Joao M. Natali, Ph.D. - Related publications

Affiliations: 
2008 Chemical and Biological Engineering Polytechnic University 
Area:
Chemical Engineering, Bioinformatics Biology
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Diegmiller R, Zhang L, Gameiro M, Barr J, Imran Alsous J, Schedl P, Shvartsman SY, Mischaikow K. Mapping parameter spaces of biological switches. Plos Computational Biology. 17: e1008711. PMID 33556054 DOI: 10.1371/journal.pcbi.1008711   
2021 Li D, Huang D, Liu Y. A novel two-step adaptive multioutput semisupervised soft sensor with applications in wastewater treatment. Environmental Science and Pollution Research International. PMID 33550556 DOI: 10.1007/s11356-021-12656-9   
2021 Raimúndez E, Dudkin E, Vanhoefer J, Alamoudi E, Merkt S, Fuhrmann L, Bai F, Hasenauer J. COVID-19 outbreak in Wuhan demonstrates the limitations of publicly available case numbers for epidemiological modeling. Epidemics. 34: 100439. PMID 33556763 DOI: 10.1016/j.epidem.2021.100439   
2021 Abdulwasaa MA, Abdo MS, Shah K, Nofal TA, Panchal SK, Kawale SV, Abdel-Aty AH. Fractal-fractional mathematical modeling and forecasting of new cases and deaths of COVID-19 epidemic outbreaks in India. Results in Physics. 20: 103702. PMID 33520622 DOI: 10.1016/j.rinp.2020.103702   
2021 Luo X, Duan H, Xu K. A novel grey model based on traditional Richards model and its application in COVID-19. Chaos, Solitons, and Fractals. 142: 110480. PMID 33519114 DOI: 10.1016/j.chaos.2020.110480   
2021 Luo X, Duan H, Xu K. A novel grey model based on traditional Richards model and its application in COVID-19. Chaos, Solitons, and Fractals. 142: 110480. PMID 33519114 DOI: 10.1016/j.chaos.2020.110480   
2021 Khan MA, Ullah S, Kumar S. A robust study on 2019-nCOV outbreaks through non-singular derivative. European Physical Journal Plus. 136: 168. PMID 33552828 DOI: 10.1140/epjp/s13360-021-01159-8   
2021 Su WH, Chou CS, Xiu D. Deep Learning of Biological Models from Data: Applications to ODE Models. Bulletin of Mathematical Biology. 83: 19. PMID 33452931 DOI: 10.1007/s11538-020-00851-7   
2021 Jiang D, Wu Z, Hsieh CY, Chen G, Liao B, Wang Z, Shen C, Cao D, Wu J, Hou T. Could graph neural networks learn better molecular representation for drug discovery? A comparison study of descriptor-based and graph-based models. Journal of Cheminformatics. 13: 12. PMID 33597034 DOI: 10.1186/s13321-020-00479-8   
2021 Chang J, Kim J, Zhang BT, Pitt MA, Myung JI. Data-driven experimental design and model development using Gaussian process with active learning. Cognitive Psychology. 125: 101360. PMID 33472104 DOI: 10.1016/j.cogpsych.2020.101360   
2021 Pan Z, Lu W, Fan Y, Li J. Identification of groundwater contamination sources and hydraulic parameters based on bayesian regularization deep neural network. Environmental Science and Pollution Research International. PMID 33398760 DOI: 10.1007/s11356-020-11614-1   
2021 Eliwa MS, Altun E, Alhussain ZA, Ahmed EA, Salah MM, Ahmed HH, El-Morshedy M. A new one-parameter lifetime distribution and its regression model with applications. Plos One. 16: e0246969. PMID 33606720 DOI: 10.1371/journal.pone.0246969   
2021 Qi Y, Jin L, Luo X, Zhou M. Recurrent Neural Dynamics Models for Perturbed Nonstationary Quadratic Programs: A Control-Theoretical Perspective. Ieee Transactions On Neural Networks and Learning Systems. PMID 33449881 DOI: 10.1109/TNNLS.2020.3041364   
2021 Gajewicz-Skretna A, Gromelski M, Wyrzykowska E, Furuhama A, Yamamoto H, Suzuki N. Aquatic toxicity (Pre)screening strategy for structurally diverse chemicals: global or local classification tree models? Ecotoxicology and Environmental Safety. 208: 111738. PMID 33396066 DOI: 10.1016/j.ecoenv.2020.111738   
2021 Hu X, Liu Z, Yu X, Zhao Y, Chen W, Hu B, Du X, Li X, Helaoui M, Wang W, Ghannouchi FM. Convolutional Neural Network for Behavioral Modeling and Predistortion of Wideband Power Amplifiers. Ieee Transactions On Neural Networks and Learning Systems. PMID 33566774 DOI: 10.1109/TNNLS.2021.3054867   
2021 Wu H, Jones MP. Proportional likelihood ratio mixed model for discrete longitudinal data. Statistics in Medicine. PMID 33588517 DOI: 10.1002/sim.8902   
