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K. Bleakley · SciRah

Researcher profile · Semantic Scholar

K. Bleakley

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K. Bleakley — researcher profile on SciRah

h-index: 18
Works: 44
Citations: 2,865

Most-cited papers

Supervised prediction of drug–target interactions using bipartite local models
K. Bleakley, Yoshihiro Yamanishi
2009Bioinform.615 citations Open access
Semantic Scholar
Supervised reconstruction of biological networks with local models
K. Bleakley, G. Biau, Jean-Philippe Vert
2007ISMB/ECCB571 citations Open access
Semantic Scholar
Control-FREEC: a tool for assessing copy number and allelic content using next-generation sequencing data
V. Boeva, T. G. Popova, K. Bleakley, Pierre Chiche +5 more
2011Bioinform.365 citations Open access
Semantic Scholar
Bioinformatics Applications Note Genome Analysis Control-free Calling of Copy Number Alterations in Deep-sequencing Data Using Gc-content Normalization
V. Boeva, A. Zinovyev, K. Bleakley, Jean-Philippe Vert +3 more
281 citations
Semantic Scholar
The group fused Lasso for multiple change-point detection
K. Bleakley, Jean-Philippe Vert
2011188 citations
Semantic Scholar
DNA barcode analysis: a comparison of phylogenetic and statistical classification methods
F. Austerlitz, Olivier David, B. Schaeffer, K. Bleakley +4 more
2009BMC Bioinformatics155 citations Open access
Semantic Scholar
Fast detection of multiple change-points shared by many signals using group LARS
Jean-Philippe Vert, K. Bleakley
2010Neural Information Processing Systems112 citations
Semantic Scholar
Probabilistic density maps to study global endomembrane organization
K. Schauer, T. Duong, K. Bleakley, S. Bardin +2 more
2010Nature Methods106 citations
Semantic Scholar
Increased adaptive immune responses and proper feedback regulation protect against clinical dengue
E. Simon-Lorière, V. Duong, A. Tawfik, S. Ung +10 more
2017Science Translational Medicine82 citations Open access
Semantic Scholar
Search for a Gene Expression Signature of Breast Cancer Local Recurrence in Young Women
N. Servant, M. Bollet, H. Halfwerk, K. Bleakley +11 more
2012Clinical Cancer Research74 citations Open access
Semantic Scholar
Statistical inference on graphs
G. Biau, K. Bleakley
200643 citations
Semantic Scholar
Childhood encephalitis in the Greater Mekong region (the SouthEast Asia Encephalitis Project): a multicentre prospective study
Jean-David Pommier, C. Gorman, Y. Crabol, K. Bleakley +39 more
2022Lancet Global Health37 citations Open access
Semantic Scholar
Nonparametric sequential prediction of time series
G. Biau, K. Bleakley, L. Györfi, György Ottucsák
200834 citations Open access
Semantic Scholar
A Blood RNA Signature Detecting Severe Disease in Young Dengue Patients at Hospital Arrival
I. Nikolayeva, Pierre Bost, I. Casadémont, V. Duong +11 more
2018Journal of Infectious Diseases31 citations Open access
Semantic Scholar
Comparison of dengue case classification schemes and evaluation of biological changes in different dengue clinical patterns in a longitudinal follow-up of hospitalized children in Cambodia
P. Dussart, V. Duong, K. Bleakley, C. Fortas +9 more
2020PLoS Neglected Tropical Diseases25 citations Open access
Semantic Scholar
Corticosteroid receptors adopt distinct cyclical transcriptional signatures
F. Le Billan, L. Amazit, K. Bleakley, Qiong-Yao Xue +6 more
2018The FASEB Journal25 citations Open access
Semantic Scholar
Joint modelling of longitudinal and repeated time-to-event data using nonlinear mixed-effects models and the stochastic approximation expectation–maximization algorithm
Cyprien Mbogning, K. Bleakley, M. Lavielle
201521 citations
Semantic Scholar
A crowdsourced analysis to identify ab initio molecular signatures predictive of susceptibility to viral infection
S. Fourati, A. Talla, Mehrad Mahmoudian, Joshua G. Burkhart +80 more
2018Nature Communications18 citations Open access
Semantic Scholar
Automatic data binning for improved visual diagnosis of pharmacometric models
M. Lavielle, K. Bleakley
