent Mobile Ad Hoc Network (MANET) Swarms," in IEEE Transactions on Industrial Informatics, vol. 9, no. 4, pp. 1900-1911, Nov. 2013. Abstract, PDF DOI: 10.1109/TII.2012.2228870

K. Derr, M. Manic, "Wireless Sensor Network Configuration, Part II: Adaptive Coverage for Decentralized Algorithms," in IEEE Transactions on Industrial Informatics, vol. 9, no. 3, pp. 1728-1738, Aug. 2013. PDF DOI: 10.1109/TII.2013.2245907

K. Derr, M. Manic, "Wireless Sensor Network Configuration, Part I: Mesh Simplification for Centralized Algorithms," in IEEE Transactions on Industrial Informatics, vol. 9, no. 3, pp. 1717-1727, Aug. 2013. PDF DOI: 10.1109/TII.2013.2245906

C. Cobos, M. Mendoza, E. Leon, M. Manic, E. Herrera-Viedma, "TopicSearch - Personalized Web Clustering Engine Using Semantic Query Expansion, Memetic Algorithms and Intelligent Agents," in Polibits vol. 47, pp. 33-46, Jan. 2013. PDF

O. Linda, M. Manic, "General Type-2 Fuzzy C-Means Algorithm for Uncertain Fuzzy Clustering," in IEEE Transaction on Fuzzy Systems, vol. 20, no. 5, pp. 883-897, Oct. 2012. Abstract, PDF DOI: 10.1109/TFUZZ.2012.2187453

O. Linda, M. Manic, "Monotone Centroid Flow Algorithm for Type-Reduction of General Type-2 Fuzzy Sets," in IEEE Transaction on Fuzzy Systems, vol. 20, no. 5, pp. 805-819, Oct. 2012. Abstract, PDF DOI: 10.1109/TFUZZ.2012.2185502

K. Derr, M. Manic, "Extended Virtual Spring Mesh (EVSM): The Distributed Self Organizing Mobile Ad Hoc Network for Area Exploration," in IEEE Trans. on Industrial Electronics, vol. 58, no. 12, pp. 5424-5437, Dec. 2011. Abstract, PDF, Project DOI: 10.1109/TIE.2011.2130492

O. Linda, M. Manic, "Uncertainty-Robust Design of Interval Type-2 Fuzzy Logic Controller for Delta Parallel Robot," in IEEE Transaction on Industrial Informatics, vol. 7, no. 4, pp. 661-671, Nov. 2011. Abstract, PDF DOI: 10.1109/TII.2011.2166786

G. Navarro, M. Manic, "FuSnap: Fuzzy Control of Logical Volume Snapshot Replication for Disk Arrays," in IEEE Trans. on Industrial Electronics, vol. 58, no. 9, pp. 4436-4444, Sep. 2011. Abstract, PDF, DOI: 10.1109/TIE.2010.2103531

O. Linda, M. Manic, "Fuzzy Force-Feedback Augmentation for Manual Control of Multi-Robot System," in IEEE Trans. on Industrial Electronics, vol. 58, no. 8, pp. 3213-3220, Aug. 2011. Abstract, PDF DOI: 10.1109/TIE.2010.2068532

O. Linda, M. Manic, "Self-Organizing Fuzzy Haptic Teleoperation of Mobile Robot Using Sparse Sonar Data," in IEEE Trans. on Industrial Electronics, vol. 58, no. 8, pp. 3187-3195, Aug. 2011. Abstract, PDF, DOI: 10.1109/TIE.2009.2037649

D. Wijayasekara, M. Manic, P. Sabharwall, V. Utgikar, "Optimal artificial neural network architecture selection for performance prediction of compact heat exchanger with the EBaLM-OTR technique," in Nuclear Engineering and Design, vol. 241, no. 7, pp. 2549–2557, July 2011. Abstract, PDF, DOI: 10.1016/j.nucengdes.2011.04.045

O. Linda, M. Manic, "Interval Type-2 fuzzy voter design for fault tolerant systems," in Information Sciences, vol. 181, no. 14, pp. 2933-2950, July 2011. Abstract, PDF, DOI: 10.1016/j.ins.2011.03.008

O. Linda, M. Manic, "Online Spatio-Temporal Risk Assessment for Intelligent Transportation Systems," in IEEE Trans. on Intelligent Transportation Systems, vol. 12, no. 1, pp. 194-200, March 2011. Abstract, PDF, Project DOI: 10.1109/TITS.2010.2076807

A. Ridluan, M. Manic, A. Tokuhiro, "EBaLM-THP-a neural network thermohydraulic prediction model of advanced nuclear system components," in Nuclear Engineering and Design, vol. 239, no. 2, pp. 308-319, Feb. 2009. PDF, DOI: 10.1016/j.nucengdes.2008.10.027

R. Hiromoto, M. Manic, "Information-Based Algorithmic Design of a Neural Network Classifier," International Journal of Computing, vol. 5, no. 3, pp. 87-98, 2006. PDF*

M. Manic, D. Cvetkovic, "Intelligibility Speech Estimation using Fuzzy Logic Inferencing," Journal of Environment Protection, vol. 1, no. 4, pp. 27-38, 1999. PDF*

M. Manic, M. Prascevic, D. Cvetkovic, S. Milutinovic, "Acoustic Comfort Optimization of Industrial Hale using Intelligent Technology," Journal of Environment Protection, vol. 1, no. 4, pp. 9-18, 1999. PDF*

Recent Works

Evan Hughes, Deepak Kumbhare, Chathurika S. Wickramasinghe, Kasun Amarasinghe, Milos Manic, Kathryn L. Holloway, "Quantitative electroencephalogram as an objective biomarker of deep brain stimulation”, Medical Student Research Day, Poster Presentation at Virginia Commonwealth University. PDF

C. Rieger, M. Manic, "On Critical Infrastructures, Their Security and Resilience - Trends and Vision" “On Critical Infrastructures, Their Security and Resilience - Trends and Vision,” ArXiv181202710 Cs, Dec. 2018.

Peer-Reviewed Conference Publications

2019

D. Marino, C. Wickramasinghe, C. Rieger, M. Manic, "Data-driven Stochastic Anomaly Detection onSmart-Grid communications using Mixture PoissonDistributions" in Proc. 45th Annual Conference of the IEEE Industrial Electronics Society, IECON 2019, Lisbon, Portugal, Oct. 14-17, 2019. PDF

C. Wikramasinghe, K. Amarasinghe, D. Marino, Z. Spielman, I. Pray, D. Gertman, and M. Manic, “Intelligent Driver System for Improving FuelEfficiency in Vehicle Fleets,” in Proc. 12th International Conference on Human System Interaction, IEEE HSI 2019, Richmond VA, USA, June, 25-27, 2019. PDF

M. Stuart, C. Wickramasinghe, D. Marino, D. Kumbhare, K. Holloway, M. Manic, “Machine Learning for Deep Brain Stimulation Efficacy using Dense Array EEG,” in Proc. 12th International Conference on Human System Interaction, IEEE HSI 2019, Richmond VA, USA, June, 25-27, 2019. PDF

C. Wickramasinghe, D. Marino, F. Yucel, E. Bulut, and M. Manic, “Data Driven Hourly Taxi Drop-offs Prediction using TLC Trip Record Data,” in Proc. 12th International Conference on Human System Interaction, IEEE HSI 2019, Richmond VA, USA, June, 25-27, 2019. PDF

K. Amarasinghe, M. Manic, "Explaining What a Neural Network has Learned: Toward Explainable Classification", FUZZ-IEEE 2019, New Orleans, Jun. 23-26, 2019. PDF

2018

K. Amarasinghe, M. Manic, "Improving User Trust on Deep Neural Networks based Intrusion Detection Systems" in Proc. 44th Annual Conference of the IEEE Industrial Electronics Society, IECON 2018, Washington DC, USA, Oct. 21-23, 2018. PDF, DOI: 10.1109/IECON.2018.8591322

