Symbolic Dynamics for Radar Target Maneuver Detection With High Data Rates.

Asok Ray Penn State, University Park, USA http://www.mne.psu.edu/ray/ https://scholar.google.com/citations?user=P62gJzcAAAAJ https://orcid.org/0000-0003-4124-0230

Paul G. Singerman Sean M. O'Rourke Ram M. Narayanan Asok Ray Muralidhar Rangaswamy Symbolic Dynamics for Radar Target Maneuver Detection With High Data Rates. 1647-1659 2024 60 IEEE Trans. Aerosp. Electron. Syst. 2 https://doi.org/10.1109/TAES.2023.3341055 db/journals/taes/taes60.html#SingermanONRR24

Caden J. Pici Asok Ray Sastry Kompella Ram M. Narayanan A Data-Driven Approach to Modeling Sea Clutter Stochastic Differential Equations. 5312-5321 2024 August 60 IEEE Trans. Aerosp. Electron. Syst. 4 https://doi.org/10.1109/TAES.2024.3394456 db/journals/taes/taes60.html#PiciRKN24 streams/journals/taes

Samer Saab Jr. Shashi Phoha Minghui Zhu Asok Ray An adaptive polyak heavy-ball method. 3245-3277 2022 111 Mach. Learn. 9 https://doi.org/10.1007/s10994-022-06215-7 https://www.wikidata.org/entity/Q114224928 db/journals/ml/ml111.html#SaabPZR22

Hassan Alqahtani Asok Ray Feature extraction and neural network-based fatigue damage detection and classification. 21253-21273 2022 34 Neural Comput. Appl. 23 https://doi.org/10.1007/s00521-022-07609-3 db/journals/nca/nca34.html#AlqahtaniR22

Samer Saab Jr. Khaled Kamal Saab Shashi Phoha Minghui Zhu Asok Ray A multivariate adaptive gradient algorithm with reduced tuning efforts. 499-509 2022 152 Neural Networks https://doi.org/10.1016/j.neunet.2022.05.016 db/journals/nn/nn152.html#SaabSPZR22

Samer Saab 0002 Yiwei Fu Asok Ray Michael Hauser A Dynamically Stabilized Recurrent Neural Network. 1195-1209 2022 54 Neural Process. Lett. 2 https://doi.org/10.1007/s11063-021-10676-7 db/journals/npl/npl54.html#SaabFRH22

Ibrahim F. Jasim Ghalyan Najah F. Ghalyan Asok Ray Optimal Window-Symbolic Time Series Analysis for Pattern Classification and Anomaly Detection. 2614-2621 2022 18 IEEE Trans. Ind. Informatics 4 https://doi.org/10.1109/TII.2021.3089199 db/journals/tii/tii18.html#GhalyanGR22

Samer Said Saab Jr. Michael Hauser Asok Ray Samer S. Saab 0001 Multivariable Nonadaptive Controller Design. 6181-6191 2021 68 IEEE Trans. Ind. Electron. 7 https://doi.org/10.1109/TIE.2020.2998753 db/journals/tie/tie68.html#SaabHR021

Nurali Virani Devesh K. Jha Asok Ray Shashi Phoha Sequential hypothesis tests for streaming data via symbolic time-series analysis. 234-246 2019 81 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2019.02.015 db/journals/eaai/eaai81.html#ViraniJRP19

Michael Hauser Sean Gunn Samer Saab Jr. Asok Ray State-Space Representations of Deep Neural Networks. 2019 31 Neural Comput. 3 https://doi.org/10.1162/neco_a_01165 https://www.wikidata.org/entity/Q91053162 db/journals/neco/neco31.html#HauserGJR19

Yiwei Fu Samer Saab Jr. Asok Ray Michael Hauser A Dynamically Controlled Recurrent Neural Network for Modeling Dynamical Systems. 2019 abs/1911.00089 CoRR http://arxiv.org/abs/1911.00089 db/journals/corr/corr1911.html#abs-1911-00089

Sihan Xiong Yiwei Fu Asok Ray Bayesian Nonparametric Modeling of Categorical Data for Information Fusion and Causal Inference. 396 2018 20 Entropy 6 https://doi.org/10.3390/e20060396 https://www.wikidata.org/entity/Q103830465 db/journals/entropy/entropy20.html#XiongFR18

Najah F. Ghalyan David J. Miller 0001 Asok Ray A Locally Optimal Algorithm for Estimating a Generating Partition from an Observed Time Series and Its Application to Anomaly Detection. 2018 30 Neural Comput. 9 https://doi.org/10.1162/neco_a_01101 https://www.wikidata.org/entity/Q89078074 db/journals/neco/neco30.html#GhalyanMR18

Devesh K. Jha Nurali Virani Jan Reimann 0001 Abhishek Srivastav Asok Ray Symbolic analysis-based reduced order Markov modeling of time series data. 68-81 2018 149 Signal Process. https://doi.org/10.1016/j.sigpro.2018.03.004 https://www.wikidata.org/entity/Q130129792 db/journals/sigpro/sigpro149.html#JhaVRSR18

Yue Li 0014 Devesh K. Jha Asok Ray Thomas A. Wettergren Information-Theoretic Performance Analysis of Sensor Networks via Markov Modeling of Time Series Data. 1898-1909 2018 48 IEEE Trans. Cybern. 6 https://doi.org/10.1109/TCYB.2017.2717974 https://www.wikidata.org/entity/Q38686110 db/journals/tcyb/tcyb48.html#LiJRW18

Sihan Xiong Yiwei Fu Asok Ray Bayesian Nonparametric Regression Modeling of Panel Data for Sequential Classification. 4128-4139 2018 29 IEEE Trans. Neural Networks Learn. Syst. 9 https://doi.org/10.1109/TNNLS.2017.2752005 https://www.wikidata.org/entity/Q47788674 db/journals/tnn/tnn29.html#XiongFR18

Nurali Virani Shashi Phoha Asok Ray Learning From Multiple Imperfect Instructors in Sensor Networks. 5166-5172 2018 29 IEEE Trans. Neural Networks Learn. Syst. 10 https://doi.org/10.1109/TNNLS.2018.2791898 https://www.wikidata.org/entity/Q89559590 db/journals/tnn/tnn29.html#ViraniPR18

Devesh K. Jha Nurali Virani Asok Ray Markov Modeling of Time Series via Spectral Analysis for Detection of Combustion Instabilities. 123-138 2018 Handbook of Dynamic Data Driven Applications Systems https://doi.org/10.1007/978-3-319-95504-9_6 reference/sp/2018dddas db/reference/sp/dddas2018.html#JhaVR18 Nurali Virani Shashi Phoha Asok Ray On Compression of Machine-Derived Context Sets for Fusion of Multi-modal Sensor Data. 571-586 2018 Handbook of Dynamic Data Driven Applications Systems https://doi.org/10.1007/978-3-319-95504-9_25 reference/sp/2018dddas db/reference/sp/dddas2018.html#ViraniPR18

Michael Hauser Sean Gunn Samer Saab Jr. Asok Ray State Space Representations of Deep Neural Networks. 2018 abs/1806.03751 CoRR http://arxiv.org/abs/1806.03751 db/journals/corr/corr1806.html#abs-1806-03751

Yue Li 0014 Asok Ray Unsupervised Symbolization of Signal Time Series for Extraction of the Embedded Information. 148 2017 19 Entropy 4 https://doi.org/10.3390/e19040148 db/journals/entropy/entropy19.html#LiR17

Yue Li 0014 Devesh K. Jha Asok Ray Thomas A. Wettergren Information Fusion of Passive Sensors for Detection of Moving Targets in Dynamic Environments. 93-104 2017 47 IEEE Trans. Cybern. 1 https://doi.org/10.1109/TCYB.2015.2508024 https://www.wikidata.org/entity/Q39934565 db/journals/tcyb/tcyb47.html#LiJRW17

Michael Hauser Yiwei Fu Yue Li 0014 Shashi Phoha Asok Ray Probabilistic forecasting of symbol sequences with deep neural networks. 3147-3152 2017 ACC https://doi.org/10.23919/ACC.2017.7963431 conf/amcc/2017 db/conf/amcc/acc2017.html#HauserFLPR17 Sihan Xiong Jihang Li Asok Ray Bayesian nonparametric modeling of Markov chains for detection of thermoacoustic instabilities. 3758-3763 2017 ACC https://doi.org/10.23919/ACC.2017.7963530 conf/amcc/2017 db/conf/amcc/acc2017.html#XiongLR17 David J. Miller 0001 Najah F. Ghalyan Asok Ray A locally optimal algorithm for estimating a generating partition from an observed time series. 1-6 2017 MLSP https://doi.org/10.1109/MLSP.2017.8168162 conf/mlsp/2017 db/conf/mlsp/mlsp2017.html#MillerGR17 Michael Hauser Asok Ray Principles of Riemannian Geometry in Neural Networks. 2807-2816 2017 NIPS https://proceedings.neurips.cc/paper/2017/hash/0ebcc77dc72360d0eb8e9504c78d38bd-Abstract.html http://papers.nips.cc/paper/6873-principles-of-riemannian-geometry-in-neural-networks conf/nips/2017 db/conf/nips/nips2017.html#HauserR17

Devesh K. Jha Pritthi Chattopadhyay Soumik Sarkar Asok Ray Path planning in GPS-denied environments via collective intelligence of distributed sensor networks. 984-999 2016 89 Int. J. Control 5 https://doi.org/10.1080/00207179.2015.1110754 db/journals/ijcon/ijcon89.html#JhaCSR16

Soumalya Sarkar Pritthi Chattopadhyay Asok Ray Symbolization of dynamic data-driven systems for signal representation. 1535-1542 2016 10 Signal Image Video Process. 8 https://doi.org/10.1007/s11760-016-0967-5 db/journals/sivp/sivp10.html#SarkarCR16