2021 Hu YC, Jiang P, Tsai JF, Yu CY. An Optimized Fractional Grey Prediction Model for Carbon Dioxide Emissions Forecasting. International Journal of Environmental Research and Public Health. 18. PMID 33445594 DOI: 10.3390/ijerph18020587   
2021 Schmidt M, Schroeder I, Bauer D, Thiel G, Hamacher K. Inferring functional units in ion channel pores via relative entropy. European Biophysics Journal : Ebj. 50: 37-57. PMID 33523249 DOI: 10.1007/s00249-020-01480-7   
2021 Schmiester L, Schälte Y, Bergmann FT, Camba T, Dudkin E, Egert J, Fröhlich F, Fuhrmann L, Hauber AL, Kemmer S, Lakrisenko P, Loos C, Merkt S, Müller W, Pathirana D, et al. PEtab-Interoperable specification of parameter estimation problems in systems biology. Plos Computational Biology. 17: e1008646. PMID 33497393 DOI: 10.1371/journal.pcbi.1008646   
2021 Schmiester L, Schälte Y, Bergmann FT, Camba T, Dudkin E, Egert J, Fröhlich F, Fuhrmann L, Hauber AL, Kemmer S, Lakrisenko P, Loos C, Merkt S, Müller W, Pathirana D, et al. PEtab-Interoperable specification of parameter estimation problems in systems biology. Plos Computational Biology. 17: e1008646. PMID 33497393 DOI: 10.1371/journal.pcbi.1008646   
2021 Han YX. Modeling and optimization of the terminal control area with holding unit. Plos One. 16: e0241204. PMID 33651822 DOI: 10.1371/journal.pone.0241204   
2021 Premkumar M, Jangir P, Sowmya R, Elavarasan RM, Kumar BS. Enhanced chaotic JAYA algorithm for parameter estimation of photovoltaic cell/modules. Isa Transactions. PMID 33551129 DOI: 10.1016/j.isatra.2021.01.045   
2021 Huang C, Li M, Wang D. Stochastic configuration network ensembles with selective base models. Neural Networks : the Official Journal of the International Neural Network Society. 137: 106-118. PMID 33581381 DOI: 10.1016/j.neunet.2021.01.011   
2021 Erandi K, Perera S, Mahasinghe AC. Analysis and forecast of dengue incidence in urban Colombo, Sri Lanka. Theoretical Biology & Medical Modelling. 18: 3. PMID 33413478 DOI: 10.1186/s12976-020-00134-7   
2021 Wu L, Huang R, Tetko IV, Xia Z, Xu J, Tong W. Trade-off Predictivity and Explainability for Machine-Learning Powered Predictive Toxicology: An in-Depth Investigation with Tox21 Data Sets. Chemical Research in Toxicology. PMID 33513003 DOI: 10.1021/acs.chemrestox.0c00373   
2021 Lu Q, Forbes MG, Loewen PD, Backström JU, Dumont GA, Gopaluni RB. Model-plant mismatch detection for cross-directional processes. Isa Transactions. PMID 33632602 DOI: 10.1016/j.isatra.2021.01.051   
2021 Ronquist F, Kudlicka J, Senderov V, Borgström J, Lartillot N, Lundén D, Murray L, Schön TB, Broman D. Universal probabilistic programming offers a powerful approach to statistical phylogenetics. Communications Biology. 4: 244. PMID 33627766 DOI: 10.1038/s42003-021-01753-7   
2021 Singh H, Srivastava HM, Hammouch Z, Sooppy Nisar K. Numerical simulation and stability analysis for the fractional-order dynamics of COVID-19. Results in Physics. 20: 103722. PMID 33520625 DOI: 10.1016/j.rinp.2020.103722   
2021 Jiang R, Jacob B, Geiger M, Matthew S, Rumsey B, Singh P, Wrede F, Yi TM, Drawert B, Hellander A, Petzold L. Epidemiological modeling in StochSS Live! Bioinformatics (Oxford, England). PMID 33512399 DOI: 10.1093/bioinformatics/btab061   
2021 Kang T, Levy SM, Datta S. Analyzing longitudinal clustered count data with zero inflation: Marginal modeling using the Conway-Maxwell-Poisson distribution. Biometrical Journal. Biometrische Zeitschrift. PMID 33393147 DOI: 10.1002/bimj.202000061   
2021 Zhou W, Zhang HT, Wang J. An Efficient Sparse Bayesian Learning Algorithm Based on Gaussian-Scale Mixtures. Ieee Transactions On Neural Networks and Learning Systems. PMID 33481719 DOI: 10.1109/TNNLS.2020.3049056   
2021 Mozgunov P, Knight R, Barnett H, Jaki T. Using an Interaction Parameter in Model-Based Phase I Trials for Combination Treatments? A Simulation Study. International Journal of Environmental Research and Public Health. 18. PMID 33466469 DOI: 10.3390/ijerph18010345   
2021 Smart JJ, Grammer GL. Modernising fish and shark growth curves with Bayesian length-at-age models. Plos One. 16: e0246734. PMID 33556124 DOI: 10.1371/journal.pone.0246734   
