William D. Penny - Related publications

Affiliations: 
2013- WTCN University College London, London, United Kingdom 
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Manomaisaowapak P, Nartkulpat A, Songsiri J. Granger Causality Inference in EEG Source Connectivity Analysis: A State-Space Approach. Ieee Transactions On Neural Networks and Learning Systems. PMID 34310324 DOI: 10.1109/TNNLS.2021.3096642   
2021 Sun BM, Zeng D, Wang Y. Modeling Temporal Biomarkers With Semiparametric Nonlinear Dynamical Systems. Biometrika. 108: 199-214. PMID 34326552 DOI: 10.1093/biomet/asaa042   
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 Lal R, Huang W, Li Z. An application of the ensemble Kalman filter in epidemiological modelling. Plos One. 16: e0256227. PMID 34411132 DOI: 10.1371/journal.pone.0256227   
2021 Pietrosanu M, Shu H, Jiang B, Kong L, Heo G, He Q, Gilmore J, Zhu H. Estimation for the bivariate quantile varying coefficient model with application to diffusion tensor imaging data analysis. Biostatistics (Oxford, England). PMID 34418057 DOI: 10.1093/biostatistics/kxab031   
2021 Shafiq A, Lone SA, Sindhu TN, El Khatib Y, Al-Mdallal QM, Muhammad T. A new modified Kies Fréchet distribution: Applications of mortality rate of Covid-19. Results in Physics. 28: 104638. PMID 34367892 DOI: 10.1016/j.rinp.2021.104638   
2021 Oliveira LA, Silva CPD, Silva AQD, Mendes CTE, Nuvunga JJ, Muniz JA, Bueno Filho JSS, Balestre M. Shrinkage in the Bayesian analysis of the GGE model: A case study with simulation. Plos One. 16: e0256882. PMID 34460844 DOI: 10.1371/journal.pone.0256882   
2021 Pospisil DA, Bair W. The unbiased estimation of the fraction of variance explained by a model. Plos Computational Biology. 17: e1009212. PMID 34347786 DOI: 10.1371/journal.pcbi.1009212   
2021 Maaß SC, de Jong J, van Maanen L, van Rijn H. Conceptually plausible Bayesian inference in interval timing. Royal Society Open Science. 8: 201844. PMID 34457319 DOI: 10.1098/rsos.201844   
2021 Wang K, Chen J, Song Z, Wang Y, Yang C. Deep Neural Network-Embedded Stochastic Nonlinear State-Space Models and Their Applications to Process Monitoring. Ieee Transactions On Neural Networks and Learning Systems. PMID 34310323 DOI: 10.1109/TNNLS.2021.3086323   
2021 Wang K, Chen J, Song Z, Wang Y, Yang C. Deep Neural Network-Embedded Stochastic Nonlinear State-Space Models and Their Applications to Process Monitoring. Ieee Transactions On Neural Networks and Learning Systems. PMID 34310323 DOI: 10.1109/TNNLS.2021.3086323   
2021 Bittner SR, Palmigiano A, Piet AT, Duan CA, Brody CD, Miller KD, Cunningham J. Interrogating theoretical models of neural computation with emergent property inference. Elife. 10. PMID 34323690 DOI: 10.7554/eLife.56265   
2021 Paape D, Avetisyan S, Lago S, Vasishth S. Modeling Misretrieval and Feature Substitution in Agreement Attraction: A Computational Evaluation. Cognitive Science. 45: e13019. PMID 34379348 DOI: 10.1111/cogs.13019   
2021 Hector EC, Song PX. A Distributed and Integrated Method of Moments for High-Dimensional Correlated Data Analysis. Journal of the American Statistical Association. 116: 805-818. PMID 34168390 DOI: 10.1080/01621459.2020.1736082   
2021 Chizhov AV, Graham LJ. A strategy for mapping biophysical to abstract neuronal network models applied to primary visual cortex. Plos Computational Biology. 17: e1009007. PMID 34398895 DOI: 10.1371/journal.pcbi.1009007   
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 Abrevaya G, Dumas G, Aravkin AY, Zheng P, Gagnon-Audet JC, Kozloski J, Polosecki P, Lajoie G, Cox D, Dawson SP, Cecchi G, Rish I. Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks. Neural Computation. 33: 2087-2127. PMID 34310676 DOI: 10.1162/neco_a_01401   