Soheil Bahrampour Nasser M. Nasrabadi Asok Ray William Kenneth Jenkins Multimodal Task-Driven Dictionary Learning for Image Classification. 24-38 2016 25 IEEE Trans. Image Process. 1 https://doi.org/10.1109/TIP.2015.2496275 https://www.wikidata.org/entity/Q40352112 db/journals/tip/tip25.html#BahrampourNRJ16

Michael Hauser Yue Li 0014 Jihang Li Asok Ray Real-time combustion state identification via image processing: A dynamic data-driven approach. 3316-3321 2016 ACC https://doi.org/10.1109/ACC.2016.7525429 conf/amcc/2016 db/conf/amcc/acc2016.html#HauserLLR16 Nurali Virani Ji-Woong Lee Shashi Phoha Asok Ray Information-space partitioning and symbolization of multi-dimensional time-series data using density estimation. 3328-3333 2016 ACC https://doi.org/10.1109/ACC.2016.7525431 conf/amcc/2016 db/conf/amcc/acc2016.html#ViraniLPR16 Yusuke Seto Noboru Takahashi Devesh K. Jha Nurali Virani Asok Ray Data-driven robot gait modeling via symbolic time series analysis. 3904-3909 2016 ACC https://doi.org/10.1109/ACC.2016.7525522 conf/amcc/2016 db/conf/amcc/acc2016.html#SetoTJVR16 Pritthi Chattopadhyay Yue Li 0014 Asok Ray Real-time identification of state-of-charge in battery systems: Dynamic data-driven estimation with limited window length. 4907-4912 2016 ACC https://doi.org/10.1109/ACC.2016.7526130 conf/amcc/2016 db/conf/amcc/acc2016.html#ChattopadhyayLR16 Soumalya Sarkar Devesh K. Jha Kin Gwn Lore Soumik Sarkar Asok Ray Multimodal spatiotemporal information fusion using neural-symbolic modeling for early detection of combustion instabilities. 4918-4923 2016 ACC https://doi.org/10.1109/ACC.2016.7526132 conf/amcc/2016 db/conf/amcc/acc2016.html#SarkarJLSR16 Yue Li 0014 Devesh K. Jha Asok Ray Thomas A. Wettergren Sensor selection for passive sensor networks in dynamic environment: A dynamic data-driven approach. 4924-4929 2016 ACC https://doi.org/10.1109/ACC.2016.7526133 conf/amcc/2016 db/conf/amcc/acc2016.html#LiJRW16 Devesh K. Jha Minghui Zhu Yebin Wang Asok Ray Data-driven anytime algorithms for motion planning with safety guarantees. 5716-5721 2016 ACC https://doi.org/10.1109/ACC.2016.7526565 conf/amcc/2016 db/conf/amcc/acc2016.html#JhaZWR16 Nurali Virani Soumalya Sarkar Ji-Woong Lee Shashi Phoha Asok Ray Algorithms for Context Learning and Information Representation for Multi-Sensor Teams. 403-427 2016 Context-Enhanced Information Fusion https://doi.org/10.1007/978-3-319-28971-7_15 series/acvpr/978-3-319-28969-4 db/series/acvpr/fusion2016.html#ViraniSLPR16

Devesh K. Jha Thomas A. Wettergren Asok Ray Kushal Mukherjee Topology optimisation for energy management in underwater sensor networks. 1775-1788 2015 88 Int. J. Control 9 https://doi.org/10.1080/00207179.2015.1017006 db/journals/ijcon/ijcon88.html#JhaWRM15

Kshitij Jerath Asok Ray Sean Brennan 0001 Vikash V. Gayah Dynamic Prediction of Vehicle Cluster Distribution in Mixed Traffic: A Statistical Mechanics-Inspired Method. 2424-2434 2015 16 IEEE Trans. Intell. Transp. Syst. 5 https://doi.org/10.1109/TITS.2015.2409798 db/journals/tits/tits16.html#JerathRBG15

Yue Li 0014 Devesh K. Jha Asok Ray Thomas A. Wettergren Feature level sensor fusion for target detection in dynamic environments. 2433-2438 2015 ACC https://doi.org/10.1109/ACC.2015.7171097 conf/amcc/2015 db/conf/amcc/acc2015.html#LiJRW15 Pritthi Chattopadhyay Devesh K. Jha Soumik Sarkar Asok Ray Path planning in GPS-denied environments: A collective intelligence approach. 3082-3087 2015 ACC https://doi.org/10.1109/ACC.2015.7171806 conf/amcc/2015 db/conf/amcc/acc2015.html#ChattopadhyayJS15 Nurali Virani Ji-Woong Lee Shashi Phoha Asok Ray Learning context-aware measurement models. 4491-4496 2015 ACC https://doi.org/10.1109/ACC.2015.7172036 conf/amcc/2015 db/conf/amcc/acc2015.html#ViraniLPR15 Soumalya Sarkar Pritthi Chattopadhyay Asok Ray Shashi Phoha Mark Levi Alphabet size selection for symbolization of dynamic data-driven systems: An information-theoretic approach. 5194-5199 2015 ACC https://doi.org/10.1109/ACC.2015.7172150 conf/amcc/2015 db/conf/amcc/acc2015.html#SarkarCRPL15 Yue Li 0014 Asok Ray Pritthi Chattopadhyay Christopher D. Rahn Identification of battery parameters via symbolic input-output analysis: A dynamic data-driven approach. 5200-5205 2015 ACC https://doi.org/10.1109/ACC.2015.7172151 conf/amcc/2015 db/conf/amcc/acc2015.html#LiRCR15 Devesh K. Jha Abhishek Srivastav Kushal Mukherjee Asok Ray Depth estimation in Markov models of time-series data via spectral analysis. 5812-5817 2015 ACC https://doi.org/10.1109/ACC.2015.7172250 conf/amcc/2015 db/conf/amcc/acc2015.html#JhaSMR15 Soumalya Sarkar Thyagaraju Damarla Asok Ray Real-time activity recognition from seismic signature via multi-scale symbolic time series analysis (MSTSA). 5818-5823 2015 ACC https://doi.org/10.1109/ACC.2015.7172251 conf/amcc/2015 db/conf/amcc/acc2015.html#SarkarDR15 Soumalya Sarkar Devesh K. Jha Asok Ray Yue Li 0014 Dynamic data-driven symbolic causal modeling for battery performance & health monitoring. 1395-1402 2015 FUSION https://ieeexplore.ieee.org/document/7266720/ conf/fusion/2015 db/conf/fusion/fusion2015.html#SarkarJRL15 Soheil Bahrampour Nasser M. Nasrabadi Asok Ray Kenneth W. Jenkins Kernel task-driven dictionary learning for hyperspectral image classification. 1324-1328 2015 ICASSP https://doi.org/10.1109/ICASSP.2015.7178185 conf/icassp/2015 db/conf/icassp/icassp2015.html#BahrampourNRJ15

Soheil Bahrampour Nasser M. Nasrabadi Asok Ray W. Kenneth Jenkins Multimodal Task-Driven Dictionary Learning for Image Classification. 2015 abs/1502.01094 CoRR http://arxiv.org/abs/1502.01094 db/journals/corr/corr1502.html#BahrampourNRJ15

Soheil Bahrampour Nasser M. Nasrabadi Asok Ray Kenneth W. Jenkins Kernel Task-Driven Dictionary Learning for Hyperspectral Image Classification. 2015 abs/1502.03126 CoRR http://arxiv.org/abs/1502.03126 db/journals/corr/corr1502.html#BahrampourNRJ15a

Soumalya Sarkar Soumik Sarkar Nurali Virani Asok Ray Murat Yasar Sensor Fusion for Fault Detection and Classification in Distributed Physical Processes. 2014 1 Frontiers Robotics AI https://doi.org/10.3389/frobt.2014.00016 https://www.wikidata.org/entity/Q58643427 db/journals/firai/firai1.html#SarkarSVRY14 16

Xin Jin 0016 Asok Ray Navigation of autonomous vehicles for oil spill cleaning in dynamic and uncertain environments. 787-801 2014 87 Int. J. Control 4 https://doi.org/10.1080/00207179.2013.858829 db/journals/ijcon/ijcon87.html#JinR14

Kushal Mukherjee Asok Ray State splitting and merging in probabilistic finite state automata for signal representation and analysis. 105-119 2014 104 Signal Process. https://doi.org/10.1016/j.sigpro.2014.03.045 db/journals/sigpro/sigpro104.html#MukherjeeR14

