John W. Sheppard, Ph.D. - Related publications

1997 Computer Science Johns Hopkins University, Baltimore, MD 
Machine learning, probabilistic graphical models, evolutionary algorithms, prognostics and health management
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Zhou Y, He Y, Wu J, Cui C, Chen M, Sun B. A method of parameter estimation for cardiovascular hemodynamics based on deep learning and its application to personalize a reduced-order model. International Journal For Numerical Methods in Biomedical Engineering. e3533. PMID 34585523 DOI: 10.1002/cnm.3533   
2021 Akesson M, Singh P, Wrede F, Hellander A. Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 34460381 DOI: 10.1109/TCBB.2021.3108695   
2021 Hu M. Decision-Making Model of Product Modeling Big Data Design Scheme Based on Neural Network Optimized by Genetic Algorithm. Computational Intelligence and Neuroscience. 2021: 9315700. PMID 34367272 DOI: 10.1155/2021/9315700   
2021 Sharma P, Shamout FE, Abrol V, Clifton D. Data pre-processing using Neural Processes for Modelling Personalised Vital-Sign Time-Series Data. Ieee Journal of Biomedical and Health Informatics. PMID 34460406 DOI: 10.1109/JBHI.2021.3107518   
2021 Shao Y, Lin JC, Srivastava G, Guo D, Zhang H, Yi H, Jolfaei A. Multi-Objective Neural Evolutionary Algorithm for Combinatorial Optimization Problems. Ieee Transactions On Neural Networks and Learning Systems. PMID 34473629 DOI: 10.1109/TNNLS.2021.3105937   
2021 Ha M, Wang D, Liu D. Neural-network-based discounted optimal control via an integrated value iteration with accuracy guarantee. Neural Networks : the Official Journal of the International Neural Network Society. 144: 176-186. PMID 34500256 DOI: 10.1016/j.neunet.2021.08.025   
2021 Han Y, Huang G, Song S, Yang L, Wang H, Wang Y. Dynamic Neural Networks: A Survey. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34613907 DOI: 10.1109/TPAMI.2021.3117837   
2021 Nazarovs J, Chakraborty R, Tasneeyapant S, Ravi SN, Singh V. A Variational Approximation for Analyzing the Dynamics of Panel Data. Uncertainty in Artificial Intelligence : Proceedings of the ... Conference. Conference On Uncertainty in Artificial Intelligence. 2021. PMID 34629958   
2021 K S, Roy AK, K S. Event triggered estimator based controller design for networked control system. Isa Transactions. PMID 34489094 DOI: 10.1016/j.isatra.2021.08.017   
2021 Ramos RG, Domingo JD, Zalama E, Gómez-García-Bermejo J. Daily Human Activity Recognition Using Non-Intrusive Sensors. Sensors (Basel, Switzerland). 21. PMID 34450709 DOI: 10.3390/s21165270   
2021 Rabier CE, Berry V, Stoltz M, Santos JD, Wang W, Glaszmann JC, Pardi F, Scornavacca C. On the inference of complex phylogenetic networks by Markov Chain Monte-Carlo. Plos Computational Biology. 17: e1008380. PMID 34478440 DOI: 10.1371/journal.pcbi.1008380   
2021 Lee M, Seok J. Estimation with Uncertainty via Conditional Generative Adversarial Networks. Sensors (Basel, Switzerland). 21. PMID 34577397 DOI: 10.3390/s21186194   
2021 Fan A, Ma J, Jiang X, Ling H. Efficient Deterministic Search with Robust Loss Functions for Geometric Model Fitting. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34473624 DOI: 10.1109/TPAMI.2021.3109784   
2021 An R, Hu J, Wen L. A Nonlinear Model Predictive Control Model Aimed at the Epidemic Spread with Quarantine Strategy. Journal of Theoretical Biology. 110915. PMID 34562456 DOI: 10.1016/j.jtbi.2021.110915   
2021 Roy D, Girdzijauskas S, Socolovschi S. Confidence-Calibrated Human Activity Recognition. Sensors (Basel, Switzerland). 21. PMID 34640886 DOI: 10.3390/s21196566   
2021 Basha SH, Anter AM, Hassanien AE, Abdalla A. Hybrid intelligent model for classifying chest X-ray images of COVID-19 patients using genetic algorithm and neutrosophic logic. Soft Computing. 1-16. PMID 34421342 DOI: 10.1007/s00500-021-06103-7   