2021 Abrevaya G, Dumas G, Aravkin AY, Zheng P, Gagnon-Audet JC, Kozloski J, Polosecki P, Lajoie G, Cox D, Dawson SP, Cecchi G, Rish I. Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks. Neural Computation. 33: 2087-2127. PMID 34310676 DOI: 10.1162/neco_a_01401   
2021 Yuan A, Yang C, Yu S, Tan MT. Robust estimates of regional treatment effects in multiregional randomized clinical trials with semiparametric logistic model. Pharmaceutical Statistics. PMID 34350678 DOI: 10.1002/pst.2157   
2021 Mu J, Liu Q, Kuo L, Hu G. Bayesian variable selection for the Cox regression model with spatially varying coefficients with applications to Louisiana respiratory cancer data. Biometrical Journal. Biometrische Zeitschrift. PMID 34319616 DOI: 10.1002/bimj.202000047   
2021 Ge Y, Hare S, Chen G, Waltz JA, Kochunov P, Elliot Hong L, Chen S. Bayes estimate of primary threshold in clusterwise functional magnetic resonance imaging inferences. Statistics in Medicine. PMID 34309050 DOI: 10.1002/sim.9147   
2021 Ge Y, Hare S, Chen G, Waltz JA, Kochunov P, Elliot Hong L, Chen S. Bayes estimate of primary threshold in clusterwise functional magnetic resonance imaging inferences. Statistics in Medicine. PMID 34309050 DOI: 10.1002/sim.9147   
2021 Khadim Q, Kiani-Oshtorjani M, Jaiswal S, Matikainen MK, Mikkola A. Estimating the Characteristic Curve of a Directional Control Valve in a Combined Multibody and Hydraulic System Using an Augmented Discrete Extended Kalman Filter. Sensors (Basel, Switzerland). 21. PMID 34372268 DOI: 10.3390/s21155029   
2021 Allouch S, Yochum M, Kabbara A, Duprez J, Khalil M, Wendling F, Hassan M, Modolo J. Mean-Field Modeling of Brain-Scale Dynamics for the Evaluation of EEG Source-Space Networks. Brain Topography. PMID 34244910 DOI: 10.1007/s10548-021-00859-9   
2021 Liégeois R, Yeo BTT, Van De Ville D. Interpreting null models of resting-state functional MRI dynamics:not throwing the model out with the hypothesis. Neuroimage. 243: 118518. PMID 34469853 DOI: 10.1016/j.neuroimage.2021.118518   
2021 Weinstein SM, Vandekar SN, Adebimpe A, Tapera TM, Robert-Fitzgerald T, Gur RC, Gur RE, Raznahan A, Satterthwaite TD, Alexander-Bloch AF, Shinohara RT. A simple permutation-based test of intermodal correspondence. Human Brain Mapping. PMID 34519385 DOI: 10.1002/hbm.25577   
2021 Camargo M, Dumas M, González-Rojas O. Discovering generative models from event logs: data-driven simulation vs deep learning. Peerj. Computer Science. 7: e577. PMID 34322588 DOI: 10.7717/peerj-cs.577   
2021 Jiang YX, Xiong X, Zhang S, Wang JX, Li JC, Du L. Modeling and prediction of the transmission dynamics of COVID-19 based on the SINDy-LM method. Nonlinear Dynamics. 1-20. PMID 34312574 DOI: 10.1007/s11071-021-06707-6   
2021 Jiang YX, Xiong X, Zhang S, Wang JX, Li JC, Du L. Modeling and prediction of the transmission dynamics of COVID-19 based on the SINDy-LM method. Nonlinear Dynamics. 1-20. PMID 34312574 DOI: 10.1007/s11071-021-06707-6   
2021 Farahibozorg SR, Bijsterbosch JD, Gong W, Jbabdi S, Smith SM, Harrison SJ, Woolrich MW. Hierarchical modelling of functional brain networks in population and individuals from big fMRI data. Neuroimage. 118513. PMID 34450262 DOI: 10.1016/j.neuroimage.2021.118513   
2021 Belle V, Papantonis I. Principles and Practice of Explainable Machine Learning. Frontiers in Big Data. 4: 688969. PMID 34278297 DOI: 10.3389/fdata.2021.688969   
