Yoram Singer, Ph.D - Related publications

Google research, Hebrew University 
Machine Learning
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Golmakani MK, Polley EC. Super Learner for Survival Data Prediction. The International Journal of Biostatistics. PMID 32097120 DOI: 10.1515/ijb-2019-0065   
2020 He H, Liu C, Liu H. Model Reconstruction from Small-Angle X-Ray Scattering Data Using Deep Learning Methods. Iscience. 23: 100906. PMID 32092702 DOI: 10.1016/j.isci.2020.100906   
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 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 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 Everitt RG, Culliford R, Medina-Aguayo F, Wilson DJ. Sequential Monte Carlo with transformations. Statistics and Computing. 30: 663-676. PMID 32116416 DOI: 10.1007/s11222-019-09903-y   
2020 Zalay OC. Blind method for discovering number of clusters in multidimensional datasets by regression on linkage hierarchies generated from random data. Plos One. 15: e0227788. PMID 31971953 DOI: 10.1371/journal.pone.0227788   
2020 Luo B, Yang Y, Liu D. Policy Iteration Q-Learning for Data-Based Two-Player Zero-Sum Game of Linear Discrete-Time Systems. Ieee Transactions On Cybernetics. PMID 32092032 DOI: 10.1109/TCYB.2020.2970969   
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 Wang Y, Zhang H, Li Y. Iterated posterior linearization filters and smoothers with cross-correlated noises. Isa Transactions. PMID 32081403 DOI: 10.1016/j.isatra.2020.01.008   
2020 Oganisian A, Mitra N, Roy JA. A bayesian nonparametric model for zero-inflated outcomes: Prediction, clustering, and causal estimation. Biometrics. PMID 32125699 DOI: 10.1111/biom.13244   
2020 Chen Q, Zhang F, Chen MH, Cong XJ. Estimation of treatment effects and model diagnostics with two-way time-varying treatment switching: an application to a head and neck study. Lifetime Data Analysis. PMID 32125594 DOI: 10.1007/s10985-020-09495-0   
2020 Xu Z, Liu Y, Li C. Distributed Semi-Supervised Learning With Missing Data. Ieee Transactions On Cybernetics. PMID 32086227 DOI: 10.1109/TCYB.2020.2967072   
2020 Sigourney DB, Chavez-Rosales S, Conn PB, Garrison L, Josephson E, Palka D. Developing and assessing a density surface model in a Bayesian hierarchical framework with a focus on uncertainty: insights from simulations and an application to fin whales (). Peerj. 8: e8226. PMID 32002319 DOI: 10.7717/peerj.8226   
2020 Huang CY, Qin J. A unified approach for synthesizing population-level covariate effect information in semiparametric estimation with survival data. Statistics in Medicine. PMID 32073677 DOI: 10.1002/sim.8499   
2020 Jin B, Wu Y, Rao CR, Hou L. Estimation and model selection in general spatial dynamic panel data models. Proceedings of the National Academy of Sciences of the United States of America. PMID 32094164 DOI: 10.1073/pnas.1917411117   
2020 Ahmed N, Ali M, Rafiq M, Khan I, Nisar KS, Rehman MA, Ahmad MO. A numerical efficient splitting method for the solution of two dimensional susceptible infected recovered epidemic model of whooping cough dynamics: Applications in bio-medical engineering. Computer Methods and Programs in Biomedicine. 190: 105350. PMID 32078958 DOI: 10.1016/j.cmpb.2020.105350   
2020 Gill MS, Lemey P, Suchard MA, Rambaut A, Baele G. Online Bayesian phylodynamic inference in BEAST with application to epidemic reconstruction. Molecular Biology and Evolution. PMID 32101295 DOI: 10.1093/molbev/msaa047   
2020 Duan LL, Young AL, Nishimura A, Dunson DB. Bayesian constraint relaxation. Biometrika. 107: 191-204. PMID 32089562 DOI: 10.1093/biomet/asz069   
2020 Feng S, Zhao C, Fu P. A deep neural network based hierarchical multi-label classification method. The Review of Scientific Instruments. 91: 024103. PMID 32113459 DOI: 10.1063/1.5141161   
2020 Cui J, Min C, Feng D. Research on pose estimation for stereo vision measurement system by an improved method: uncertainty weighted stereopsis pose solution method based on projection vector. Optics Express. 28: 5470-5491. PMID 32121767 DOI: 10.1364/OE.377707   
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 Yuan Z, Hu J, Wu D, Ban X. A Dual-Attention Recurrent Neural Network Method for Deep Cone Thickener Underflow Concentration Prediction. Sensors (Basel, Switzerland). 20. PMID 32110906 DOI: 10.3390/s20051260   
