Conceptual development of an adaptive real-time seam tracker for welding automation. - Nitin Nayak; David Thompson; Asok Ray; Andrew Vavreck (ICRA, 1987)

Networking for real-time control of integrated manufacturing processes. - Asok Ray; Arun Ayyagari (ICRA, 1988)

Networking for computer-integrated manufacturing. - Asok Ray (IEEE Netw., 1988)

Fiber-Optic-Based Networks for Computer-Integrated Manufacturing. - Asok Ray (INFOCOM, 1989)

An integrated system for intelligent seam tracking in robotic welding. Conceptual and analytical development. - Nitin Nayak; Asok Ray (ICRA, 1990)

An integrated system for intelligent seam tracking in robotic welding. II. Design and implementation. - Nitin Nayak; Asok Ray (ICRA, 1990)

An observer-based compensator for distributed delays. - Rogelio Luck; Asok Ray (Autom., 1990)

Analysis and simulation of the priority scheme in token bus protocols. - Seung Ho Hong; Asok Ray (Comput. Commun., 1990)

Twin-bus-controller protocol for fibre optic networks. - Ron Yu; John J. Metzner; Asok Ray (Comput. Commun., 1991)

A decision support system for real-time monitoring and control of dynamical processes. - Steven R. Nann; Asok Ray; Soundar R. T. Kumara (Int. J. Intell. Syst., 1991)

Failure detection and isolation of ultrasonic ranging sensors for robotic applications. - Rogelio Luck; Asok Ray (IEEE Trans. Syst. Man Cybern., 1991)

Extended discrete-time LTR synthesis of delayed control systems, . - Jenny H. Shen; Asok Ray (Autom., 1993)

Modelling and analysis of a data communication protocol for integrated control of advanced aircraft. - Arun Ayyagari; Asok Ray (Comput. Commun., 1993)

Performance Management of Multiple Access Communication Networks. - Suk Lee; Asok Ray (IEEE J. Sel. Areas Commun., 1993)

A reconfigurable hybrid system and its application to power plant control. - Humberto E. Garcia; Asok Ray; Robert M. Edwards 002 (IEEE Trans. Control. Syst. Technol., 1995)

Stochastic modeling of fatigue crack dynamics for on-line failure prognostics. - Asok Ray; Sekhar Tangirala (IEEE Trans. Control. Syst. Technol., 1996)

Robust wide-range control of steam-electric power plants. - Chen-Kuo Weng; Asok Ray (IEEE Trans. Control. Syst. Technol., 1996)

Life-extending control of fossil fuel power plants. - P. Kallappa; Michael S. Holmes; Asok Ray (Autom., 1997)

Life-extending control of mechanical structures: Experimental verification of the concept. - Sekhar Tangirala; Michael S. Holmes; Asok Ray; M. Carpino (Autom., 1998)

Stochastic modeling of fatigue crack damagefor information‐based maintenance. - Asok Ray; Shashi Phoha (Ann. Oper. Res., 1999)

Damage mitigating controller design for structural durability. - Ravindra Patankar; Asok Ray (IEEE Trans. Control. Syst. Technol., 1999)

Robust damage-mitigating control of aircraft for high performance and structural durability. - Jeffrey Caplin; Asok Ray; Suresh M. Joshi (ACC, 2000)

Parameter-dependent L2-gain control synthesis. - Boe-Shong Hong; Asok Ray; Vigor Yang (ACC, 2000)

An adaptive filter for calibration and estimation of redundant signals. - Asok Ray; Shashi Phoha (CDC, 2000)

Fuzzy wide-range control of fossil power plants for life extension and robust performance. - P. Kallappa; Asok Ray (Autom., 2000)

Calibration and estimation of redundant signals. - Asok Ray; Shashi Phoha (Autom., 2000)

Hybrid life-extending control of mechanical systems: experimental validation of the concept. - Hui Zhang; Asok Ray; Shashi Phoha (Autom., 2000)

Life extending control of large-scale dynamical systems. - Asok Ray (ACC, 2001)

Online monitoring of fatigue crack damage for life extending control of aircraft structures. - V. V. S. Sastry; Asok Ray (ACC, 2001)

Detection and identification of emerging faults via hypotheses testing. - Asok Ray; Shashi Phoha (CDC, 2001)

Observer-embedded L2-gain control. - Boe-Shong Hong; Asok Ray (Appl. Math. Lett., 2001)

Fuzzy damage-mitigating control of a fossil power plant. - Michael S. Holmes; Asok Ray (IEEE Trans. Control. Syst. Technol., 2001)

Load scheduling and health management of electric power generation systems. - Jinbo Fu; Asok Ray; John H. Spare (ACC, 2002)

Signed real measure of regular languages. - Xi Wang; Asok Ray (ACC, 2002)

Unconstrained optimal control of regular languages. - Jinbo Fu; Asok Ray; Constantino M. Lagos (CDC, 2002)

Detection and identification of potential faults via multi-level hypotheses testing. - Asok Ray; Shashi Phoha (Signal Process., 2002)