2021 Wen BC, Xiao MQ, Wang XQ, Zhao X, Li JF, Chen X. Data-driven remaining useful life prediction based on domain adaptation. Peerj. Computer Science. 7: e690. PMID 34604520 DOI: 10.7717/peerj-cs.690   
2021 Jia G, Zhou J. Effectiveness Evaluation Method of Application of Mobile Communication System Based on Factor Analysis. Sensors (Basel, Switzerland). 21. PMID 34450856 DOI: 10.3390/s21165414   
2021 Sayed GI, Soliman MM, Hassanien AE. A novel melanoma prediction model for imbalanced data using optimized SqueezeNet by bald eagle search optimization. Computers in Biology and Medicine. 136: 104712. PMID 34388470 DOI: 10.1016/j.compbiomed.2021.104712   
2021 Thafar MA, Olayan RS, Albaradei S, Bajic VB, Gojobori T, Essack M, Gao X. DTi2Vec: Drug-target interaction prediction using network embedding and ensemble learning. Journal of Cheminformatics. 13: 71. PMID 34551818 DOI: 10.1186/s13321-021-00552-w   
2021 Qian Y, Hou J, Kwong S, He Y. Deep Magnification-Flexible Upsampling over 3D Point Clouds. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34591759 DOI: 10.1109/TIP.2021.3115385   
2021 Yang Q, Peng X. Sensitivity Analysis Using a Reduced Finite Element Model for Structural Damage Identification. Materials (Basel, Switzerland). 14. PMID 34639906 DOI: 10.3390/ma14195514   
2021 Mandal M, Singh PK, Ijaz MF, Shafi J, Sarkar R. A Tri-Stage Wrapper-Filter Feature Selection Framework for Disease Classification. Sensors (Basel, Switzerland). 21. PMID 34451013 DOI: 10.3390/s21165571   
2021 Chen JH, Tseng YJ. A general optimization protocol for molecular property prediction using a deep learning network. Briefings in Bioinformatics. PMID 34498673 DOI: 10.1093/bib/bbab367   
2021 Lu J, Zhang J, Zhang Z, Xu B, Tao J. A Novel and Highly Effective Bayesian Sampling Algorithm Based on the Auxiliary Variables to Estimate the Testlet Effect Models. Frontiers in Psychology. 12: 509575. PMID 34456774 DOI: 10.3389/fpsyg.2021.509575   
2021 Jia YH, Mei Y, Zhang M. A Two-Stage Swarm Optimizer With Local Search for Water Distribution Network Optimization. Ieee Transactions On Cybernetics. PMID 34506296 DOI: 10.1109/TCYB.2021.3107900   
2021 Elwali A, Moussavi Z. A feature reduction and selection algorithm for improved obstructive sleep apnea classification process. Medical & Biological Engineering & Computing. PMID 34435275 DOI: 10.1007/s11517-021-02421-y   
2021 Ye X, Wu Y, Pi J, Li H, Liu B, Wang Y, Li J. Deepgmd: a graph-neural-network-based method to detect gene regulator module. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 34546926 DOI: 10.1109/TCBB.2021.3114281   
2021 Jiang X, Wang N, Xin J, Xia X, Yang X, Gao X. Learning lightweight super-resolution networks with weight pruning. Neural Networks : the Official Journal of the International Neural Network Society. 144: 21-32. PMID 34450444 DOI: 10.1016/j.neunet.2021.08.002   
2021 Sainju AM, He W, Jiang Z, Yan D, Chen H. Flood Inundation Mapping with Limited Observations Based on Physics-Aware Topography Constraint. Frontiers in Big Data. 4: 707951. PMID 34381996 DOI: 10.3389/fdata.2021.707951   
2021 Thomas SS, Palandri J, Lakehal-Ayat M, Chakravarty P, Wolf-Monheim F, Blaschko MB. Kinematics Design of a MacPherson Suspension Architecture Based on Bayesian Optimization. Ieee Transactions On Cybernetics. PMID 34613931 DOI: 10.1109/TCYB.2021.3114403   
2021 Zhang Z, Chen Z. Modeling and Control of Robotic Manipulators Based on Symbolic Regression. Ieee Transactions On Neural Networks and Learning Systems. PMID 34478383 DOI: 10.1109/TNNLS.2021.3106648   
2021 Yang S, Senapati P, Wang D, Bauch CT, Fountoulakis K. Targeted pandemic containment through identifying local contact network bottlenecks. Plos Computational Biology. 17: e1009351. PMID 34460813 DOI: 10.1371/journal.pcbi.1009351   
2021 Li S, Zhou Q, Zhou R, Lv Q. Intelligent malware detection based on graph convolutional network. The Journal of Supercomputing. 1-17. PMID 34456504 DOI: 10.1007/s11227-021-04020-y   
