Gautam Dasarathy, Ph.D. - Related publications

2014 Electrical Engineering University of Wisconsin, Madison, Madison, WI 
Electronics and Electrical Engineering, Computer Engineering
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Helgeson ES, Vock DM, Bair E. Nonparametric cluster significance testing with reference to a unimodal null distribution. Biometrics. PMID 32969032 DOI: 10.1111/biom.13376   
2020 Yu B, Wang Z, Liu S, Liu X, Gou R. The data dimensionality reduction and bad data detection in the process of smart grid reconstruction through machine learning. Plos One. 15: e0237994. PMID 33027298 DOI: 10.1371/journal.pone.0237994   
2020 Mai U, Mirarab S. Log Transformation Improves Dating of Phylogenies. Molecular Biology and Evolution. PMID 32886788 DOI: 10.1093/molbev/msaa222   
2020 Tang L, Zhou L, Song PX. Distributed Simultaneous Inference in Generalized Linear Models via Confidence Distribution. Journal of Multivariate Analysis. 176. PMID 32863459 DOI: 10.1016/j.jmva.2019.104567   
2020 Yang H, Jiang P, Wang F. Multi-View-Based Pose Estimation and Its Applications on Intelligent Manufacturing. Sensors (Basel, Switzerland). 20. PMID 32906657 DOI: 10.3390/s20185072   
2020 Adabor ES, Acquaah-Mensah GK. DOKI: Domain knowledge-driven inference method for reverse-engineering transcriptional regulatory relationships among genes in cancer. Computers in Biology and Medicine. 125: 104017. PMID 33010618 DOI: 10.1016/j.compbiomed.2020.104017   
2020 Acharya S, Cui L, Pan Y. A consensus multi-view multi-objective gene selection approach for improved sample classification. Bmc Bioinformatics. 21: 386. PMID 32938388 DOI: 10.1186/s12859-020-03681-5   
2020 Montazeri H, Little S, Mozaffarilegha M, Beerenwinkel N, DeGruttola V. Bayesian reconstruction of transmission trees from genetic sequences and uncertain infection times. Statistical Applications in Genetics and Molecular Biology. PMID 33085643 DOI: 10.1515/sagmb-2019-0026   
2020 Wang B, Chen Y, Liu W, Qin J, Du Y, Han G, He S. Real-time Hierarchical Supervoxel Segmentation via a Minimum Spanning Tree. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33074808 DOI: 10.1109/TIP.2020.3030502   
2020 Xu D, Zhang J, Xu H, Zhang Y, Chen W, Gao R, Dehmer M. Multi-scale supervised clustering-based feature selection for tumor classification and identification of biomarkers and targets on genomic data. Bmc Genomics. 21: 650. PMID 32962626 DOI: 10.1186/s12864-020-07038-3   
2020 Wu Z, Casciola-Rosen L, Rosen A, Zeger SL. A bayesian approach to restricted latent class models for scientifically-structured clustering of multivariate binary outcomes. Biometrics. PMID 33031597 DOI: 10.1111/biom.13388   
2020 Mallick K, Mallik S, Bandyopadhyay S, Chakraborty S. A Novel Graph Topology based GO-Similarity Measure for Signature Detection from Multi-Omics Data and its Application to Other Problems. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 32866101 DOI: 10.1109/TCBB.2020.3020537   
2020 Cong H, Liu H, Chen Y, Cao Y. Self-evoluting framework of deep convolutional neural network for multilocus protein subcellular localization. Medical & Biological Engineering & Computing. PMID 33078303 DOI: 10.1007/s11517-020-02275-w   
2020 Zhu J, Guo R, Li Z, Zhang J, Pang S. Registration of multi-view point sets under the perspective of expectation-maximization. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32956059 DOI: 10.1109/TIP.2020.3024096   
2020 Mikelson J, Khammash M. Likelihood-free nested sampling for parameter inference of biochemical reaction networks. Plos Computational Biology. 16: e1008264. PMID 33035218 DOI: 10.1371/journal.pcbi.1008264   
