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An integrative machine learning approach to discovering multi-level molecular mechanisms of obesity using data from monozygotic twin pairs
An integrative machine learning approach to discovering multi-level molecular mechanisms of obesity using data from monozygotic twin pairs
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An integrative machine learning approach to discovering multi-level molecular mechanisms of obesity using data from monozygotic twin pairs

Kibble, Milla ; Khan, Suleiman A. ; Ammad-ud-din, Muhammad ; Bollepalli, Sailalitha ; Palviainen, Teemu ; Kaprio, Jaakko ; Pietiläinen, Kirsi H. ; Ollikainen, Miina

Royal Society open science, 2020-10, Vol.7 (10), p.200872-200872 [Periódico revisado por pares]

The Royal Society

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Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System
Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System
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Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System

Muhammad Ammad-ud-din ; Ivannikova, Elena ; Khan, Suleiman A ; Were Oyomno ; Fu, Qiang ; Tan, Kuan Eeik ; Flanagan, Adrian

arXiv.org, 2019-01

Ithaca: Cornell University Library, arXiv.org

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Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets
Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets
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Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets

Micallef, Luana ; Sundin, Iiris ; Marttinen, Pekka ; Muhammad Ammad-ud-din ; Peltola, Tomi ; Soare, Marta ; Jacucci, Giulio ; Kaski, Samuel

arXiv.org, 2017-01

Ithaca: Cornell University Library, arXiv.org

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Drug response prediction by inferring pathway-response associations with Kernelized Bayesian Matrix Factorization
Drug response prediction by inferring pathway-response associations with Kernelized Bayesian Matrix Factorization
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Drug response prediction by inferring pathway-response associations with Kernelized Bayesian Matrix Factorization

Muhammad Ammad-ud-din ; Khan, Suleiman A ; Malani, Disha ; Murumägi, Astrid ; Kallioniemi, Olli ; Aittokallio, Tero ; Kaski, Samuel

arXiv.org, 2016-06

Ithaca: Cornell University Library, arXiv.org

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