Sanjoy K. Mitter - Related publications

Affiliations: 
2001 Electrical Engineering and Computer Science Massachusetts Institute of Technology, Cambridge, MA, United States 
Website:
https://esd.mit.edu/Faculty_Pages/mitter/mitter.htm
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Borsoi RA, Imbiriba T, Bermudez JCM. A Data Dependent Multiscale Model for Hyperspectral Unmixing With Spectral Variability. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31976890 DOI: 10.1109/TIP.2020.2963959   
2020 Burgos DAT, Vargas RCG, Pedraza C, Agis D, Pozo F. Damage Identification in Structural Health Monitoring: A Brief Review from its Implementation to the Use of Data-Driven Applications. Sensors (Basel, Switzerland). 20. PMID 32013073 DOI: 10.3390/s20030733   
2020 Melinscak F, Bach DR. Computational optimization of associative learning experiments. Plos Computational Biology. 16: e1007593. PMID 31905214 DOI: 10.1371/journal.pcbi.1007593   
2020 Hong W, Qian C, Tang K. Efficient Minimum Cost Seed Selection With Theoretical Guarantees for Competitive Influence Maximization. Ieee Transactions On Cybernetics. PMID 32031962 DOI: 10.1109/TCYB.2020.2966593   
2020 de Lima MD, de Oliveira Roque E Lima J, Barbosa RM. Medical data set classification using a new feature selection algorithm combined with twin-bounded support vector machine. Medical & Biological Engineering & Computing. PMID 31900818 DOI: 10.1007/s11517-019-02100-z   
2020 Cornacchia M, Velipasalar S. Autonomous Selective Parts-Based Tracking. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31995487 DOI: 10.1109/TIP.2020.2967580   
2020 Ma T, Qian B, Niu D, Song E, Shi Q. A Gradient-Based Method for Robust SensorSelection in Hypothesis Testing. Sensors (Basel, Switzerland). 20. PMID 32012776 DOI: 10.3390/s20030697   
2020 Zhao C, Cao Z, Yang J, Xian K, Li X. Image Feature Correspondence Selection: a Comparative Study and a New Contribution. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31905137 DOI: 10.1109/TIP.2019.2962678   
2020 Zhang Y, Tao G, Chen M, Chen W, Zhang Z. An Implicit Function-Based Adaptive Control Scheme for Noncanonical-Form Discrete-Time Neural-Network Systems. Ieee Transactions On Cybernetics. PMID 31940572 DOI: 10.1109/TCYB.2019.2958844   
2020 Yang L, Zhong P. Robust adaptation regularization based on within-class scatter for domain adaptation. Neural Networks : the Official Journal of the International Neural Network Society. 124: 60-74. PMID 31982674 DOI: 10.1016/j.neunet.2020.01.009   
2020 Li Z, Ding Z. Distributed Multiobjective Optimization for Network Resource Allocation of Multiagent Systems. Ieee Transactions On Cybernetics. PMID 31940585 DOI: 10.1109/TCYB.2019.2961475   
2020 Sahoo A, Narayanan V. Differential-game for resource aware approximate optimal control of large-scale nonlinear systems with multiple players. Neural Networks : the Official Journal of the International Neural Network Society. 124: 95-108. PMID 31986447 DOI: 10.1016/j.neunet.2019.12.031   
2020 Liang M, Wang D, Liu D. Improved value iteration for neural-network-based stochastic optimal control design. Neural Networks : the Official Journal of the International Neural Network Society. 124: 280-295. PMID 32036226 DOI: 10.1016/j.neunet.2020.01.004   
2020 Huang X, Xu J. Estimating individualized treatment rules with risk constraint. Biometrics. PMID 32002993 DOI: 10.1111/biom.13232   
2020 Xiong K, Iu HHC, Wang S. Kernel Correntropy Conjugate Gradient Algorithms Based on Half-Quadratic Optimization. Ieee Transactions On Cybernetics. PMID 31945006 DOI: 10.1109/TCYB.2019.2959834   
2020 Woolley CSC, Handel IG, Bronsvoort BM, Schoenebeck JJ, Clements DN. Is it time to stop sweeping data cleaning under the carpet? A novel algorithm for outlier management in growth data. Plos One. 15: e0228154. PMID 31978151 DOI: 10.1371/journal.pone.0228154   