2020 Zhao Y, Huang Y, Wu H, Zhang M, Liu Z, Ding S. Negentropy-Based Sparsity-Promoting Reconstruction with Fast Iterative Solution from Noisy Measurements. Sensors (Basel, Switzerland). 20. PMID 32962241 DOI: 10.3390/s20185384   
2020 Das J, Barman Mandal S. Identification of Homo sapiens Cancer Classes based on Fusion of Hidden Gene Features. Journal of Biomedical Informatics. 103555. PMID 32916304 DOI: 10.1016/j.jbi.2020.103555   
2020 Han Z, De Oliveira V. MAXIMUM LIKELIHOOD ESTIMATION OF GAUSSIAN COPULA MODELS FOR GEOSTATISTICAL COUNT DATA. Communications in Statistics: Simulation and Computation. 49: 1957-1981. PMID 33012963 DOI: 10.1080/03610918.2018.1508705   
2020 Zhang P, Wang S, Hu J, Cheng Z, Guo X, Zhu E, Cai Z. Adaptive Weighted Graph Fusion Incomplete Multi-View Subspace Clustering. Sensors (Basel, Switzerland). 20. PMID 33050507 DOI: 10.3390/s20205755   
2020 Cao L, Zhang X, Wang T, Du K, Fu C. An Adaptive Ellipse Distance Density Peak Fuzzy Clustering Algorithm Based on the Multi-target Traffic Radar. Sensors (Basel, Switzerland). 20. PMID 32878108 DOI: 10.3390/s20174920   
2020 Navarro-Alarcon D, Qi J, Zhu J, Cherubini A. A Lyapunov-Stable Adaptive Method to Approximate Sensorimotor Models for Sensor-Based Control. Frontiers in Neurorobotics. 14: 59. PMID 33041777 DOI: 10.3389/fnbot.2020.00059   
2020 Tao X, Ren C, Li Q, Guo W, Liu R, He Q, Zou J. Bearing defect diagnosis based on semi-supervised kernel Local Fisher Discriminant Analysis using pseudo labels. Isa Transactions. PMID 33069372 DOI: 10.1016/j.isatra.2020.10.033   
2020 Wang P, Li D, Sun J. A pairwise Pseudo-likelihood approach for left-truncated and interval-censored data under the cox model. Biometrics. PMID 33058180 DOI: 10.1111/biom.13394   
2020 Hassan S, Hemeida AM, Alkhalaf S, Mohamed AA, Senjyu T. Multi-variant differential evolution algorithm for feature selection. Scientific Reports. 10: 17261. PMID 33057120 DOI: 10.1038/s41598-020-74228-0   
2020 Roady R, Hayes TL, Kemker R, Gonzales A, Kanan C. Are open set classification methods effective on large-scale datasets? Plos One. 15: e0238302. PMID 32886692 DOI: 10.1371/journal.pone.0238302   
2020 Cho AE, Wang C, Zhang X, Xu G. Gaussian variational estimation for multidimensional item response theory. The British Journal of Mathematical and Statistical Psychology. PMID 33064318 DOI: 10.1111/bmsp.12219   
2020 Tran XT, Oh H. A modified generic second order algorithm with fixed-time stability. Isa Transactions. PMID 33059902 DOI: 10.1016/j.isatra.2020.10.021   
2020 Chen M, Li X. Concept Factorization With Local Centroids. Ieee Transactions On Neural Networks and Learning Systems. PMID 33048756 DOI: 10.1109/TNNLS.2020.3027068   
2020 Zhuang H, Cui J, Liu T, Wang H. A physical model inspired density peak clustering. Plos One. 15: e0239406. PMID 32970727 DOI: 10.1371/journal.pone.0239406   
2020 Cabeen RP, Toga AW, Laidlaw DH. Tractography Processing with the Sparse Closest Point Transform. Neuroinformatics. PMID 32860124 DOI: 10.1007/s12021-020-09488-2   
2020 Lin YQ, Zhang YS, Tian GL, Ma CX. Fast QLB algorithm and hypothesis tests in logistic model for ophthalmologic bilateral correlated data. Journal of Biopharmaceutical Statistics. 1-17. PMID 33001745 DOI: 10.1080/10543406.2020.1814794   
2020 Aslam S, Alam F, Hasan SF, Rashid M. A Novel Weighted Clustering Algorithm Supported by a Distributed Architecture for D2D Enabled Content-Centric Networks. Sensors (Basel, Switzerland). 20. PMID 32993039 DOI: 10.3390/s20195509   
2020 Yang PL, Xu GQ, Yu Q, Guo JW. An adaptive heuristic clustering algorithm for influence maximization in complex networks. Chaos (Woodbury, N.Y.). 30: 093106. PMID 33003925 DOI: 10.1063/1.5140646   