Yue Li 0014 Asok Ray Thomas A. Wettergren Target detection and target type & motion classification: Comparison of feature extraction algorithms. 1132-1137 2014 ACC https://doi.org/10.1109/ACC.2014.6858726 conf/amcc/2014 db/conf/amcc/acc2014.html#LiRW14 Soumalya Sarkar Asok Ray Achintya Mukhopadhyay Rajendra R. Chaudhari Swarnendu Sen Early detection of lean blow out (LBO) via generalized D-Markov machine construction. 3041-3046 2014 ACC https://doi.org/10.1109/ACC.2014.6859048 conf/amcc/2014 db/conf/amcc/acc2014.html#SarkarRMCS14 Brian M. Smith Pritthi Chattopadhyay Asok Ray Shashi Phoha Thyagaraju Damarla Performance robustness of feature extraction for target detection & classification. 3814-3819 2014 ACC https://doi.org/10.1109/ACC.2014.6858590 conf/amcc/2014 db/conf/amcc/acc2014.html#SmithCRPD14 Kshitij Jerath Asok Ray Sean N. Brennan Vikash V. Gayah Statistical mechanics-inspired framework for studying the effects of mixed traffic flows on highway congestion. 5402-5407 2014 ACC https://doi.org/10.1109/ACC.2014.6858835 conf/amcc/2014 db/conf/amcc/acc2014.html#JerathRBG14 Nurali Virani Ji-Woong Lee Shashi Phoha Asok Ray Dynamic context-aware sensor selection for sequential hypothesis testing. 6889-6894 2014 CDC https://doi.org/10.1109/CDC.2014.7040471 conf/cdc/2014 db/conf/cdc/cdc2014.html#ViraniLPR14 Soheil Bahrampour Asok Ray Nasser M. Nasrabadi Kenneth W. Jenkins Quality-Based Multimodal Classification Using Tree-Structured Sparsity. 4114-4121 2014 CVPR https://doi.org/10.1109/CVPR.2014.524 https://doi.ieeecomputersociety.org/10.1109/CVPR.2014.524 conf/cvpr/2014 db/conf/cvpr/cvpr2014.html#BahrampourRNJ14 Shashi Phoha Nurali Virani Pritthi Chattopadhyay Soumalya Sarkar Brian M. Smith Asok Ray Context-aware Dynamic Data-driven Pattern Classification. 1324-1333 2014 ICCS https://doi.org/10.1016/j.procs.2014.05.119 conf/iccS/2014 db/conf/iccS/iccS2014.html#PhohaVCSSR14

Soheil Bahrampour Asok Ray Nasser M. Nasrabadi Kenneth W. Jenkins Quality-based Multimodal Classification Using Tree-Structured Sparsity. 2014 abs/1403.1902 CoRR http://arxiv.org/abs/1403.1902 db/journals/corr/corr1403.html#BahrampourRNJ14

Soumik Sarkar Kushal Mukherjee Asok Ray Distributed decision propagation in mobile-agent proximity networks. 1118-1130 2013 86 Int. J. Control 6 https://doi.org/10.1080/00207179.2013.782511 db/journals/ijcon/ijcon86.html#SarkarMR13

Soheil Bahrampour Asok Ray Soumalya Sarkar Thyagaraju Damarla Nasser M. Nasrabadi Performance comparison of feature extraction algorithms for target detection and classification. 2126-2134 2013 34 Pattern Recognit. Lett. 16 https://doi.org/10.1016/j.patrec.2013.06.021 db/journals/prl/prl34.html#BahrampourRSDN13

Yicheng Wen Kushal Mukherjee Asok Ray Adaptive pattern classification for symbolic dynamic systems. 252-260 2013 93 Signal Process. 1 https://doi.org/10.1016/j.sigpro.2012.08.002 db/journals/sigpro/sigpro93.html#WenMR13

Yicheng Wen Asok Ray Shashi Phoha Hilbert space formulation of symbolic systems for signal representation and analysis. 2594-2611 2013 93 Signal Process. 9 https://doi.org/10.1016/j.sigpro.2013.02.002 db/journals/sigpro/sigpro93.html#WenRP13

Yicheng Wen Asok Ray Qiang Du 0001 A variance-estimation-based stopping rule for symbolic dynamic filtering. 189-195 2013 7 Signal Image Video Process. 1 https://doi.org/10.1007/s11760-011-0215-y db/journals/sivp/sivp7.html#WenRD13

Xin Jin 0016 Asok Ray Coverage control of autonomous vehicles for oil spill cleaning in dynamic and uncertain environments. 2594-2599 2013 ACC https://doi.org/10.1109/ACC.2013.6580225 conf/amcc/2013 db/conf/amcc/acc2013.html#JinR13 Santanu Das Soumalya Sarkar Asok Ray Ashok N. Srivastava Donald L. Simon Anomaly detection in flight recorder data: A dynamic data-driven approach. 2668-2673 2013 ACC https://doi.org/10.1109/ACC.2013.6580237 conf/amcc/2013 db/conf/amcc/acc2013.html#DasSRSS13 Soumalya Sarkar Nurali Virani Murat Yasar Asok Ray Soumik Sarkar Spatiotemporal information fusion for fault detection in shipboard auxiliary systems. 3846-3851 2013 ACC https://doi.org/10.1109/ACC.2013.6580426 conf/amcc/2013 db/conf/amcc/acc2013.html#SarkarVYRS13 Siddharth Sonti Nurali Virani Devesh K. Jha Kushal Mukherjee Asok Ray Language measure-theoretic path planning in the presence of dynamic obstacles. 5110-5115 2013 ACC https://doi.org/10.1109/ACC.2013.6580632 conf/amcc/2013 db/conf/amcc/acc2013.html#SontiVJMR13 Nurali Virani Shane Marcks Soumalya Sarkar Kushal Mukherjee Asok Ray Shashi Phoha Dynamic Data Driven Sensor Array Fusion for Target Detection and Classification. 2046-2055 2013 ICCS https://doi.org/10.1016/j.procs.2013.05.374 conf/iccS/2013 db/conf/iccS/iccS2013.html#ViraniMSMRP13

Yicheng Wen Asok Ray Vector space formulation of probabilistic finite state automata. 1127-1141 2012 78 J. Comput. Syst. Sci. 4 https://doi.org/10.1016/j.jcss.2012.02.001 db/journals/jcss/jcss78.html#WenR12

Patrick Adenis Yicheng Wen Asok Ray An inner product space on irreducible and synchronizable probabilistic finite state automata. 281-310 2012 23 Math. Control. Signals Syst. 4 https://doi.org/10.1007/s00498-012-0075-1 db/journals/mcss/mcss23.html#AdenisWR12

Shashi Phoha Goutham Mallapragada Yicheng Wen Doina Bein Asok Ray Designing a Fusion-Driven Sensor Network to Selectively Track Mobile Targets. 2012 22 Parallel Process. Lett. 1 https://doi.org/10.1142/S0129626412500016 db/journals/ppl/ppl22.html#PhohaMWBR12

Soumik Sarkar Kushal Mukherjee Xin Jin 0016 Dheeraj S. Singh Asok Ray Optimization of symbolic feature extraction for pattern classification. 625-635 2012 92 Signal Process. 3 https://doi.org/10.1016/j.sigpro.2011.08.013 db/journals/sigpro/sigpro92.html#SarkarMJSR12

Goutham Mallapragada Asok Ray Xin Jin 0016 Symbolic Dynamic Filtering and Language Measure for Behavior Identification of Mobile Robots. 647-659 2012 42 IEEE Trans. Syst. Man Cybern. Part B 3 https://doi.org/10.1109/TSMCB.2011.2172419 https://www.wikidata.org/entity/Q51502328 db/journals/tsmc/tsmcb42.html#MallapragadaRJ12

Soumik Sarkar Kushal Mukherjee Asok Ray Abhishek Srivastav Thomas A. Wettergren Statistical Mechanics-Inspired Modeling of Heterogeneous Packet Transmission in Communication Networks. 1083-1094 2012 42 IEEE Trans. Syst. Man Cybern. Part B 4 https://doi.org/10.1109/TSMCB.2012.2186611 https://www.wikidata.org/entity/Q83629995 db/journals/tsmc/tsmcb42.html#SarkarMRSW12

Yicheng Wen Kushal Mukherjee Asok Ray Adaptation in symbolic dynamic systems for pattern classification. 697-702 2012 ACC https://doi.org/10.1109/ACC.2012.6314678 conf/amcc/2012 db/conf/amcc/acc2012.html#WenMR12 Yicheng Wen Soumalya Sarkar Asok Ray Xin Jin 0016 Thyagaraju Damarla A unified framework for supervised learning of semantic models. 2183-2188 2012 ACC https://doi.org/10.1109/ACC.2012.6314719 conf/amcc/2012 db/conf/amcc/acc2012.html#WenSRJD12 Xin Jin 0016 Shalabh Gupta Jacqueline M. Luff Asok Ray Multi-resolution navigation of mobile robots with complete coverage of unknown and complex environments. 4867-4872 2012 ACC https://doi.org/10.1109/ACC.2012.6314800 conf/amcc/2012 db/conf/amcc/acc2012.html#JinGLR12 Soumalya Sarkar Kushal Mukherjee Soumik Sarkar Asok Ray Symbolic transient time-series analysis for fault detection in aircraft gas turbine engines. 5132-5137 2012 ACC https://doi.org/10.1109/ACC.2012.6315253 conf/amcc/2012 db/conf/amcc/acc2012.html#SarkarMSR12 Soumik Sarkar Kushal Mukherjee Asok Ray Distributed decision propagation in mobile agent networks. 5276-5281 2012 ACC https://doi.org/10.1109/ACC.2012.6314846 conf/amcc/2012 db/conf/amcc/acc2012.html#SarkarMR12

Kushal Mukherjee Asok Ray Thomas A. Wettergren Shalabh Gupta Shashi Phoha Real-time adaptation of decision thresholds in sensor networks for detection of moving targets. 185-191 2011 47 Autom. 1 https://doi.org/10.1016/j.automatica.2010.10.031 db/journals/automatica/automatica47.html#MukherjeeRWGP11

Doina Bein Yicheng Wen Shashi Phoha Bharat B. Madan Asok Ray Distributed network control for mobile multi-modal wireless sensor networks. 460-470 2011 71 J. Parallel Distributed Comput. 3 https://doi.org/10.1016/j.jpdc.2010.08.016 db/journals/jpdc/jpdc71.html#BeinWPMR11

Xin Jin 0016 Shalabh Gupta Kushal Mukherjee Asok Ray Wavelet-based feature extraction using probabilistic finite state automata for pattern classification. 1343-1356 2011 44 Pattern Recognit. 7 https://doi.org/10.1016/j.patcog.2010.12.003 db/journals/pr/pr44.html#JinGMR11

