Publications

2016

Pdf Bib full paper Alexey Borisov, Ilya Markov, Maarten de Rijke, and Pavel Serdyukov. A Context-aware Time Model for Web Search. SIGIR 2016, Pisa, Italy.
Pdf Bib Doi full paper Alexey Borisov, Ilya Markov, Maarten de Rijke, and Pavel Serdyukov. A neural click model for web search. WWW 2016, Montreal, Canada, pp. 531-541.
Pdf Bib Doi tutorial Aleksandr Chuklin, Ilya Markov, and Maarten de Rijke. Click Models for Web Search and their Applications to IR. WSDM 2016, San Francisco, USA, pp. 689-690.

2015

Pdf Bib Doi report Pavel Braslavski, Ilya Markov, Panos M. Pardalos, Yana Volkovich, Sergei Koltsov, Olessia Koltsova, and Dmitry I. Ignatov. 9th Russian Summer School in Information Retrieval (RuSSIR 2015). SIGIR Forum, 49(2):72-79, 2015.
Pdf Bib Doi full paper Artem Grotov, Aleksandr Chuklin, Ilya Markov, Luka Stout, Finde Xumara, and Maarten de Rijke. A Comparative Study of Click Models for Web Search. CLEF 2015, Toulouse, France, pp. 78-90.
Pdf Bib Doi tutorial Aleksandr Chuklin, Ilya Markov, and Maarten de Rijke. An Introduction to Click Models for Web Search. SIGIR 2015, Santiago, Chile, pp. 1113-1115.
Pdf Bib Doi tutorial Aleksandr Chuklin, Ilya Markov, and Maarten de Rijke. Advanced Click Models and their Applications to IR. SIGIR 2015, Santiago, Chile, pp. 1111-1112.
Pdf Bib Doi book Aleksandr Chuklin, Ilya Markov, and Maarten de Rijke. Click Models for Web Search. Synthesis Lectures on Information Concepts, Retrieval, and Services. Morgan & Claypool Publishers, 2015.
Pdf Bib Doi short paper Yaser Norouzzadeh, Ilya Markov, Artem Grotov, Maarten Clements, and Maarten de Rijke. User Behavior in Location Search on Mobile Devices. ECIR 2015, Vienna, Austria, pp. 728-733.
Pdf Bib Doi position paper Ilya Markov, Aleksandr Chuklin, and Yiqun Liu. Modeling search behavior in heterogeneous environments. HIA 2015 (within WSDM 2015), Shanghai, China, pp. 22-24.

2014

Pdf Bib Doi tech report Anastasia Giachanou, Ilya Markov, and Fabio Crestani. Opinions in Federated Search: University of Lugano at TREC 2014 Federated Web Search Track. TREC 2014.
Pdf Bib Doi short paper Ilya Markov, Eugene Kharitonov, Vadim Nikulin, Pavel Serdyukov, Maarten de Rijke, and Fabio Crestani. Vertical-Aware Click Model-Based Effectiveness Metrics. CIKM 2014, Shanghai, China, pp. 1867-1870.
Pdf Bib Doi full paper Ilya Markov, Mark Carman, and Fabio Crestani. Towards Risk-Aware Resource Selection. AIRS 2014, Kuching, Sarawak, Malaysia, pp. 148-159.
Pdf Bib phd thesis Ilya Markov. Uncertainty in Distributed Information Retrieval. PhD Thesis, University of Lugano, 2014.
Pdf Bib Doi journal paper Ilya Markov and Fabio Crestani. Theoretical, Qualitative and Quantitative Analyses of Small-Document Approaches to Resource Selection. ACM Transactions on Information Systems, 32(2):9:1-9:37, 2014.

2013

Pdf Bib Doi full paper Ilya Markov, Leif Azzopardi, and Fabio Crestani. Reducing the Uncertainty in Resource Selection. ECIR 2013, Moscow, Russia, pp. 507-519.
Pdf Bib Doi short paper Ilya Markov, Avi Arampatzis, and Fabio Crestani. On CORI Results Merging. ECIR 2013, Moscow, Russia, pp. 752-755.
Pdf Bib Doi tutorial Fabio Crestani and Ilya Markov. Distributed Information Retrieval and Applications. ECIR 2013, Moscow, Russia, pp. 865-868.

2009 – 2012

Pdf Bib Doi short paper Ilya Markov, Avi Arampatzis, and Fabio Crestani. Unsupervised linear score normalization revisited. SIGIR 2012, Portland, USA, pp. 1161-1162.
Pdf Bib Doi doctoral consortium Ilya Markov. Modeling document scores for distributed information retrieval. Doctoral Consortium at SIGIR 2011, Beijing, China, pp. 1321.
Pdf Bib Doi short paper Ilya Markov and Fabio Crestani. Defining the Dynamicity and Diversity of Text Collections. ECDL 2010, Glasgow, UK, pp. 474-477.
Pdf Bib Doi tech report Mostafa Keikha, Mark James Carman, Robert Gwadera, Shima Gerani, Ilya Markov, Giacomo Inches, Az Azrinudin Alidin, and Fabio Crestani. University of Lugano at TREC 2009 Blog Track. Technical report at TREC 2009.

See also the Distributed Information Retrieval course and tutorial at various venues.

2007 – 2008

Pdf Bib Doi Ilya Markov and Natalia Vassilieva. Query Classification in Content-Based Image Retrieval. DB&IS 2008 (Selected Papers), pp. 281-288.
Pdf Bib Doi Ilya Markov and Natalia Vassilieva. Image Retrieval: Color and Texture Combining Based on Query-Image. ICISP 2008, Cherbourg-Octeville, France, pp. 430-438.
Pdf Bib Ilya Markov and Natalia Vassilieva. Building Up Low-Level Centroids for Groups of Perceptually Similar Images. DB&IS 2008, Tallinn, Estonia, pp. 341-348.
Pdf Bib Doi Natalia Vassilieva and Ilya Markov. SPbGU at ROMIP 2008: Fusion of color and texture features in content-based image retrieval (In Russian). Technical report at ROMIP 2008, Dubna, Russia.
Pdf Bib Doi Ilya Markov. VP-tree: Content-Based Image Indexing. SYRCoDIS 2007, Moscow, Russia.
Pdf Bib Doi Ilya Markov, Natalia Vassilieva, and Alexander Yaremchuk. Image retrieval. Optimal weights for color and texture fusion based on query object (In Russian). RCDL 2007, Pereyaslavl-Zalessky, Russia.
Pdf Bib Doi Natalia Vassilieva, Alexander Dolnik, and Ilya Markov. Image retrieval. Combining multiple search methods' results (In Russian). Technical report at Internet-Mathematics 2007, pp. 46-55.