2020 Zhou Y, He X, Chen Z, Jiang S. A Neighborhood Regression Optimization Algorithm for Computationally Expensive Optimization Problems. Ieee Transactions On Cybernetics. PMID 33027015 DOI: 10.1109/TCYB.2020.3020727   
2020 Nam JH, Kim D, Chung D. Sparse Linear Discriminant Analysis using the Prior-Knowledge-Guided Block Covariance Matrix. Chemometrics and Intelligent Laboratory Systems : An International Journal Sponsored by the Chemometrics Society. 206. PMID 32968333 DOI: 10.1016/j.chemolab.2020.104142   
2020 Wang C, Gao X, Liu J. Impact of data preprocessing on cell-type clustering based on single-cell RNA-seq data. Bmc Bioinformatics. 21: 440. PMID 33028196 DOI: 10.1186/s12859-020-03797-8   
2020 Sariyanidi E, Zampella CJ, Bartley KG, Herrington JD, Satterthwaite TD, Schultz RT, Tunc B. Discovering Synchronized Subsets of Sequences: A Large Scale Solution. Proceedings. Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2020: 9490-9499. PMID 32968342 DOI: 10.1109/cvpr42600.2020.00951   
2020 Weylandt M, Nagorski J, Allen GI. Dynamic Visualization and Fast Computation for Convex Clustering via Algorithmic Regularization. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 29: 87-96. PMID 32982130 DOI: 10.1080/10618600.2019.1629943   
2020 Ma X, Blaschko MB. Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast Implementation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32960762 DOI: 10.1109/TPAMI.2020.3026019   
2020 Wang P, Xu S, Wang Y, Wu B, Fung WK, Gao G, Liang Z, Liu N. Penalized Fieller's confidence interval for the ratio of bivariate normal means. Biometrics. PMID 32865227 DOI: 10.1111/biom.13363   
2020 Yang D, Xu W. Clustering on Human Microbiome Sequencing Data: A Distance-Based Unsupervised Learning Model. Microorganisms. 8. PMID 33092203 DOI: 10.3390/microorganisms8101612   
2020 Yuan A, Wu T, Fang HB, Tan MT. Integrative analysis with a system of semiparametric projection non-linear regression models. The International Journal of Biostatistics. PMID 32936783 DOI: 10.1515/ijb-2019-0124   
2020 Dutta P, Mishra P, Saha S. Incomplete multi-view gene clustering with data regeneration using Shape Boltzmann Machine. Computers in Biology and Medicine. 125: 103965. PMID 32931989 DOI: 10.1016/j.compbiomed.2020.103965   
2020 Xiao P, Cai X, Rajasekaran S. EMS3: An Improved Algorithm for Finding Edit-distance Based Motifs. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 32931433 DOI: 10.1109/TCBB.2020.3024222   
2020 Zhao Y. Statistical inference for missing data mechanisms. Statistics in Medicine. PMID 32815184 DOI: 10.1002/sim.8727   
2020 Ning Z, Gao Y, Wang A. Design and performance analysis of a new optimization algorithm based on Finite Element Analysis. Science Progress. 103: 36850420950852. PMID 32893740 DOI: 10.1177/0036850420950852   
2020 Zhang J, Lu J, Du H, Zhang Z. Gibbs-Slice Sampling Algorithm for Estimating the Four-Parameter Logistic Model. Frontiers in Psychology. 11: 2121. PMID 33041882 DOI: 10.3389/fpsyg.2020.02121   
2020 Allegra M, Facco E, Denti F, Laio A, Mira A. Data segmentation based on the local intrinsic dimension. Scientific Reports. 10: 16449. PMID 33020515 DOI: 10.1038/s41598-020-72222-0   
2020 Sherman TD, Gao T, Fertig EJ. CoGAPS 3: Bayesian non-negative matrix factorization for single-cell analysis with asynchronous updates and sparse data structures. Bmc Bioinformatics. 21: 453. PMID 33054706 DOI: 10.1186/s12859-020-03796-9   
2020 Zhang B, Cai H, Chen J, Hu Y, Huang J, Rong W, Weng W, Huang Q, Wang H, Peng H. Fast and Accurate Clustering of Multiple Modality Data via Feature Matching. Ieee Transactions On Cybernetics. PMID 33095734 DOI: 10.1109/TCYB.2020.3026396