Kiran S. Balagani Vir V. Phoha Asok Ray Shashi Phoha On the discriminability of keystroke feature vectors used in fixed text keystroke authentication. 1070-1080 2011 32 Pattern Recognit. Lett. 7 https://doi.org/10.1016/j.patrec.2011.02.014 db/journals/prl/prl32.html#BalaganiPRP11

Kushal Mukherjee Shalabh Gupta Asok Ray Thomas A. Wettergren Statistical-Mechanics-Inspired Optimization of Sensor Field Configuration for Detection of Mobile Targets. 783-791 2011 41 IEEE Trans. Syst. Man Cybern. Part B 3 https://doi.org/10.1109/TSMCB.2010.2092763 https://www.wikidata.org/entity/Q51622801 db/journals/tsmc/tsmcb41.html#MukherjeeGRW11

Ishanu Chattopadhyay Yicheng Wen Asok Ray Shashi Phoha Unsupervised inductive learning in symbolic sequences via Recursive Identification of Self-Similar Semantics. 125-130 2011 ACC https://doi.org/10.1109/ACC.2011.5991453 conf/amcc/2011 db/conf/amcc/acc2011.html#ChattopadhyayWR11 Soumik Sarkar Dheeraj Sharan Singh Abhishek Srivastav Asok Ray Semantic sensor fusion for fault diagnosis in aircraft gas turbine engines. 220-225 2011 ACC https://doi.org/10.1109/ACC.2011.5991168 conf/amcc/2011 db/conf/amcc/acc2011.html#SarkarSSR11 Dheeraj Sharan Singh Soumik Sarkar Shalabh Gupta Asok Ray Optimal partitioning of ultrasonic data for fatigue damage detection? 798-803 2011 ACC https://doi.org/10.1109/ACC.2011.5991263 conf/amcc/2011 db/conf/amcc/acc2011.html#SinghSGR11 Abhishek Srivastav Yicheng Wen Evan Hendrick Ishanu Chattopadhyay Asok Ray Shashi Phoha Information fusion for object & situation assessment in sensor networks. 1274-1279 2011 ACC https://doi.org/10.1109/ACC.2011.5991171 conf/amcc/2011 db/conf/amcc/acc2011.html#SrivastavWHCRP11 Ishanu Chattopadhyay Asok Ray GODDeS: Globally ∈-Optimal Routing Via Distributed Decision-theoretic Self-organization. 3215-3220 2011 ACC https://doi.org/10.1109/ACC.2011.5991451 conf/amcc/2011 db/conf/amcc/acc2011.html#ChattopadhyayR11 Yicheng Wen Asok Ray Ishanu Chattopadhyay Shashi Phoha Modeling of symbolic systems: Part I - Vector space representation of probabilistic finite state automata. 5133-5138 2011 ACC https://doi.org/10.1109/ACC.2011.5990763 conf/amcc/2011 db/conf/amcc/acc2011.html#WenRCP11 Yicheng Wen Asok Ray Ishanu Chattopadhyay Shashi Phoha Modeling of symbolic systems: Part II - Hilbert space construction for model identification and order reduction. 5139-5144 2011 ACC https://doi.org/10.1109/ACC.2011.5990620 conf/amcc/2011 db/conf/amcc/acc2011.html#WenRCP11a Patrick Adenis Kushal Mukherjee Asok Ray State splitting and state merging in probabilistic finite state automata. 5145-5150 2011 ACC https://doi.org/10.1109/ACC.2011.5990861 conf/amcc/2011 db/conf/amcc/acc2011.html#AdenisMR11 Xin Jin 0016 Shalabh Gupta Asok Ray Thyagaraju Damarla Symbolic dynamic filtering of seismic sensors for target detection and classification. 5151-5156 2011 ACC https://doi.org/10.1109/ACC.2011.5990813 conf/amcc/2011 db/conf/amcc/acc2011.html#JinGRD11 Murat Yasar Subhadeep Chakraborty Eric Keller Gaurav Bajpai Asok Ray Symbolic encoding of analytic signals for structural monitoring of power systems. 5157-5162 2011 ACC https://doi.org/10.1109/ACC.2011.5990760 conf/amcc/2011 db/conf/amcc/acc2011.html#YasarCKBR11 Xin Jin 0016 Shalabh Gupta Asok Ray Thyagaraju Damarla Multimodal sensor fusion for personnel detection. 1-8 2011 FUSION https://ieeexplore.ieee.org/document/5977675/ conf/fusion/2011 db/conf/fusion/fusion2011.html#JinGRD11

Yicheng Wen Asok Ray A stopping rule for symbolic dynamic filtering. 1125-1128 2010 23 Appl. Math. Lett. 9 https://doi.org/10.1016/j.aml.2010.04.048 db/journals/appml/appml23.html#WenR10

Ishanu Chattopadhyay Asok Ray Optimal control of infinite horizon partially observable decision processes modelled as generators of probabilistic regular languages. 457-483 2010 83 Int. J. Control 3 https://doi.org/10.1080/00207170903193458 db/journals/ijcon/ijcon83.html#ChattopadhyayR10

Abhishek Srivastav Asok Ray Self-organization of sensor networks for detection of pervasive faults. 99-104 2010 4 Signal Image Video Process. 1 https://doi.org/10.1007/s11760-008-0101-4 db/journals/sivp/sivp4.html#SrivastavR10

Aparna Subbu Abhishek Srivastav Asok Ray Eric Keller Symbolic dynamic filtering for image analysis: theory and experimental validation. 319-329 2010 4 Signal Image Video Process. 3 https://doi.org/10.1007/s11760-009-0122-7 db/journals/sivp/sivp4.html#SubbuSRK10

Subhadeep Chakraborty Asok Ray Aparna Subbu Eric Keller Analytic signal space partitioning and symbolic dynamic filtering for degradation monitoring of electric motors. 399-403 2010 4 Signal Image Video Process. 4 https://doi.org/10.1007/s11760-009-0133-4 db/journals/sivp/sivp4.html#ChakrabortyRSK10

Soumik Sarkar Kushal Mukherjee Abhishek Srivastav Asok Ray Critical phenomena and finite-size scaling in communication networks? 271-276 2010 ACC https://doi.org/10.1109/ACC.2010.5530594 conf/amcc/2010 db/conf/amcc/acc2010.html#SarkarMSR10 Ishanu Chattopadhyay Sonia Mohinta Asok Ray A decision-theoretic model of selection modulated intra-host antigenic variation for multi-strain pathogens. 454-459 2010 ACC https://doi.org/10.1109/ACC.2010.5530990 conf/amcc/2010 db/conf/amcc/acc2010.html#ChattopadhyayMR10 Ishanu Chattopadhyay Yicheng Wen Asok Ray Pattern classification in symbolic streams via semantic annihilation of information. 492-497 2010 ACC https://doi.org/10.1109/ACC.2010.5530857 conf/amcc/2010 db/conf/amcc/acc2010.html#ChattopadhyayWR10 Kushal Mukherjee Shalabh Gupta Asok Ray Thomas A. Wettergren Statistical mechanics-inspired optimization for sensor field reconfiguration. 714-719 2010 ACC https://doi.org/10.1109/ACC.2010.5530900 conf/amcc/2010 db/conf/amcc/acc2010.html#MukherjeeGRW10 Ishanu Chattopadhyay Yicheng Wen Shashi Phoha Asok Ray Mathematical Foundations of Sensor Network Design Based On Linguistic Informatics. 1073-1078 2010 ACC https://doi.org/10.1109/ACC.2010.5530774 conf/amcc/2010 db/conf/amcc/acc2010.html#ChattopadhyayWP10 Xin Jin 0016 Shalabh Gupta Kushal Mukherjee Asok Ray Symbolic dynamics of wavelet images for pattern identification. 3481-3486 2010 ACC https://doi.org/10.1109/ACC.2010.5531077 conf/amcc/2010 db/conf/amcc/acc2010.html#JinGMR10 Subhadeep Chakraborty Eric Keller Asok Ray Jeffrey Mayer Symbolic identification of dynamical systems: Theory and experimental validation. 3716-3721 2010 ACC https://doi.org/10.1109/ACC.2010.5530662 conf/amcc/2010 db/conf/amcc/acc2010.html#ChakrabortyKRM10 Murat Yasar Asok Ray Harry G. Kwatny Minimum rotation partitioning for data analysis and its application to fault detection. 5439-5444 2010 ACC https://doi.org/10.1109/ACC.2010.5530853 conf/amcc/2010 db/conf/amcc/acc2010.html#YasarRK10 Subhadeep Chakraborty Soumik Sarkar Asok Ray Shashi Phoha Symbolic identification for anomaly detection in aircraft gas turbine engines. 5954-5959 2010 ACC https://doi.org/10.1109/ACC.2010.5531246 conf/amcc/2010 db/conf/amcc/acc2010.html#ChakrabortySRP10 Soumik Sarkar Kushal Mukherjee Abhishek Srivastav Asok Ray Distributed decision propagation in mobile agent networks. 633-638 2010 CDC https://doi.org/10.1109/CDC.2010.5717036 conf/cdc/2010 db/conf/cdc/cdc2010.html#SarkarMSR10 Goutham Mallapragada Yicheng Wen Shashi Phoha Doina Bein Asok Ray Tracking Mobile Targets Using Wireless Sensor Networks. 873-878 2010 ITNG https://doi.org/10.1109/ITNG.2010.30 https://doi.ieeecomputersociety.org/10.1109/ITNG.2010.30 conf/itng/2010 db/conf/itng/itng2010.html#MallapragadaWPBR10 Bharat B. Madan Shashi Phoha Asok Ray Target parameter estimation with heterogeneous sensor networks. 96-101 2010 MFI https://doi.org/10.1109/MFI.2010.5604485 conf/mfi/2010 db/conf/mfi/mfi2010.html#MadanPR10

