Permutation importance: a corrected feature importance measure. - André Altmann; Laura Tolosi; Oliver Sander; Thomas Lengauer (Bioinform., 2010)

Classification with correlated features: unreliability of feature ranking and solutions. - Laura Tolosi; Thomas Lengauer (Bioinform., 2011)

Bulgarian Question Answering for Machine Reading. - Kiril Ivanov Simov; Petya Osenova; Georgi Georgiev; Valentin Zhikov; Laura Tolosi (CLEF (Online Working Notes/Labs/Workshop), 2012)

Cross-Language Answer Validation. - Valentin Zhikov; Laura Tolosi; Petya Osenova; Kiril Ivanov Simov; Georgi Georgiev (CLEF (Online Working Notes/Labs/Workshop), 2012)

Finding regions of aberrant DNA copy number associated with tumor phenotype. - Laura Tolosi (2012)

Weighted maximum likelihood loss as a convenient shortcut to optimizing the F-measure of maximum entropy classifiers. - Georgi Dimitroff; Laura Tolosi; Borislav Popov; Georgi Georgiev (RANLP, 2013)

A Feature Induction Algorithm with Application to Named Entity Disambiguation. - Laura Tolosi; Valentin Zhikov; Georgi Georgiev; Borislav Popov (RANLP, 2013)

A method for finding consensus breakpoints in the cancer genome from copy number data. - Laura Tolosi; Jessica Theißen; Konstantin Halachev; Barbara Hero; Frank Berthold; Thomas Lengauer (Bioinform., 2013)

Sensitive Detection of Viral Transcripts in Human Tumor Transcriptomes. - Sven-Eric Schelhorn; Matthias Fischer 003; Laura Tolosi; Janine Altmüller; Peter Nürnberg; Herbert Pfister; Thomas Lengauer; Frank Berthold (PLoS Comput. Biol., 2013)

Domain-Specific Modeling: Towards a Food and Drink Gazetteer. - Andrey Tagarev; Laura Tolosi; Vladimir Alexiev (International KEYSTONE Conference, 2015)

Efficient F measure maximization via weighted maximum likelihood. - Georgi Dimitroff; Georgi Georgiev; Laura Tolosi; Borislav Popov (Mach. Learn., 2015)

An Analysis of Event-Agnostic Features for Rumour Classification in Twitter. - Laura Tolosi; Andrey Tagarev; Georgi Georgiev (SMN@ICWSM, 2016)

Domain-Specific Modeling: A Food and Drink Gazetteer. - Andrey Tagarev; Laura Tolosi; Vladimir Alexiev (Trans. Comput. Collect. Intell., 2017)