Anomaly prediction in mechanical systems using symbolic dynamics. - David Friedlander; Ishanu Chattopadhyay; Asok Ray; Shashi Phoha; Noah Jacobson (ACC, 2003)

Optimal control of regular languages with event disabling cost. - Jinbo Fu; Asok Ray; Constantino M. Lagoa (ACC, 2003)

Software performance analysis using a language measure. - Yiguang Hong; Kishor S. Trivedi; Asok Ray; Shashi Phoha (ACC, 2003)

Control of communication networks for multiple mobile platforms. - John J. Metzner; Shin C. Chin; Asok Ray (ACC, 2003)

Validation of a language measure for discrete event supervisory control. - Tavis Ortogero; Asok Ray; Shashi Phoha (ACC, 2003)

Supervisory control of software systems for fault mitigation. - Vir Virander Phoha; Amit U. Nadgar; Asok Ray; Jinbo Fu; Shashi Phoha (ACC, 2003)

J-DES: A graphical interactive package for analysis and synthesis of discrete event systems. - Xi Wang; Asok Ray; Shashi Phoha; Junning Liu (ACC, 2003)

Signed real measure of regular languages. - Amit Surana; Asok Ray (CDC, 2003)

On-line identification of language measure parameters for discrete event supervisory control. - Xi Wang; Asok Ray; Amol M. Khatkhate (CDC, 2003)

A behavior-based collaborative multi-agent system. - Xi Wang; Peter Lee; Asok Ray; Shashi Phoha (SMC, 2003)

A language measure for supervisory contro. - Asok Ray; Amit Surana; Shashi Phoha (Appl. Math. Lett., 2003)

Calibration and estimation of redundant signals for real-time monitoring and control. - Asok Ray; Shashi Phoha (Signal Process., 2003)

A complex measure of non-regular languages for discrete-event supervisory control. - Ishanu Chattopadhyay; Asok Ray; Xi Wang (ACC, 2004)

Optimal discrete event supervisory control of aircraft gas turbine engines. - Jinbo Fu; Murat Yasar; Asok Ray (ACC, 2004)

Detection of fatigue crack anomaly: a symbolic dynamics approach. - Amol M. Khatkhate; Asok Ray; Shin C. Chin; Venkatesh Rajagopalan; Eric Keller (ACC, 2004)

Hierarchical control of future generation rotorcraft. - Devendra Kumar Tolani; Joseph F. Horn; Asok Ray; Jialing Chen (ACC, 2004)

Robot behavioral selection using discrete event language measure. - Xi Wang; Jinbo Fu; Peter Lee; Asok Ray (ACC, 2004)

A language measure for partially observed discrete event supervisory control systems. - Ishanu Chattopadhyay; Asok Ray (CDC, 2004)

Probabilistic fault diagnosis in discrete event systems. - Xi Wang; Ishanu Chattopadhyay; Asok Ray (CDC, 2004)

Unconstrained optimal control of regular languages. - Jinbo Fu; Asok Ray; Constantino M. Lagoa (Autom., 2004)

Symbolic dynamic analysis of complex systems for anomaly detection. - Asok Ray (Signal Process., 2004)

Supervisory Control of Software Systems. - Vir V. Phoha; Amit U. Nadgar; Asok Ray; Shashi Phoha (IEEE Trans. Computers, 2004)

Incipient fault detection in mechanical power transmission systems. - Saurabh Bhatnagar; Venkatesh Rajagopalan; Asok Ray (ACC, 2005)

Online detection of fatigue failure via symbolic time series analysis. - Shalabh Gupta; Asok Ray; Eric Keller (ACC, 2005)

Early detection of voltage imbalances in three-phase induction motors. - Rohan Samsi; Venkatesh Rajagopalan; Jeffrey Mayer; Asok Ray (ACC, 2005)

Anomaly detection for health management of aircraft gas turbine engines. - Devendra Tolani; Murat Yasar; Shin C. Chin; Asok Ray (ACC, 2005)

Language-measure-based supervisory control of a mobile robot. - Xi Wang; Goutham Mallapragada; Asok Ray (ACC, 2005)

Optimal supervisory control of aircraft propulsion: a discrete event approach. - Murat Yasar; Devendra Tolani; Asok Ray (ACC, 2005)

Wavelet-based Space Partitioning for Symbolic Time Series Analysis. - Venkatesh Rajagopalan; Asok Ray (CDC/ECC, 2005)

Robust optimal control of regular languages. - Constantino M. Lagoa; Jinbo Fu; Asok Ray (Autom., 2005)

Symbolic time series analysis for anomaly detection: A comparative evaluation. - Shin C. Chin; Asok Ray; Venkatesh Rajagopalan (Signal Process., 2005)

Life Extending Control of Mechanical Systems* using Symbolic Time Series Analysis. - Amol M. Khatkhate; Shalabh Gupta; Asok Ray; Eric Keller (ACC, 2006)

Wavelet-based symbolic analysis for detection of broken rotor bars in inverter-fed induction motors. - Rohan Samsi; Venkatesh Rajagopalan; Asok Ray (ACC, 2006)