C. Wickramasinghe, D. Marino, K. Amarasinghe, M. Manic, "Generalization of Deep Learning For Cyber-Physical System Security: A Survey" in Proc. 44th Annual Conference of the IEEE Industrial Electronics Society, IECON 2018, Washington DC, USA, Oct. 21-23, 2018. PDF, DOI: 10.1109/IECON.2018.8591773

D. Marino, C. Wickramasinghe, M. Manic, "An Adversarial Approach for Explainable AI in Intrusion Detection Systems" in Proc. 44th Annual Conference of the IEEE Industrial Electronics Society, IECON 2018, Washington DC, USA, Oct. 21-23, 2018. PDF, DOI: 10.1109/IECON.2018.8591457

K. Amarasinghe, C. Wickramasinghe, D. Marino, C.Rieger, M. Manic, "Framework for Data Driven Health Monitoring of Cyber-Physical Systems" , IEEE Resilience Week (RW) 2018, Denver, CO, USA, Aug, 20-23, 2018. PDF, DOI: 10.1109/RWEEK.2018.8473535

K. Amarasinghe, K. Kenney, and M. Manic, "Toward Explainable Deep Neural Network based Anomaly Detection", in Proc. 11th International Conference on Human System Interaction, IEEE HSI 2018, Gdansk, Poland, July, 04-06, 2018. PDF, DOI: 10.1109/HSI.2018.8430788

D. Marino, M. Anderson, K. Kenney, and M. Manic, “Interpretable data-driven modeling in biomass preprocessing,” in Proc. 11th International Conference on Human System Interaction, IEEE HSI 2018, Gdansk, Poland, July, 04-06, 2018. PDF, DOI: 10.1109/HSI.2018.8431156

C. Wikramasinghe, K. Amarasinghe, D. Marino, and M. Manic, “Deep Self-Organizing Maps for Visual Data Mining,” in Proc. 11th International Conference on Human System Interaction, IEEE HSI 2018, Gdansk, Poland, July, 04-06, 2018. PDF, DOI: 10.1109/HSI.2018.8430845

2017

C. Wickramasinghe, K. Amarasinghe, M. Manic , "Parallalizable Deep Self-Organizing Maps for Image Classification" , in Proc. 2017 IEEE Symposium Series on Computational Intelligence , IEEE SSCI 2017, Honolulu, Hawaii, USA, Nov, 27- Dec, 1 ,2017. PDF DOI: 10.1109/SSCI.2017.8285443

M. Stuart, M. Manic, "Survey of Progress in Deep Neural Networks for Resource-Constrained Applications" , in Proc. 43rd Annual Conference of the IEEE Industrial Electronics Society, IEEE IECON 2017, Beijing, China, Oct. 29- Nov, 1,2017. PDF 10.1109/IECON.2017.8217271

D. Marino, K. Amarasinghe, M. Anderson, N. Yancey, Q. Nguyen, K. Kenney, M. Manic , "Data driven decision support for reliable biomass feedstock preprocessing" , IEEE Resilience Week (RWS) 2017, Wilmington, DE, USA, Sep, 18-22, 2017. PDF, DOI: 10.1109/RWEEK.2017.8088655

H. J. Carey, K. Amarasinghe, M. Manic, "Reduction of Massive EEG Datasets for Epilepsy Analysis using Artificial Neural Networks" in Proc. 10th International Conference on Human System Interaction, IEEE HSI 2017, Ulsan, Republic of Korea, July, 17-19, 2017. PDF, DOI: 10.1109/HSI.2017.8005015

P. Sivils, K. Amarasinghe, M. Anderson, N. Yancey, Q. Nguyen, K. Kenney, M. Manic, "Dynamic User Interfaces for Control Systems" in Proc. 10th International Conference on Human System Interaction, IEEE HSI 2017, Ulsan, Republic of Korea, July, 17-19, 2017. PDF, DOI: 10.1109/HSI.2017.8005045

K. Amarasinghe, D. Marino, M. Manic, "Deep learning for Energy Load Forecasting" in Press. in Proc. 26th International Symposium on Industrial Electronics, IEEE ISIE 2017, Edinburgh, Scotland, June, 19-21, 2017. PDF, DOI: 10.1109/ISIE.2017.8001465

K. Amarasinghe, D. Warncke, M. Manic, D. S. Wijesinghe, "Artificial Neural Networks Based Visual Data Mining for Clinical and Metabolomic Data" Abstract publication and Poster at Annual conference of the American Society of Mass Spectrometry (ASMS 2017), Indianapolis, IN, June, 4-8, 2017. Poster

2016

D. Marino, K. Amarasinghe, M. Manic, "Simultaneous Generation-Classification Using LSTM," in Proc. 2016 IEEE Symposium Series on Computational Intelligence IEEE SSCI 2016, Athens, Greece, Dec. 6-9, 2016.PDF, DOI: 10.1109/SSCI.2016.7850115

S. R. Pouri, D. Wijayasekara, M. Manic, S. Phongikaroon, "Development of a Smart Signal Detection Method for Cyclic Voltammetry via Artificial Neural Intelligence ," in Press. 2016 American Nuclear Society Winter Meeting and Expo, Las Vegas, NV, Nov. 6-10, 2016.PDF,

D. Marino, K. Amarasinghe, M. Manic, "Building Energy Load Forecasting using Deep Neural Networks," in Press. 42nd Annual Conference of the IEEE Industrial Electronics Society, IEEE IECON 2016, Florence, Italy, Oct. 24-27, 2016. PDF , DOI: 10.1109/IECON.2016.7793413

H. Carey, M. Manic, "Epileptic Spike Detection with EEG using Artificial Neural Networks," in Proc. of IEEE 9th International Conference on Human System Interaction, IEEE HSI 2016, Portsmouth, England, July 6-8, 2016.PDF, DOI: 10.1109/HSI.2016.7529614

K. Amarasinghe, P. Sivils, M. Manic, "EEG Feature kSelection for Thought Driven Robots using Evolutionary Algorithms," in Proc. of IEEE 9th International Conference on Human System Interaction, IEEE HSI 2016, Portsmouth, England, July 6-8, 2016. PDF, DOI: 10.1109/HSI.2016.7529657

Lee T. Ostrom, Kelly M. Verner, M. Manic, K. Amarasinghe, D. Wijayasekara, "Multi-Use High-Technology Testbed," in Proc. of IEEE 9th International Conference on Human System Interaction, IEEE HSI 2016, Portsmouth, England, July 6-8, 2016. PDF, DOI: 10.1109/HSI.2016.7529646

H. Carey, M. Manic, "HTML Web Content Extraction Using Paragraph Tags," in Proc. 25th International Symposium on Industrial Electronics, IEEE ISIE 2016, Santa Clara, USA, June 8-10, 2016. PDF, DOI: 10.1109/ISIE.2016.7745047

Daniel L. Marino, M. Manic, "Fast Trajectory Simplification Algorithm for Natural User Interfaces in Robot Programming by Demonstration," in Proc. 25th International Symposium on Industrial Electronics, IEEE ISIE 2016, Santa Clara, USA, June 8-10, 2016. (Student travel award for top technical paper quality, Honored by $2000 monetary award and a certificate).PDF, DOI: 10.1109/ISIE.2016.7745011

2015

K. Amarasinghe, D. Wijayasekara, H. Carey, M. Manic, D. He, W. Chen, "Artificial Neural Networks based Thermal Energy Storage Control for Buildings," in Proc. 41st Annual Conference of the IEEE Industrial Electronics Society, IEEE IECON 2015, Yokohama, Japan, Nov. 09-12, 2015. PDF, DOI: 10.1109/IECON.2015.7392953

D. Wijayasekara, M. Manic, "Data-Fusion for Increasing Temporal Resolution of Building Energy Management System Data," in Proc. 41st Annual Conference of the IEEE Industrial Electronics Society, IEEE IECON 2015, Yokohama, Japan, Nov. 09-12, 2015. PDF, DOI: 10.1109/IECON.2015.7392809

