Romain Cazé - Related publications

2016-2017 CNRS / UPMC - ISIR 
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Zhou H, Zhang F, Du Z, Liu R. A theory-guided graph networks based PM forecasting method. Environmental Pollution (Barking, Essex : 1987). 118569. PMID 34848289 DOI: 10.1016/j.envpol.2021.118569   
2021 Chomiak T, Rasiah NP, Molina LA, Hu B, Bains JS, Füzesi T. A versatile computational algorithm for time-series data analysis and machine-learning models. Npj Parkinson's Disease. 7: 97. PMID 34753948 DOI: 10.1038/s41531-021-00240-4   
2021 Chatterjee S, Das S, Pequito S. NEO: NEuro-Inspired Optimization-A Fractional Time Series Approach. Frontiers in Physiology. 12: 724044. PMID 34621183 DOI: 10.3389/fphys.2021.724044   
2021 Nikparvar B, Rahman MM, Hatami F, Thill JC. Spatio-temporal prediction of the COVID-19 pandemic in US counties: modeling with a deep LSTM neural network. Scientific Reports. 11: 21715. PMID 34741093 DOI: 10.1038/s41598-021-01119-3   
2021 Cockrell C, Ozik J, Collier N, An G. Nested active learning for efficient model contextualization and parameterization: pathway to generating simulated populations using multi-scale computational models. Simulation. 97: 287-296. PMID 34744189 DOI: 10.1177/0037549720975075   
2021 Kondapalli AR, Koganti H, Challagundla SK, Guntaka CSR, Biswas S. Machine learning predictions of COVID-19 second wave end-times in Indian states. Indian Journal of Physics and Proceedings of the Indian Association For the Cultivation of Science (2004). 1-9. PMID 34611386 DOI: 10.1007/s12648-021-02195-x   
2021 Smith BJ, Read SJ. Modeling incentive salience in Pavlovian learning more parsimoniously using a multiple attribute model. Cognitive, Affective & Behavioral Neuroscience. PMID 34676496 DOI: 10.3758/s13415-021-00953-2   
2021 Zaman MS, Dhamala J, Bajracharya P, Sapp JL, Horácek BM, Wu KC, Trayanova NA, Wang L. Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters Bayesian Active Learning. Frontiers in Physiology. 12: 740306. PMID 34759835 DOI: 10.3389/fphys.2021.740306   
2021 Adnan N, Zand M, Huang T, Ruan J. Construction and evaluation of robust interpretation models for breast cancer metastasis prediction. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 34662279 DOI: 10.1109/TCBB.2021.3120673   
2021 Lee YJ, Kahng H, Kim SB. Generative Adversarial Networks for De Novo Molecular Design. Molecular Informatics. 40: e2100045. PMID 34622551 DOI: 10.1002/minf.202100045   
2021 Dubey P, Chen Y, Gajardo Á, Bhattacharjee S, Carroll C, Zhou Y, Chen H, Müller HG. Learning delay dynamics for multivariate stochastic processes, with application to the prediction of the growth rate of COVID-19 cases in the United States. Journal of Mathematical Analysis and Applications. 125677. PMID 34642503 DOI: 10.1016/j.jmaa.2021.125677   
2021 Fan W, Yang L, Bouguila N. Unsupervised Grouped Axial Data Modeling via Hierarchical Bayesian Nonparametric Models with Watson Distributions. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34784270 DOI: 10.1109/TPAMI.2021.3128271   
2021 Kim YH, Lee C, Ha EG, Choi YJ, Han SS. A fully deep learning model for the automatic identification of cephalometric landmarks. Imaging Science in Dentistry. 51: 299-306. PMID 34621657 DOI: 10.5624/isd.20210077   
2021 Ferrettini G, Escriva E, Aligon J, Excoffier JB, Soulé-Dupuy C. Coalitional Strategies for Efficient Individual Prediction Explanation. Information Systems Frontiers : a Journal of Research and Innovation. 1-27. PMID 34054332 DOI: 10.1007/s10796-021-10141-9   
2021 Nguyen C, Cheema AA. A Deep Neural Network-Based Multi-Frequency Path Loss Prediction Model from 0.8 GHz to 70 GHz. Sensors (Basel, Switzerland). 21. PMID 34372343 DOI: 10.3390/s21155100   
2021 Ahady Dolatsara H, Chen YJ, Leonard RD, Megahed FM, Jones-Farmer LA. Explaining Predictive Model Performance: An Experimental Study of Data Preparation and Model Choice. Big Data. PMID 34612727 DOI: 10.1089/big.2021.0067   
2021 Sandhu K, Patil SS, Pumphrey M, Carter A. Multitrait machine- and deep-learning models for genomic selection using spectral information in a wheat breeding program. The Plant Genome. e20119. PMID 34482627 DOI: 10.1002/tpg2.20119   
