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IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 2018, Volume 40, Issue 7, pp. 1755 - 1769
Journal Article
2013, ISBN 9781439831441
Book
Journal Article
Genome Biology, ISSN 1474-7596, 12/2015, Volume 16, Issue 1, pp. 259 - 259
Journal Article
Pattern Recognition Letters, ISSN 0167-8655, 02/2014, Volume 37, Issue 1, pp. 201 - 209
We consider the problem of learning a binary classifier from a training set of positive and unlabeled examples, both in the inductive and in the transductive... 
PU learning | Bagging | SVM | CLASSIFICATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Algorithms | Life Sciences | Mathematics | Quantitative Methods | Statistics | Artificial Intelligence | Computer Science
Journal Article
Journal Article
Bioinformatics, ISSN 1367-4803, 06/2014, Volume 30, Issue 12, pp. i26 - i33
Journal Article
BMC Bioinformatics, ISSN 1471-2105, 09/2018, Volume 19, Issue 1, p. 313
Background: Normalization is essential to ensure accurate analysis and proper interpretation of sequencing data, and chromosome conformation capture data such... 
Life Sciences | Quantitative Methods | Cancer
Journal Article
Journal of Computational Biology, ISSN 1066-5277, 06/2019, Volume 26, Issue 6, pp. 59 - 518
We propose a new model for fast classification of DNA sequences output by next-generation sequencing machines. The model, which we call fastDNA, embeds DNA... 
Research Articles | embedding | classification | metagenomics | sequencing | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | BIOCHEMICAL RESEARCH METHODS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | STATISTICS & PROBABILITY
Journal Article
Machine Learning, ISSN 0885-6125, 4/2009, Volume 75, Issue 1, pp. 3 - 35
Journal Article
The Annals of Statistics, ISSN 0090-5364, 8/2015, Volume 43, Issue 4, pp. 1716 - 1741
Journal Article
BMC Genomics, ISSN 1471-2164, 10/2015, Volume 16, Issue 873
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 07/2018, Volume 40, Issue 7, pp. 1755 - 1769
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 01/2009, Volume 10, pp. 803 - 826
We present a general approach for collaborative filtering (CF) using spectral regularization to learn linear operators mapping a set of "users" to a set of... 
Kernel methods | Collaborative filtering | Spectral regularization | Matrix completion | kernel methods | collaborative filtering | spectral regularization | matrix completion | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article