Effects of supervisory decisions on nonlinear aircraft dynamics. - Murat Yasar; Joseph F. Horn; Asok Ray (ACC, 2006)

Autonomous Navigation of Mobile Robots Using Optimal Control of Finite State Automata. - Goutham Mallapragada; Ishanu Chattopadhyay; Asok Ray (CDC, 2006)

Broken Rotor Bar detection using Symbolic Wavelet Analysis. - Rohan Samsi; Jeffrey Mayer; Asok Ray (CDC, 2006)

Integrated decision and control of human-engineered complex systems. - D. K. Tolani; Asok Ray; Joseph F. Horn (Int. J. Gen. Syst., 2006)

Anomaly Detection in Aircraft Gas Turbine Engines. - Devendra Kumar Tolani; Murat Yasar; Asok Ray; Vigor Yang (J. Aerosp. Comput. Inf. Commun., 2006)

Symbolic time series analysis via wavelet-based partitioning. - Venkatesh Rajagopalan; Asok Ray (Signal Process., 2006)

Generalized Projections in Finite State Automata & Decidability of State Determinacy. - Ishanu Chattopadhyay; Asok Ray (ACC, 2007)

Estimation of Fatigue Life Using Ultrasonic Sensing: A Symbolic Dynamics Approach. - Shalabh Gupta; Asok Ray (ACC, 2007)

Prognosis of Failure Precursor in Complex Electrical Systems Using Symbolic Dynamics. - Ravindra Patankar; Venkatesh Rajagopalan; Devendra Kumar Tolani; Asok Ray; Michael Begin (ACC, 2007)

Irreversibility-based Measure of Slowly Evolving Anomalies. - Abhishek Srivastav; Asok Ray; Shalabh Gupta (ACC, 2007)

Dynamic Information Fusion Driven Design of Urban Sensor Networks. - Shashi Phoha; Asok Ray (ICNSC, 2007)

A Symbolic Dynamics Based Approach to Pattern Recognition in Image Sequences. - Aparna Subbu; Eric Keller; Asok Ray (IPCV, 2007)

Generalized language measure families of probabilistic finite state systems. - Ishanu Chattopadhyay; Asok Ray (Int. J. Control, 2007)

Language-measure-theoretic optimal control of probabilistic finite-state systems. - Ishanu Chattopadhyay; Asok Ray (Int. J. Control, 2007)

Pattern identification in dynamical systems via symbolic time series analysis. - Venkatesh Rajagopalan; Asok Ray; Rohan Samsi; Jeffrey Mayer (Pattern Recognit., 2007)

Symbolic identification and anomaly detection in complex dynamical systems. - Subhadeep Chakraborty; Soumik Sarkar; Asok Ray (ACC, 2008)

L*: An intelligent path planning algorithm based on renormalized measure of probabilistic regular languages. - Ishanu Chattopadhyay; Goutham Mallapragada; Asok Ray (ACC, 2008)

Estimation of multiple parameters in dynamical systems. - Chinmay Rao; Kushal Mukherjee; Soumik Sarkar; Asok Ray (ACC, 2008)

Comparative evaluation of Symbolic Dynamic Filtering for detection of anomaly patterns. - Chinmay Rao; Soumik Sarkar; Asok Ray; Murat Yasar (ACC, 2008)

Fault diagnosis and isolation in aircraft gas turbine engines. - Soumik Sarkar; Kushal Mukherjee; Asok Ray; Murat Yasar (ACC, 2008)

Early detection of fatigue damage using escort distributions of ultrasonic data sequences. - Dheeraj Sharan Singh; Shalabh Gupta; Subhadeep Chakraborty; Asok Ray (ACC, 2008)

Trend detection and data mining via wavelet and Hilbert-Huang transforms. - Murat Yasar; Asok Ray (ACC, 2008)

Structural transformations of probabilistic finite state machines. - Ishanu Chattopadhyay; Asok Ray (Int. J. Control, 2008)

Generalised projections in finite state automata and decidability of state determinacy. - Ishanu Chattopadhyay; Asok Ray (Int. J. Control, 2008)

Estimation of slowly varying parameters in nonlinear systems via symbolic dynamic filtering. - Venkatesh Rajagopalan; Subhadeep Chakraborty; Asok Ray (Signal Process., 2008)

Data-driven estimation of multiple fault parameters in permanent magnet synchronous motors. - Subhadeep Chakraborty; Chinmay Rao; Eric Keller; Asok Ray; Murat Yasar (ACC, 2009)

Optimal path-planning under finite memory obstacle dynamics based on probabilistic finite state automata models. - Ishanu Chattopadhyay; Asok Ray (ACC, 2009)

Generalization of v⋆ path planning for accommodation of amortized dynamic uncertainties in plan execution. - Ishanu Chattopadhyay; Asok Ray (ACC, 2009)

Supervised self-organization of large homogeneous Swarms using Ergodic Projections of Markov Chains. - Ishanu Chattopadhyay; Asok Ray (ACC, 2009)