2021 Luo G, Zhu Y, Zhang R, Cao P, Liu Q, Zhang J, Sun Y, Yuan H, Guo W, Shen Q, Zhang L. A Review on Mechanical Models for Cellular Media: Investigation on Material Characterization and Numerical Simulation. Polymers. 13. PMID 34641100 DOI: 10.3390/polym13193283   
2021 Menda K, Laird L, Kochenderfer MJ, Caceres RS. Explaining COVID-19 outbreaks with reactive SEIRD models. Scientific Reports. 11: 17905. PMID 34504171 DOI: 10.1038/s41598-021-97260-0   
2021 Lee D, Kim S. Knowledge-guided artificial intelligence technologies for decoding complex multiomics interactions in cells. Clinical and Experimental Pediatrics. PMID 34844399 DOI: 10.3345/cep.2021.01438   
2021 Brochhausen M, Bost SJ, Singh N, Brochhausen C, Blobel B. Understanding the Gap Between Information Models and Realism-Based Ontologies Using the Generic Component Model. Studies in Health Technology and Informatics. 285: 159-164. PMID 34734868 DOI: 10.3233/SHTI210590   
2021 Wang L. Data Driven Explanation of Temporal and Spatial Variability of Maize Yield in the United States. Frontiers in Plant Science. 12: 701192. PMID 34621282 DOI: 10.3389/fpls.2021.701192   
2021 Liu X, Yue R, Zhang Z, Wong WK. -optimal designs for hierarchical linear models: an equivalence theorem and a nature-inspired meta-heuristic algorithm. Soft Computing. 25: 13549-13565. PMID 34720706 DOI: 10.1007/s00500-021-06061-0   
2021 Li XG, Blaiszik B, Schwarting ME, Jacobs R, Scourtas A, Schmidt KJ, Voyles PM, Morgan D. Graph network based deep learning of bandgaps. The Journal of Chemical Physics. 155: 154702. PMID 34686040 DOI: 10.1063/5.0066009   
2021 Ismail M, Sale M, Yu Y, Pillai N, Liu S, Pflug B, Bies R. Development of a genetic algorithm and NONMEM workbench for automating and improving population pharmacokinetic/pharmacodynamic model selection. Journal of Pharmacokinetics and Pharmacodynamics. PMID 34604941 DOI: 10.1007/s10928-021-09782-9   
2021 Leach CB, Williams PJ, Eisaguirre JM, Womble JN, Bower MR, Hooten MB. Recursive Bayesian computation facilitates adaptive optimal design in ecological studies. Ecology. e03573. PMID 34710235 DOI: 10.1002/ecy.3573   
2021 Radev ST, Graw F, Chen S, Mutters NT, Eichel VM, Bärnighausen T, Köthe U. OutbreakFlow: Model-based Bayesian inference of disease outbreak dynamics with invertible neural networks and its application to the COVID-19 pandemics in Germany. Plos Computational Biology. 17: e1009472. PMID 34695111 DOI: 10.1371/journal.pcbi.1009472   
2021 Pereira I, Frässle S, Heinzle J, Schöbi D, Do CT, Gruber M, Stephan KE. CONDUCTANCE-BASED DYNAMIC CAUSAL MODELING: A MATHEMATICAL REVIEW OF ITS APPLICATION TO CROSS-POWER SPECTRAL DENSITIES. Neuroimage. 118662. PMID 34687862 DOI: 10.1016/j.neuroimage.2021.118662   
2021 Sibieude E, Khandelwal A, Girard P, Hesthaven JS, Terranova N. Population pharmacokinetic model selection assisted by machine learning. Journal of Pharmacokinetics and Pharmacodynamics. PMID 34708337 DOI: 10.1007/s10928-021-09793-6   
2021 Wang C, Jiang J, Song X. Bayesian transformation models with partly interval-censored data. Statistics in Medicine. PMID 34845732 DOI: 10.1002/sim.9271   
2021 Mısırlı G, Yang B, James K, Wipat A. Virtual Parts Repository 2: Model-Driven Design of Genetic Regulatory Circuits. Acs Synthetic Biology. PMID 34762797 DOI: 10.1021/acssynbio.1c00157   
2021 Pickett KL, Suresh K, Campbell KR, Davis S, Juarez-Colunga E. Random survival forests for dynamic predictions of a time-to-event outcome using a longitudinal biomarker. Bmc Medical Research Methodology. 21: 216. PMID 34657597 DOI: 10.1186/s12874-021-01375-x   
2021 Li H, Chi R, Hou Z, Huang B. Double Dynamic Linearization-Based Higher Order Indirect Adaptive Iterative Learning Control. Ieee Transactions On Cybernetics. PMID 34847050 DOI: 10.1109/TCYB.2021.3125374   
2021 Yang X, Zhang H, Wang Z, Yan H, Zhang C. Data-Based Predictive Control via Multistep Policy Gradient Reinforcement Learning. Ieee Transactions On Cybernetics. PMID 34752414 DOI: 10.1109/TCYB.2021.3121078   
