Jasmina Bogojeska  Jasmina Bogojeska photo         

contact information

Research Staff Member Machine Learning
Zurich Research Laboratory, Zurich, Switzerland
  +41dash44dash724dash85dash73

links



2021

IBM Predictive Analytics Reduces Server Downtime
Jasmina Bogojeska, Ioana Giurgiu, George Stark, Dorothea Wiesmann
Interfaces 51(1), 63-75, INFORMS, 2021
Abstract   predictive analytics, ibm, downtime, gradient boosting, reduction, information technology, operating system, computer science, random forest


2020

Heritability of the HIV-1 reservoir size and decay under long-term suppressive ART
Chenjie Wan, Nadine Bachmann, Venelin Mitov, Francois Blanquart, Susana Posada Cespedes, Teja Turk, Kathrin Neumann, Niko Beerenwinkel, Jasmina Bogojeska, Jacques Fellay, Volker Roth, Jurg Boni, Matthieu Perreau, Thomas Klimkait, Sabine Yerly, Manuel Battegay, Laura Walti, Alexandra Calmy, Pietro Vernazza, Enos Bernasconi, Matthias Cavassini, Karin J Metzner, Huldrych F Gunthard, Roger D Kouyos
Nature Communications 11(1), 5542-5542, Springer Science and Business Media LLC, 2020
Abstract   heritability, genome, biology, cohort, evolutionary biology, term, human immunodeficiency virus

Host Genomics of the HIV-1 Reservoir Size and Its Decay Rate During Suppressive Antiretroviral Treatment
Christian W Thorball, Alessandro Borghesi, Nadine Bachmann, Chantal Von Siebenthal, Valentina Vongrad, Teja Turk, Kathrin Neumann, Niko Beerenwinkel, Niko Beerenwinkel, Jasmina Bogojeska, Volker Roth, Yik Lim Kok, Sonali Parbhoo, Sonali Parbhoo, Mario Wieser, Jurg Boni, Matthieu Perreau, Thomas Klimkait, Sabine Yerly, Manuel Battegay, Andri Rauch, Patrick Schmid, Enos Bernasconi, Matthias Cavassini, Roger D Kouyos, Huldrych F Gunthard, Karin J Metzner, Jacques Fellay, Jacques Fellay
Journal of Acquired Immune Deficiency Syndromes 85(4), 517-524, LIPPINCOTT WILLIAMS & WILKINS, 2020
Abstract   genome wide association study, exome sequencing, genotyping, cohort study, copy number variation, human genetics, genomics, human genetic variation, oncology, biology, internal medicine


2019

Determinants of HIV-1 reservoir size and long-term dynamics during suppressive ART
Nadine Bachmann, Chantal von Siebenthal, Valentina Vongrad, Teja Turk, Kathrin Neumann, Niko Beerenwinkel, Niko Beerenwinkel, Jasmina Bogojeska, Jaques Fellay, Jaques Fellay, Volker Roth, Yik Lim Kok, Christian W. Thorball, Alessandro Borghesi, Sonali Parbhoo, Mario Wieser, Jurg Boni, Matthieu Perreau, Thomas Klimkait, Sabine Yerly, Manuel Battegay, Andri Rauch, Matthias Hoffmann, Enos Bernasconi, Matthias Cavassini, Roger D. Kouyos, Huldrych F. Gunthard, Karin J. Metzner
Nature Communications 10(1), Nature Publishing Group, 2019
Abstract   viral load, viremia, alpha interferon, immunology, biology, antiretroviral therapy, human immunodeficiency virus, plasma viral load, population level


2018

Transfer learning for server behavior classification in small IT environments
Bogojeska, Jasmina and Wiesmann, Dorothea
NOMS 2018-2018 IEEE/IFIP Network Operations and Management Symposium


2017

On the adoption and impact of predictive analytics for server incident reduction
Ioana Giurgiu, Dorothea Wiesmann, Jasmina Bogojeska, David Lanyi, George Stark, Rodney Wallace, Marcelo Pereira, Alexander Hidalgo
IBM Journal of Research and Development 61(1), 2017

Combining Kernel and Model Based Learning for HIV Therapy Selection
Parbhoo, Sonali and Bogojeska, Jasmina and Zazzi, Maurizio and Roth, Volker and Doshi-Velez, Finale
AMIA Summits on Translational Science Proceedings2017, 239, American Medical Informatics Association