A real time implementable All-Pair Dynamic Planning Algorithm for robot navigation based on the renormalized measure of probabilistic regular languages. - Wei Lu; Ishanu Chattopadhyay; Goutham Mallapragada; Asok Ray (ACC, 2009)

Behavior recognition in mobile robots using Symbolic Dynamic Filtering and language measure. - Goutham Mallapragada; Asok Ray (ACC, 2009)

Signal threshold estimation in a sensor field for undersea target tracking. - Kushal Mukherjee; Asok Ray; Thomas A. Wettergren; Ishanu Chattopadhyay; Shashi Phoha (ACC, 2009)

Underwater mine detection using symbolic pattern analysis of sidescan sonar images. - Chinmay Rao; Kushal Mukherjee; Shalabh Gupta; Asok Ray; Shashi Phoha (ACC, 2009)

Symbolic analysis of time series signals using generalized Hilbert transform. - Soumik Sarkar; Kushal Mukherjee; Asok Ray (ACC, 2009)

Understanding phase transition in communication networks to enable robust and resilient control. - Soumik Sarkar; Kushal Mukherjee; Abhishek Srivastav; Asok Ray (ACC, 2009)

Estimation of multiple faults in aircraft gas-turbine engines. - Soumik Sarkar; Chinmay Rao; Asok Ray (ACC, 2009)

Ultrasonic measurement of crack opening load for life-extending control of mechanical structures. - Dheeraj S. Singh; Abhishek Srivastav; Shalabh Gupta; Eric Keller; Asok Ray (ACC, 2009)

Adaptive control of sensor networks for detection of percolating faults. - Abhishek Srivastav; Asok Ray; Shashi Phoha (ACC, 2009)

Suboptimal partitioning of time-series data for anomaly detection. - Xin Jin 016; Soumik Sarkar; Kushal Mukherjee; Asok Ray (CDC, 2009)

Data Driven Anomaly detection via Symbolic Identification of Complex Dynamical Systems. - Subhadeep Chakraborty; Eric Keller; Asok Ray (SMC, 2009)

ν☆: a robot path planning algorithm based on renormalised measure of probabilistic regular languages. - Ishanu Chattopadhyay; Goutham Mallapragada; Asok Ray (Int. J. Control, 2009)

Autonomous robot navigation using optimal control of probabilistic regular languages. - Goutham Mallapragada; Ishanu Chattopadhyay; Asok Ray (Int. J. Control, 2009)

Adaptive Sensor Activity Scheduling in Distributed Sensor Networks: A Statistical Mechanics Approach. - Abhishek Srivastav; Asok Ray; Shashi Phoha (Int. J. Distributed Sens. Networks, 2009)

Statistical estimation of multiple parameters via symbolic dynamic filtering. - Chinmay Rao; Kushal Mukherjee; Soumik Sarkar; Asok Ray (Signal Process., 2009)

Generalization of Hilbert transform for symbolic analysis of noisy signals. - Soumik Sarkar; Kushal Mukherjee; Asok Ray (Signal Process., 2009)

Review and comparative evaluation of symbolic dynamic filtering for detection of anomaly patterns. - Chinmay Rao; Asok Ray; Soumik Sarkar; Murat Yasar (Signal Image Video Process., 2009)

Supervised Self-Organization of Homogeneous Swarms Using Ergodic Projections of Markov Chains. - Ishanu Chattopadhyay; Asok Ray (IEEE Trans. Syst. Man Cybern. Part B, 2009)

Symbolic identification of dynamical systems: Theory and experimental validation. - Subhadeep Chakraborty; Eric Keller; Asok Ray; Jeffrey Mayer (ACC, 2010)

Symbolic identification for anomaly detection in aircraft gas turbine engines. - Subhadeep Chakraborty; Soumik Sarkar; Asok Ray; Shashi Phoha (ACC, 2010)

A decision-theoretic model of selection modulated intra-host antigenic variation for multi-strain pathogens. - Ishanu Chattopadhyay; Sonia Mohinta; Asok Ray (ACC, 2010)

Mathematical Foundations of Sensor Network Design Based On Linguistic Informatics. - Ishanu Chattopadhyay; Yicheng Wen; Shashi Phoha; Asok Ray (ACC, 2010)

Pattern classification in symbolic streams via semantic annihilation of information. - Ishanu Chattopadhyay; Yicheng Wen; Asok Ray (ACC, 2010)

Symbolic dynamics of wavelet images for pattern identification. - Xin Jin 016; Shalabh Gupta; Kushal Mukherjee; Asok Ray (ACC, 2010)

Statistical mechanics-inspired optimization for sensor field reconfiguration. - Kushal Mukherjee; Shalabh Gupta; Asok Ray; Thomas A. Wettergren (ACC, 2010)

Critical phenomena and finite-size scaling in communication networks? - Soumik Sarkar; Kushal Mukherjee; Abhishek Srivastav; Asok Ray (ACC, 2010)

Minimum rotation partitioning for data analysis and its application to fault detection. - Murat Yasar; Asok Ray; Harry G. Kwatny (ACC, 2010)

Distributed decision propagation in mobile agent networks. - Soumik Sarkar; Kushal Mukherjee; Abhishek Srivastav; Asok Ray (CDC, 2010)