Ishanu Chattopadhyay Yicheng Wen Asok Ray Pattern Classification In Symbolic Streams via Semantic Annihilation of Information http://arxiv.org/abs/1008.3667 2010 CoRR abs/1008.3667 db/journals/corr/corr1008.html#abs-1008-3667

Ishanu Chattopadhyay Anthony Cascone Asok Ray Formal-language-theoretic Optimal Path Planning For Accommodation of Amortized Uncertainties and Dynamic Effects http://arxiv.org/abs/1008.3760 2010 CoRR abs/1008.3760 db/journals/corr/corr1008.html#abs-1008-3760

Goutham Mallapragada Ishanu Chattopadhyay Asok Ray Autonomous robot navigation using optimal control of probabilistic regular languages. 13-26 2009 82 Int. J. Control 1 https://doi.org/10.1080/00207170801947096 db/journals/ijcon/ijcon82.html#MallapragadaCR09

Ishanu Chattopadhyay Goutham Mallapragada Asok Ray ν☆: a robot path planning algorithm based on renormalised measure of probabilistic regular languages. 849-867 2009 82 Int. J. Control 5 https://doi.org/10.1080/00207170802343196 db/journals/ijcon/ijcon82.html#ChattopadhyayMR09

Abhishek Srivastav Asok Ray Shashi Phoha Adaptive Sensor Activity Scheduling in Distributed Sensor Networks: A Statistical Mechanics Approach. 242-261 2009 5 Int. J. Distributed Sens. Networks 3 https://doi.org/10.1080/15501320802473250 db/journals/ijdsn/ijdsn5.html#SrivastavRP09

Chinmay Rao Kushal Mukherjee Soumik Sarkar Asok Ray Statistical estimation of multiple parameters via symbolic dynamic filtering. 981-988 2009 89 Signal Process. 6 https://doi.org/10.1016/j.sigpro.2008.11.018 db/journals/sigpro/sigpro89.html#RaoMSR09

Soumik Sarkar Kushal Mukherjee Asok Ray Generalization of Hilbert transform for symbolic analysis of noisy signals. 1245-1251 2009 89 Signal Process. 6 https://doi.org/10.1016/j.sigpro.2008.12.009 db/journals/sigpro/sigpro89.html#SarkarMR09

Chinmay Rao Asok Ray Soumik Sarkar Murat Yasar Review and comparative evaluation of symbolic dynamic filtering for detection of anomaly patterns. 101-114 2009 3 Signal Image Video Process. 2 https://doi.org/10.1007/s11760-008-0061-8 db/journals/sivp/sivp3.html#RaoRSY09

Ishanu Chattopadhyay Asok Ray Supervised Self-Organization of Homogeneous Swarms Using Ergodic Projections of Markov Chains. 1505-1515 2009 39 IEEE Trans. Syst. Man Cybern. Part B 6 https://doi.org/10.1109/TSMCB.2009.2020173 https://www.wikidata.org/entity/Q51829690 db/journals/tsmc/tsmcb39.html#ChattopadhyayR09

Subhadeep Chakraborty Chinmay Rao Eric Keller Asok Ray Murat Yasar Data-driven estimation of multiple fault parameters in permanent magnet synchronous motors. 204-209 2009 ACC https://doi.org/10.1109/ACC.2009.5160253 conf/amcc/2009 db/conf/amcc/acc2009.html#ChakrabortyRKRY09 Dheeraj S. Singh Abhishek Srivastav Shalabh Gupta Eric Keller Asok Ray Ultrasonic measurement of crack opening load for life-extending control of mechanical structures. 210-215 2009 ACC https://doi.org/10.1109/ACC.2009.5160021 conf/amcc/2009 db/conf/amcc/acc2009.html#SinghSGKR09 Soumik Sarkar Chinmay Rao Asok Ray Estimation of multiple faults in aircraft gas-turbine engines. 216-221 2009 ACC https://doi.org/10.1109/ACC.2009.5159981 conf/amcc/2009 db/conf/amcc/acc2009.html#SarkarRR09 Goutham Mallapragada Asok Ray Behavior recognition in mobile robots using Symbolic Dynamic Filtering and language measure. 1329-1334 2009 ACC https://doi.org/10.1109/ACC.2009.5160145 conf/amcc/2009 db/conf/amcc/acc2009.html#MallapragadaR09 Soumik Sarkar Kushal Mukherjee Abhishek Srivastav Asok Ray Understanding phase transition in communication networks to enable robust and resilient control. 1549-1554 2009 ACC https://doi.org/10.1109/ACC.2009.5159994 conf/amcc/2009 db/conf/amcc/acc2009.html#SarkarMSR09 Ishanu Chattopadhyay Asok Ray Optimal path-planning under finite memory obstacle dynamics based on probabilistic finite state automata models. 2403-2408 2009 ACC https://doi.org/10.1109/ACC.2009.5160369 conf/amcc/2009 db/conf/amcc/acc2009.html#ChattopadhyayR09 Ishanu Chattopadhyay Asok Ray Generalization of v⋆ path planning for accommodation of amortized dynamic uncertainties in plan execution. 2415-2420 2009 ACC https://doi.org/10.1109/ACC.2009.5160367 conf/amcc/2009 db/conf/amcc/acc2009.html#ChattopadhyayR09a Ishanu Chattopadhyay Asok Ray Supervised self-organization of large homogeneous Swarms using Ergodic Projections of Markov Chains. 2922-2927 2009 ACC https://doi.org/10.1109/ACC.2009.5160372 conf/amcc/2009 db/conf/amcc/acc2009.html#ChattopadhyayR09b Kushal Mukherjee Asok Ray Thomas A. Wettergren Ishanu Chattopadhyay Shashi Phoha Signal threshold estimation in a sensor field for undersea target tracking. 3591-3596 2009 ACC https://doi.org/10.1109/ACC.2009.5159844 conf/amcc/2009 db/conf/amcc/acc2009.html#MukherjeeRWCP09 Wei Lu Ishanu Chattopadhyay Goutham Mallapragada Asok Ray A real time implementable All-Pair Dynamic Planning Algorithm for robot navigation based on the renormalized measure of probabilistic regular languages. 5174-5179 2009 ACC https://doi.org/10.1109/ACC.2009.5160373 conf/amcc/2009 db/conf/amcc/acc2009.html#LuCMR09 Chinmay Rao Kushal Mukherjee Shalabh Gupta Asok Ray Shashi Phoha Underwater mine detection using symbolic pattern analysis of sidescan sonar images. 5416-5421 2009 ACC https://doi.org/10.1109/ACC.2009.5160102 conf/amcc/2009 db/conf/amcc/acc2009.html#RaoMGRP09 Soumik Sarkar Kushal Mukherjee Asok Ray Symbolic analysis of time series signals using generalized Hilbert transform. 5422-5427 2009 ACC https://doi.org/10.1109/ACC.2009.5159908 conf/amcc/2009 db/conf/amcc/acc2009.html#SarkarMR09 Abhishek Srivastav Asok Ray Shashi Phoha Adaptive control of sensor networks for detection of percolating faults. 5797-5802 2009 ACC https://doi.org/10.1109/ACC.2009.5160017 conf/amcc/2009 db/conf/amcc/acc2009.html#SrivastavRP09 Xin Jin 0016 Soumik Sarkar Kushal Mukherjee Asok Ray Suboptimal partitioning of time-series data for anomaly detection. 1020-1025 2009 CDC https://doi.org/10.1109/CDC.2009.5400158 conf/cdc/2009 db/conf/cdc/cdc2009.html#JinSMR09 Subhadeep Chakraborty Eric Keller Asok Ray Data Driven Anomaly detection via Symbolic Identification of Complex Dynamical Systems. 3745-3750 2009 SMC conf/smc/2009 db/conf/smc/smc2009.html#ChakrabortyKR09 https://doi.org/10.1109/ICSMC.2009.5346890

Ishanu Chattopadhyay Asok Ray Structural transformations of probabilistic finite state machines. 820-835 2008 81 Int. J. Control 5 https://doi.org/10.1080/00207170701704746 db/journals/ijcon/ijcon81.html#ChattopadhyayR08

Ishanu Chattopadhyay Asok Ray Generalised projections in finite state automata and decidability of state determinacy. 1626-1644 2008 81 Int. J. Control 10 https://doi.org/10.1080/00207170801888837 db/journals/ijcon/ijcon81.html#ChattopadhyayR08a

Venkatesh Rajagopalan Subhadeep Chakraborty Asok Ray Estimation of slowly varying parameters in nonlinear systems via symbolic dynamic filtering. 339-348 2008 88 Signal Process. 2 https://doi.org/10.1016/j.sigpro.2007.08.007 db/journals/sigpro/sigpro88.html#RajagopalanCR08