K. Amarasinghe, M. Manic, R. Hruska, "Optimal Stop Word Selection for Text Mining in Critical Infrastructure Domain," in Proc. IEEE Symposium on Resilience Control Systems, ISRCS 2015, Philadelphia, PA, Aug. 18-20, 2015. PDF, DOI: 10.1109/RWEEK.2015.7287440

D. Wijayasekara, M. Manic, D. Gertman, "Data Driven Fuel Efficient Driving Behavior Feedback for Fleet Vehicles," in Proc. of IEEE 8th International Conference on Human System Interaction, IEEE HSI 2015, Warsaw, Poland, June 25-27, 2015. PDF, DOI: 10.1109/HSI.2015.7170646

2014

V. Molano, C. Cobos, M. Mendoza, E. Herrera-Viedma, M. Manic, "Feature Selection based on Sampling and C4.5 Algorithm to Improve the Quality of Text Classification using Naive Bayes," Accepted for publicstion at the 13th Mexican International Conference on Artificial Intelligence, MICAI 2014, Tuxtla Gutierrez, Chiapas, Mexico, Nov. 16-24, 2014. Abstract, PDF, DOI: 10.1007/978-3-319-13647-9_9

D. Wijayasekara, M. Manic, "Dynamic Fuzzy Force Field Based Force-Feedback for Collision Avoidance in Robot Manipulators," in Proc. 40th Annual Conference of the IEEE Industrial Electronics Society, IEEE IECON 2014, Dallas, TX- USA, Oct. 29 - Nov. 1, 2014. Abstract, PDF, DOI: 10.1109/IECON.2014.7049100

D. Wijayasekara, M. Manic, M. McQueen, "Vulnerability Identification and Classification Via Text Mining Bug Databases," in Proc. 40th Annual Conference of the IEEE Industrial Electronics Society, IEEE IECON 2014, Dallas, TX- USA, Oct. 29 - Nov. 1, 2014. Abstract, PDF, DOI: 10.1109/IECON.2014.7049035

D. Wijayasekara, M. Manic, "Data Driven Fuzzy Membership Function Generation for Increased Understandability," in Proc. of FUZZ-IEEE, 2014, within, IEEE World Congress On Computational Intelligence, WCCI 2014, Beijing, China, July 6-11, 2014. Abstract , PDF, DOI: 10.1109/FUZZ-IEEE.2014.6891547

K. McCarty, M. Manic, "Fuzzy Contexts (Type C) and Fuzzymorphism to Solve Situational Discontinuity Problems," in Proc. of FUZZ-IEEE, 2014, within, IEEE World Congress On Computational Intelligence, WCCI 2014, Beijing, China, July 6-11, 2014. Abstract , PDF, DOI: 10.1109/FUZZ-IEEE.2014.6891634

D. Wijayasekara, M. Manic, "Fuzzy Logic Based Force-Feedback for Obstacle Collision Avoidance of Robot Manipulators," in Proc. of IEEE 7th International Conference on Human System Interaction, IEEE HSI 2014, Lisbon, Portugal, June 16-18, 2014. Abstract , PDF, DOI: 10.1109/HSI.2014.6860452

D. Wijayasekara, M. Manic, D. Gertman, "Driving Behavior Prompting Framework for Improving Fuel Efficiency," in Proc. of IEEE 7th International Conference on Human System Interaction, IEEE HSI 2014, Lisbon, Portugal, June 16-18, 2014. Abstract , PDF, DOI: 10.1109/HSI.2014.6860448

K. Amarasinghe, D. Wijayasekara, M. Manic, "EEG based brain activity monitoring using Artificial Neural Networks," in Proc. of IEEE 7th International Conference on Human System Interaction, IEEE HSI 2014, Lisbon, Portugal, June 16-18, 2014. Abstract , PDF, DOI: 10.1109/HSI.2014.6860449

K. McCarty, M. Manic, "A Database Driven Memetic Algorithm for Fuzzy Set Optimization," in Proc. of IEEE 7th International Conference on Human System Interaction, IEEE HSI 2014, Lisbon, Portugal, June 16-18, 2014. Abstract , PDF, DOI: 10.1109/HSI.2014.6860443

K. Amarasinghe, D. Wijayasekara, M. Manic, "Neural Network Based Downscaling of Building Energy Management System Data," in Proc. IEEE International Symposium on Industrial Electronics, ISIE 2014, Istanbul, Turkey, June 1-4, 2014. Abstract , PDF, DOI: 10.1109/ISIE.2014.6865042

O. Linda, D. Wijayasekara, M. Manic, M. McQueen, "Optimal Placement of Phasor Measurement Units in Power Grids Using Memetic Algorithms," in Proc. IEEE International Symposium on Industrial Electronics, ISIE 2014, Istanbul, Turkey, June 1-4, 2014. Abstract , PDF, DOI: 10.1109/ISIE.2014.6864930

H. Hess, V. Gupta, D. Wijayasekara, E. William, M. Huff, O. Linda, M. Krei, M. Manic, A. Thakker, F. Rufus, J. Govar, "State of Charge Indicator (SOCI) Design for Li/CFx Battery", in Proc. 2014 Army Power Sources Conference, pp. 1-6, Jun. 9-12, 2014. Abstract, PDF

M. Manic, D. Wijayasekara, K. Amarasinghe, J. Hewlett, K. Handy, C. Becker, B. Patterson, R. Peterson, "Next Generation Emergency Communication Systems via Software Defined Networks," in Proc. GENI Research and Educational Experiment Workshop (GREE 2014) - Jointly with the 19th GENI Engineering Conference (GEC 19), Atlanta Georgia, Mar. 19-20 2014. Abstract, PDF , DOI: 10.1109/GREE.2014.26

2013

U. Ravishankar, M. Manic, C. Rieger, "A Micro-Grid Simulator Tool (SGridSim) using Effective Node-to-Node Complex Impedance (EN2NCI) Models," in Proc. IEEE Symposium on Resilience Control Systems, ISRCS 2013, San Francisco, California, Aug. 13-15, 2013. Abstract, PDF, DOI: 10.1109/ISRCS.2013.6623761

D. Wijayasekara, M. Manic, C. Rieger, "Fuzzy Linguistic Knowledge Based Behavior Extraction for Building Energy Management Systems," in Proc. IEEE Symposium on Resilience Control Systems, ISRCS 2013, San Francisco, California, Aug. 13-15, 2013. Abstract, PDF, DOI: 10.1109/ISRCS.2013.6623755

C. Cobos, M. Mendoza, M. Manic, E. Leon, E. Herrera-Viedma, "Clustering of web search results based on an Iterative Fuzzy C-means Algorithm and Bayesian Information Criterion," in Proc. of 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), pp. 507-512, June 24-28, 2013. PDF

D. Wijayasekara, M. Manic, M. McQueen, "Information Gain Based Dimensionality Selection for Classifying Text Documents," in Proc. of IEEE Congress on Evolutionary Computation, IEEE CEC 2013, Cancun, Mexico, June 20-23, 2013. Abstract, PDF, DOI: 10.1109/CEC.2013.6557602

K. McCarty, M. Manic, "A Fuzzy Framework with Modeling Language for Type 1 and Type 2 Application Development," in Proc. of IEEE 6th International Conference on Human System Interaction, IEEE HSI 2013, Gdansk, Poland, June 6-8, 2013. Abstract, PDF, DOI: 10.1109/HSI.2013.6577844

D. Wijayasekara, M. Manic, "Human Machine Interaction via Brain Activity Monitoring," in Proc. of IEEE 6th International Conference on Human System Interaction, IEEE HSI 2013, Gdansk, Poland, June 6-8, 2013. Abstract, PDF, DOI: 10.1109/HSI.2013.6577809

O. Linda, A. Giani, M. Manic, M. McQueen, "Multi-Criteria Based Staging of Optimal PMU Placement using Fuzzy Weighted Average," in Proc. of IEEE International Symposium on Industrial Electronics, IEEE ISIE 2013, Taipei, Taiwan, May 28-31, 2013. Abstract, PDF, DOI: 10.1109/ISIE.2013.6563646