2016

Predicting Disk Replacement towards Reliable Data Centers
Mirela Botezatu, Ioana Giurgiu, Jasmina Bogojeska, Dorothea Wiesmann
ACM SIGKDD Conference on Knowledge Discovery and Data Mining - KDD 2016:39-48


2015

Multi-View Incident Ticket Clustering for Optimal Ticket Dispatching
Mirela Botezatu, Jasmina Bogojeska, Ioana Giurgiu, Hagen Volzer, Dorothea Wiesmann
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2015


2014

Hierarchical Incident Ticket Classification with Minimal Supervision
Andrii Maksai, Jasmina Bogojeska, Dorothea Wiesmann
Proceedings of the International Conference on Data Mining (ICDM), 2014

Impact of HW and OS type and currency on server availability derived from problem ticket analysis
Jasmina Bogojeska, Ioana Giurgiu, David Lanyi, George Stark, Dorothea Wiesmann
IEEE Network Operations and Management Symposium (NOMS), pp. 1-9, 2014

Analysis of Labor Efforts and Their Impact Factors to Solve Server Incidents in Datacenters
Ioana Giurgiu, Jasmina Bogojeska, Sergii Nikolaiev, George Stark, Dorothea Wiesmann
CCGrid, pp. 424--433, 2014

Solving Linear SVMs with Multiple 1D Projections
Johannes Schneider, Jasmina Bogojeska, Michail Vlachos
Proceedings of the 23rd ACM International Conference on Information and Knowledge Management, pp. 221-230, 2014


2013

Classifying server behavior and predicting impact of modernization actions.
Jasmina Bogojeska, David Lanyi, Ioana Giurgiu, George Stark, Dorothea Wiesmann
CNSM, pp. 59--66, 2013

Classifying Server Behavior and Predicting Impact of Modernization Actions
Jasmina Bogojeska, David Lanyi, Ioana Giurgiu, George Stark, Dorothea Wiesmann
IFIP/IEEE 9th International Conference on Network and Service Management (CNSM), 2013


2012

History-Alignment Models for Bias-Aware Prediction of Virological Response to HIV Combination Therapy
Jasmina Bogojeska, Daniel St\"ockel, Maurizio Zazzi, Kaiser Rolf, Incardona Francesca, Rosen-Zvi Michal, Thomas Lengauer
Proceedings of the 15th International Conference on Artificial Intelligence and Statistics (AISTATS), pp. 118--126, 2012


Hierarchical Bayes model for predicting effectiveness of HIV combination therapies
Jasmina Bogojeska, Thomas Lengauer
Statistical applications in genetics and molecular biology 11(3), 2012


2011


Learning from past treatments and their outcome improves prediction of in vivo response to anti-HIV therapy
Hiroto Saigo, Andre Altmann, Jasmina Bogojeska, Fabian M\"uller, Sebastian Nowozin, Thomas Lengauer
Statistical applications in genetics and molecular biology 10(1), 1--32, 2011


2010

Dealing with sparse data in predicting outcomes of HIV combination therapies
Jasmina Bogojeska, Steffen Bickel, Andr\'e Altmann, Thomas Lengauer
Bioinformatics 26(17), 2085--2092, Oxford Univ Press, 2010


2009

Estimating evolutionary pathways to CXCR4 usage from cross-sectional data
Alexander Thielen, A Altmann, J Bogojeska, R Kaiser, T Lengauer
Antivir Ther 14(Suppl 1), A16, 2009


2008

Stability Analysis of Mixtures of Mutagenetic Trees
Jasmina Bogojeska, Thomas Lengauer, J\"org Rahnenf\"uhrer
BMC Bioinformatics, 2008

Multi-Task Learning for HIV Therapy Screening
Steffen Bickel, Jasmina Bogojeska, Thomas Lengauer, Tobias Scheffer
Proceedings of the International Conference on Machine Learning (ICML) , 2008

Rtreemix: an R package for estimating evolutionary pathways and genetic progression scores
Jasmina Bogojeska, Adrian Alexa, Andr\'e Altmann, Thomas Lengauer, J\"org Rahnenf\"uhrer
Bioinformatics 24(20), 2391--2392, Oxford Univ Press, 2008