Prasad Chebolu, Ph.D. - Related publications

Affiliations: 
2008 Carnegie Mellon University, Pittsburgh, PA 
Area:
Mathematics
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50 most relevant papers in past 60 days:
Year Citation  Score
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 Li Y, Rahman T, Ma T, Tang L, Tseng GC. A sparse negative binomial mixture model for clustering RNA-seq count data. Biostatistics (Oxford, England). PMID 34363675 DOI: 10.1093/biostatistics/kxab025   
2021 Zhao X, Plata G, Dixit PD. SiGMoiD: A super-statistical generative model for binary data. Plos Computational Biology. 17: e1009275. PMID 34358223 DOI: 10.1371/journal.pcbi.1009275   
2021 Wang F, Wang X. A novel feature selection algorithm based on damping oscillation theory. Plos One. 16: e0255307. PMID 34358234 DOI: 10.1371/journal.pone.0255307   
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 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 Li Z, Nie F, Wu D, Hu Z, Li X. Unsupervised Feature Selection With Weighted and Projected Adaptive Neighbors. Ieee Transactions On Cybernetics. PMID 34343100 DOI: 10.1109/TCYB.2021.3087632   
2021 Gu B, Xiong Z, Li X, Zhai Z, Zheng G. Kernel Path for ν-Support Vector Classification. Ieee Transactions On Neural Networks and Learning Systems. PMID 34310326 DOI: 10.1109/TNNLS.2021.3097248   
2021 Gu B, Xiong Z, Li X, Zhai Z, Zheng G. Kernel Path for ν-Support Vector Classification. Ieee Transactions On Neural Networks and Learning Systems. PMID 34310326 DOI: 10.1109/TNNLS.2021.3097248   
2021 Ushijima TT, Yeh WWG, Wong WK. Constructing robust and efficient experimental designs in groundwater modeling using a Galerkin method, proper orthogonal decomposition, and metaheuristic algorithms. Plos One. 16: e0254620. PMID 34351931 DOI: 10.1371/journal.pone.0254620   
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 Loewenthal G, Rapoport D, Avram O, Moshe A, Wygoda E, Itzkovitch A, Israeli O, Azouri D, Cartwright RA, Mayrose I, Pupko T. A probabilistic model for indel evolution: differentiating insertions from deletions. Molecular Biology and Evolution. PMID 34469521 DOI: 10.1093/molbev/msab266   
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 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 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 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 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 Xie W, Wu WZ, Liu C, Goh M. Generalized fractional grey system models: The memory effects perspective. Isa Transactions. PMID 34366121 DOI: 10.1016/j.isatra.2021.07.037   
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 Das A, Geisler WS. A method to integrate and classify normal distributions. Journal of Vision. 21: 1. PMID 34468706 DOI: 10.1167/jov.21.10.1   
2021 Lan H, Liu Z, Hsiao JH, Yu D, Chan AB. Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM. Ieee Transactions On Neural Networks and Learning Systems. PMID 34464269 DOI: 10.1109/TNNLS.2021.3105570   
2021 Tyagi A, Roy S, Singh S, Semwal M, Shasany AK, Sharma A, Provazník I. PhytoAFP: In Silico Approaches for Designing Plant-Derived Antifungal Peptides. Antibiotics (Basel, Switzerland). 10. PMID 34356736 DOI: 10.3390/antibiotics10070815   
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 Haider A, Zhang C, Kreyssig FL, Woodland PC. A distributed optimisation framework combining natural gradient with Hessian-free for discriminative sequence training. Neural Networks : the Official Journal of the International Neural Network Society. 143: 537-549. PMID 34293509 DOI: 10.1016/j.neunet.2021.05.011   
2021 Liu L, Liu J, Hsieh CJ, Tao D. Stochastically Controlled Compositional Gradient for Composition Problems. Ieee Transactions On Neural Networks and Learning Systems. PMID 34383655 DOI: 10.1109/TNNLS.2021.3098222   