D. Wijayasekara, O. Linda, M. Manic, "Shadowed Type-2 Fuzzy Logic Systems," in Proc. of IEEE Symposium Series on Computational Intelligence, IEEE SSCI 2013, Singapore, April 16-19, 2013. Abstract, PDF (Awarded Best Paper), DOI: 10.1109/T2FZZ.2013.6613294

2012

U. Ravishankar, M. Manic, "Iterative Learning Heuristic Dynamic Programming (ILHDP) design of a Steam Power Plant Controller," in Proc. 38th Annual Conference of the IEEE Industrial Electronics Society, IEEE IECON 2012, Montreal, Canada, Oct. 25-28, 2012.Abstract PDF DOI: 10.1109/IECON.2012.6388542

M. Jankovic, M. Manic, B. Reljin, "Probabilistic Model for Minor Component Analysis Based on Born Rule," in Proc. 11th Symposium on Neural Network Applications in Electrical Engineering, NEUREL'12, Belgrade, Serbia, Sep. 20-22, 2012. Abstract* PDF*

O. Linda, M. Manic, M. McQueen, "Improving Control System Cyber-State Awareness using Known Secure Sensor Measurements ," in Proc. 7th International Conference on Critical Information Infrastructure Security, CRITIS 2012, Lillehammer, Norway, Sep. 17-18, 2012.Abstract PDF

J. D. Hewlett, M. Manic, C. G. Rieger, " WESBES: A wireless embedded sensor for improving human comfort metrics using temporospatially correlated data," in Proc. IEEE Symposium on Resilience Control Systems, ISRCS 2012, Salt Lake City, Utah, Aug. 14-16, 2012. Abstract PDF DOI: 10.1109/ISRCS.2012.6309289

O. Linda, T. Vollmer, M. Manic, "Improving Cyber-Security of Smart Grid Systems via Anomaly Detection and Linguistic Domain Knowledge ," in Proc. IEEE Symposium on Resilience Control Systems, ISRCS 2012, Salt Lake City, Utah, Aug. 14-16, 2012. Abstract PDF DOI: 10.1109/ISRCS.2012.6309292

O. Linda, D. Wijayasekara, M. Manic, C. Rieger, "Computational Intelligence based Anomaly Detection for Building Energy Management Systems," in Proc. IEEE Symposium on Resilience Control Systems, ISRCS 2012, Salt Lake City, Utah, Aug. 14-16, 2012. Abstract PDFDOI: 10.1109/ISRCS.2012.6309297

V. Gupta, D. Taylor, M. Huff, E. J. Williams, H. Hess, O. Linda, M. Krei, M. Manic, A. Thakker, F. Rufus, "Design of a State of Charge Indicator (SOCI) for Lithium polycarbon monofluoride (LiCFx) Batteries," in Proc. 45th Power Sources Conference, Las Vegas, Nevada, June 11-14, 2012. Abstract* PDF*

O. Linda, M. Manic, "On the Accuracy of Input-Output Uncertainty Modeling with Interval Type-2 Fuzzy Logic Systems," in Proc. of FUZZ-IEEE, 2012, within, IEEE World Congress On Computational Intelligence, WCCI 2012, Brisbane, Australia, June 10-15, 2012. Abstract PDF DOI: 10.1109/FUZZ-IEEE.2012.6251287

O. Linda, M. Manic, " Shadowed Type-2 Fuzzy Sets - Type-2 Fuzzy Sets with Shadowed Secondary Membership Functions ," in Proc. of FUZZ-IEEE, 2012, within, IEEE World Congress On Computational Intelligence, WCCI 2012, Brisbane, Australia, June 10-15, 2012. Abstract PDF DOI: 10.1109/FUZZ-IEEE.2012.6251299

D. Wijayasekara, M. Manic, " Visual, Linguistic Data Mining Using Self-Organizing Maps ," in Proc. of Intl. Joint Conference on Neural Networks, IJCNN 2012, within, IEEE World Congress On Computational Intelligence, WCCI 2012, Brisbane, Australia, June 10-15, 2012. Abstract PDF DOI: 10.1109/IJCNN.2012.6252436

U. Ravishankar, M. Manic," The Adaptive Critic Learning Agent (ACLA) Algorithm: Towards Problem Independent Neural Network based Optimizers," in Proc. of Intl. Joint Conference on Neural Networks, IJCNN 2012, within, IEEE World Congress On Computational Intelligence, WCCI 2012, Brisbane, Australia, June 10-15, 2012. Abstract PDF DOI: 10.1109/IJCNN.2012.6252475

D. Wijayasekara, M. Manic, J. L. Wright, M. McQueen "Mining Bug Databases for Unidentified Software Vulnerabilities," in Proc. of the 5th Intl. IEEE Intl. Conference on Human System Interaction, HSI 2012, Perth, Australia, June 6-8, 2012. Abstract PDF DOI: 10.1109/HSI.2012.22

O. Linda, M. Manic, "Improving Vehicle Fleet Fuel Economy via Learning Fuel Efficient Driving Behavior," in Proc. of the 5th Intl. IEEE Intl. Conference on Human System Interaction, HSI 2012, Perth, Australia, June 6-8, 2012. Abstract PDF DOI: 10.1109/HSI.2012.28

U. Ravishankar, M. Manic, " A Direct Utility Adaptive Critic (DUAC) algorithm for power plant load management ," in Proc. of IEEE Intl. Symposium on Industrial Electronics, ISIE 2012, Hangzhou, China, May 28-31, 2012. Abstract PDF DOI: 10.1109/ISIE.2012.6237188

2011

O. Linda, M. Manic, "Uncertainty Modeling with Interval Type-2 Fuzzy Logic Systems in Mobile Robotics," in Proc. of 37th Annual Conference of the IEEE Industrial Electronics Society, IEEE IECON 2011, Melbourne, Australia, Nov. 7-10, 2011. Abstract PDF DOI: 10.1109/IECON.2011.6119692

M. Tosic, M. Manic, "A RESTful Technique for Collaborative Learning Content Transclusion by Wiki-style Mashups," in Proc. IEEE ICELIE'11, 5th IEEE International Conference on E-Learning in Industrial Electronics, Melbourne, Australia, Nov. 7-10, 2011.DOI: 10.1109/ICELIE.2011.6130022

M. Manic, P. Sabharwall, "Computational Intelligence as a tool for Small Modular Reactors," in Proc. Small Modular Reactors Symposium, ASME SMR 2011, Washington DC, Sep 28-30, 2011. Abstract, PDF

T.R. McJunkin, R.L. Boring, M.A. McQueen, L.P. Shunn, J.L. Wright, D.I. Gertman, O. Linda, K. McCarty, M. Manic, "Concept of operations for data fusion visualization," in Proc. of European Safety and Reliability Conference (ESREL2011),Troyes, France, Sept. 19-22, 2011. Abstract PDF

O. Linda, M. Manic, T. R. McJunkin, "Anomaly Detection for Resilient Control Systems Using Fuzzy-Neural Data Fusion Engine," in Proc. IEEE Symposium on Resilience Control Systems, ISRCS 2011, Boise, Idaho, Aug. 9-11, 2011. Abstract PDF Project DOI: 10.1109/ISRCS.2011.6016085

O. Linda, T. Vollmer, M. Manic, J. Alves-Foss, "Towards Resilient Critical Infrastructures: Application of Type-2 Fuzzy Logic in Embedded Network Security Cyber Sensor," in Proc. IEEE Symposium on Resilience Control Systems, ISRCS 2011, Boise, Idaho, Aug. 9-11, 2011. Abstract PDF DOI: 10.1109/ISRCS.2011.6016083

U. Ravishankar, M. Manic, "A Hardware Suitable Integrated Neural System for Autonomous Vehicles," in Proc. of Int. Joint Conference on Neural Networks, IJCNN 2011, San Jose, California, July 31-Aug.5, 2011. Abstract PDF Project DOI: 10.1109/IJCNN.2011.6033475