Ishanu Chattopadhyay Goutham Mallapragada Asok Ray L*: An intelligent path planning algorithm based on renormalized measure of probabilistic regular languages. 1249-1254 2008 ACC https://doi.org/10.1109/ACC.2008.4586664 conf/amcc/2008 db/conf/amcc/acc2008.html#ChattopadhyayMR08 Chinmay Rao Kushal Mukherjee Soumik Sarkar Asok Ray Estimation of multiple parameters in dynamical systems. 1292-1297 2008 ACC https://doi.org/10.1109/ACC.2008.4586671 conf/amcc/2008 db/conf/amcc/acc2008.html#RaoMSR08 Soumik Sarkar Kushal Mukherjee Asok Ray Murat Yasar Fault diagnosis and isolation in aircraft gas turbine engines. 2166-2171 2008 ACC https://doi.org/10.1109/ACC.2008.4586813 conf/amcc/2008 db/conf/amcc/acc2008.html#SarkarMRY08 Subhadeep Chakraborty Soumik Sarkar Asok Ray Symbolic identification and anomaly detection in complex dynamical systems. 2792-2797 2008 ACC https://doi.org/10.1109/ACC.2008.4586916 conf/amcc/2008 db/conf/amcc/acc2008.html#ChakrabortySR08 Chinmay Rao Soumik Sarkar Asok Ray Murat Yasar Comparative evaluation of Symbolic Dynamic Filtering for detection of anomaly patterns. 3052-3057 2008 ACC https://doi.org/10.1109/ACC.2008.4586961 conf/amcc/2008 db/conf/amcc/acc2008.html#RaoSRY08 Dheeraj Sharan Singh Shalabh Gupta Subhadeep Chakraborty Asok Ray Early detection of fatigue damage using escort distributions of ultrasonic data sequences. 4286-4291 2008 ACC https://doi.org/10.1109/ACC.2008.4587167 conf/amcc/2008 db/conf/amcc/acc2008.html#SinghGCR08 Murat Yasar Asok Ray Trend detection and data mining via wavelet and Hilbert-Huang transforms. 4292-4297 2008 ACC https://doi.org/10.1109/ACC.2008.4587168 conf/amcc/2008 db/conf/amcc/acc2008.html#YasarR08

Ishanu Chattopadhyay Asok Ray Generalized language measure families of probabilistic finite state systems. 789-799 2007 80 Int. J. Control 5 https://doi.org/10.1080/00207170601188784 db/journals/ijcon/ijcon80.html#ChattopadhyayR07

Ishanu Chattopadhyay Asok Ray Language-measure-theoretic optimal control of probabilistic finite-state systems. 1271-1290 2007 80 Int. J. Control 8 https://doi.org/10.1080/00207170701286322 db/journals/ijcon/ijcon80.html#ChattopadhyayR07a

Venkatesh Rajagopalan Asok Ray Rohan Samsi Jeffrey Mayer Pattern identification in dynamical systems via symbolic time series analysis. 2897-2907 2007 40 Pattern Recognit. 11 https://doi.org/10.1016/j.patcog.2007.03.007 db/journals/pr/pr40.html#RajagopalanRSM07

Shalabh Gupta Asok Ray Estimation of Fatigue Life Using Ultrasonic Sensing: A Symbolic Dynamics Approach. 1149-1154 2007 ACC https://doi.org/10.1109/ACC.2007.4282229 conf/amcc/2007 db/conf/amcc/acc2007.html#GuptaR07 Ravindra Patankar Venkatesh Rajagopalan Devendra Kumar Tolani Asok Ray Michael Begin Prognosis of Failure Precursor in Complex Electrical Systems Using Symbolic Dynamics. 1846-1851 2007 ACC https://doi.org/10.1109/ACC.2007.4282219 conf/amcc/2007 db/conf/amcc/acc2007.html#PatankarRTRB07 Abhishek Srivastav Asok Ray Shalabh Gupta Irreversibility-based Measure of Slowly Evolving Anomalies. 3228-3233 2007 ACC https://doi.org/10.1109/ACC.2007.4282880 conf/amcc/2007 db/conf/amcc/acc2007.html#SrivastavRG07 Ishanu Chattopadhyay Asok Ray Generalized Projections in Finite State Automata & Decidability of State Determinacy. 5664-5669 2007 ACC https://doi.org/10.1109/ACC.2007.4282235 conf/amcc/2007 db/conf/amcc/acc2007.html#ChattopadhyayR07 Ishanu Chattopadhyay Asok Ray Language-measure-theoretic optimal control of probabilistic finite-state systems. 5930-5935 2007 CDC https://doi.org/10.1109/CDC.2007.4434495 conf/cdc/2007 db/conf/cdc/cdc2007.html#ChattopadhyayR07 Shashi Phoha Asok Ray Dynamic Information Fusion Driven Design of Urban Sensor Networks. 1-6 2007 ICNSC https://doi.org/10.1109/ICNSC.2007.372923 conf/icnsc/2007 db/conf/icnsc/icnsc2007.html#PhohaR07 Aparna Subbu Eric Keller Asok Ray A Symbolic Dynamics Based Approach to Pattern Recognition in Image Sequences. 383-389 2007 conf/ipcv/2007 IPCV db/conf/ipcv/ipcv2007.html#SubbuKR07

D. K. Tolani Asok Ray Joseph F. Horn Integrated decision and control of human-engineered complex systems. 275-294 2006 35 Int. J. Gen. Syst. 3 https://doi.org/10.1080/03081070600660962 db/journals/ijgs/ijgs35.html#TolaniRH06

Devendra Kumar Tolani Murat Yasar Asok Ray Vigor Yang Anomaly Detection in Aircraft Gas Turbine Engines. 44-51 2006 3 J. Aerosp. Comput. Inf. Commun. 2 https://doi.org/10.2514/1.15768 db/journals/jacic/jacic3.html#TolaniYRY06

Venkatesh Rajagopalan Asok Ray Symbolic time series analysis via wavelet-based partitioning. 3309-3320 2006 86 Signal Process. 11 https://doi.org/10.1016/j.sigpro.2006.01.014 db/journals/sigpro/sigpro86.html#RajagopalanR06

Rohan Samsi Venkatesh Rajagopalan Asok Ray Wavelet-based symbolic analysis for detection of broken rotor bars in inverter-fed induction motors. 1-6 2006 ACC https://doi.org/10.1109/ACC.2006.1657182 conf/amcc/2006 db/conf/amcc/acc2006.html#SamsiRR06 Murat Yasar Joseph F. Horn Asok Ray Effects of supervisory decisions on nonlinear aircraft dynamics. 1-6 2006 ACC https://doi.org/10.1109/ACC.2006.1657370 conf/amcc/2006 db/conf/amcc/acc2006.html#YasarHR06 Amol M. Khatkhate Shalabh Gupta Asok Ray Eric Keller Life Extending Control of Mechanical Systems* using Symbolic Time Series Analysis. 3765-3770 2006 ACC https://doi.org/10.1109/ACC.2006.1657304 conf/amcc/2006 db/conf/amcc/acc2006.html#KhatkhateGRK06 Goutham Mallapragada Ishanu Chattopadhyay Asok Ray Autonomous Navigation of Mobile Robots Using Optimal Control of Finite State Automata. 2400-2405 2006 CDC https://doi.org/10.1109/CDC.2006.377302 conf/cdc/2006 db/conf/cdc/cdc2006.html#MallapragadaCR06 Rohan Samsi Jeffrey Mayer Asok Ray Broken Rotor Bar detection using Symbolic Wavelet Analysis. 4058-4063 2006 CDC https://doi.org/10.1109/CDC.2006.377822 conf/cdc/2006 db/conf/cdc/cdc2006.html#SamsiMR06

Constantino M. Lagoa Jinbo Fu Asok Ray Robust optimal control of regular languages. 1439-1445 2005 41 Autom. 8 https://doi.org/10.1016/j.automatica.2005.03.016 db/journals/automatica/automatica41.html#LagoaFR05

Shin C. Chin Asok Ray Venkatesh Rajagopalan Symbolic time series analysis for anomaly detection: A comparative evaluation. 1859-1868 2005 85 Signal Process. 9 https://doi.org/10.1016/j.sigpro.2005.03.014 db/journals/sigpro/sigpro85.html#ChinRR05

Devendra Tolani Murat Yasar Shin C. Chin Asok Ray Anomaly detection for health management of aircraft gas turbine engines. 459-464vol.1 2005 ACC https://doi.org/10.1109/ACC.2005.1469978 conf/amcc/2005 db/conf/amcc/acc2005.html#TolaniYCR05 Saurabh Bhatnagar Venkatesh Rajagopalan Asok Ray Incipient fault detection in mechanical power transmission systems. 472-477vol.1 2005 ACC https://doi.org/10.1109/ACC.2005.1469980 conf/amcc/2005 db/conf/amcc/acc2005.html#BhatnagarRR05 Rohan Samsi Venkatesh Rajagopalan Jeffrey Mayer Asok Ray Early detection of voltage imbalances in three-phase induction motors. 478-483vol.1 2005 ACC https://doi.org/10.1109/ACC.2005.1469981 conf/amcc/2005 db/conf/amcc/acc2005.html#SamsiRMR05 Murat Yasar Devendra Tolani Asok Ray Optimal supervisory control of aircraft propulsion: a discrete event approach. 1503-1508 2005 ACC https://doi.org/10.1109/ACC.2005.1470178 conf/amcc/2005 db/conf/amcc/acc2005.html#YasarTR05 Shalabh Gupta Asok Ray Eric Keller Online detection of fatigue failure via symbolic time series analysis. 3309-3314 2005 ACC https://doi.org/10.1109/ACC.2005.1470481 conf/amcc/2005 db/conf/amcc/acc2005.html#GuptaRK05 Xi Wang Goutham Mallapragada Asok Ray Language-measure-based supervisory control of a mobile robot. 4897-4902 2005 ACC https://doi.org/10.1109/ACC.2005.1470771 conf/amcc/2005 db/conf/amcc/acc2005.html#WangMR05 Venkatesh Rajagopalan Asok Ray Wavelet-based Space Partitioning for Symbolic Time Series Analysis. 5245-5250 2005 CDC/ECC https://doi.org/10.1109/CDC.2005.1582995 conf/cdc/2005 db/conf/cdc/cdc2005.html#RajagopalanR05

Jinbo Fu Asok Ray Constantino M. Lagoa Unconstrained optimal control of regular languages. 639-646 2004 40 Autom. 4 https://doi.org/10.1016/j.automatica.2003.11.011 db/journals/automatica/automatica40.html#FuRL04