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 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 Sun W, Tan Y. Model guided extremum seeking control of electromagnetic micromirrors. Scientific Reports. 11: 17613. PMID 34475513 DOI: 10.1038/s41598-021-97098-6   
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 Ammer T, Schützenmeister A, Prokosch HU, Rauh M, Rank CM, Zierk J. refineR: A Novel Algorithm for Reference Interval Estimation from Real-World Data. Scientific Reports. 11: 16023. PMID 34362961 DOI: 10.1038/s41598-021-95301-2   
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 Ma S, Liu Q, Zhang Y. A prediction method of fire frequency: Based on the optimization of SARIMA model. Plos One. 16: e0255857. PMID 34370785 DOI: 10.1371/journal.pone.0255857   
2021 Gorriz JM, Suckling J, Ramirez J, Jimenez-Mesa C, Segovia F. A connection between pattern classification by machine learning and statistical inference with the General Linear Model. Ieee Journal of Biomedical and Health Informatics. PMID 34347610 DOI: 10.1109/JBHI.2021.3101662   
2021 He R, Lv H, Zhang S, Zhang D, Zhang H. Lane Following Method Based on Improved DDPG Algorithm. Sensors (Basel, Switzerland). 21. PMID 34300567 DOI: 10.3390/s21144827   
2021 He R, Lv H, Zhang S, Zhang D, Zhang H. Lane Following Method Based on Improved DDPG Algorithm. Sensors (Basel, Switzerland). 21. PMID 34300567 DOI: 10.3390/s21144827   
2021 Christiansen R, Pfister N, Jakobsen ME, Gnecco N, Peters J. A causal framework for distribution generalization. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34232865 DOI: 10.1109/TPAMI.2021.3094760   
2021 Sun X, Zhong W, Ma P. An asymptotic and empirical smoothing parameters selection method for smoothing spline ANOVA models in large samples. Biometrika. 108: 149-166. PMID 34294943 DOI: 10.1093/biomet/asaa047   
2021 Gwalani H, Tiwari C, Mikler AR. Evaluation of Heuristics for the P-Median Problem: Scale and Spatial Demand Distribution. Computers, Environment and Urban Systems. 88. PMID 34366527 DOI: 10.1016/j.compenvurbsys.2021.101656   
2021 Heasley C, Sanchez JJ, Tustin J, Young I. Systematic review of predictive models of microbial water quality at freshwater recreational beaches. Plos One. 16: e0256785. PMID 34437625 DOI: 10.1371/journal.pone.0256785   
2021 Fan J, Wang K, Zhong Y, Zhu Z. Robust high dimensional factor models with applications to statistical machine learning. Statistical Science : a Review Journal of the Institute of Mathematical Statistics. 36: 303-327. PMID 34321713 DOI: 10.1214/20-sts785   
2021 Fan J, Wang K, Zhong Y, Zhu Z. Robust high dimensional factor models with applications to statistical machine learning. Statistical Science : a Review Journal of the Institute of Mathematical Statistics. 36: 303-327. PMID 34321713 DOI: 10.1214/20-sts785   
2021 Bourel M, Segura AM, Crisci C, López G, Sampognaro L, Vidal V, Kruk C, Piccini C, Perera G. Machine learning methods for imbalanced data set for prediction of faecal contamination in beach waters. Water Research. 202: 117450. PMID 34352535 DOI: 10.1016/j.watres.2021.117450   
2021 Bussy S, Alaya MZ, Jannot AS, Guilloux A. Binacox: automatic cut-point detection in high-dimensional Cox model with applications in genetics. Biometrics. PMID 34407216 DOI: 10.1111/biom.13547   
2021 Menon G. The second law: information theory and self-assembly. Biophysical Journal. PMID 34214530 DOI: 10.1016/j.bpj.2021.06.028   
2021 Zeng Y, Hao Z, Cai R, Xie F, Huang L, Shimizu S. Nonlinear Causal Discovery for High-Dimensional Deterministic Data. Ieee Transactions On Neural Networks and Learning Systems. PMID 34478382 DOI: 10.1109/TNNLS.2021.3106111   
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 Chodrow PS, Veldt N, Benson AR. Generative hypergraph clustering: From blockmodels to modularity. Science Advances. 7. PMID 34233880 DOI: 10.1126/sciadv.abh1303   
2021 Chodrow PS, Veldt N, Benson AR. Generative hypergraph clustering: From blockmodels to modularity. Science Advances. 7. PMID 34233880 DOI: 10.1126/sciadv.abh1303