D. Wijayasekara, O. Linda, M. Manic, "CAVE-SOM: Immersive Visual Data Mining Using 3D Self-Organizing Maps," in Proc. of Int. Joint Conference on Neural Networks, IJCNN 2011, San Jose, California, July 31-Aug. 5, 2011. Abstract PDF Project DOI: 10.1109/IJCNN.2011.6033540

O. Linda, M. Manic, "Centroid Density of Intervalt Type-2 Fuzzy Sets: Comparing Stochastic and Deterministic Defuzzification," in Proc. of FUZZ-IEEE, Taipei, Taiwan, June 27-30, 2011. Abstract PDF DOI: 10.1109/FUZZY.2011.6007619

T. R. McJunkin, M. Manic, "Evolutionary Adaptive Discovery of Phased Array Sensor Signal," in Proc. of the 4th Intl. IEEE Conf. on Human System Interaction, HSI 2011, Yokohama, Japan, May 19-21, 2011. Abstract PDF DOI: 10.1109/HSI.2011.5937371

S. D. Stan, M. Manic, C. Szep, R. Balan, "Performance analysis of 3 DOF Delta parallel robot," in Proc. of the 4th Intl. IEEE Conf. on Human System Interaction, HSI 2011, Yokohama, Japan, May 19-21, 2011. Abstract PDF DOI: 10.1109/ICIEA.2009.5138351

O. Linda, M. Manic, "Evaluating Uncertainty Resiliency of Type-2 Fuzzy Logic Controllers for Parallel Delta Robot," in Proc. of the 4th Intl. IEEE Conf. on Human System Interaction, HSI 2011, Yokohama, Japan, May 19-21, 2011. Abstract PDF DOI: 10.1109/HSI.2011.5937349

O. Linda, M. Manic, "Uncertainty Modeling for Interval Type-2 Fuzzy Logic Systems Based on Sensor Characteristics," in Proc of 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, within IEEE Symposium Series on Computational Intelligence, T2FUZZ 2011 (SCCI 2011), pp.31-37, Paris, France, Apr. 11-15, 2011. Abstract PDF DOI: 10.1109/HSI.2011.5937349

T. Vollmer., J. A. Foss, M. Manic, "Autonomous Rule Creation for Intrusion Detection", in Proc of 2011 IEEE Symposium on Computational Intelligence in Cyber Security, within IEEE Symposium Series on Computational Intelligence, CICS 2011 (SCCI 2011), pp.1-8, Paris, France, Apr. 11-15, 2011. Abstract PDF DOI: 10.1109/CICYBS.2011.5949394

O. Linda, M. Manic, T. Vollmer, J. Wright, "Fuzzy Logic Based Anomaly Detection for Embedded Network Security Cyber Sensor," in Proc of 2011 IEEE Symposium on Computational Intelligence in Cyber Security, within IEEE Symposium Series on Computational Intelligence, CICS 2011 (SCCI 2011), pp.202-209, Paris, France, Apr. 11-15, 2011. Abstract PDF Project DOI: 10.1109/CICYBS.2011.5949392

2010

T. Veluppillai, O. Linda, M. Manic, "Forecasting the Idaho Falls Stream Flow with the Help of Neural Network and Microsoft Time Series," in Proc. International Conference on Hydroinformatics, HIC 2010 , Tianjin, China, Sep. 7-11, 2010. Abstract* PDF*

V. Dan, S. D. Stan, M. Manic, R. Balan, "Mechatronic Design, Kinematics Analysis of a 3 DOF Medical Parallel Robot," in Proc. IEEE International Symposium on Resilient Control Systems , ISRCS 2010, Idaho Falls, Idaho, Aug 10-12, 2010. PDF, DOI: 10.1109/HSI.2010.5514590

R. C. Donca, D. C. Popa, R. Balan, V. Iancu, M. Manic, "Design and Control of a Novel Type of Actuator for the Isoglide T3R1 Parallel Robot," in Proc. IEEE International Symposium on Resilient Control Systems ,ISRCS 2010,Idaho Falls, ID, Aug 10-12, 2010. Abstract* PDF*

T. Vollmer, T. Soule, M. Manic, "A Distance Measure Comparison to Improve Crowding in Multi-Modal Optimization Problems, " in Proc. of the 3rd IEEE Symposium on Resilience Control Systems, ISRCS 2010, Idaho Falls, Idaho, Aug. 10-12, 2010. Abstract PDF DOI: 10.1109/ISRCS.2010.5603475

O. Linda, M. Manic, "Comparative Analysis of Type-1 and Type-2 Fuzzy Control in Context of Learning Behaviors for Mobile Robotics", in Proc. of 36th Annual Conference of the IEEE Industrial Electronics Society, IEEE IECON 2010, Phoenix, Arizona, Nov. 7-10, 2010. Abstract PDF DOI: 10.1109/IECON.2010.5675521

O. Linda, M. Manic, "Importance Sampling Based Defuzzification for General Type-2 Fuzzy Sets", in Proc. of FUZZ-IEEE, 2010, within, IEEE World Congress On Computational Intelligence, WCCI 2010, Barcelona, Spain, July 18-23, 2010. Abstract PDF DOI: 10.1109/FUZZY.2010.5584256

J. L. Wright, M. Manic, "Neural Network Architecture Selection Analysis With Application to Cryptography Location", in Proc. of Intl. Joint Conference on Neural Networks, IJCNN 2010, within, IEEE World Congress On Computational Intelligence, WCCI 2010, Barcelona, Spain, July 18-23, 2010. Abstract PDF DOI: 10.1109/IJCNN.2010.5596315

E. William, M. Huff, V. Gupta, M. Krei, O. Linda, H. Hess, M. Manic, F. Rufus, J. Govar, "Mathematical Model of Li/CFx Cell Discharge Rates," in Proc. Army Power Sources Conference 2010, Las Vegas, Nevada, June 14-17, 2010. Abstract* PDF*

K. McCarty, M. Manic, S. Cherry, M. McQueen, "A Temporal-Spatial Data Fusion Architecture for Monitoring Complex Systems", in Proc. of the 3rd Intl. IEEE Conference on Human System Interaction, HSI 2010, Rzeszow, Poland, May 13-15, 2010. Abstract PDF DOI: 10.1109/HSI.2010.5514583

M. Coman, S. Stan, M. Manic, R. Balan, "Application of distance measuring with Matlab/Simulink," in Proc. of the 3rd Intl. IEEE Conference on Human System Interaction, HSI 2010, Rzeszow, Poland, May 13-15, 2010. Abstract PDF DOI: 10.1109/HSI.2010.5514581

C. R. Rad, M. Manic, R. Balan, S.D. Stan, "Real Time Evaluation of Inverse Kinematics for a 3-RPS Medical Parallel Robot using dSpace Platform," in Proc. IEEE International Conference on Human System Interaction, HSI 2010, Rzeszow, Poland, May 13-15, 2010. PDF, DOI: 10.1109/HSI.2010.5514590

J. L. Wright, M. Manic, "The Analysis of Dimensionality Reduction Techniques in Cryptographic Object Code Classification", in Proc. of the 3rd Intl. IEEE Conference on Human System Interaction, HSI 2010, Rzeszow, Poland, May 13-15, 2010. Abstract PDF, DOI: 10.1109/HSI.2010.5514572

D. Barnes, M. Manic, "STRICR-FB, a novel Size-Translation-Rotation-Invariant Character Recognition method," in Proc. of the 3rd Intl. IEEE Conference on Human System Interaction, HSI 2010, Rzeszow, Poland, May 13-15, 2010.Abstract , PDF*, DOI: 10.1109/HSI.2010.5514573

2009

M. Coman, S. D. Stan, M. Manic, R. Balan, "Design, Simulation, and Control in Virtual Reality of a RV-2AJ Robot," in Proc. Conference of the IEEE Industrial Electronics Society, IECON 2009, Porto, Portugal, Nov 3-6 2009. PDF, DOI: 10.1109/IECON.2009.5414922

