Research Output per year
Research Output 1976 2019
- 1 - 50 out of 575 results
- Publication Year, Title (descending)
A machine learning method integrating neural networks and Gaussian processes for LOCA identification in BWR
Alamaniotis, M. & Ray, A., Jan 1 2019, 11th Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies, NPIC and HMIT 2019. American Nuclear Society, p. 431-439 9 p. (11th Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies, NPIC and HMIT 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Dynamic Data-Driven Combustor Design for Mitigation of Thermoacoustic Instabilities
Chattopadhyay, P., Mondal, S., Ray, A. & Mukhopadhyay, A., Jan 1 2019, In : Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME. 141, 1, 014501.Research output: Contribution to journal › Article
Early Detection of Thermoacoustic Instabilities Using Hidden Markov Models
Mondal, S., Ghalyan, N. F., Ray, A. & Mukhopadhyay, A., Aug 3 2019, In : Combustion science and technology. 191, 8, p. 1309-1336 28 p.Research output: Contribution to journal › Article
Hidden Markov Modeling-Based Decision-Making Using Short-Length Sensor Time Series
Ghalyan, N. F., Mondal, S., Miller, D. J. & Ray, A., Oct 1 2019, In : Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME. 141, 10, 104502.Research output: Contribution to journal › Article
Improving the capability of detecting joints and fractures in rock mass from roof bolt drilling data by using wavelet analysis
Liu, W., Saab, S. S., Rostami, J. & Ray, A., Jan 1 2019, In : International Journal of Oil, Gas and Coal Technology. 20, 1, p. 97-112 16 p.Research output: Contribution to journal › Article
Modeling of microscope images for early detection of fatigue cracks in structural materials
Ghalyan, N. F., Ghalyan, I. F. & Ray, A., Oct 1 2019, In : International Journal of Advanced Manufacturing Technology. 104, 9-12, p. 3899-3913 15 p.Research output: Contribution to journal › Article
Neural network-based learning from demonstration of an autonomous ground robot
Fu, Y., Jha, D. K., Zhang, Z., Yuan, Z. & Ray, A., Jun 1 2019, In : Machines. 7, 2, 24.Research output: Contribution to journal › Article
Sequential hypothesis tests for streaming data via symbolic time-series analysis
Virani, N., Jha, D. K., Ray, A. & Phoha, S., May 1 2019, In : Engineering Applications of Artificial Intelligence. 81, p. 234-246 13 p.Research output: Contribution to journal › Article
State-space representations of deep neural networks
Hauser, M., Gunn, S., Saab, S. & Ray, A., Mar 1 2019, In : Neural Computation. 31, 3, p. 538-554 17 p.Research output: Contribution to journal › Article
A locally optimal algorithm for estimating a generating partition from an observed time series and its application to anomaly detection
Ghalyan, N. F., Miller, D. J. & Ray, A., Sep 1 2018, In : Neural Computation. 30, 9, p. 2500-2529 30 p.Research output: Contribution to journal › Letter
Analysis of Filtered Thermal-Fluid Video Data from Downward Facing Boiling Experiments
Jao, C. S., Beck, F. R., Virani, N., Cheung, F. B. & Ray, A., Jul 1 2018, In : Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME. 140, 7, 074502.Research output: Contribution to journal › Article
Application of Composite Indices for Improving Joint Detection Capabilities of Instrumented Roof Bolt Drills in Underground Mining and Construction
Liu, W., Rostami, J., Elsworth, D. & Ray, A., Mar 1 2018, In : Rock Mechanics and Rock Engineering. 51, 3, p. 849-860 12 p.Research output: Contribution to journal › Article
Bayesian nonparametric modeling of categorical data for information fusion and causal inference
Xiong, S., Fu, Y. & Ray, A., Jun 1 2018, In : Entropy. 20, 6, 396.Research output: Contribution to journal › Article
Bayesian Nonparametric Regression Modeling of Panel Data for Sequential Classification
Xiong, S., Fu, Y. & Ray, A., Sep 1 2018, In : IEEE Transactions on Neural Networks and Learning Systems. 29, 9, p. 4128-4139 12 p., 8066450.Research output: Contribution to journal › Article
Detection of Thermoacoustic Instabilities Via Nonparametric Bayesian Markov Modeling of Time-Series Data
