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Returners and explorers dichotomy in the face of natural hazards.
- Published in:
- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-64087-4
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- Article
A BAYESIAN FRAMEWORK FOR SPARSE ESTIMATION IN HIGH-DIMENSIONAL MIXED FREQUENCY VECTOR AUTOREGRESSIVE MODELS.
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- Statistica Sinica, 2023, v. 33, p. 1629, doi. 10.5705/ss.202021.0206
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- Article
Bayesian Spiked Laplacian Graphs.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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- Article
Low Tree-Rank Bayesian Vector Autoregression Models.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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- Article
Inference on the Change Point under a High Dimensional Covariance Shift.
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- Journal of Machine Learning Research, 2023, v. 24, p. 1
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- Article
Serum lipidomic determinants of human diabetic neuropathy in type 2 diabetes.
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- Annals of Clinical & Translational Neurology, 2022, v. 9, n. 9, p. 1392, doi. 10.1002/acn3.51639
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- Article
Toughening and Healing of CFRPs by Diels–Alder-Based Nano-Modified Resin through Melt Electro-Writing Process Technique.
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- International Journal of Molecular Sciences, 2022, v. 23, n. 7, p. 3663, doi. 10.3390/ijms23073663
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- Article
Unsupervised Multi-Omics Data Integration Methods: A Comprehensive Review.
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- Frontiers in Genetics, 2022, v. 13, p. 1, doi. 10.3389/fgene.2022.854752
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- Article
Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models.
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- Journal of Machine Learning Research, 2022, v. 23, p. 1
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- Article
Regularized and Smooth Double Core Tensor Factorization for Heterogeneous Data.
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- Journal of Machine Learning Research, 2022, v. 23, p. 1
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- Article
Lipid Alterations in African American Men with Prostate Cancer.
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- Metabolites (2218-1989), 2022, v. 12, n. 1, p. 8, doi. 10.3390/metabo12010008
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- Article
Circulating Free Fatty Acid and Phospholipid Signature Predicts Early Rapid Kidney Function Decline in Patients With Type 1 Diabetes.
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- 2021
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- journal article
Cox-sMBPLS: An Algorithm for Disease Survival Prediction and Multi-Omics Module Discovery Incorporating Cis -Regulatory Quantitative Effects.
- Published in:
- Frontiers in Genetics, 2021, v. 12, p. 1, doi. 10.3389/fgene.2021.701405
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- Article
Renin-angiotensin system inhibition reverses the altered triacylglycerol metabolic network in diabetic kidney disease.
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- Metabolomics, 2021, v. 17, n. 7, p. 1, doi. 10.1007/s11306-021-01816-0
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- Article
191-LB: Impact of Subsistence and Genetics on Lipid Profiles in Ethnically Diverse Africans.
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- Diabetes, 2021, v. 70, p. N.PAG, doi. 10.2337/db21-191-LB
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- Article
County-level longitudinal clustering of COVID-19 mortality to incidence ratio in the United States.
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- Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-82384-0
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- Article
Application of Differential Network Enrichment Analysis for Deciphering Metabolic Alterations.
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- Metabolites (2218-1989), 2020, v. 10, n. 12, p. 479, doi. 10.3390/metabo10120479
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- Article
Gut microbiota dysbiosis and altered tryptophan catabolism contribute to autoimmunity in lupus-susceptible mice.
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- Science Translational Medicine, 2020, v. 12, n. 551, p. 1, doi. 10.1126/scitranslmed.aax2220
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- Article
Change Point Estimation in a Dynamic Stochastic Block Model.
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- Journal of Machine Learning Research, 2020, n. 78-118, p. 1
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- Article
Regularized Estimation of High-dimensional Factor-Augmented Vector Autoregressive (FAVAR) Models.
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- Journal of Machine Learning Research, 2020, n. 78-118, p. 1
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- Article
Sequential change-point detection in high-dimensional Gaussian graphical models.
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- Journal of Machine Learning Research, 2020, n. 78-118, p. 1
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- Article
Deep annotation of untargeted LC-MS metabolomics data with Binner.
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- Bioinformatics, 2020, v. 36, n. 6, p. 1801, doi. 10.1093/bioinformatics/btz798
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- Article
Elevated lipoxygenase and cytochrome P450 products predict progression of chronic kidney disease.
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- Nephrology Dialysis Transplantation, 2020, v. 35, n. 2, p. 303, doi. 10.1093/ndt/gfy232
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- Article
A comparative study of topology-based pathway enrichment analysis methods.
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- BMC Bioinformatics, 2019, v. 20, n. 1, p. N.PAG, doi. 10.1186/s12859-019-3146-1
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- Article
Impaired Amino Acid and TCA Metabolism and Cardiovascular Autonomic Neuropathy Progression in Type 1 Diabetes.
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- 2019
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- Publication type:
- journal article
Differential network enrichment analysis reveals novel lipid pathways in chronic kidney disease.