2021 Eldaly AK, Fang M, Di Fulvio A, McLaughlin S, Davies ME, Altmann Y, Wiaux Y. Bayesian Activity Estimation and Uncertainty Quantification of Spent Nuclear Fuel Using Passive Gamma Emission Tomography. Journal of Imaging. 7. PMID 34677298 DOI: 10.3390/jimaging7100212   
2021 Ding X, Cui R, Yu J, Liu T, Zhu T, Wang D, Chang J, Fan Z, Liu X, Chen K, Jiang H, Li X, Luo X, Zheng M. Active Learning for Drug Design: A Case Study on the Plasma Exposure of Orally Administered Drugs. Journal of Medicinal Chemistry. PMID 34779199 DOI: 10.1021/acs.jmedchem.1c01683   
2021 Xie C, Huang C, Zhang D, He W. BiLSTM-I: A Deep Learning-Based Long Interval Gap-Filling Method for Meteorological Observation Data. International Journal of Environmental Research and Public Health. 18. PMID 34639622 DOI: 10.3390/ijerph181910321   
2021 Nie F, Zhao X, Wang R, Li X. Adaptive Maximum Entropy Graph-Guided Fast Locality Discriminant Analysis. Ieee Transactions On Cybernetics. PMID 34818202 DOI: 10.1109/TCYB.2021.3125956   
2021 Dutta P, Quax R, Crielaard L, Badiali L, Sloot PMA. Inferring temporal dynamics from cross-sectional data using Langevin dynamics. Royal Society Open Science. 8: 211374. PMID 34804581 DOI: 10.1098/rsos.211374   
2021 Radakovich N, Meggendorfer M, Malcovati L, Hilton CB, Sekeres MA, Shreve J, Rouphail Y, Walter W, Hutter S, Galli A, Pozzi S, Elena C, Padron E, Savona MR, Gerds AT, et al. A Geno-Clinical Decision Model for the Diagnosis of Myelodysplastic Syndromes. Blood Advances. PMID 34592765 DOI: 10.1182/bloodadvances.2021004755   
2021 Higatani A, Saleh W. An Investigation into the Appropriateness of Car-Following Models in Assessing Autonomous Vehicles. Sensors (Basel, Switzerland). 21. PMID 34770438 DOI: 10.3390/s21217131   
2021 Augustin CM, Gsell MAF, Karabelas E, Willemen E, Prinzen FW, Lumens J, Vigmond EJ, Plank G. A computationally efficient physiologically comprehensive 3D-0D closed-loop model of the heart and circulation. Computer Methods in Applied Mechanics and Engineering. 386: 114092. PMID 34630765 DOI: 10.1016/j.cma.2021.114092   
2021 Kim YW, Joa KL, Jeong HY, Lee S. Wearable IMU-Based Human Activity Recognition Algorithm for Clinical Balance Assessment Using 1D-CNN and GRU Ensemble Model. Sensors (Basel, Switzerland). 21. PMID 34833704 DOI: 10.3390/s21227628   
2021 Liu XX, Fong SJ, Dey N, Crespo RG, Herrera-Viedma E. A new SEAIRD pandemic prediction model with clinical and epidemiological data analysis on COVID-19 outbreak. Applied Intelligence (Dordrecht, Netherlands). 1-37. PMID 34764574 DOI: 10.1007/s10489-020-01938-3   
2021 Moraga P, Dean C, Inoue J, Morawiecki P, Noureen SR, Wang F. Bayesian spatial modelling of geostatistical data using INLA and SPDE methods: A case study predicting malaria risk in Mozambique. Spatial and Spatio-Temporal Epidemiology. 39: 100440. PMID 34774255 DOI: 10.1016/j.sste.2021.100440   
2021 Li K, Xiong P, Wu Y, Dong Y. Forecasting greenhouse gas emissions with the new information priority generalized accumulative grey model. The Science of the Total Environment. 150859. PMID 34634346 DOI: 10.1016/j.scitotenv.2021.150859   
2021 Usman M, Khan S, Park S, Lee JA. AoP-LSE: Antioxidant Proteins Classification Using Deep Latent Space Encoding of Sequence Features. Current Issues in Molecular Biology. 43: 1489-1501. PMID 34698113 DOI: 10.3390/cimb43030105   
2021 Sun X, Rashid M, Hobbs N, Askari MR, Brandt R, Shahidehpour A, Cinar A. Prior Informed Regularization of Recursively Updated Latent-Variables-Based Models with Missing Observations. Control Engineering Practice. 116. PMID 34539101 DOI: 10.1016/j.conengprac.2021.104933   
2021 Luo Y, Stephens DA. Bayesian inference for continuous-time hidden Markov models with an unknown number of states. Statistics and Computing. 31: 57. PMID 34776654 DOI: 10.1007/s11222-021-10032-8   
2021 Luo X, Zhong Y, Wang Z, Li M. An Alternating-Direction-Method of Multipliers-Incorporated Approach to Symmetric Non-Negative Latent Factor Analysis. Ieee Transactions On Neural Networks and Learning Systems. PMID 34784287 DOI: 10.1109/TNNLS.2021.3125774