Tracking Mobile Targets Using Wireless Sensor Networks. - Goutham Mallapragada; Yicheng Wen; Shashi Phoha; Doina Bein; Asok Ray (ITNG, 2010)

Target parameter estimation with heterogeneous sensor networks. - Bharat B. Madan; Shashi Phoha; Asok Ray (MFI, 2010)

A stopping rule for symbolic dynamic filtering. - Yicheng Wen; Asok Ray (Appl. Math. Lett., 2010)

Formal-language-theoretic Optimal Path Planning For Accommodation of Amortized Uncertainties and Dynamic Effects - Ishanu Chattopadhyay; Anthony Cascone; Asok Ray (CoRR, 2010)

Optimal control of infinite horizon partially observable decision processes modelled as generators of probabilistic regular languages. - Ishanu Chattopadhyay; Asok Ray (Int. J. Control, 2010)

Analytic signal space partitioning and symbolic dynamic filtering for degradation monitoring of electric motors. - Subhadeep Chakraborty; Asok Ray; Aparna Subbu; Eric Keller (Signal Image Video Process., 2010)

Self-organization of sensor networks for detection of pervasive faults. - Abhishek Srivastav; Asok Ray (Signal Image Video Process., 2010)

Symbolic dynamic filtering for image analysis: theory and experimental validation. - Aparna Subbu; Abhishek Srivastav; Asok Ray; Eric Keller (Signal Image Video Process., 2010)

State splitting and state merging in probabilistic finite state automata. - Patrick Adenis; Kushal Mukherjee; Asok Ray (ACC, 2011)

GODDeS: Globally ∈-Optimal Routing Via Distributed Decision-theoretic Self-organization. - Ishanu Chattopadhyay; Asok Ray (ACC, 2011)

Unsupervised inductive learning in symbolic sequences via Recursive Identification of Self-Similar Semantics. - Ishanu Chattopadhyay; Yicheng Wen; Asok Ray; Shashi Phoha (ACC, 2011)

Symbolic dynamic filtering of seismic sensors for target detection and classification. - Xin Jin 016; Shalabh Gupta; Asok Ray; Thyagaraju Damarla (ACC, 2011)

Semantic sensor fusion for fault diagnosis in aircraft gas turbine engines. - Soumik Sarkar; Dheeraj Sharan Singh; Abhishek Srivastav; Asok Ray (ACC, 2011)

Optimal partitioning of ultrasonic data for fatigue damage detection? - Dheeraj Sharan Singh; Soumik Sarkar; Shalabh Gupta; Asok Ray (ACC, 2011)

Information fusion for object & situation assessment in sensor networks. - Abhishek Srivastav; Yicheng Wen; Evan Hendrick; Ishanu Chattopadhyay; Asok Ray; Shashi Phoha (ACC, 2011)

Modeling of symbolic systems: Part I - Vector space representation of probabilistic finite state automata. - Yicheng Wen; Asok Ray; Ishanu Chattopadhyay; Shashi Phoha (ACC, 2011)

Modeling of symbolic systems: Part II - Hilbert space construction for model identification and order reduction. - Yicheng Wen; Asok Ray; Ishanu Chattopadhyay; Shashi Phoha (ACC, 2011)

Symbolic encoding of analytic signals for structural monitoring of power systems. - Murat Yasar; Subhadeep Chakraborty; Eric Keller; Gaurav Bajpai; Asok Ray (ACC, 2011)

Multimodal sensor fusion for personnel detection. - Xin Jin 016; Shalabh Gupta; Asok Ray; Thyagaraju Damarla (FUSION, 2011)

Real-time adaptation of decision thresholds in sensor networks for detection of moving targets. - Kushal Mukherjee; Asok Ray; Thomas A. Wettergren; Shalabh Gupta; Shashi Phoha (Autom., 2011)

Distributed network control for mobile multi-modal wireless sensor networks. - Doina Bein; Yicheng Wen; Shashi Phoha; Bharat B. Madan; Asok Ray (J. Parallel Distributed Comput., 2011)

Wavelet-based feature extraction using probabilistic finite state automata for pattern classification. - Xin Jin 016; Shalabh Gupta; Kushal Mukherjee; Asok Ray (Pattern Recognit., 2011)

On the discriminability of keystroke feature vectors used in fixed text keystroke authentication. - Kiran S. Balagani; Vir V. Phoha; Asok Ray; Shashi Phoha (Pattern Recognit. Lett., 2011)

Statistical-Mechanics-Inspired Optimization of Sensor Field Configuration for Detection of Mobile Targets. - Kushal Mukherjee; Shalabh Gupta; Asok Ray; Thomas A. Wettergren (IEEE Trans. Syst. Man Cybern. Part B, 2011)

Multi-resolution navigation of mobile robots with complete coverage of unknown and complex environments. - Xin Jin 016; Shalabh Gupta; Jacqueline M. Luff; Asok Ray (ACC, 2012)

Distributed decision propagation in mobile agent networks. - Soumik Sarkar; Kushal Mukherjee; Asok Ray (ACC, 2012)