G. Hauser, M. Manic, "Neural Network Real Time Video Processor for Early Aircraft Detection," in Proc. IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2009, Mallorca, Spain, Sep 22-25, 2009. PDF*

T. Vollmer, M. Manic, "Computationally Efficient Neural Network Intrusion Security Awareness," in Proc. IEEE International Symposium on Resilient Control Systems, ISRCS 2009, Idaho Falls, Idaho, Aug 11-13, 2009. PDF*, DOI: 10.1109/ISRCS.2009.5251357

J. L. Wright, M. Manic, "Time Synchronization in Hierarchical TESLA Wireless Sensor Networks," in Proc. IEEE International Symposium on Resilient Control Systems, ISRCS 2009, Idaho Falls, Idaho, Aug 11-13, 2009. PDF, DOI: 10.1109/ISRCS.2009.5251365

O. Linda, E. J. William, M. Huff, M. Manic, V. Gupta, J. Nance, H. Hess, F. Rufus, A. Thakker, J. Govar, "Intelligent Neural Network Implementation for SOCI Development of Li/CFx Batteries," in Proc. IEEE International Symposium on Resilient Control Systems, ISRCS 2009, Idaho Falls, Idaho, Aug 11-13, 2009. PDF*

E. J. William, G. Vishu, M. Huff, O. Linda, J. Nance, H. Hess, M. Manic, F. Rufus, A. Thakker, J. Govar, "A Comparative Study of Lithium Poly-Carbon Monoflouride (Li/CFx) and Lithium Iron Phosphate (LiFePO4) Battery Chemistries for State of Charge Indicator Design," in Proc. IEEE International Symposium on Industrial Electronics, ISIE 2009, Seoul, Korea, July 5-8, 2009. PDF*

O. Linda, T. Vollmer, M. Manic,"Neural Network Based Intrusion Detection System for Critical Infrastructures," in Proc. of Intl. Joint Conference on Neural Networks, IJCNN 2009, Atlanta, Georgia, June 14-19, 2009. Abstract, PDF, Project, DOI: 10.1109/IJCNN.2009.5178592

O. Linda, M. Manic, "GNG-SVM Framework – Classifying Large Datasets with Support Vector Machines Using Growing Neural Gas," in Proc. of Intl. Joint Conference on Neural Networks, IJCNN 2009, Atlanta, Georgia, June 14-19, 2009. Abstract PDF Project DOI: 10.1109/IJCNN.2009.5178713

C. Szep, S. D. Stan, , V. Csibi, M. Manic, R. Balan, "New approach for accuracy and kinematics analysis of 2 DOF medical parallel robot", DEST 2009, 3rd IEEE International Conference on Digital Ecosystems and Technologies, Special theme: Cyber Engineering and Human Space Computing, Istanbul, Turkey, 1-3 June 2009. DOI: 10.1109/DEST.2009.5276780

S. D. Stan, M. Manic, R. Balan, V. Maties, "Kinematics and Workspace Analysis of 3 DOF Compliant Micro Parallel Robots", 6th International Symposium on Mechatronics and its Applications (IEEE), ISMA'09, Sharjah, United Arab Emirates, March 23-26, 2009. DOI: 10.1109/ISMA.2009.5164832

O. Linda, T. Vollmer, M. Manic, "SVM-inspired Dynamic Safe Navigation using Convex Hull Construction," ICIEA 2009, 4th IEEE Conference on Industrial Electronics and Applications, Xi'an, China, May 25-27, 2009 Abstract PDF DOI: 10.1109/ICIEA.2009.5138351

T. Vollmer, M. Manic, "CI-PASM - Computational Intelligence Based Prognostic Automotive System Model," ICIEA 2009, 4th IEEE Conference on Industrial Electronics and Applications, Xi'an, China, May 25-27, 2009. Abstract PDF DOI: 10.1109/ICIEA.2009.5138896

K. Derr, M. Manic, "Multi-Robot Multi-Target Particle Swarm Optimization Search in Noisy Wireless Environments", HSI 2009, 2nd IEEE Conference on Human System Interaction, Catania, Italy, 21-23 May 2009 Abstract PDF DOI: 10.1109/HSI.2009.5090958

T. Vollmer, M. Manic, "Human Interface for Cyber Security Anomaly Detection Systems," HSI 2009, 2nd IEEE Conference on Human System Interaction, Catania, Italy, 21-23 May 2009 Abstract PDF DOI: 10.1109/HSI.2009.5091055

O. Linda, M. Manic, "Fuzzy manual control of multi-robot system with built-in swarm behavior," HSI 2009,2nd IEEE Conference on Human System Interaction, Catania, Italy, 21-23 May 2009. Abstract PDFDOI: 10.1109/HSI.2009.5090944

K. McCarty, M. Manic, "Adaptive Behavioral Control of Collaborative Robots in Hazardous Environments," 2nd IEEE Conference on Human System Interaction, Catania, Italy, 21-23 May 2009. Abstract PDF DOI: 10.1109/HSI.2009.5090945

C. Szep, S. D. Stan, V. Csibi, M. Manic, R. Balan, "Kinematics, Workspace, Design and Accuracy Analysis of RPRPR Medical Parallel Robot", HSI 2009, 2nd IEEE Conference on Human System Interaction, Catania, Italy, 21-23 May 2009 Abstract PDF DOI: 10.1109/HSI.2009.5090957

D. Verdes, S. D. Stan, M. Manic, R. Balan, V. Maties, "Kinematics analysis, Workspace, Design and Control of 3-RPS and TRIGLIDE medical parallel robots", HSI 2009, 2nd IEEE Conference on Human System Interaction, Catania, Italy, 21-23 May 2009 Abstract PDF DOI: 10.1109/HSI.2009.5090962

C. I. Nichol, M. Manic, "Video Game Device Haptic Interface for Robotic Arc Welding", HSI 2009, 2nd IEEE Conference on Human System Interaction, Catania, Italy, 21-23 May 2009 Abstract PDF DOI: 10.1109/HSI.2009.5091054

A. Ridluan, O. Linda, M. Manic, A. Tokuhiro, "Artificial Neural Network to Support Thermohydraulic Design Optimization for Advanced Nuclear Heat Removal System" ICAAP'09, Tokyo, Japan, May 10th-14th, 2009 Abstract PDF

K. McCarty, M. Manic, P. Goodwin, M. Piasecki, "Submission and Querying Tools for a Hydrologic Information Systems Database," 8th International Conference on Hydroinformatics, Concepción, Chile, Jan. 12-16, 2009. Abstract PDF

S. D. Stan, M. Manic, R. Balan, V. Maties, "Genetic algorithms for workspace optimization of planar medical parallel robot", IEEE International Conference on Emerging Trends in Computing, ICETIC 2009, Virudhanagara, Tamil Nadu, India, Jan. 8-10, 2009 Abstract PDF

2008

S. D. Stan, M. Manic, M. Maties, R. Balan, "Kinematics Analysis, Design, and Control of an Isoglide3 Parallel Robot (IG3PR)", IECON08, The 34th Annual Conference of the IEEE Industrial Electronics Society, Orlando, Florida, pp.2636-2641, Nov. 10-13, 2008 Abstract PDF DOI: 10.1109/IECON.2008.4758373

L. Golden, M. Manic, "Optical Fuzzy Logic for Low-Power Satellite Controller", IECON08, The 34th Annual Conference of the IEEE Industrial Electronics Society, Orlando, Florida, pp.2647-2654, Nov. 10-13, 2008 Abstract PDF DOI: 10.1109/IECON.2008.4758375

E.J. William , B.K. Johnson, M. Manic, "Implementing an Intelligent Error Back Propagation (EBP) Relay in PSCADTM/EMTDC 4.2.1", NAPS'08, North American Power Symposium 2008, University of Calgary, Calgary, Canada, pp. 1-6, Sept 28th to 30th, 2008 Abstract PDF DOI: 10.1109/NAPS.2008.5307347