Asok Ray Symbolic dynamic analysis of complex systems for anomaly detection. 1115-1130 2004 84 Signal Process. 7 https://doi.org/10.1016/j.sigpro.2004.03.011 db/journals/sigpro/sigpro84.html#Ray04

Vir V. Phoha Amit U. Nadgar Asok Ray Shashi Phoha Supervisory Control of Software Systems. 1187-1199 2004 53 IEEE Trans. Computers 9 https://doi.org/10.1109/TC.2004.67 http://doi.ieeecomputersociety.org/10.1109/TC.2004.67 db/journals/tc/tc53.html#PhohaNRP04

Devendra Kumar Tolani Joseph F. Horn Asok Ray Jialing Chen Hierarchical control of future generation rotorcraft. 1707-1712 2004 ACC https://doi.org/10.23919/ACC.2004.1386825 conf/amcc/2004 db/conf/amcc/acc2004.html#TolaniHRC04 Amol M. Khatkhate Asok Ray Shin C. Chin Venkatesh Rajagopalan Eric Keller Detection of fatigue crack anomaly: a symbolic dynamics approach. 3741-3746 2004 ACC https://doi.org/10.23919/ACC.2004.1384494 conf/amcc/2004 db/conf/amcc/acc2004.html#KhatkhateRCRK04 Ishanu Chattopadhyay Asok Ray Xi Wang A complex measure of non-regular languages for discrete-event supervisory control. 5120-5125 2004 ACC https://doi.org/10.23919/ACC.2004.1384664 conf/amcc/2004 db/conf/amcc/acc2004.html#ChattopadhyayRW04 Xi Wang Jinbo Fu Peter Lee Asok Ray Robot behavioral selection using discrete event language measure. 5126-5131 2004 ACC https://doi.org/10.23919/ACC.2004.1384665 conf/amcc/2004 db/conf/amcc/acc2004.html#WangFLR04 Jinbo Fu Murat Yasar Asok Ray Optimal discrete event supervisory control of aircraft gas turbine engines. 5710-5715 2004 ACC https://doi.org/10.23919/ACC.2004.1384766 conf/amcc/2004 db/conf/amcc/acc2004.html#FuYR04 Ishanu Chattopadhyay Asok Ray A language measure for partially observed discrete event supervisory control systems. 45-50 2004 CDC https://doi.org/10.1109/CDC.2004.1428604 conf/cdc/2004 db/conf/cdc/cdc2004.html#ChattopadhyayR04 Xi Wang Ishanu Chattopadhyay Asok Ray Probabilistic fault diagnosis in discrete event systems. 4794-4799 2004 CDC https://doi.org/10.1109/CDC.2004.1429548 conf/cdc/2004 db/conf/cdc/cdc2004.html#WangCR04

Asok Ray Amit Surana Shashi Phoha A language measure for supervisory contro. 985-991 2003 16 Appl. Math. Lett. 7 https://doi.org/10.1016/S0893-9659(03)90084-X db/journals/appml/appml16.html#RaySP03

Asok Ray Shashi Phoha Calibration and estimation of redundant signals for real-time monitoring and control. 2593-2605 2003 83 Signal Process. 12 https://doi.org/10.1016/j.sigpro.2003.07.010 https://www.wikidata.org/entity/Q56948752 db/journals/sigpro/sigpro83.html#RayP03

John J. Metzner Shin C. Chin Asok Ray Control of communication networks for multiple mobile platforms. 242-247 2003 ACC https://doi.org/10.1109/ACC.2003.1238945 conf/amcc/2003 db/conf/amcc/acc2003.html#MetznerCR03 Tavis Ortogero Asok Ray Shashi Phoha Validation of a language measure for discrete event supervisory control. 1679-1684 2003 ACC https://doi.org/10.1109/ACC.2003.1239835 conf/amcc/2003 db/conf/amcc/acc2003.html#OrtogeroRP03 Jinbo Fu Asok Ray Constantino M. Lagoa Optimal control of regular languages with event disabling cost. 1691-1695 2003 ACC https://doi.org/10.1109/ACC.2003.1239837 conf/amcc/2003 db/conf/amcc/acc2003.html#FuRL03 Vir Virander Phoha Amit U. Nadgar Asok Ray Jinbo Fu Shashi Phoha Supervisory control of software systems for fault mitigation. 2229-2233 2003 ACC https://doi.org/10.1109/ACC.2003.1243405 conf/amcc/2003 db/conf/amcc/acc2003.html#PhohaNRFP03 Yiguang Hong Kishor S. Trivedi Asok Ray Shashi Phoha Software performance analysis using a language measure. 2258-2263 2003 ACC https://doi.org/10.1109/ACC.2003.1243410 conf/amcc/2003 db/conf/amcc/acc2003.html#HongTRP03 Xi Wang Asok Ray Shashi Phoha Junning Liu J-DES: A graphical interactive package for analysis and synthesis of discrete event systems. 3405-3410 2003 ACC https://doi.org/10.1109/ACC.2003.1244058 conf/amcc/2003 db/conf/amcc/acc2003.html#WangRPL03 David Friedlander Ishanu Chattopadhyay Asok Ray Shashi Phoha Noah Jacobson Anomaly prediction in mechanical systems using symbolic dynamics. 4275-4280 2003 ACC https://doi.org/10.1109/ACC.2003.1240508 conf/amcc/2003 db/conf/amcc/acc2003.html#FriedlanderCRPJ03 Jinbo Fu Constantino M. Lagoa Asok Ray Robust optimal control of regular languages. 3209-3214 2003 CDC https://doi.org/10.1109/CDC.2003.1271637 conf/cdc/2003 db/conf/cdc/cdc2003.html#FuLR03 Amit Surana Asok Ray Signed real measure of regular languages. 3233-3238 2003 CDC https://doi.org/10.1109/CDC.2003.1271641 conf/cdc/2003 db/conf/cdc/cdc2003.html#SuranaR03 Xi Wang Asok Ray Amol M. Khatkhate On-line identification of language measure parameters for discrete event supervisory control. 6307-6312 2003 CDC https://doi.org/10.1109/CDC.2003.1272311 conf/cdc/2003 db/conf/cdc/cdc2003.html#WangRK03 Xi Wang Peter Lee Asok Ray Shashi Phoha A behavior-based collaborative multi-agent system. 4242-4248 2003 SMC https://doi.org/10.1109/ICSMC.2003.1245651 conf/smc/2003 db/conf/smc/smc2003.html#WangLRP03

Asok Ray Shashi Phoha Detection and identification of potential faults via multi-level hypotheses testing. 853-859 2002 82 Signal Process. 6 https://doi.org/10.1016/S0165-1684(02)00160-3 db/journals/sigpro/sigpro82.html#RayP02

Asok Ray Shashi Phoha Calibration and estimation of redundant signals. 1437-1442 2002 ACC https://doi.org/10.1109/ACC.2002.1023223 conf/amcc/2002 db/conf/amcc/acc2002.html#RayP02 Xi Wang Asok Ray Signed real measure of regular languages. 3937-3942 2002 ACC https://doi.org/10.1109/ACC.2002.1024544 conf/amcc/2002 db/conf/amcc/acc2002.html#WangR02a Jinbo Fu Asok Ray John H. Spare Load scheduling and health management of electric power generation systems. 4849-4854 2002 ACC https://doi.org/10.1109/ACC.2002.1025426 conf/amcc/2002 db/conf/amcc/acc2002.html#FuRS02 Jinbo Fu Asok Ray Constantino M. Lagos Unconstrained optimal control of regular languages. 799-804 2002 CDC https://doi.org/10.1109/CDC.2002.1184603 conf/cdc/2002 db/conf/cdc/cdc2002.html#FuRL02

Boe-Shong Hong Asok Ray Observer-embedded L2-gain control. 563-569 2001 14 Appl. Math. Lett. 5 https://doi.org/10.1016/S0893-9659(00)00195-6 db/journals/appml/appml14.html#HongR01

Michael S. Holmes Asok Ray Fuzzy damage-mitigating control of a fossil power plant. 140-147 2001 9 IEEE Trans. Control. Syst. Technol. 1 https://doi.org/10.1109/87.896755 db/journals/tcst/tcst9.html#HolmesR01

V. V. S. Sastry Asok Ray Online monitoring of fatigue crack damage for life extending control of aircraft structures. 2363-2364 2001 ACC https://doi.org/10.1109/ACC.2001.946105 conf/amcc/2001 db/conf/amcc/acc2001.html#SastryR01 Asok Ray Life extending control of large-scale dynamical systems. 3692-3701 2001 ACC https://doi.org/10.1109/ACC.2001.946209 conf/amcc/2001 db/conf/amcc/acc2001.html#Ray01 Asok Ray Shashi Phoha Detection and identification of emerging faults via hypotheses testing. 2295-2296 2001 CDC https://doi.org/10.1109/.2001.980601 conf/cdc/2001 db/conf/cdc/cdc2001.html#RayP01

Hui Zhang Asok Ray Shashi Phoha Hybrid life-extending control of mechanical systems: experimental validation of the concept. 23-36 2000 36 Autom. 1 https://doi.org/10.1016/S0005-1098(99)00114-4 db/journals/automatica/automatica36.html#ZhangRP00

P. Kallappa Asok Ray Fuzzy wide-range control of fossil power plants for life extension and robust performance. 69-82 2000 36 Autom. 1 https://doi.org/10.1016/S0005-1098(99)00103-X db/journals/automatica/automatica36.html#KallappaR00

Asok Ray Shashi Phoha Calibration and estimation of redundant signals. 1525-1534 2000 36 Autom. 10 https://doi.org/10.1016/S0005-1098(00)00067-4 db/journals/automatica/automatica36.html#RayP00