2011Journal of Pharmacokinetics and Pharmacodynamics17 citations Open access
Semantic Scholar
Long signal change-point detection
G. Biau, K. Bleakley, David Mason
201515 citations Open access
Semantic Scholar
IMGT Standardization for Statistical Analyses of T Cell Receptor Junctions: The TRAV-TRAJ Example
K. Bleakley, V. Giudicelli, Yan Wu, M. Lefranc +1 more
2006Silico Biol.11 citations Open access
Semantic Scholar
Recovering probabilities for nucleotide trimming processes for T cell receptor TRA and TRG V-J junctions analyzed with IMGT tools
K. Bleakley, M. Lefranc, G. Biau
2008BMC Bioinformatics7 citations Open access
Semantic Scholar
Between-Subject and Within-Subject Model Mixtures for Classifying HIV Treatment Response
Cyprien Mbogning, K. Bleakley, M. Lavielle
20125 citations
Semantic Scholar
Joint segmentation of many aCGH profiles using fast group LARS
K. Bleakley, Jean-Philippe Vert
20095 citations
Semantic Scholar
A Tale of a Two Waves Epidemic: Characteristics and Mortality Risk Factors for COVID-19 ICU Patients in the French West Indies
J. Pommier, F. Martino, K. Bleakley, L. Flurin +4 more
20213 citations Open access
Semantic Scholar
Post Hoc Inference for Component Attribution in Multivariate Change-Point Detection
Dhia-Elhaq Ouerfelli, Sylvain Arlot, K. Bleakley, Patrick Pamphile
20262 citations
Semantic Scholar
Quantifying Spatiotemporal Parameters of Cellular Exocytosis in Micropatterned Cells.
Hugo Lachuer, Pallavi Mathur, K. Bleakley, K. Schauer
2020Journal of Visualized Experiments2 citations
Semantic Scholar
The Statistical Performance of Collaborative Inference
G. Biau, K. Bleakley, B. Cadre
2015Journal of machine learning research2 citations
Semantic Scholar
DNA barcode analysis: a comparison of phylogenetic
Olivier David, K. Bleakley, M. Olteanu, R. Leblois +2 more
20122 citations
Semantic Scholar
Effective strategies for segmenting data into coherent subsets
K. Bleakley, M. Lavielle
20111 citations
Semantic Scholar
Quelques contributions à l'analyse statistique et à la classification des graphes et des courbes : applications à l'immunobiologie et à la reconstruction des réseaux biologiques
K. Bleakley
20071 citations
Semantic Scholar
Supervised score aggregation for active anomaly detection
K. Bleakley, Martin Royer, Benjamin Auder
2026Trans. Mach. Learn. Res.0 citations
Semantic Scholar
Extreme classification: beating chance with one training example from each class
K. Bleakley, Aaditya Ramdas
20260 citations
Semantic Scholar
Extreme change-point detection
K. Bleakley
20240 citations
Semantic Scholar
Simple enough biomarkers predict a complex disease phenotype
I. Nikolayeva, K. Bleakley, A. Sakuntabhai, B. Schwikowski
20160 citations Open access
Semantic Scholar
New Results - Statistical analysis of genomic data
G. Celeux, M. Gallopin, Christine Keribin, Yann Vasseur +1 more
20140 citations
Semantic Scholar
Application Domains - Pharmacometrics
M. Lavielle, K. Bleakley, C. Barthélémy, Hector Mesa +2 more
20130 citations
Semantic Scholar
Spatial statistics and modelin
Xavier Guyon Carlo Gaetan, K. Bleakley
20130 citations
Semantic Scholar
Application Domains - Pharmacogenetics
M. Lavielle, K. Bleakley, C. Barthélémy
20130 citations
Semantic Scholar
Getting maximum information from your paired-end reads: A package for accurate detection of copy number alterations
V. Boeva, Bruno Zeitouni, K. Bleakley, A. Zinovyev +4 more
20110 citations
Semantic Scholar
Progress and open challenges in extremely high-dimensional medical outcome prediction
K. Bleakley
20100 citations
Semantic Scholar
FAST DETECTION OF MULTIPLE CHANGE-POINTS SHARED BY MANY SIGNALS
Jean-Philippe Vert, K. Bleakley
20080 citations
Semantic Scholar
New Results - Statistical learning methodology and theory
G. Celeux, Christine Keribin, M. Prenat, K. Kamary +5 more
20080 citations
Semantic Scholar
IMGT/V-QUEST and IMGT/JunctionAnalysis: The standardized approach for IG and TR rearrangement analysis
Xavier Brochet, P. Duroux, F. Ehrenmann, Yan Wu +4 more
20070 citations
Semantic Scholar

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