2021 Ma W. A Higher-Order Cognitive Diagnosis Model with Ordinal Attributes for Dichotomous Response Data. Multivariate Behavioral Research. 1-22. PMID 33434081 DOI: 10.1080/00273171.2020.1860731   
2021 Guo CQ, Cui YL. Improved solute transport and pollutant degradation model of free water surface constructed wetlands considering significant linear correlation between model parameters. Bioresource Technology. 327: 124817. PMID 33578355 DOI: 10.1016/j.biortech.2021.124817   
2021 Gajewicz-Skretna A, Kar S, Piotrowska M, Leszczynski J. The kernel-weighted local polynomial regression (KwLPR) approach: an efficient, novel tool for development of QSAR/QSAAR toxicity extrapolation models. Journal of Cheminformatics. 13: 9. PMID 33579384 DOI: 10.1186/s13321-021-00484-5   
2021 Choi H, Bajic IV. Affine Transformation-Based Deep Frame Prediction. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33635788 DOI: 10.1109/TIP.2021.3060803   
2021 Zhou H, Zhang F, Du Z, Liu R. Forecasting PM using hybrid graph convolution-based model considering dynamic wind-field to offer the benefit of spatial interpretability. Environmental Pollution (Barking, Essex : 1987). 273: 116473. PMID 33503566 DOI: 10.1016/j.envpol.2021.116473   
2021 Do TD, Gui MM, Ng KY. Assessing the effects of time-dependent restrictions and control actions to flatten the curve of COVID-19 in Kazakhstan. Peerj. 9: e10806. PMID 33604187 DOI: 10.7717/peerj.10806   
2021 Liu Z, Guan Q, Lin J, Yang L, Luo H, Wang N. A new buffer selection strategy for land use regression model of PM in Xi'an, China. Environmental Science and Pollution Research International. PMID 33411307 DOI: 10.1007/s11356-020-11770-4   
2021 Besenczi R, Bátfai N, Jeszenszky P, Major R, Monori F, Ispány M. Large-scale simulation of traffic flow using Markov model. Plos One. 16: e0246062. PMID 33561138 DOI: 10.1371/journal.pone.0246062   
2021 Xue HL, Tian XL, Wang B, Sun SC, Cao TJ. [Comparison of global sensitivity analysis techniques based on a process-based model CROBAS.] Ying Yong Sheng Tai Xue Bao = the Journal of Applied Ecology. 32: 134-144. PMID 33477221 DOI: 10.13287/j.1001-9332.202101.005   
2021 Lima MS. Information theory inspired optimization algorithm for efficient service orchestration in distributed systems. Plos One. 16: e0242285. PMID 33395689 DOI: 10.1371/journal.pone.0242285   
2021 Zhang X, Wang C. Measurement bias and error correction in a two-stage estimation for multilevel IRT models. The British Journal of Mathematical and Statistical Psychology. PMID 33550594 DOI: 10.1111/bmsp.12233   
2021 Guest O, Martin AE. How Computational Modeling Can Force Theory Building in Psychological Science. Perspectives On Psychological Science : a Journal of the Association For Psychological Science. 1745691620970585. PMID 33482070 DOI: 10.1177/1745691620970585   
2021 Sekulovic A, Petit M, Verrijk R, Rades T, Rantanen J. Probabilistic Modeling of an injectable aqueous crystalline suspension using influence networks. International Journal of Pharmaceutics. 120283. PMID 33508347 DOI: 10.1016/j.ijpharm.2021.120283   
2021 McCabe CJ, Halvorson MA, King KM, Cao X, Kim DS. Interpreting Interaction Effects in Generalized Linear Models of Nonlinear Probabilities and Counts. Multivariate Behavioral Research. 1-27. PMID 33523708 DOI: 10.1080/00273171.2020.1868966   
2021 Khan A, Zarin R, Hussain G, Ahmad NA, Mohd MH, Yusuf A. Stability analysis and optimal control of covid-19 with convex incidence rate in Khyber Pakhtunkhawa (Pakistan). Results in Physics. 20: 103703. PMID 33520623 DOI: 10.1016/j.rinp.2020.103703   
2021 Zhang B, Zhang A, Hu G, Chang Z, Zhou Z, Yin X. Reliability assessment of train control and management system based on evidential reasoning rule and covariance matrix adaptation evolution strategy algorithm. Isa Transactions. PMID 33518220 DOI: 10.1016/j.isatra.2021.01.013   
2021 Zhang B, Zhang A, Hu G, Chang Z, Zhou Z, Yin X. Reliability assessment of train control and management system based on evidential reasoning rule and covariance matrix adaptation evolution strategy algorithm. Isa Transactions. PMID 33518220 DOI: 10.1016/j.isatra.2021.01.013