Jeffrey Caplin Asok Ray Suresh M. Joshi Robust damage-mitigating control of aircraft for high performance and structural durability. 3048-3052 2000 ACC https://doi.org/10.1109/ACC.2000.879125 conf/amcc/2000 db/conf/amcc/acc2000.html#CaplinRJ00 Boe-Shong Hong Asok Ray Vigor Yang Parameter-dependent L2-gain control synthesis. 3697-3701 2000 ACC https://doi.org/10.1109/ACC.2000.879260 conf/amcc/2000 db/conf/amcc/acc2000.html#HongRY00 Asok Ray Shashi Phoha An adaptive filter for calibration and estimation of redundant signals. 4928-4933 2000 CDC https://doi.org/10.1109/CDC.2001.914713 conf/cdc/2000 db/conf/cdc/cdc2000.html#RayP00

Asok Ray Shashi Phoha Stochastic modeling of fatigue crack damagefor information‐based maintenance. 191-204 1999 91 Ann. Oper. Res. https://doi.org/10.1023/A%3A1018993505714 db/journals/anor/anor91.html#RayP99

Ravindra Patankar Asok Ray Damage mitigating controller design for structural durability. 606-612 1999 7 IEEE Trans. Control. Syst. Technol. 5 https://doi.org/10.1109/87.784424 db/journals/tcst/tcst7.html#PatankarR99

Sekhar Tangirala Michael S. Holmes Asok Ray M. Carpino Life-extending control of mechanical structures: Experimental verification of the concept. 3-14 1998 34 Autom. 1 https://doi.org/10.1016/S0005-1098(97)00145-3 db/journals/automatica/automatica34.html#TangiralaHRC98

P. Kallappa Michael S. Holmes Asok Ray Life-extending control of fossil fuel power plants. 1101-1118 1997 33 Autom. 6 https://doi.org/10.1016/S0005-1098(97)00014-9 db/journals/automatica/automatica33.html#KallappaHR97

Asok Ray Sekhar Tangirala Stochastic modeling of fatigue crack dynamics for on-line failure prognostics. 443-451 1996 4 IEEE Trans. Control. Syst. Technol. 4 https://doi.org/10.1109/87.508893 db/journals/tcst/tcst4.html#RayT96

Chen-Kuo Weng Asok Ray Robust wide-range control of steam-electric power plants. 74-88 1996 5 IEEE Trans. Control. Syst. Technol. 1 https://doi.org/10.1109/87.553666 db/journals/tcst/tcst5.html#WengR96

Humberto E. Garcia Asok Ray Robert M. Edwards 0002 A reconfigurable hybrid system and its application to power plant control. 157-170 1995 3 IEEE Trans. Control. Syst. Technol. 2 https://doi.org/10.1109/87.388124 db/journals/tcst/tcst3.html#GarciaRE95

Jenny H. Shen Asok Ray Extended discrete-time LTR synthesis of delayed control systems, . 431-438 1993 29 Autom. 2 https://doi.org/10.1016/0005-1098(93)90134-F db/journals/automatica/automatica29.html#ShenR93

Arun Ayyagari Asok Ray Modelling and analysis of a data communication protocol for integrated control of advanced aircraft. 350-365 1993 16 Comput. Commun. 6 https://doi.org/10.1016/0140-3664(93)90117-B db/journals/comcom/comcom16.html#AyyagariR93

Suk Lee Asok Ray Performance Management of Multiple Access Communication Networks. 1426-1437 1993 11 IEEE J. Sel. Areas Commun. 9 db/journals/jsac/jsac11.html#LeeR93 https://doi.org/10.1109/49.257934

Ron Yu John J. Metzner Asok Ray Twin-bus-controller protocol for fibre optic networks. 598-607 1991 14 Comput. Commun. 10 https://doi.org/10.1016/0140-3664(91)90049-7 db/journals/comcom/comcom14.html#YuMR91

Steven R. Nann Asok Ray Soundar R. T. Kumara A decision support system for real-time monitoring and control of dynamical processes. 739-758 1991 6 Int. J. Intell. Syst. 7 https://doi.org/10.1002/int.4550060705 db/journals/ijis/ijis6.html#NannRK91

Rogelio Luck Asok Ray Failure detection and isolation of ultrasonic ranging sensors for robotic applications. 221-227 1991 21 IEEE Trans. Syst. Man Cybern. 1 https://doi.org/10.1109/21.101151 db/journals/tsmc/tsmc21.html#LuckR91

Rogelio Luck Asok Ray An observer-based compensator for distributed delays. 903-908 1990 26 Autom. 5 https://doi.org/10.1016/0005-1098(90)90007-5 db/journals/automatica/automatica26.html#LuckR90

Seung Ho Hong Asok Ray Analysis and simulation of the priority scheme in token bus protocols. 157-164 1990 13 Comput. Commun. 3 https://doi.org/10.1016/0140-3664(90)90101-L db/journals/comcom/comcom13.html#HongR90

Nitin Nayak Asok Ray An integrated system for intelligent seam tracking in robotic welding. Conceptual and analytical development. 1892-1897 1990 ICRA https://doi.org/10.1109/ROBOT.1990.126284 conf/icra/1990 db/conf/icra/icra1990.html#NayakR90 Nitin Nayak Asok Ray An integrated system for intelligent seam tracking in robotic welding. II. Design and implementation. 1898-1903 1990 ICRA https://doi.org/10.1109/ROBOT.1990.126285 conf/icra/1990 db/conf/icra/icra1990.html#NayakR90a Asok Ray Fiber-Optic-Based Networks for Computer-Integrated Manufacturing. 210-211 1989 conf/infocom/1989 INFOCOM db/conf/infocom/infocom1989-1.html#Ray89 https://doi.org/10.1109/INFCOM.1989.101455 https://doi.ieeecomputersociety.org/10.1109/INFCOM.1989.101455

Asok Ray Networking for computer-integrated manufacturing. 40-47 1988 2 IEEE Netw. 3 https://doi.org/10.1109/65.3272 db/journals/network/network2.html#Ray88

Asok Ray Arun Ayyagari Networking for real-time control of integrated manufacturing processes. 450-452 1988 ICRA https://doi.org/10.1109/ROBOT.1988.12091 conf/icra/1988 db/conf/icra/icra1988.html#RayA88 Nitin Nayak David Thompson Asok Ray Andrew Vavreck Conceptual development of an adaptive real-time seam tracker for welding automation. 1019-1024 1987 ICRA https://doi.org/10.1109/ROBOT.1987.1087937 conf/icra/1987 db/conf/icra/icra1987.html#NayakTRV87 Patrick Adenis Hassan Alqahtani Arun Ayyagari Soheil Bahrampour Gaurav Bajpai Kiran S. Balagani Michael Begin Doina Bein Saurabh Bhatnagar Sean Brennan 0001Sean N. Brennan Jeffrey Caplin M. Carpino Anthony Cascone Subhadeep Chakraborty Ishanu Chattopadhyay Pritthi Chattopadhyay Rajendra R. Chaudhari Jialing Chen Shin C. Chin Thyagaraju Damarla Santanu Das Qiang Du 0001 Robert M. Edwards 0002 David Friedlander Jinbo Fu Yiwei Fu Humberto E. Garcia Vikash V. Gayah Ibrahim F. Jasim Ghalyan Najah F. Ghalyan Sean Gunn Shalabh Gupta Michael Hauser Evan Hendrick Michael S. Holmes Boe-Shong Hong Seung Ho Hong Yiguang Hong Joseph F. Horn Noah Jacobson W. Kenneth JenkinsKenneth W. JenkinsWilliam Kenneth Jenkins Kshitij Jerath Devesh K. Jha Xin Jin 0016 Suresh M. Joshi P. Kallappa Eric Keller Amol M. Khatkhate Sastry Kompella Soundar R. T. Kumara Harry G. Kwatny Constantino M. Lagoa Constantino M. Lagos Ji-Woong Lee Peter Lee Suk Lee Mark Levi Jihang Li Yue Li 0014 Junning Liu Kin Gwn Lore Wei Lu Rogelio Luck Jacqueline M. Luff Bharat B. Madan Goutham Mallapragada Shane Marcks Jeffrey Mayer John J. Metzner David J. Miller 0001 Sonia Mohinta Kushal Mukherjee Achintya Mukhopadhyay Amit U. Nadgar Steven R. Nann Ram M. Narayanan Nasser M. Nasrabadi Nitin Nayak Sean M. O'Rourke Tavis Ortogero Ravindra Patankar Shashi Phoha Vir V. PhohaVir Virander Phoha Caden J. Pici Christopher D. Rahn Venkatesh Rajagopalan Muralidhar Rangaswamy Chinmay Rao Jan Reimann 0001 Khaled Saab 0002Khaled Kamal Saab Samer Saab 0001Samer S. Saab 0001 Samer Saab 0002Samer Saab Jr.Samer Said Saab Jr. Rohan Samsi Soumalya Sarkar Soumik Sarkar V. V. S. Sastry Swarnendu Sen Yusuke Seto Jenny H. Shen Donald L. Simon Paul G. Singerman Dheeraj S. SinghDheeraj Sharan Singh Brian M. Smith Siddharth Sonti John H. Spare Abhishek Srivastav Ashok N. Srivastava Aparna Subbu Amit Surana Noboru Takahashi Sekhar Tangirala David Thompson Devendra TolaniDevendra Kumar TolaniD. K. Tolani Kishor S. Trivedi Andrew Vavreck Nurali Virani Xi Wang Yebin Wang Yicheng Wen Chen-Kuo Weng Thomas A. Wettergren Sihan Xiong Vigor Yang Murat Yasar Ron Yu Hui Zhang Minghui Zhu