2021 Thiem TN, Kemeth FP, Bertalan T, Laing CR, Kevrekidis IG. Global and local reduced models for interacting, heterogeneous agents. Chaos (Woodbury, N.Y.). 31: 073139. PMID 34340348 DOI: 10.1063/5.0055840   
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 Hjorth JJJ, Hellgren Kotaleski J, Kozlov A. Predicting Synaptic Connectivity for Large-Scale Microcircuit Simulations Using Snudda. Neuroinformatics. PMID 34282528 DOI: 10.1007/s12021-021-09531-w   
2021 Yu Y, He Z, Qu X. On the Impact of Prior Experiences in Car-Following Models: Model Development, Computational Efficiency, Comparative Analyses, and Extensive Applications. Ieee Transactions On Cybernetics. PMID 34520382 DOI: 10.1109/TCYB.2021.3095154   
2021 Liu H, Yuan KH, Wen Z. Two-level moderated mediation models with single-level data and new measures of effect sizes. Behavior Research Methods. PMID 34327674 DOI: 10.3758/s13428-021-01578-6   
2021 Dibaeinia P, Sinha S. Deciphering enhancer sequence using thermodynamics-based models and convolutional neural networks. Nucleic Acids Research. PMID 34508359 DOI: 10.1093/nar/gkab765   
2021 Terry N, Choe Y. Splitting Gaussian processes for computationally-efficient regression. Plos One. 16: e0256470. PMID 34428233 DOI: 10.1371/journal.pone.0256470   
2021 O'Neill GC, Barry DN, Tierney TM, Mellor S, Maguire EA, Barnes GR. Testing covariance models for MEG source reconstruction of hippocampal activity. Scientific Reports. 11: 17615. PMID 34475476 DOI: 10.1038/s41598-021-96933-0   
2021 Smith PL, Ratcliff R. Modeling evidence accumulation decision processes using integral equations: Urgency-gating and collapsing boundaries. Psychological Review. PMID 34410765 DOI: 10.1037/rev0000301   
2021 Piepho HP, Williams ER. Regression models for order-of-addition experiments. Biometrical Journal. Biometrische Zeitschrift. PMID 34327728 DOI: 10.1002/bimj.202100048   
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 Farnoosh A, Wang Z, Zhu S, Ostadabbas S. A Bayesian Dynamical Approach for Human Action Recognition. Sensors (Basel, Switzerland). 21. PMID 34451054 DOI: 10.3390/s21165613   
2021 McCormick EM. Multi-Level Multi-Growth Models: New opportunities for addressing developmental theory using advanced longitudinal designs with planned missingness. Developmental Cognitive Neuroscience. 51: 101001. PMID 34391004 DOI: 10.1016/j.dcn.2021.101001   
2021 Spiers RC, Kalivas JH. Calibration Model Updating to Novel Sample and Measurement Conditions without Reference Values. Analytical Chemistry. 93: 9688-9696. PMID 34236832 DOI: 10.1021/acs.analchem.1c00578   
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 Liu X, Ahmad Z, Gemeay AM, Abdulrahman AT, Hafez EH, Khalil N. Modeling the survival times of the COVID-19 patients with a new statistical model: A case study from China. Plos One. 16: e0254999. PMID 34310646 DOI: 10.1371/journal.pone.0254999   
2021 Liu X, Ahmad Z, Gemeay AM, Abdulrahman AT, Hafez EH, Khalil N. Modeling the survival times of the COVID-19 patients with a new statistical model: A case study from China. Plos One. 16: e0254999. PMID 34310646 DOI: 10.1371/journal.pone.0254999   
2021 Louzada F, Cuminato JA, Rodriguez OMH, Tomazella VLD, Ferreira PH, Ramos PL, Milani EA, Bochio G, Perissini IC, Gonzatto Junior OA, Mota AL, Alegría LFA, Colombo D, Perondi EA, Wentz AV, et al. Improved objective Bayesian estimator for a PLP model hierarchically represented subject to competing risks under minimal repair regime. Plos One. 16: e0255944. PMID 34383829 DOI: 10.1371/journal.pone.0255944   
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