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- Bioinformatics, 2019, v. 35, n. 18, p. 3441, doi. 10.1093/bioinformatics/btz114
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- Article
ERR1 and PGC1α associated mitochondrial alterations correlate with pan-cancer disparity in African Americans.
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- 2019
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- journal article
Preface: Computational biomedicine.
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- Annals of Operations Research, 2019, v. 276, n. 1/2, p. 1, doi. 10.1007/s10479-018-3116-4
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- Article
On the formation of Dodd-Frank Act derivatives regulations.
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- PLoS ONE, 2019, v. 14, n. 3, p. 1, doi. 10.1371/journal.pone.0213730
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- Article
Quantifying heterogeneity of expression data based on principal components.
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- Bioinformatics, 2019, v. 35, n. 4, p. 553, doi. 10.1093/bioinformatics/bty671
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- Article
Therapeutic Lifestyle Changes Improve HDL Function by Inhibiting Myeloperoxidase-Mediated Oxidation in Patients With Metabolic Syndrome.
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- 2018
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- Publication type:
- journal article
Core community structure recovery and phase transition detection in temporally evolving networks.
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- Scientific Reports, 2018, v. 8, n. 1, p. 1, doi. 10.1038/s41598-018-29964-9
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- Article
Estimation of Graphical Models through Structured Norm Minimization.
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- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
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- Article
Variable selection in omics data: A practical evaluation of small sample sizes.
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- PLoS ONE, 2018, v. 13, n. 6, p. 1, doi. 10.1371/journal.pone.0197910
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- Article
Influence of the neural microenvironment on prostate cancer.
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- Prostate, 2018, v. 78, n. 2, p. 128, doi. 10.1002/pros.23454
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- Article
Regularized Estimation and Testing for High-Dimensional Multi-Block Vector-Autoregressive Models.
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- Journal of Machine Learning Research, 2017, v. 18, n. 99-123, p. 1
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- Article
Change point estimation in high dimensional Markov random-field models.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2017, v. 79, n. 4, p. 1187, doi. 10.1111/rssb.12205
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- Article
Sparse network modeling and metscape-based visualization methods for the analysis of large-scale metabolomics data.
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- Bioinformatics, 2017, v. 33, n. 10, p. 1545, doi. 10.1093/bioinformatics/btx012
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- Article
Network-based pathway enrichment analysis with incomplete network information.
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- Bioinformatics, 2016, v. 32, n. 20, p. 3165, doi. 10.1093/bioinformatics/btw410
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- Article
A non-negative matrix factorization method for detecting modules in heterogeneous omics multi-modal data.
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- Bioinformatics, 2016, v. 32, n. 1, p. 1, doi. 10.1093/bioinformatics/btv544
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- Article
Operator-valued kernel-based vector autoregressive models for network inference.
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- Machine Learning, 2015, v. 99, n. 3, p. 489, doi. 10.1007/s10994-014-5479-3
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- Article
CAPER Is Vital for Energy and Redox Homeostasis by Integrating Glucose-Induced Mitochondrial Functions via ERR-α-Gabpa and Stress-Induced Adaptive Responses via NF-κB-cMYC.
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- PLoS Genetics, 2015, v. 11, n. 4, p. 1, doi. 10.1371/journal.pgen.1005116
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- Article
Metabolomics and Diabetes: Analytical and Computational Approaches.
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- Diabetes, 2015, v. 64, n. 3, p. 718, doi. 10.2337/db14-0509
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- Article
Network Granger Causality with Inherent Grouping Structure.
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- Journal of Machine Learning Research, 2015, v. 16, p. 417
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- Article
Critical limitations of consensus clustering in class discovery.
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- Scientific Reports, 2014, p. 1, doi. 10.1038/srep06207
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- Article
Discussion.
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- International Statistical Review, 2014, v. 82, n. 1, p. 71, doi. 10.1111/insr.12033
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- Article
Network Reconstruction Using Nonparametric Additive ODE Models.
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- PLoS ONE, 2014, v. 9, n. 4, p. 1, doi. 10.1371/journal.pone.0094003
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- Article
Estimation and monitoring of traffic intensities with application to control of stochastic systems.
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- Applied Stochastic Models in Business & Industry, 2014, v. 30, n. 2, p. 200, doi. 10.1002/asmb.1961
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- Article
Inferring Regulatory Networks by Combining Perturbation Screens and Steady State Gene Expression Profiles.
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- PLoS ONE, 2014, v. 9, n. 2, p. 1, doi. 10.1371/journal.pone.0082393
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- Article
OKVAR-Boost: a novel boosting algorithm to infer nonlinear dynamics and interactions in gene regulatory networks.
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- Bioinformatics, 2013, v. 29, n. 11, p. 1416, doi. 10.1093/bioinformatics/btt167
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- Article