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Alexander Kotov 0001

Alexander S. Kotov

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affiliation: Wayne State University, Detroit, MI, USA

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2020 – today

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2024
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Dmitriy Viderman, Alexander Kotov, Maxim Popov, Yerkin Abdildin:
Machine and deep learning methods for clinical outcome prediction based on physiological data of COVID-19 patients: a scoping review. Int. J. Medical Informatics 182: 105308 (2024)
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Mona Zamiri, Yao Qiang, Fedor Nikolaev, Dongxiao Zhu, Alexander Kotov:
Benchmark and Neural Architecture for Conversational Entity Retrieval from a Knowledge Graph. WWW 2024: 1519-1528
2020
[c38]
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Fedor Nikolaev, Alexander Kotov:
Joint Word and Entity Embeddings for Entity Retrieval from a Knowledge Graph. ECIR (1) 2020: 141-155

2010 – 2019

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2019
[j4]
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Saeid Balaneshinkordan, Alexander Kotov:
Bayesian approach to incorporating different types of biomedical knowledge bases into information retrieval systems for clinical decision support in precision medicine. J. Biomed. Informatics 98 (2019)
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Mehedi Hasan, April Idalski Carcone, Sylvie Naar, Susan Eggly, Gwen L. Alexander, Kathryn Brogan Hartlieb, Alexander Kotov:
Identifying Effective Motivational Interviewing Communication Sequences Using Automated Pattern Analysis. J. Heal. Informatics Res. 3(1): 86-106 (2019)
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Diana Diaz, Aliccia Bollig-Fischer, Alexander Kotov:
Tensor Decomposition for Sub-typing of Complex Diseases based on Clinical and Genomic Data. BIBM 2019: 647-651
2018
[c36]
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Saeid Balaneshinkordan, Alexander Kotov, Fedor Nikolaev:
Attentive Neural Architecture for Ad-hoc Structured Document Retrieval. CIKM 2018: 1173-1182
[c35]
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Laura Dietz, Alexander Kotov, Edgar Meij:
Utilizing Knowledge Graphs for Text-Centric Information Retrieval. SIGIR 2018: 1387-1390
[c34]
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Saeid Balaneshin Kordan, Alexander Kotov:
Deep Neural Architecture for Multi-Modal Retrieval based on Joint Embedding Space for Text and Images. WSDM 2018: 28-36
2017
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Jiaxing Tan, Alexander Kotov, Rojiar Pir Mohammadiani, Yumei Huo:
Sentence Retrieval with Sentiment-specific Topical Anchoring for Review Summarization. CIKM 2017: 2323-2326
[c32]
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Saeid Balaneshinkordan, Alexander Kotov:
Embedding-based Query Expansion for Weighted Sequential Dependence Retrieval Model. SIGIR 2017: 1213-1216
[c31]
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Faegheh Hasibi, Fedor Nikolaev, Chenyan Xiong, Krisztian Balog, Svein Erik Bratsberg, Alexander Kotov, Jamie Callan:
DBpedia-Entity v2: A Test Collection for Entity Search. SIGIR 2017: 1265-1268
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Vineeth Rakesh, Niranjan Jadhav, Alexander Kotov, Chandan K. Reddy:
Probabilistic Social Sequential Model for Tour Recommendation. WSDM 2017: 631-640
[c29]
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Laura Dietz, Alexander Kotov, Edgar Meij:
Utilizing Knowledge Graphs in Text-centricInformation Retrieval. WSDM 2017: 815-816
2016
[j2]
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Mehedi Hasan, Alexander Kotov, April Idalski Carcone, Ming Dong, Sylvie Naar, Kathryn Brogan Hartlieb:
A study of the effectiveness of machine learning methods for classification of clinical interview fragments into a large number of categories. J. Biomed. Informatics 62: 21-31 (2016)
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Alexander Kotov, Elena Treshcheva, Leonid Bessonov, Dmitry I. Ignatov, Yana Volkovich, Maria Eskevich, Pavel Braslavski:
10th Russian Summer School in Information Retrieval (RuSSIR 2016). SIGIR Forum 50(2): 28-35 (2016)
[c28]
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Haotian Xu, Ming Dong, Dongxiao Zhu, Alexander Kotov, April Idalski Carcone, Sylvie Naar-King:
Text Classification with Topic-based Word Embedding and Convolutional Neural Networks. BCB 2016: 88-97
[c27]
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Aravind Mohan, Mahdi Ebrahimi, Shiyong Lu, Alexander Kotov:
A NoSQL Data Model for Scalable Big Data Workflow Execution. BigData Congress 2016: 52-59
[c26]
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Aravind Mohan, Mahdi Ebrahimi, Shiyong Lu, Alexander Kotov:
Scheduling big data workflows in the cloud under budget constraints. IEEE BigData 2016: 2775-2784
[c25]
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Saeid Balaneshinkordan, Alexander Kotov:
Sequential Query Expansion using Concept Graph. CIKM 2016: 155-164
[c24]
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Nikita V. Spirin, Alexander S. Kotov, Karrie G. Karahalios, Vassil Mladenov, Pavel A. Izhutov:
A Comparative Study of Query-biased and Non-redundant Snippets for Structured Search on Mobile Devices. CIKM 2016: 2389-2394