Xiong, S., Mondal, S. & Ray, A., Feb 1 2018, In : Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME. 140, 2, 024501.Research output: Contribution to journal › Article
Imitation of Demonstrations Using Bayesian Filtering with Nonparametric Data-Driven Models
Virani, N., Jha, D. K., Yuan, Z., Shekhawat, I. & Ray, A., Mar 1 2018, In : Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME. 140, 3, 030906.Research output: Contribution to journal › Article
Information-Theoretic Performance Analysis of Sensor Networks via Markov Modeling of Time Series Data
Li, Y., Jha, D. K., Ray, A. & Wettergren, T. A., Jun 1 2018, In : IEEE Transactions on Cybernetics. 48, 6, p. 1898-1909 12 p.Research output: Contribution to journal › Article
Learning from Multiple Imperfect Instructors in Sensor Networks
Virani, N., Phoha, S. & Ray, A., Oct 1 2018, In : IEEE Transactions on Neural Networks and Learning Systems. 29, 10, p. 5166-5172 7 p., 8278847.Research output: Contribution to journal › Article
Neural Probabilistic Forecasting of Symbolic Sequences with Long Short-Term Memory
Hauser, M., Fu, Y., Phoha, S. & Ray, A., Aug 1 2018, In : Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME. 140, 8, 084502.Research output: Contribution to journal › Article
Study of vapor film dynamics and heat transfer through an image processing technique
Beck, F., Virani, N., Mohanta, L., Sohag, F. A., Ray, A. & Cheung, F. B., Oct 1 2018, In : International Journal of Heat and Mass Transfer. 125, p. 1310-1320 11 p.Research output: Contribution to journal › Article
Symbolic analysis-based reduced order Markov modeling of time series data
Jha, D. K., Virani, N., Reimann, J. S., Srivastav, A. & Ray, A., Aug 1 2018, In : Signal Processing. 149, p. 68-81 14 p.Research output: Contribution to journal › Article
A locally optimal algorithm for estimating a generating partition from an observed time series
Miller, D. J., Ghalyan, N. F. & Ray, A., Dec 5 2017, 2017 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2017 - Proceedings. IEEE Computer Society, Vol. 2017-September. p. 1-6 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
An image processing technique for the study of vapor film dynamics during quenching of a downward facing hemisphere
Beck, F., Virani, N., Mohanta, L., Sohag, F. A., Ray, A. & Cheung, F. B., Jan 1 2017.Research output: Contribution to conference › Paper
Application of updated joint detection algorithm for the analysis of drilling parameters of roof bolters in multiple joints conditions
Liu, W., Ray, A., Rostami, J. & Saab, S. S., Jan 1 2017, Proceedings of the 36th International Conference on Ground Control in Mining, ICGCM 2017. Murphy, M., Mishra, B., Perry, K. & Lawson, H. (eds.). Society for Mining, Metallurgy and Exploration (SME), p. 297-303 7 p. (Proceedings of the 36th International Conference on Ground Control in Mining, ICGCM 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Bayesian nonparametric modeling of Markov chains for detection of thermoacoustic instabilities
Xiong, S., Li, J. & Ray, A., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 3758-3763 6 p. 7963530Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Distributed modular supervisory control of integrated aircraft propulsion, power, and thermal systems: An overview
Pakmehr, M., Behbahani, A. & Ray, A., Jan 1 2017, 53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017. American Institute of Aeronautics and Astronautics Inc, AIAAResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
Dynamic Data-Driven Design of Lean Premixed Combustors for Thermoacoustically Stable Operations
Chattopadhyay, P., Mondal, S., Bhattacharya, C., Mukhopadhyay, A. & Ray, A., Nov 1 2017, In : Journal of Mechanical Design, Transactions Of the ASME. 139, 11, 111419.Research output: Contribution to journal › Article
Dynamic data-driven stability map prediction in combustion systems
Chattopadhyay, P., Mondal, S., Mukhopadhyay, A. & Ray, A., Jan 1 2017, 53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017. American Institute of Aeronautics and Astronautics Inc, AIAA, (53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
DYNAMIC MODELING OF FLUIDIZED BED BOILERS FOR CONTROL SYSTEM DESIGN.