2020 Asadi N, Wang Y, Olson I, Obradovic Z. A heuristic information cluster search approach for precise functional brain mapping. Human Brain Mapping. PMID 32034846 DOI: 10.1002/hbm.24944   
2020 Cao G, Xu X, Xu D. Real-Time Calibration of Magnetometers Using the RLS/ML Algorithm. Sensors (Basel, Switzerland). 20. PMID 31963680 DOI: 10.3390/s20020535   
2020 Kim K, Bang H. Algorithm with Patterned Singular Value Approach for Highly Reliable Autonomous Star Identification. Sensors (Basel, Switzerland). 20. PMID 31936542 DOI: 10.3390/s20020374   
2020 Han D, Yu Y, Li KC, de Mello RF. Enhancing the Sensor Node Localization Algorithm Based on Improved DV-Hop and DE Algorithms in Wireless Sensor Networks. Sensors (Basel, Switzerland). 20. PMID 31936144 DOI: 10.3390/s20020343   
2020 Keyes DE, Ltaief H, Turkiyyah G. Hierarchical algorithms on hierarchical architectures. Philosophical Transactions. Series a, Mathematical, Physical, and Engineering Sciences. 378: 20190055. PMID 31955677 DOI: 10.1098/rsta.2019.0055   
2020 Li K, Hua C, You X, Guan X. Finite-Time Observer-Based Leader-Following Consensus for Nonlinear Multiagent Systems With Input Delays. Ieee Transactions On Cybernetics. PMID 31945010 DOI: 10.1109/TCYB.2019.2962157   
2020 Zeng Y, Hao Z, Cai R, Xie F, Ou L, Huang R. A causal discovery algorithm based on the prior selection of leaf nodes. Neural Networks : the Official Journal of the International Neural Network Society. 124: 130-145. PMID 31991308 DOI: 10.1016/j.neunet.2019.12.020   
2020 Abel A, Kahmann SL, Mellon S, Staat M, Jung A. An open-source tool for the validation of finite element models using three-dimensional full-field measurements. Medical Engineering & Physics. PMID 31952915 DOI: 10.1016/j.medengphy.2019.10.015   
2020 Yang Y, Vamvoudakis KG, Modares H, Yin Y, Wunsch DC. Safe Intermittent Reinforcement Learning With Static and Dynamic Event Generators. Ieee Transactions On Neural Networks and Learning Systems. PMID 32054590 DOI: 10.1109/TNNLS.2020.2967871   
2020 Prieto Curiel R, Cabrera Arnau C, Torres Pinedo M, González Ramírez H, Bishop SR. A continuous binning for discrete, sparse and concentrated observations. Methodsx. 7: 100709. PMID 32021812 DOI: 10.1016/j.mex.2019.10.020   
2020 Silalahi DD, Midi H, Arasan J, Mustafa MS, Caliman JP. Kernel partial diagnostic robust potential to handle high-dimensional and irregular data space on near infrared spectral data. Heliyon. 6: e03176. PMID 32042959 DOI: 10.1016/j.heliyon.2020.e03176   
2020 Wang Y, Ding Y, He X, Fan X, Lin C, Li F, Wang T, Luo Z, Luo J. Novelty Detection and Online Learning for Chunk Data Streams. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31940520 DOI: 10.1109/TPAMI.2020.2965531   
2020 Taufer M, Estrada T, Johnston T. A survey of algorithms for transforming molecular dynamics data into metadata for analytics based on machine learning methods. Philosophical Transactions. Series a, Mathematical, Physical, and Engineering Sciences. 378: 20190063. PMID 31955686 DOI: 10.1098/rsta.2019.0063   
2020 Ren C, Ding Y, Ma S. A structure-improved extended state observer based control with application to an omnidirectional mobile robot. Isa Transactions. PMID 31983417 DOI: 10.1016/j.isatra.2020.01.024   
2020 Dinesh C, Cheung G, Bajic IV. Point Cloud Denoising via Feature Graph Laplacian Regularization. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32012012 DOI: 10.1109/TIP.2020.2969052   
2020 Han Z, Pedrycz W, Zhao J, Wang W. Hierarchical Granular Computing-Based Model and Its Reinforcement Structural Learning for Construction of Long-Term Prediction Intervals. Ieee Transactions On Cybernetics. PMID 32011274 DOI: 10.1109/TCYB.2020.2964011   
2020 Kurt MN, Yilmaz Y, Wang X. Real-Time Nonparametric Anomaly Detection in High-Dimensional Settings. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32011245 DOI: 10.1109/TPAMI.2020.2970410   