D. Dudenhoeffer, M. Manic, "Fuzzy simulation for infrastructure effects uncertainty analysis", 20th European Modeling and Simulation Symposium (Simulation in Industry), EMSS08, Campora San Giovanni, Amantea (CS), Italy, Sep. 17-19, 2008 Abstract PDF

K. Derr, M. Manic, "DSTiPE Algorithm for Fuzzy Spatio-Temporal Risk Calculation in Wireless Environments", 13th IEEE Conference on Emerging Technologies and Factory Automation, ETFA'08, Hamburg, Germany, Sep. 9-12, 2008 Abstract PDF DOI: 10.1109/ETFA.2008.4638545

K. McCarty, M. Manic, S. D. Stan, "Contextual Data Rule Generation for Autonomous Vehicle Control," CISSE08, © Springer-Verlag Berlin Heidelberg 2008 (in print)

K. McCarty, M. Manic, "Descending Deviation Optimizaiton Techniques For Scheduling Problems," 13th IEEE Conf. on Emerging Technologies and Factory Automation - ETFA, Hamburg, Germany, Sep. 2008. Abstract PDF DOI: 10.1109/ETFA.2008.4638404

K. Derr, M. Manic, "Wireless Based Object Tracking Based on Neural Networks", ICIEA 2008, 3rd IEEE Conference on Industrial Electronics and Applications, Singapore, June 3-5, 2008 Abstract PDF DOI: 10.1109/ICIEA.2008.4582530

K. McCarty, M. Manic, "Line-of-Sight Tracking Based Upon Modern Heuristic Approach," 3rd IEEE Conf. on Idustrial Electronics and Application - ICIEA, Singapore, June, 2008. Abstract PDF DOI: 10.1109/ICIEA.2008.4582477

S. D. Stan, M. Manic, M. Maties, R. Balan, "Evolutionary Approach to Optimal Design of 3 DOF Translation Exoskeleton and Medical Parallel Robots", HSI 2008, IEEE Conference on Human System Interaction, Krakow, Poland, May 25-27, 2008 Abstract PDF DOI: 10.1109/HSI.2008.4581530

K. McCarty, M. Manic, "Contextual Fuzzy Type-2 Hierarchies for Decision Trees (CoFuH-DT) - An Accelerated Data Mining Technique," IEEE Conf. on Human System Interaction - HSI, Poland, May, 2008. Abstract PDF Project DOI: 10.1109/HSI.2008.4581526

2007

G. Navarro, M. Manic, "NFuSA - Neuro-Fuzzy Algorithm for Sparing in RAID Systems", The 33rd Annual Conference of the IEEE Industrial Electronics Society IECON07, Taipei, Taiwan, Nov. 2007 Abstract PDFDOI: 10.1109/IECON.2007.4460362

E.J. William , M. Manic, B.K. Johnson, "ANN Relays Used to Determine Fault Locations on Shipboard Electrical Distribution Systems", NAPS'07, North American Power Symposium 2007, New Mexico State University, Las Cruces, September 30 - October 2, 2007 Abstract PDF DOI: 10.1109/NAPS.2007.4402301

K. Derr, M. Manic, "Intelligent Control in Automation Based on Wireless Traffic Analysis", 12th IEEE Conference on Emerging Technologies and Factory Automation, ETFA07, Sep. 25-28, 2007, Patras, Greece Abstract PDF, DOI: 10.1109/EFTA.2007.4416776

G. Navarro, M. Manic, "Fuzzy Control of Sparing in Disk Arrays", 12th IEEE Conference on Emerging Technologies and Factory Automation, ETFA'07, Patras, Greece, Sep. 25-28, 2007 Abstract, PDF, DOI: 10.1109/EFTA.2007.4416957

G. Navarro, M. Manic, "Predictive E-Mail Server Performability Analysis Based on Fuzzy Arithmetic", 20th International Joint INNS-IEEE Conference on Neural Networks, IJCNN 2007, Aug 12-17, 2007 Orlando, Florida Abstract PDF, DOI: 10.1109/IJCNN.2007.4371337

D. Dudenhoeffer, P. Permann, S. Woolsey, R. Timpany, T. McDermott, C. Miller, and M. Manic, "Interdependency Modeling and Emergency Response", 2007 Summer Computer Simulation Conference, SCSC 2007, San Diego , California, July 15-18, 2007 Abstract , PDF

2006 and Earlier

D. Dudenhoeffer, M. Permann, M. Manic, "CIMS: A Framework for Infrastructure Interdependency Modeling and Analysis," in Proc. Winter Simulation Conference, WSC 2006, Monterey, California. Dec. 3-6, 2006. Abstract* PDF*

D. Caamano, P. Goodwin, M. Manic, "Derivation of a Bedload Sediment Transport Formula using Artificial Neural Networks," in Proc. International Conference on Hydroinformatics, HIC 2006, Nice, France, Sep. 4-8, 2006. Abstract* PDF*

G. Navarro, M. Manic, "Fuzzy Performability Analysis of Disk Arrays," in Proc. IEEE International Symposium on Industrial Electronics, ISIE 2006, Montreal, Canada, July 9-13, 2006. Abstract* PDF*

P. Huadian, M. Manic, X. Li, B. Wilamowski, "Multilevel Logic Multiplier Using VLSI Neural Network," in Proc. IEEE International Conference on Industrial Technology, ICIT 2003, Maribor, Slovenia, Dec. 10-12, 2003. Abstract* PDF*

M. Manic, D. Wilamowski, "Robust Neural Network Training Using Partial Gradient Probing," in Proc. IEEE International Conference on Industrial Informatics, INDIN 2003, Alberta, Canada, Aug. 21-24, 2003. Abstract* PDF*

M. Manic, D. Wilamowski, "Random Weights Search in Compressed Neural Networks Using Overdetermined Pseudoinverse," in Proc. IEEE International Symposium on Industrial Electronics, ISIE 2003, Rio de Janeiro, Brazil, June 9-12, 2003. Abstract* PDF*

M. Manic, D. Wilamowski, A. Malinowski, "Internet Based Neural Network Online Simulation Tool," in Proc. Conference of the IEEE Industrial Electronics Society, IECON 2002, Seville, Spain, Nov. 5-8, 2002. Abstract* PDF*

M. Manic, D. Wilamowski, "Robust Algorithm for Neural Network Training," in Proc. World Congress on Computational Intelligence, WCCI 2002, Honolulu, Hawaii, May 12-17, 2002. Abstract* PDF*

M. Manic, D. Wilamowski, "Fuzzy Preference Approach for Computer Network Attack Detection," International Joint Conference on Neural Networks, IJCNN 2001, Washington DC, July 14-19, 2001. Abstract* PDF*

K. Wilamowska, M. Manic, "Unsupervised Pattern Clustering for Data Mining," in Proc. Conference of the IEEE Industrial Electronics Society, IECON 2001, Denver, Colorado, Nov. 29-Dec. 2, 2001. Abstract* PDF*

M. Manic, "Fuzzy-Operators Weight Refinements," in Proc. Reliability and Maintainability Symposium, RAMS 1999, Washington, DC, Jan. 18-21, 1999. Abstract* PDF*

M. Manic, S. Milutinovic, "Refinements of Fuzzy Operators Weights," in Proc. Turkish Symposium on Artificial Intelligence and Neural Networks, TAINN 1998, Ankara, Turkey, June 24-26, 1998. Abstract* PDF*

M. Manic, J. Muskatirovic, "Selection of Optimum Solution for Water Supply in Fuzzy Decision Environment," in Proc. International Conference on Hydroinformatics, HIC 1998, Copenhagen, Denmark, Aug. 24-26, 1998. Abstract* PDF*

M. Manic, S. Milutinovic, "Fuzzy Preference Relation Depending on Different Operators and Fuzzy Numbers," in Proc. International Fuzzy Systems Association, IFSA 1997, Prague, Czech Republic, June 25-29, 1997. Abstract* PDF*

S. Milutinovic, M. Manic, "AHP Fuzzy-Decision Support System in a Fuzzy Environment," Mini EURO Conference, Budva, Yugoslavia, Sept. 15-19, 1997. Abstract* PDF*