Berkowitz, D. A., Ray, A. & Sumaria, V., Jan 1 2017, In : Proceedings of the Intersociety Energy Conversion Engineering Conference. p. 765-771 7 p.Research output: Contribution to journal › Conference article
Information Fusion of Passive Sensors for Detection of Moving Targets in Dynamic Environments
Li, Y., Jha, D. K., Ray, A. & Wettergren, T. A., Jan 1 2017, In : IEEE Transactions on Cybernetics. 47, 1, p. 93-104 12 p., 7425211.Research output: Contribution to journal › Article
Lean blowout (LBO) prediction through symbolic time series analysis
Sen, S., Sarkar, S., Chaudhari, R. R., Mukhopadhyay, A. & Ray, A., Jan 20 2017, Combustion for Power Generation and Transportation: Technology, Challenges and Prospects. Springer Singapore, p. 153-167 15 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
Prediction of thermoacoustic instabilities in a premixed combustor based on FFT-based dynamic characterization
Mondal, S., Bhattacharya, C., Chattopadhyay, P., Mukhopadhyay, A. & Ray, A., Jan 1 2017, 53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017. American Institute of Aeronautics and Astronautics Inc, AIAA, (53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Principles of riemannian geometry in neural networks
Hauser, M. & Ray, A., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 2808-2817 10 p.Research output: Contribution to journal › Conference article
Probabilistic forecasting of symbol sequences with deep neural networks
Hauser, M., Fu, Y., Li, Y., Phoha, S. & Ray, A., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 3147-3152 6 p. 7963431Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Unsupervised symbolization of signal time series for extraction of the embedded information
Li, Y. & Ray, A., Jan 1 2017, In : Entropy. 19, 4, 148.Research output: Contribution to journal › Article
Data-driven anytime algorithms for motion planning with safety guarantees
Jha, D. K., Zhu, M., Wang, Y. & Ray, A., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 5716-5721 6 p. 7526565. (Proceedings of the American Control Conference; vol. 2016-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Data-driven robot gait modeling via symbolic time series analysis
Seto, Y., Takahashi, N., Jha, D. K., Virani, N. & Ray, A., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3904-3909 6 p. 7525522. (Proceedings of the American Control Conference; vol. 2016-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Dynamic data-driven and model-based recursive analysis for estimation of battery state-of-charge
Li, Y., Chattopadhyay, P., Xiong, S., Ray, A. & Rahn, C. D., Dec 15 2016, In : Applied Energy. 184, p. 266-275 10 p.Research output: Contribution to journal › Article
Dynamic data-driven prediction of instability in a swirl-stabilized combustor
Sarkar, S., Chakravarthy, S. R., Ramanan, V. & Ray, A., Dec 1 2016, In : International Journal of Spray and Combustion Dynamics. 8, 4, p. 235-253 19 p.Research output: Contribution to journal › Article
Information-space partitioning and symbolization of multi-dimensional time-series data using density estimation
Virani, N., Lee, J. W., Phoha, S. & Ray, A., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3328-3333 6 p. 7525431. (Proceedings of the American Control Conference; vol. 2016-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Multimodal spatiotemporal information fusion using neural-symbolic modeling for early detection of combustion instabilities
Sarkar, S., Jha, D. K., Lore, K. G., Sarkar, S. & Ray, A., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-July. p. 4918-4923 6 p. 7526132Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Multimodal task-driven dictionary learning for image classification
Bahrampour, S., Nasrabadi, N. M., Ray, A. & Jenkins, W. K., Jan 2016, In : IEEE Transactions on Image Processing. 25, 1, p. 24-38 15 p., 7312977.Research output: Contribution to journal › Article
Path planning in GPS-denied environments via collective intelligence of distributed sensor networks
Jha, D. K., Chattopadhyay, P., Sarkar, S. & Ray, A., May 3 2016, In : International Journal of Control. 89, 5, p. 984-999 16 p.Research output: Contribution to journal › Article
Real-time combustion state identification via image processing: A dynamic data-driven approach
Hauser, M., Li, Y., Li, J. & Ray, A., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3316-3321 6 p. 7525429. (Proceedings of the American Control Conference; vol. 2016-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Real-time identification of state-of-charge in battery systems: Dynamic data-driven estimation with limited window length
Chattopadhyay, P., Li, Y. & Ray, A., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-July. p. 4907-4912 6 p. 7526130Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Sensor selection for passive sensor networks in dynamic environment: A dynamic data-driven approach
Li, Y., Jha, D. K., Ray, A. & Wettergren, T. A., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 4924-4929 6 p. 7526133. (Proceedings of the American Control Conference; vol. 2016-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Sparse representation for time-series classification
Bahrampour, S., Nasrabadi, N. M. & Ray, A., Dec 15 2016, Pattern Recognition and Big Data. World Scientific Publishing Co. Pte Ltd, p. 199-215 17 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
Symbolization of dynamic data-driven systems for signal representation
Sarkar, S., Chattopdhyay, P. & Ray, A., Nov 1 2016, In : Signal, Image and Video Processing. 10, 8, p. 1535-1542 8 p.Research output: Contribution to journal › Article
Alphabet size selection for symbolization of dynamic data-driven systems: An information-theoretic approach
Sarkar, S., Chattopdhyay, P., Ray, A., Phoha, S. & Levi, M., Jul 28 2015, ACC 2015 - 2015 American Control Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-July. p. 5194-5199 6 p. 7172150Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Depth estimation in Markov models of time-series data via spectral analysis
Jha, D. K., Srivastav, A., Mukherjee, K. & Ray, A., Jul 28 2015, ACC 2015 - 2015 American Control Conference. Institute of Electrical and Electronics Engineers Inc., p. 5812-5817 6 p. 7172250. (Proceedings of the American Control Conference; vol. 2015-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution