Alexander Kotov
Orcid: 0000-0002-9872-6605Affiliations:
- Wayne State University, Detroit, MI, USA
According to our database1,
Alexander Kotov
authored at least 46 papers
between 2010 and 2024.
Collaborative distances:
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Bibliography
2024
Machine and deep learning methods for clinical outcome prediction based on physiological data of COVID-19 patients: a scoping review.
Int. J. Medical Informatics, February, 2024
Benchmark and Neural Architecture for Conversational Entity Retrieval from a Knowledge Graph.
Proceedings of the ACM on Web Conference 2024, 2024
2020
Proceedings of the Advances in Information Retrieval, 2020
2019
Identifying Effective Motivational Interviewing Communication Sequences Using Automated Pattern Analysis.
J. Heal. Informatics Res., 2019
Bayesian approach to incorporating different types of biomedical knowledge bases into information retrieval systems for clinical decision support in precision medicine.
J. Biomed. Informatics, 2019
Tensor Decomposition for Sub-typing of Complex Diseases based on Clinical and Genomic Data.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
2018
Deep Neural Architecture for Multi-Modal Retrieval based on Joint Embedding Space for Text and Images.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
2017
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
Sentence Retrieval with Sentiment-specific Topical Anchoring for Review Summarization.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
2016
A study of the effectiveness of machine learning methods for classification of clinical interview fragments into a large number of categories.
J. Biomed. Informatics, 2016
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
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016
Optimization Method for Weighting Explicit and Latent Concepts in Clinical Decision Support Queries.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016
A Study of Document Expansion using Translation Models and Dimensionality Reduction Methods.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016
Proceedings of the Advances in Information Retrieval, 2016
An Empirical Comparison of Term Association and Knowledge Graphs for Query Expansion.
Proceedings of the Advances in Information Retrieval, 2016
A Comparative Study of Query-biased and Non-redundant Snippets for Structured Search on Mobile Devices.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016
Text Classification with Topic-based Word Embedding and Convolutional Neural Networks.
Proceedings of the 7th ACM International Conference on Bioinformatics, 2016
2015
WSU-IR at TREC 2015 Clinical Decision Support Track: Joint Weighting of Explicit and Latent Medical Query Concepts from Diverse Sources.
Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
An Empirical Comparison of Statistical Term Association Graphs with DBpedia and ConceptNet for Query Expansion.
Proceedings of the 7th Forum for Information Retrieval Evaluation, 2015
Proceedings of the Advances in Information Retrieval, 2015
Interpretable Probabilistic Latent Variable Models for Automatic Annotation of Clinical Text.
Proceedings of the AMIA 2015, 2015
Proceedings of the Information Retrieval Technology, 2015
Proceedings of the Healthcare Data Analytics., 2015
2014
Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014
2013
Proceedings of the 22nd International World Wide Web Conference, 2013
The importance of being socially-savvy: quantifying the influence of social networks on microblog retrieval.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
2012
Tapping into knowledge base for concept feedback: leveraging conceptnet to improve search results for difficult queries.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012
2011
Leveraging user interaction to improve search experience with difficult and exploratory queries
PhD thesis, 2011
Mining named entities with temporally correlated bursts from multilingual web news streams.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
2010
Proceedings of the 19th International Conference on World Wide Web, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010