Symbolic transient time-series analysis for fault detection in aircraft gas turbine engines. - Soumalya Sarkar; Kushal Mukherjee; Soumik Sarkar; Asok Ray (ACC, 2012)

Adaptation in symbolic dynamic systems for pattern classification. - Yicheng Wen; Kushal Mukherjee; Asok Ray (ACC, 2012)

A unified framework for supervised learning of semantic models. - Yicheng Wen; Soumalya Sarkar; Asok Ray; Xin Jin 016; Thyagaraju Damarla (ACC, 2012)

Vector space formulation of probabilistic finite state automata. - Yicheng Wen; Asok Ray (J. Comput. Syst. Sci., 2012)

An inner product space on irreducible and synchronizable probabilistic finite state automata. - Patrick Adenis; Yicheng Wen; Asok Ray (Math. Control. Signals Syst., 2012)

Designing a Fusion-Driven Sensor Network to Selectively Track Mobile Targets. - Shashi Phoha; Goutham Mallapragada; Yicheng Wen; Doina Bein; Asok Ray (Parallel Process. Lett., 2012)

Optimization of symbolic feature extraction for pattern classification. - Soumik Sarkar; Kushal Mukherjee; Xin Jin 016; Dheeraj S. Singh; Asok Ray (Signal Process., 2012)

Symbolic Dynamic Filtering and Language Measure for Behavior Identification of Mobile Robots. - Goutham Mallapragada; Asok Ray; Xin Jin 016 (IEEE Trans. Syst. Man Cybern. Part B, 2012)

Statistical Mechanics-Inspired Modeling of Heterogeneous Packet Transmission in Communication Networks. - Soumik Sarkar; Kushal Mukherjee; Asok Ray; Abhishek Srivastav; Thomas A. Wettergren (IEEE Trans. Syst. Man Cybern. Part B, 2012)

Anomaly detection in flight recorder data: A dynamic data-driven approach. - Santanu Das; Soumalya Sarkar; Asok Ray; Ashok N. Srivastava; Donald L. Simon (ACC, 2013)

Coverage control of autonomous vehicles for oil spill cleaning in dynamic and uncertain environments. - Xin Jin 016; Asok Ray (ACC, 2013)

Spatiotemporal information fusion for fault detection in shipboard auxiliary systems. - Soumalya Sarkar; Nurali Virani; Murat Yasar; Asok Ray; Soumik Sarkar (ACC, 2013)

Language measure-theoretic path planning in the presence of dynamic obstacles. - Siddharth Sonti; Nurali Virani; Devesh K. Jha; Kushal Mukherjee; Asok Ray (ACC, 2013)

Dynamic Data Driven Sensor Array Fusion for Target Detection and Classification. - Nurali Virani; Shane Marcks; Soumalya Sarkar; Kushal Mukherjee; Asok Ray; Shashi Phoha (ICCS, 2013)

Distributed decision propagation in mobile-agent proximity networks. - Soumik Sarkar; Kushal Mukherjee; Asok Ray (Int. J. Control, 2013)

Performance comparison of feature extraction algorithms for target detection and classification. - Soheil Bahrampour; Asok Ray; Soumalya Sarkar; Thyagaraju Damarla; Nasser M. Nasrabadi (Pattern Recognit. Lett., 2013)

Adaptive pattern classification for symbolic dynamic systems. - Yicheng Wen; Kushal Mukherjee; Asok Ray (Signal Process., 2013)

Hilbert space formulation of symbolic systems for signal representation and analysis. - Yicheng Wen; Asok Ray; Shashi Phoha (Signal Process., 2013)

A variance-estimation-based stopping rule for symbolic dynamic filtering. - Yicheng Wen; Asok Ray; Qiang Du 001 (Signal Image Video Process., 2013)

Statistical mechanics-inspired framework for studying the effects of mixed traffic flows on highway congestion. - Kshitij Jerath; Asok Ray; Sean N. Brennan; Vikash V. Gayah (ACC, 2014)

Target detection and target type & motion classification: Comparison of feature extraction algorithms. - Yue Li 014; Asok Ray; Thomas A. Wettergren (ACC, 2014)

Early detection of lean blow out (LBO) via generalized D-Markov machine construction. - Soumalya Sarkar; Asok Ray; Achintya Mukhopadhyay; Rajendra R. Chaudhari; Swarnendu Sen (ACC, 2014)

Performance robustness of feature extraction for target detection & classification. - Brian M. Smith; Pritthi Chattopadhyay; Asok Ray; Shashi Phoha; Thyagaraju Damarla (ACC, 2014)

Dynamic context-aware sensor selection for sequential hypothesis testing. - Nurali Virani; Ji-Woong Lee; Shashi Phoha; Asok Ray (CDC, 2014)

Quality-Based Multimodal Classification Using Tree-Structured Sparsity. - Soheil Bahrampour; Asok Ray; Nasser M. Nasrabadi; Kenneth W. Jenkins (CVPR, 2014)

