Jukka Corander
Visitor
Visitor
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
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Julkaisut
Stochastic cluster embedding
Zhirong Yang, Yuwei Chen, Denis Sedov, Samuel Kaski, Jukka Corander
2023
STATISTICS AND COMPUTING
Identification of multiplicatively acting modulatory mutational signatures in cancer
Dovydas Kičiatovas, Qingli Guo, Miika Kailas, Henri Pesonen, Jukka Corander, Samuel Kaski, Esa Pitkänen, Ville Mustonen
2022
BMC Bioinformatics
Mandrake: visualizing microbial population structure by embedding millions of genomes into a low-dimensional representation
John A. Lees, Gerry Tonkin-Hill, Zhirong Yang, Jukka Corander
2022
Philosophical transactions of the Royal Society of London. Series B, Biological sciences
ABC of the future
Henri Pesonen, Umberto Simola, Alvaro Köhn-Luque, Henri Vuollekoski, Xiaoran Lai, Arnoldo Frigessi, Samuel Kaski, David T. Frazier, Worapree Maneesoonthorn, Gael M. Martin, Jukka Corander
2022
INTERNATIONAL STATISTICAL REVIEW
Accounting for stellar activity signals in radial-velocity data by using change point detection techniques star
U. Simola, A. Bonfanti, X. Dumusque, J. Cisewski-Kehe, S. Kaski, J. Corander
2022
Astronomy & Astrophysics
Likelihood-free inference by ratio estimation
Owen M. Thomas, Ritabrata Dutta, Jukka Corander, Samuel Kaski, Michael Gutmann
2022
Bayesian Analysis
High-dimensional structure learning of sparse vector autoregressive models using fractional marginal pseudo-likelihood
Kimmo Suotsalo, Yingying Xu, Jukka Corander, Johan Pensar
2021
STATISTICS AND COMPUTING
Plasmids shaped the recent emergence of the major nosocomial pathogen Enterococcus faecium
Sergio Arredondo-Alonso, Janetta Top, Alan McNally, Santeri Puranen, Maiju Pesonen, Johan Pensar, Pekka Marttinen, Johanna Braat, Malbert Rogers, Willem van Schaik, Samuel Kaski, Rob J L Willems, Jukka Corander, Anita Schürch
2020
MBIO
High-dimensional structure learning of binary pairwise Markov networks
Johan Pensar, Yingying Xu, Santeri Puranen, Maiju Pesonen, Yoshiyuki Kabashima, Jukka Corander
2020
Computational Statistics and Data Analysis
Genomic rearrangements uncovered by genome-wide co-evolution analysis of a major nosocomial pathogen, Enterococcus faecium
Janetta Top, Sergio Arredondo-Alonso, Anita C. Schürch, Santeri Puranen, Maiju Pesonen, Johan Pensar, Rob J.L. Willems, Jukka Corander
2020
Microbial Genomics