Jasmina Bogojeska

According to our database, Jasmina Bogojeska authored at least 26 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification.

Lukas Wertz, Jasmina Bogojeska, Katsiaryna Mirylenka, Jonas Kuhn

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Improving Low-Resource Question Answering using Active Learning in Multiple Stages.

Maximilian Schmidt, Andrea Bartezzaghi, Jasmina Bogojeska, A. Cristiano I. Malossi, Thang Vu

CoRR, 2022

Investigating Active Learning Sampling Strategies for Extreme Multi Label Text Classification.

Lukas Wertz, Katsiaryna Mirylenka, Jonas Kuhn, Jasmina Bogojeska

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification.

Lukas Wertz, Jasmina Bogojeska, Katsiaryna Mirylenka, Jonas Kuhn

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

ContextGen: Targeted Data Generation for Low Resource Domain Specific Text Classification.

Lukas Fromme, Jasmina Bogojeska, Jonas Kuhn

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

IBM Predictive Analytics Reduces Server Downtime.

Jasmina Bogojeska, Ioana Giurgiu, George Stark, Dorothea Wiesmann

INFORMS J. Appl. Anal., 2021

SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning.

Mattia Atzeni, Jasmina Bogojeska, Andreas Loukas

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

ezNL2SQL: A System for Network Devices Management with a Natural Language Interface for Databases.

Jasmina Bogojeska, David Lanyi, Mirela Botezatu, Dorothea Wiesmann

Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

2018

Transfer learning for server behavior classification in small IT environments.

Jasmina Bogojeska, Dorothea Wiesmann

Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

2017

On the adoption and impact of predictive analytics for server incident reduction.

Ioana Giurgiu, Dorothea Wiesmann, Jasmina Bogojeska, David Lanyi, George Stark, Rodney B. Wallace, Marcelo M. Pereira, Alexander A. Hidalgo

IBM J. Res. Dev., 2017

Combining Kernel and Model Based Learning for HIV Therapy Selection.

Sonali Parbhoo, Jasmina Bogojeska, Maurizio Zazzi, Volker Roth, Finale Doshi-Velez

Proceedings of the Summit on Clinical Research Informatics, 2017

2016

Predicting Disk Replacement towards Reliable Data Centers.

Mirela Madalina Botezatu, Ioana Giurgiu, Jasmina Bogojeska, Dorothea Wiesmann

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015

Predictive Analytics for Server Incident Reduction.

Jasmina Bogojeska, Ioana Giurgiu, David Lanyi, Dorothea Wiesmann

ERCIM News, 2015

Multi-View Incident Ticket Clustering for Optimal Ticket Dispatching.

Mirela Madalina Botezatu, Jasmina Bogojeska, Ioana Giurgiu, Hagen Völzer, Dorothea Wiesmann

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

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

Proceedings of the 2014 IEEE Network Operations and Management Symposium, 2014

Hierarchical Incident Ticket Classification with Minimal Supervision.

Andrii Maksai, Jasmina Bogojeska, Dorothea Wiesmann

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Solving Linear SVMs with Multiple 1D Projections.

Johannes Schneider, Jasmina Bogojeska, Michail Vlachos

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 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

Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

2013

Classifying server behavior and predicting impact of modernization actions.

Jasmina Bogojeska, David Lanyi, Ioana Giurgiu, George Stark, Dorothea Wiesmann

Proceedings of the 9th International Conference on Network and Service Management, 2013

2012

Statistical learning methods for bias-aware HIV therapy screening.

Jasmina Bogojeska

PhD thesis, 2012

History-alignment models for bias-aware prediction of virological response to HIV combination therapy.

Jasmina Bogojeska, Daniel Stöckel, Maurizio Zazzi, Rolf Kaiser, Francesca Incardona, Michal Rosen-Zvi, Thomas Lengauer

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

2011

History distribution matching method for predicting effectiveness of HIV combination therapies.

Jasmina Bogojeska

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

2010

Dealing with sparse data in predicting outcomes of HIV combination therapies.

Jasmina Bogojeska, Steffen Bickel, André Altmann, Thomas Lengauer

Bioinform., 2010

2008

Stability analysis of mixtures of mutagenetic trees.

Jasmina Bogojeska, Thomas Lengauer, Jörg Rahnenführer

BMC Bioinform., 2008

Rtreemix: an R package for estimating evolutionary pathways and genetic progression scores.

Jasmina Bogojeska, Adrian Alexa, André Altmann, Thomas Lengauer, Jörg Rahnenführer

Bioinform., 2008

Multi-task learning for HIV therapy screening.

Steffen Bickel, Jasmina Bogojeska, Thomas Lengauer, Tobias Scheffer

Proceedings of the Machine Learning, 2008