Context-aware Dynamic Data-driven Pattern Classification. - Shashi Phoha; Nurali Virani; Pritthi Chattopadhyay; Soumalya Sarkar; Brian M. Smith; Asok Ray (ICCS, 2014)

Sensor Fusion for Fault Detection and Classification in Distributed Physical Processes. - Soumalya Sarkar; Soumik Sarkar; Nurali Virani; Asok Ray; Murat Yasar (Frontiers Robotics AI, 2014)

Navigation of autonomous vehicles for oil spill cleaning in dynamic and uncertain environments. - Xin Jin 016; Asok Ray (Int. J. Control, 2014)

State splitting and merging in probabilistic finite state automata for signal representation and analysis. - Kushal Mukherjee; Asok Ray (Signal Process., 2014)

Path planning in GPS-denied environments: A collective intelligence approach. - Pritthi Chattopadhyay; Devesh K. Jha; Soumik Sarkar; Asok Ray (ACC, 2015)

Depth estimation in Markov models of time-series data via spectral analysis. - Devesh K. Jha; Abhishek Srivastav; Kushal Mukherjee; Asok Ray (ACC, 2015)

Feature level sensor fusion for target detection in dynamic environments. - Yue Li 014; Devesh K. Jha; Asok Ray; Thomas A. Wettergren (ACC, 2015)

Identification of battery parameters via symbolic input-output analysis: A dynamic data-driven approach. - Yue Li 014; Asok Ray; Pritthi Chattopadhyay; Christopher D. Rahn (ACC, 2015)

Alphabet size selection for symbolization of dynamic data-driven systems: An information-theoretic approach. - Soumalya Sarkar; Pritthi Chattopadhyay; Asok Ray; Shashi Phoha; Mark Levi (ACC, 2015)

Real-time activity recognition from seismic signature via multi-scale symbolic time series analysis (MSTSA). - Soumalya Sarkar; Thyagaraju Damarla; Asok Ray (ACC, 2015)

Learning context-aware measurement models. - Nurali Virani; Ji-Woong Lee; Shashi Phoha; Asok Ray (ACC, 2015)

Dynamic data-driven symbolic causal modeling for battery performance & health monitoring. - Soumalya Sarkar; Devesh K. Jha; Asok Ray; Yue Li 014 (FUSION, 2015)

Kernel task-driven dictionary learning for hyperspectral image classification. - Soheil Bahrampour; Nasser M. Nasrabadi; Asok Ray; Kenneth W. Jenkins (ICASSP, 2015)

Topology optimisation for energy management in underwater sensor networks. - Devesh K. Jha; Thomas A. Wettergren; Asok Ray; Kushal Mukherjee (Int. J. Control, 2015)

Dynamic Prediction of Vehicle Cluster Distribution in Mixed Traffic: A Statistical Mechanics-Inspired Method. - Kshitij Jerath; Asok Ray; Sean Brennan 001; Vikash V. Gayah (IEEE Trans. Intell. Transp. Syst., 2015)

Real-time identification of state-of-charge in battery systems: Dynamic data-driven estimation with limited window length. - Pritthi Chattopadhyay; Yue Li 014; Asok Ray (ACC, 2016)

Real-time combustion state identification via image processing: A dynamic data-driven approach. - Michael Hauser; Yue Li 014; Jihang Li; Asok Ray (ACC, 2016)

Data-driven anytime algorithms for motion planning with safety guarantees. - Devesh K. Jha; Minghui Zhu; Yebin Wang; Asok Ray (ACC, 2016)

Sensor selection for passive sensor networks in dynamic environment: A dynamic data-driven approach. - Yue Li 014; Devesh K. Jha; Asok Ray; Thomas A. Wettergren (ACC, 2016)

Multimodal spatiotemporal information fusion using neural-symbolic modeling for early detection of combustion instabilities. - Soumalya Sarkar; Devesh K. Jha; Kin Gwn Lore; Soumik Sarkar; Asok Ray (ACC, 2016)

Data-driven robot gait modeling via symbolic time series analysis. - Yusuke Seto; Noboru Takahashi; Devesh K. Jha; Nurali Virani; Asok Ray (ACC, 2016)

Information-space partitioning and symbolization of multi-dimensional time-series data using density estimation. - Nurali Virani; Ji-Woong Lee; Shashi Phoha; Asok Ray (ACC, 2016)

Path planning in GPS-denied environments via collective intelligence of distributed sensor networks. - Devesh K. Jha; Pritthi Chattopadhyay; Soumik Sarkar; Asok Ray (Int. J. Control, 2016)

Symbolization of dynamic data-driven systems for signal representation. - Soumalya Sarkar; Pritthi Chattopadhyay; Asok Ray (Signal Image Video Process., 2016)

Multimodal Task-Driven Dictionary Learning for Image Classification. - Soheil Bahrampour; Nasser M. Nasrabadi; Asok Ray; William Kenneth Jenkins (IEEE Trans. Image Process., 2016)

Algorithms for Context Learning and Information Representation for Multi-Sensor Teams. - Nurali Virani; Soumalya Sarkar; Ji-Woong Lee; Shashi Phoha; Asok Ray (Context-Enhanced Information Fusion, 2016)