2021 Leuschner J, Schmidt M, Ganguly PS, Andriiashen V, Coban SB, Denker A, Bauer D, Hadjifaradji A, Batenburg KJ, Maass P, van Eijnatten M. Quantitative Comparison of Deep Learning-Based Image Reconstruction Methods for Low-Dose and Sparse-Angle CT Applications. Journal of Imaging. 7. PMID 34460700 DOI: 10.3390/jimaging7030044   
2021 Ganguli S, Kaur G, Sarkar P. An approximate model matching technique for controller design of linear time-invariant systems using hybrid firefly-based algorithms. Isa Transactions. PMID 34538645 DOI: 10.1016/j.isatra.2021.08.043   
2021 Barnes D, Polanco L, Perea JA. A Comparative Study of Machine Learning Methods for Persistence Diagrams. Frontiers in Artificial Intelligence. 4: 681174. PMID 34396089 DOI: 10.3389/frai.2021.681174   
2021 de Almeida Martins JP, Nilsson M, Lampinen B, Palombo M, While PT, Westin CF, Szczepankiewicz F. Neural networks for parameter estimation in microstructural MRI: application to a diffusion-relaxation model of white matter. Neuroimage. 118601. PMID 34562578 DOI: 10.1016/j.neuroimage.2021.118601   
2021 Zheng Q. Information System Security Evaluation Algorithm Based on PSO-BP Neural Network. Computational Intelligence and Neuroscience. 2021: 6046757. PMID 34456994 DOI: 10.1155/2021/6046757   
2021 Tam WC, Fu EY, Mensch A, Hamins A, You C, Ngai G, Leong HV. Prevention of Cooktop Ignition Using Detection and Multi-Step Machine Learning Algorithms. Fire Safety Journal. 120. PMID 34511712 DOI: 10.1016/j.firesaf.2020.103043   
2021 Pokorny J, Seda P, Seda M, Hosek J. Modeling Optimal Location Distribution for Deployment of Flying Base Stations as On-Demand Connectivity Enablers in Real-World Scenarios. Sensors (Basel, Switzerland). 21. PMID 34451025 DOI: 10.3390/s21165580   
2021 Chang CW, Miki T, Ushio M, Ke PJ, Lu HP, Shiah FK, Hsieh CH. Reconstructing large interaction networks from empirical time series data. Ecology Letters. PMID 34601794 DOI: 10.1111/ele.13897   
2021 Romaro C, Najman FA, Lytton WW, Roque AC, Dura-Bernal S. NetPyNE Implementation and Scaling of the Potjans-Diesmann Cortical Microcircuit Model. Neural Computation. 33: 1993-2032. PMID 34411272 DOI: 10.1162/neco_a_01400   
2021 Patrone PN, Kearsley AJ. Classification under uncertainty: data analysis for diagnostic antibody testing. Mathematical Medicine and Biology : a Journal of the Ima. PMID 34387345 DOI: 10.1093/imammb/dqab007   
2021 Wang D, Yu J, Chen L, Li X, Jiang H, Chen K, Zheng M, Luo X. A hybrid framework for improving uncertainty quantification in deep learning-based QSAR regression modeling. Journal of Cheminformatics. 13: 69. PMID 34544485 DOI: 10.1186/s13321-021-00551-x   
2021 Morger A, Svensson F, Arvidsson McShane S, Gauraha N, Norinder U, Spjuth O, Volkamer A. Assessing the calibration in toxicological in vitro models with conformal prediction. Journal of Cheminformatics. 13: 35. PMID 33926567 DOI: 10.1186/s13321-021-00511-5   
2021 Sun Y, Zhang K, Sun C. Model-Based Transfer Reinforcement Learning Based on Graphical Model Representations. Ieee Transactions On Neural Networks and Learning Systems. PMID 34543207 DOI: 10.1109/TNNLS.2021.3107375   
2021 Wang X, Huo Y, Fang Y, Zhang F, Wu Y. ARSRNet: accurate space object recognition using optical cross section curves. Applied Optics. 60: 8956-8968. PMID 34613124 DOI: 10.1364/AO.435304   
2021 Lee S, Periwal V, Jo J. Inference of stochastic time series with missing data. Physical Review. E. 104: 024119. PMID 34525568 DOI: 10.1103/PhysRevE.104.024119   
2021 Kim J, Wang X, Kang C, Yu J, Li P. Forecasting air pollutant concentration using a novel spatiotemporal deep learning model based on clustering, feature selection and empirical wavelet transform. The Science of the Total Environment. 801: 149654. PMID 34416605 DOI: 10.1016/j.scitotenv.2021.149654