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 Huang X, Xu J. Estimating individualized treatment rules with risk constraint. Biometrics. PMID 32002993 DOI: 10.1111/biom.13232   
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 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 Cao X, Ding L, Mersha TB. Joint variable selection and network modeling for detecting eQTLs. Statistical Applications in Genetics and Molecular Biology. PMID 32078577 DOI: 10.1515/sagmb-2019-0032   
2020 Chai X, Gu H, Li F, Duan H, Hu X, Lin K. Deep learning for irregularly and regularly missing data reconstruction. Scientific Reports. 10: 3302. PMID 32094366 DOI: 10.1038/s41598-020-59801-x   
2020 Liu F, Li L, Liu Y, Cao Z, Yang H, Lu S. HKF-SVR Optimized by Krill Herd Algorithm for Coaxial Bearings Performance Degradation Prediction. Sensors (Basel, Switzerland). 20. PMID 31991654 DOI: 10.3390/s20030660   
2020 Liu Y, McMahan CS, Tebbs JM, Gallagher CM, Bilder CR. Generalized additive regression for group testing data. Biostatistics (Oxford, England). PMID 32061081 DOI: 10.1093/biostatistics/kxaa003   
2020 Jagdhuber R, Lang M, Stenzl A, Neuhaus J, Rahnenführer J. Cost-Constrained feature selection in binary classification: adaptations for greedy forward selection and genetic algorithms. Bmc Bioinformatics. 21: 26. PMID 31992203 DOI: 10.1186/s12859-020-3361-9   
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 Biswas A, Vajragupta N, Hielscher R, Hartmaier A. Optimized reconstruction of the crystallographic orientation density function based on a reduced set of orientations. Journal of Applied Crystallography. 53: 178-187. PMID 32047410 DOI: 10.1107/S1600576719017138   
2020 Lu J, Ding J, Dai X, Chai T. Ensemble Stochastic Configuration Networks for Estimating Prediction Intervals: A Simultaneous Robust Training Algorithm and Its Application. Ieee Transactions On Neural Networks and Learning Systems. PMID 32071006 DOI: 10.1109/TNNLS.2020.2967816   
2020 Cai Z, Sit T. Censored quantile regression model with time-varying covariates under length-biased sampling. Biometrics. PMID 32027016 DOI: 10.1111/biom.13230   
2020 Yang W, Liu Y, Liu F. An Improved Ambiguity-Free Method for Precise GNSS Positioning with Utilizing Single Frequency Receivers. Sensors (Basel, Switzerland). 20. PMID 32041098 DOI: 10.3390/s20030856   
2020 Prior C, Davies OR, Bruce D, Pohl E. Obtaining Tertiary Protein Structures by the ab Initio Interpretation of Small Angle X-ray Scattering Data. Journal of Chemical Theory and Computation. PMID 32023061 DOI: 10.1021/acs.jctc.9b01010   
2020 Liu H, Morris ED. Model Comparison Metrics Require Adaptive Correction if Parameters are Discretized: Proof-of-Concept Applied to Transient Signals in Dynamic PET. Ieee Transactions On Medical Imaging. PMID 32031932 DOI: 10.1109/TMI.2020.2969425   
2020 Cao L, Yang B, Li H, Liu X, Liu B, Xu C, Liu R, Fu F. [A multifrequency time-difference electrical impedance tomography algorithm using spectral constraints]. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi = Journal of Biomedical Engineering = Shengwu Yixue Gongchengxue Zazhi. 37: 80-86. PMID 32096380 DOI: 10.7507/1001-5515.201901018   
2020 Zhao H, Wu Q, Gilbert PB, Chen YQ, Sun J. A regularized estimation approach for case-cohort periodic follow-up studies with an application to HIV vaccine trials. Biometrical Journal. Biometrische Zeitschrift. PMID 32080888 DOI: 10.1002/bimj.201900180   
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 Agrawal P, Whitaker RT, Elhabian SY. An Optimal, Generative Model for Estimating Multi-Label Probabilistic Maps. Ieee Transactions On Medical Imaging. PMID 31985415 DOI: 10.1109/TMI.2020.2968917   
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 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 Chauhan R, Sebastian B, Ben-Tzvi P. Grasp Prediction Toward Naturalistic Exoskeleton Glove Control. Ieee Transactions On Human-Machine Systems. 50: 22-31. PMID 32042514 DOI: 10.1109/thms.2019.2938139   
2020 Hoffmann T, Peel L, Lambiotte R, Jones NS. Community detection in networks without observing edges. Science Advances. 6: eaav1478. PMID 32042892 DOI: 10.1126/sciadv.aav1478   
2020 Shinohara S, Manome N, Suzuki K, Chung UI, Takahashi T, Gunji PY, Nakajima Y, Mitsuyoshi S. Extended Bayesian inference incorporating symmetry bias. Bio Systems. 104104. PMID 32027940 DOI: 10.1016/j.biosystems.2020.104104   
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 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