[c23]
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Mehedi Hasan, Alexander Kotov, Aravind Mohan, Shiyong Lu, Paul M. Stieg:
Feedback or Research: Separating Pre-purchase from Post-purchase Consumer Reviews. ECIR 2016: 682-688
[c22]
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Saeid Balaneshinkordan, Alexander Kotov:
An Empirical Comparison of Term Association and Knowledge Graphs for Query Expansion. ECIR 2016: 761-767
[c21]
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Laura Dietz, Alexander Kotov, Edgar Meij:
Utilizing Knowledge Bases in Text-centric Information Retrieval. ICTIR 2016: 5
[c20]
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Saeid Balaneshinkordan, Alexander Kotov:
A Study of Document Expansion using Translation Models and Dimensionality Reduction Methods. ICTIR 2016: 233-236
[c19]
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Saeid Balaneshinkordan, Alexander Kotov:
Optimization Method for Weighting Explicit and Latent Concepts in Clinical Decision Support Queries. ICTIR 2016: 241-250
[c18]
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Fedor Nikolaev, Alexander Kotov, Nikita Zhiltsov:
Parameterized Fielded Term Dependence Models for Ad-hoc Entity Retrieval from Knowledge Graph. SIGIR 2016: 435-444
2015
[c17]
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Rajul Anand, Alexander Kotov:
Improving Difficult Queries by Leveraging Clusters in Term Graph. AIRS 2015: 426-432
[c16]
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Alexander Kotov, Mehedi Hasan, April Idalski Carcone, Ming Dong, Sylvie Naar-King, Kathryn Brogan Hartlieb:
Interpretable Probabilistic Latent Variable Models for Automatic Annotation of Clinical Text. AMIA 2015
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Alexander Kotov, Vineeth Rakesh, Eugene Agichtein, Chandan K. Reddy:
Geographical Latent Variable Models for Microblog Retrieval. ECIR 2015: 635-647
[c14]
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Rajul Anand, Alexander Kotov:
An Empirical Comparison of Statistical Term Association Graphs with DBpedia and ConceptNet for Query Expansion. FIRE 2015: 27-30
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Lijun Wang, Ming Dong, Alexander Kotov:
Multi-level Approximate Spectral Clustering. ICDM 2015: 439-448
[c12]
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Nikita Zhiltsov, Alexander Kotov, Fedor Nikolaev:
Fielded Sequential Dependence Model for Ad-Hoc Entity Retrieval in the Web of Data. SIGIR 2015: 253-262
[c11]
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  - conf/sigir/YangKML15
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Zaihan Yang, Alexander Kotov, Aravind Mohan, Shiyong Lu:
Parametric and Non-parametric User-aware Sentiment Topic Models. SIGIR 2015: 413-422
[c10]
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Saeid Balaneshinkordan, Alexander Kotov, Railan Xisto:
WSU-IR at TREC 2015 Clinical Decision Support Track: Joint Weighting of Explicit and Latent Medical Query Concepts from Diverse Sources. TREC 2015
[p1]
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  - books/crc/p/Kotov15
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Alexander Kotov:
Social Media Analytics for Healthcare. Healthcare Data Analytics 2015: 309-340
2014
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Aravind Mohan, Shiyong Lu, Alexander Kotov:
Addressing the Shimming Problem in Big Data Scientific Workflows. IEEE SCC 2014: 347-354
2013
[c8]
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Alexander Kotov, Eugene Agichtein:
The importance of being socially-savvy: quantifying the influence of social networks on microblog retrieval. CIKM 2013: 1905-1908
[c7]
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Alexander Kotov, Yu Wang, Eugene Agichtein:
Leveraging geographical metadata to improve search over social media. WWW (Companion Volume) 2013: 151-152
2012
[c6]
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Alexander Kotov, ChengXiang Zhai:
Tapping into knowledge base for concept feedback: leveraging conceptnet to improve search results for difficult queries. WSDM 2012: 403-412
2011
[b1]
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Alexander Kotov:
Leveraging user interaction to improve search experience with difficult and exploratory queries. University of Illinois Urbana-Champaign, USA, 2011
[c5]
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Alexander Kotov, ChengXiang Zhai:
Interactive sense feedback for difficult queries. CIKM 2011: 163-172
[c4]
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  - conf/sigir/KotovBWDT11
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Alexander Kotov, Paul N. Bennett, Ryen W. White, Susan T. Dumais, Jaime Teevan:
Modeling and analysis of cross-session search tasks. SIGIR 2011: 5-14
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Alexander Kotov, ChengXiang Zhai, Richard Sproat:
Mining named entities with temporally correlated bursts from multilingual web news streams. WSDM 2011: 237-246
2010
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Alexander Kotov, Pranam Kolari, Lei Duan, Yi Chang:
Temporal query log profiling to improve web search ranking. CIKM 2010: 1149-1158
[c1]
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Alexander Kotov, ChengXiang Zhai:
Towards natural question guided search. WWW 2010: 541-550

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