2020 Wu D, Dong X, Shen J, Hoi SCH. Reducing Estimation Bias via Triplet-Average Deep Deterministic Policy Gradient. Ieee Transactions On Neural Networks and Learning Systems. PMID 31940565 DOI: 10.1109/TNNLS.2019.2959129   
2020 Tayyib M, Amir M, Javed U, Akram MW, Yousufi M, Qureshi IM, Abdullah S, Ullah H. Accelerated sparsity based reconstruction of compressively sensed multichannel EEG signals. Plos One. 15: e0225397. PMID 31910204 DOI: 10.1371/journal.pone.0225397   
2020 Cenci S, Medeiros LP, Sugihara G, Saavedra S. Assessing the predictability of nonlinear dynamics under smooth parameter changes. Journal of the Royal Society, Interface. 17: 20190627. PMID 31964271 DOI: 10.1098/rsif.2019.0627   
2020 Hassan BA, Rashid TA. Datasets on statistical analysis and performance evaluation of backtracking search optimisation algorithm compared with its counterpart algorithms. Data in Brief. 28: 105046. PMID 31921951 DOI: 10.1016/j.dib.2019.105046   
2020 Noack MM, Doerk GS, Li R, Fukuto M, Yager KG. Advances in Kriging-Based Autonomous X-Ray Scattering Experiments. Scientific Reports. 10: 1325. PMID 31992725 DOI: 10.1038/s41598-020-57887-x   
2020 Gu H, Su W, Zhao B, Zhou H, Liu X. A Design Methodology of Digital Control System for MEMS Gyroscope Based on Multi-Objective Parameter Optimization. Micromachines. 11. PMID 31936635 DOI: 10.3390/mi11010075   
2020 Gao X, Xie W, Chen S, Yang J, Chen B. The Prediction of Human Abdominal Adiposity Based on the Combination of a Particle Swarm Algorithm and Support Vector Machine. International Journal of Environmental Research and Public Health. 17. PMID 32050578 DOI: 10.3390/ijerph17031117   
2020 Feng C, Wang Q, Liu C, Hu C, Liang X. Variable-Structure Near-Space Vehicles with Time-Varying State Constraints Attitude Control Based on Switched Nonlinear System. Sensors (Basel, Switzerland). 20. PMID 32033432 DOI: 10.3390/s20030848   
2020 Yamada K, Chen ZZ, Wang L. Improved Practical Algorithms for Rooted Subtree Prune and Regraft (rSPR) Distance and Hybridization Number. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. PMID 32048865 DOI: 10.1089/cmb.2019.0432   
2020 Sabzevari I, Mahajan A, Sharma S. An accelerated linear method for optimizing non-linear wavefunctions in variational Monte Carlo. The Journal of Chemical Physics. 152: 024111. PMID 31941334 DOI: 10.1063/1.5125803   
2020 Shen H, Li F, Cao J, Wu ZG, Lu G. Fuzzy-Model-Based Output Feedback Reliable Control for Network-Based Semi-Markov Jump Nonlinear Systems Subject to Redundant Channels. Ieee Transactions On Cybernetics. PMID 31940577 DOI: 10.1109/TCYB.2019.2959908   
2020 Zhang J, Tsai PW, Xue X, Ye X, Zhang S. A Comprehensive Data Gathering Network Architecture in Large-Scale Visual Sensor Networks. Plos One. 15: e0226649. PMID 31910202 DOI: 10.1371/journal.pone.0226649   
2020 Liu P, Li X, Wang Y, Fu Z. Multiple Object Tracking for Dense Pedestrians by Markov Random Field Model with Improvement on Potentials. Sensors (Basel, Switzerland). 20. PMID 31979193 DOI: 10.3390/s20030628   
2020 Sevgen E, Guo A, Sidky H, Whitmer JK, de Pablo JJ. Combined Force-Frequency Sampling for Simulation of Systems Having Rugged Free Energy Landscapes. Journal of Chemical Theory and Computation. PMID 31951703 DOI: 10.1021/acs.jctc.9b00883   
2020 Lee S, Kooshkbaghi M, Spiliotis K, Siettos CI, Kevrekidis IG. Coarse-scale PDEs from fine-scale observations via machine learning. Chaos (Woodbury, N.Y.). 30: 013141. PMID 32013472 DOI: 10.1063/1.5126869   
2020 Merino A, Garcia-Alvarez D, Sainz-Palmero GI, Acebes LF, Fuente MJ. Knowledge based recursive non-linear partial least squares (RNPLS). Isa Transactions. PMID 31952793 DOI: 10.1016/j.isatra.2020.01.006   
2020 Karami A, Fayyaz Movaghar A, Mercier S, Ferre L. New Approximate Statistical Significance of Gapped Alignments Based on the Greedy Extension Model. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. PMID 31913652 DOI: 10.1089/cmb.2018.0203