S. Milutinovic, M. Manic, "Indoor Environmental Optimal Design by Using Combined DSS for Quantified and Fuzzy Values," in Proc. International Conference on Indoor Air Quality and Climate, INDOOR AIR 1996, Nagoya, Japan, July 21-26, 1996. Abstract* PDF*

S. Milutinovic, M. Manic, M. S. Stankovic, "Influence of Choosing Operators on Preference of Fuzzy Numbers," FUBEST 1996, Sofia, Bulgaria, Oct. 9-11, 1996. Abstract* PDF*

Book Chapters

P. Sivils, C. Rieger, K. Amarasinghe, M. Manic, “Integrated Cyber Physical As-sessment and Response for Improved Resiliency”, chapter in The Internet of Things for Smart Urban Ecosystems, Ed.s F. Cicirelli, A. Guerrieri, C. Mastroianni, G. Spezzano, A. Vinci, ISBN 978-3-319-96550-5, Springer, 2018. PDF

A. Giani, O. Linda, M. Manic, M. McQueen, "Known Secure Sensor Measurements Concept and Its Application for Critical Infrastructure Systems," book chapter, Optimization and Security Challenges in Smart Power Grids, Springer Verlag, Ed.s Pappu, Vijay; Carvalho, Marco; Pardalos, Panos, July 31, 2013, ISBN 978-3-642-38133-1. PDF

M. Manic, "Data Mining," book chapter in The Industrial Electronics Handbook, 2nd ed, Eds. J. D. Irwin, B. Wilamowski, Boca Raton, Florida: CRC Press/IEEE Press, 2011. ISBN: 978-0849383434.

M. Manic, K. Derr, "Industrial Wireless communications Security (IWCS)," book chapter in The Industrial Electronics Handbook, 2nd ed., Eds. J. D. Irwin, B. Wilamowski, Boca Raton, Florida: CRC Press/IEEE Press, 2011. ISBN: 978-0849383434.

M. Manic, S. D. Stan, S. Stankovic, "WiMAX in Industry," book chapter in The Industrial Electronics Handbook, 2nd ed. Eds. J. D. Irwin, B. Wilamowski, Boca Raton, Florida: CRC Press/ IEEE Press, 2011. ISBN: 978-0849383434.

S. Mahlknecht, M. Manic, S. A. Madani, "Bluetooth," book chapter in The Industrial Electronics Handbook, 2nd ed. Eds. J. D. Irwin, B. Wilamowski, Boca Raton, Florida: CRC Press/IEEE Press, 2011. ISBN: 978-0849383434.

S. Mahlknecht, T. Dang, M. Manic, S. A. Madani, "ZigBee," book chapter The Industrial Electronics Handbook, 2nd ed. Eds. J. D. Irwin, B. Wilamowski, Boca Raton, Florida: CRC Press/IEEE Press, 2011. ISBN: 978-0849383434.

H. Trsek, J. Jasperneite, L. Lo Bello, M. Manic, "Wireless Local Area Networks," book chapter The Industrial Electronics Handbook, 2nd ed. Eds. J. D. Irwin, B. Wilamowski, Boca Raton, Florida: CRC Press/IEEE Press, 2011. ISBN: 978-0849383434.

K. McCarty, M. Manic, S. D. Stan, "Contextual Data Rule Generation for Autonomous Vehicle Control," book chapter Innovation and Advances in Computer Sciences and Engineering. Ed. T. Sobh. Berlin Heidelberg, Germany: Springer-Verlag, 2010, pp. 123-128. ISBN 978-90-481-3657-5.

S. D. Stan, G. Gogu, M. Manic, R. Balan, C. Rad, "Fuzzy Control of a 3 Degree of Freedom Parallel Robot," book chapter Technological Developments in Education and Automation. Eds. M. Iskander, V. Kapila, M. A. Karim. Berlin Heidelberg, Germany: Springer-Verlag, 2010, pp.437-442. ISBN 978-90-481-3655-1.

S. D. Stan, M. Manic, V. Maties, R. Balan, "A Novel Virtual Reality Robot Interface for Isoglide3 Parallel Robot," book chapter in Intelligent Robotics and Applications: Lecture Notes in Computer Science, vol. 5314/2008. Eds. C. Xiong, H. Liu, Y. Huang, Youlun Xiong., Berlin Heidelberg, Germany: Springer-Verlag, 2008, pp. 1265-1275. ISBN: 978-3-540-88513-9.

S. Milutinovic, S. Pavlovic, M. Grozdanovic, M. Manic, "Multiple Criteria Estimation of CTD Risk Factors' Importance," book chapter in Manufacturing Agility and Hybrid Automation II. Eds. W. Karwowsky, R. Goonetilleke. Hong Kong, China: IEA Press, 1998, pp. 509-512.

Abstract Reviewed Publications, Oral & Poster Presentations

D. Wijayasekara, M. Manic, "Known Secure Sensor Measurements for Resilient Infrastructure," Poster presentation, NATO Advanced Study Institute on Energy Security, Antalya, Turkey, October 4-11, 2015. PDF

K. Amarasinghe, D. Wijayasekara, M. Manic, "Intelligent Software Defined Networks for Resilient Smart Grid Communications," Poster presentation, NATO Advanced Study Institute on Energy Security, Antalya, Turkey, October 4-11, 2015. PDF

M. Manic, D. Wijayasekara, K. Amarasinghe, K. handy, "Universal Application Delivery via SDN Based Architecture," Poster presentation, US Ignite Application Summit, Sunnyvale, CA, June 24-27, 2014. PDF

M. Manic, D. Wijayasekara, K. Amarasinghe, K. handy, "Virtualized Services via SDN Based End-to-End Networking," Poster presentation, 20th GENI Engineering Conference (GEC20), Davis, CA, June 21-24, 2014. PDF

M. Manic, D. Wijayasekara, K. Amarasinghe, K. handy, "Virtualized Services via OpenFlow Based Software Defined Networking," Poster presentation, 19th GENI Engineering Conference (GEC19), Atlanta, GA, March 17-19, 2014. PDF

M. Manic, D. Wijayasekara, C. Rieger, "Targeted Energy Management System Toolset," Poster presentation, Defense Energy Summit, Austin, TX, November11-13, 2013. PDF

M. Manic, D. Wijayasekara, B. Patterson, R. Peterson, "Next Generation Emergency Management Systems via Application Virtualization," Poster presentation, 18th GENI Engineering Conference (GEC18), Brooklyn, NY, October 27-29, 2013. PDF

M. Manic, D. Wijayasekara, B. Patterson, R. Peterson, "Next Generation Emergency Management Systems via Application Virtualization," Poster presentation, 17th GENI Engineering Conference (GEC17), Madison, WI, July 21-23, 2013. PDF

C. Becker, J. Hewlett, M. Manic, B. Patterson, R. Peterson, "Next Generation Emergency Management Systems with Network Virtualization," Poster presentation, 16th GENI Engineering Conference (GEC16), March 19-21, 2013, Salt Lake City, Utah (also at US Ignite Summit, Chicago, IL, June 24-26, 2013). PDF

P. V. Tsvetkov, M. Manic, P. Sabharwall, "Simulations of Dynamics and Control of Advanced Reactor Systems using Artificial Neural Networks," in Transactions of the American Nuclear Society, vol. 106, pp. 628-629, 2012. PDF

C. Duarte, B. Acker, R. Grosshans, M. Manic, K .Van Den Wymelenberg, C. Rieger, "Prioritizing and Visualizing Energy Management and Control System Data to Provide Actionable Information for Building Operators," at Western Energy Policy Research Conference, Boise, Idaho, Aug. 25-26, 2011. PDF

D. Barnes, M. Manic, "STRICR - Hiragana Character Recognition Algorithm," oral presentation and proceedings of abstracts, authors Idaho Academy of Science 49th Annual Meeting and Symposium, Idaho Falls, April 19 - 21, 2007. (Best Student Paper Award) PDF

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List of Publications