Probabilistic forecasting of symbol sequences with deep neural networks. - Michael Hauser; Yiwei Fu; Yue Li 014; Shashi Phoha; Asok Ray (ACC, 2017)

Bayesian nonparametric modeling of Markov chains for detection of thermoacoustic instabilities. - Sihan Xiong; Jihang Li; Asok Ray (ACC, 2017)

A locally optimal algorithm for estimating a generating partition from an observed time series. - David J. Miller 001; Najah F. Ghalyan; Asok Ray (MLSP, 2017)

Principles of Riemannian Geometry in Neural Networks. - Michael Hauser; Asok Ray (NIPS, 2017)

Unsupervised Symbolization of Signal Time Series for Extraction of the Embedded Information. - Yue Li 014; Asok Ray (Entropy, 2017)

Information Fusion of Passive Sensors for Detection of Moving Targets in Dynamic Environments. - Yue Li 014; Devesh K. Jha; Asok Ray; Thomas A. Wettergren (IEEE Trans. Cybern., 2017)

Bayesian Nonparametric Modeling of Categorical Data for Information Fusion and Causal Inference. - Sihan Xiong; Yiwei Fu; Asok Ray (Entropy, 2018)

A Locally Optimal Algorithm for Estimating a Generating Partition from an Observed Time Series and Its Application to Anomaly Detection. - Najah F. Ghalyan; David J. Miller 001; Asok Ray (Neural Comput., 2018)

Symbolic analysis-based reduced order Markov modeling of time series data. - Devesh K. Jha; Nurali Virani; Jan Reimann 001; Abhishek Srivastav; Asok Ray (Signal Process., 2018)

Information-Theoretic Performance Analysis of Sensor Networks via Markov Modeling of Time Series Data. - Yue Li 014; Devesh K. Jha; Asok Ray; Thomas A. Wettergren (IEEE Trans. Cybern., 2018)

Learning From Multiple Imperfect Instructors in Sensor Networks. - Nurali Virani; Shashi Phoha; Asok Ray (IEEE Trans. Neural Networks Learn. Syst., 2018)

Bayesian Nonparametric Regression Modeling of Panel Data for Sequential Classification. - Sihan Xiong; Yiwei Fu; Asok Ray (IEEE Trans. Neural Networks Learn. Syst., 2018)

Markov Modeling of Time Series via Spectral Analysis for Detection of Combustion Instabilities. - Devesh K. Jha; Nurali Virani; Asok Ray (Handbook of Dynamic Data Driven Applications Systems, 2018)

On Compression of Machine-Derived Context Sets for Fusion of Multi-modal Sensor Data. - Nurali Virani; Shashi Phoha; Asok Ray (Handbook of Dynamic Data Driven Applications Systems, 2018)

A Dynamically Controlled Recurrent Neural Network for Modeling Dynamical Systems. - Yiwei Fu; Samer Saab Jr.; Asok Ray; Michael Hauser (CoRR, 2019)

Sequential hypothesis tests for streaming data via symbolic time-series analysis. - Nurali Virani; Devesh K. Jha; Asok Ray; Shashi Phoha (Eng. Appl. Artif. Intell., 2019)

State-Space Representations of Deep Neural Networks. - Michael Hauser; Sean Gunn; Samer Saab Jr.; Asok Ray (Neural Comput., 2019)

Multivariable Nonadaptive Controller Design. - Samer Said Saab Jr.; Michael Hauser; Asok Ray; Samer S. Saab 001 (IEEE Trans. Ind. Electron., 2021)

An adaptive polyak heavy-ball method. - Samer Saab Jr.; Shashi Phoha; Minghui Zhu; Asok Ray (Mach. Learn., 2022)

Feature extraction and neural network-based fatigue damage detection and classification. - Hassan Alqahtani; Asok Ray (Neural Comput. Appl., 2022)

A multivariate adaptive gradient algorithm with reduced tuning efforts. - Samer Saab Jr.; Khaled Kamal Saab; Shashi Phoha; Minghui Zhu; Asok Ray (Neural Networks, 2022)

A Dynamically Stabilized Recurrent Neural Network. - Samer Saab 002; Yiwei Fu; Asok Ray; Michael Hauser (Neural Process. Lett., 2022)

Optimal Window-Symbolic Time Series Analysis for Pattern Classification and Anomaly Detection. - Ibrahim F. Jasim Ghalyan; Najah F. Ghalyan; Asok Ray (IEEE Trans. Ind. Informatics, 2022)

Symbolic Dynamics for Radar Target Maneuver Detection With High Data Rates. - Paul G. Singerman; Sean M. O'Rourke; Ram M. Narayanan; Asok Ray; Muralidhar Rangaswamy (IEEE Trans. Aerosp. Electron. Syst., 2024)

A Data-Driven Approach to Modeling Sea Clutter Stochastic Differential Equations. - Caden J. Pici; Asok Ray; Sastry Kompella; Ram M. Narayanan (IEEE Trans. Aerosp. Electron. Syst., 2024)