Publications

                                                                       2016

• Andrew Palmer, Prasad Phapale, Ilya Chernyavsky, Regis Lavigne, Dominik Fay, Artem Tarasov, Vitaly Kovalev, Jens Fuchser, Sergey Nikolenko (KFU), Charles Pineau, Michael Becker & Theodore Alexandrov. FDR-controlled metabolite annotation for high-resolution imaging mass spectrometry. Nature Methods.  doi:10.1038/nmeth.4072. Received 09 March 2016. Accepted 13 October 2016. Published online 14 November 2016. 
• E. Tutubalina, S.I. Nikolenko. Automated Prediction of Demographic Information from Medical User Reviews. Accepted to Proc. 4th International Conference on Mining Intelligence and Knowledge Exploration. 2016. 
• E. Tutubalina, S.I. Nikolenko. Constructing Aspect-Based Sentiment Lexicons with Topic Modeling. Accepted to Proc. 5th International Conference on Analysis of Images, Social Networks, and Texts. 2016. 
•  Elena Tutubalina. Identifying Product Failures from Reviews in Noisy Data by Distant Supervision.. Communications in Computer and Information Science. Volume 649. 2016. pp 142-156.
• Elena Tutubalina. A Sentiment-aware Topic Model for Extracting Failures from Product Reviews. Lecture Notes in Computer Science. Volume 9924. 2-16. pp 37-45
• F. Nikolaev, A. Kotov, N. Zhiltsov. Parameterized fielded term dependence models for ad-hoc entity retrieval from knowledge graph. Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval. 2016.
• Nailya Kubysheva,Svetlana Soodaeva, Larisa Postnikova, Viktor Novikov, Svetlana Shumilova, Elena Kasatova, Timur Li, Marina Boldina, Alexander Chuchalin, Ildar Batyrshin, Valery Solovyev. Analysis of associations between systemic and local levels of soluble adhesion molecules, nitric oxide metabolites and endothelin-1 in patients with COPD. Modern Technologies in Medicine. 2017 
• Solovyev, V.D.,Bochkarev, V.V.,Kaveeva, A.D. Variations of social psychology of Russian society in last 100 years. 8th IEEE International Conference on Social Computing and Networking. 2016.

                                                                   2017 

• Nikolenko S.I .FDR-controlled metabolite annotation for high-resolution imaging mass spectrometry. Nature methods.

• Kadurin A.  The cornucopia of meaningful leads: Applying deep adversarial autoencoders for new molecule development in oncology. Oncotarget Communications in Computer and Information.

• Tutubalina E. Constructing aspect-based sentiment lexicons with topic modeling. Communications in Computer and Information Science.

• Nikolenko S.I. Improving neural network models for natural language processing in Russian with synonyms. Proceedings of the AINL FRUCT 2016 Conference.

• Nikolenko S.I. Predicting the age of social network users from user-generated texts with word embeddings. Proceedings of the AINL FRUCT 2016 Conference.

• Kubysheva  N.I. ,Solovyov V.D. Relative Body Mass Index as a New Tool for Nutritional Status Assessment in Children and Adolescents with Bronchial Asthma. Sovremennye tehnologii v medicine.

• Kubysheva N.I. The significance of soluble molecules of cellular adhesion, nitric oxide metabolites, and endothelin-1 and their associations as markers of progression of inflammation in COPD. Sovremennye Tehnologii v Medicine.

• Tutubalina E. Demographic prediction based on user reviews about medications. Computacion y Sistemas.

• Kubysheva  N.I.  Body Height of Children with Bronchial Asthma of Various Severities. Canadian respiratory journal.

• Kubysheva N.I.  Relationship of the Content of Systemic and Endobronchial Soluble Molecules of CD25, CD38, CD8, and HLA-I-CD8 and Lung Function Parameters in COPD Patients. Disease Markers.