Alexander Kotov

发表

Mining named entities with temporally correlated bursts from multilingual web news streams

Richard Sproat, ChengXiang Zhai, Alexander Kotov, 2011, WSDM '11.

Multi-level Approximate Spectral Clustering

Ming Dong, Lijun Wang, Alexander Kotov, 2015, 2015 IEEE International Conference on Data Mining.

10th Russian Summer School in Information Retrieval (RuSSIR 2016)

Maria Eskevich, Alexander Kotov, Pavel Braslavski, 2017, SIGF.

Interactive sense feedback for difficult queries

ChengXiang Zhai, Alexander Kotov, ChengXiang Zhai, 2011, CIKM '11.

Interpretable Probabilistic Latent Variable Models for Automatic Annotation of Clinical Text

Ming Dong, Alexander Kotov, Mehedi Hasan, 2015, AMIA.

Utilizing Knowledge Graphs for Text-Centric Information Retrieval

Edgar Meij, Alexander Kotov, Laura Dietz, 2018, SIGIR.

Leveraging user interaction to improve search experience with difficult and exploratory queries

ChengXiang Zhai, Alexander Kotov, ChengXiang Zhai, 2011 .

Bayesian approach to incorporating different types of biomedical knowledge bases into information retrieval systems for clinical decision support in precision medicine

Alexander Kotov, Saeid Balaneshinkordan, Alexander Kotov, 2019, J. Biomed. Informatics.

Tensor Decomposition for Sub-typing of Complex Diseases based on Clinical and Genomic Data

Alexander Kotov, Diana Diaz, Aliccia Bollig-Fischer, 2019, 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Predicting the Outcome of Patient-Provider Communication Sequences using Recurrent Neural Networks and Probabilistic Models

Ming Dong, Alexander Kotov, Mehedi Hasan, 2018, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Parametric and Non-parametric User-aware Sentiment Topic Models

Zaihan Yang, Shiyong Lu, Alexander Kotov, 2015, SIGIR.

WSU-IR at TREC 2015 Clinical Decision Support Track: Joint Weighting of Explicit and Latent Medical Query Concepts from Diverse Sources

Alexander Kotov, Saeid Balaneshinkordan, Railan Xisto, 2015, TREC.

Feedback or Research: Separating Pre-purchase from Post-purchase Consumer Reviews

Shiyong Lu, Alexander Kotov, Mehedi Hasan, 2016, ECIR.

Addressing the Shimming Problem in Big Data Scientific Workflows

Shiyong Lu, Alexander Kotov, Aravind Mohan, 2014, 2014 IEEE International Conference on Services Computing.

Parameterized Fielded Term Dependence Models for Ad-hoc Entity Retrieval from Knowledge Graph

Alexander Kotov, Nikita Zhiltsov, Fedor Nikolaev, 2016, SIGIR.

Embedding-based Query Expansion for Weighted Sequential Dependence Retrieval Model

Alexander Kotov, Saeid Balaneshinkordan, 2017, SIGIR.

Scheduling big data workflows in the cloud under budget constraints

Shiyong Lu, Alexander Kotov, Mahdi Ebrahimi, 2016, 2016 IEEE International Conference on Big Data (Big Data).

Identifying Effective Motivational Interviewing Communication Sequences Using Automated Pattern Analysis

Alexander Kotov, Mehedi Hasan, Gwen L. Alexander, 2018, J. Heal. Informatics Res..

An Empirical Comparison of Statistical Term Association Graphs with DBpedia and ConceptNet for Query Expansion

Alexander Kotov, Rajul Anand, Alexander Kotov, 2015, FIRE.

Temporal query log profiling to improve web search ranking

Yi Chang, Alexander Kotov, Lei Duan, 2010, CIKM '10.

Tapping into knowledge base for concept feedback: leveraging conceptnet to improve search results for difficult queries

ChengXiang Zhai, Alexander Kotov, ChengXiang Zhai, 2012, WSDM '12.

Deep Neural Architectures for Discourse Segmentation in E-Mail Based Behavioral Interventions.

Alexander Kotov, Mehedi Hasan, Gwen L. Alexander, 2019, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

The importance of being socially-savvy: quantifying the influence of social networks on microblog retrieval

Eugene Agichtein, Alexander Kotov, Eugene Agichtein, 2013, CIKM.

Social Media Analytics for Healthcare

Alexander Kotov, Alexander Kotov, 2015, Healthcare Data Analytics.

Deep Neural Architecture for Multi-Modal Retrieval based on Joint Embedding Space for Text and Images

Alexander Kotov, Saeid Balaneshin Kordan, 2018, WSDM.

Sequential Query Expansion using Concept Graph

Alexander Kotov, Saeid Balaneshinkordan, 2016, CIKM.

Leveraging geographical metadata to improve search over social media

Eugene Agichtein, Alexander Kotov, Yu Wang, 2013, WWW.

Developing Machine Learning Models for Behavioral Coding

Alexander Kotov, Mehedi Hasan, Ming Dong, 2019, Journal of pediatric psychology.

Modeling and Analyses of Multi-Session Search Tasks

Susan T. Dumais, Paul N. Bennett, Jaime Teevan, 2016 .

A NoSQL Data Model for Scalable Big Data Workflow Execution

Alexander Kotov, Mahdi Ebrahimi, Shiyong Lu, 2016, 2016 IEEE International Congress on Big Data (BigData Congress).

Towards natural question guided search

ChengXiang Zhai, Alexander Kotov, ChengXiang Zhai, 2010, WWW '10.

Joint Word and Entity Embeddings for Entity Retrieval from a Knowledge Graph

Alexander Kotov, Fedor Nikolaev, Alexander Kotov, 2020, ECIR.

Utilizing Knowledge Bases in Text-centric Information Retrieval

Edgar Meij, Alexander Kotov, Laura Dietz, 2016, ICTIR.

Attentive Neural Architecture for Ad-hoc Structured Document Retrieval

Alexander Kotov, Fedor Nikolaev, Saeid Balaneshinkordan, 2018, CIKM.

Improving Difficult Queries by Leveraging Clusters in Term Graph

Alexander Kotov, Rajul Anand, Alexander Kotov, 2015, AIRS.

Fielded Sequential Dependence Model for Ad-Hoc Entity Retrieval in the Web of Data

Alexander Kotov, Nikita Zhiltsov, Fedor Nikolaev, 2015, SIGIR.

Sentence Retrieval with Sentiment-specific Topical Anchoring for Review Summarization

Alexander Kotov, Yumei Huo, Jiaxing Tan, 2017, CIKM.

Utilizing Knowledge Graphs in Text-centric Information Retrieval

Edgar Meij, Alexander Kotov, Laura Dietz, 2017, WSDM.

Optimization Method for Weighting Explicit and Latent Concepts in Clinical Decision Support Queries

Alexander Kotov, Saeid Balaneshinkordan, 2016, ICTIR.

An Empirical Comparison of Term Association and Knowledge Graphs for Query Expansion

Alexander Kotov, Saeid Balaneshinkordan, Alexander Kotov, 2016, ECIR.

A study of the effectiveness of machine learning methods for classification of clinical interview fragments into a large number of categories

Ming Dong, Alexander Kotov, Mehedi Hasan, 2016, J. Biomed. Informatics.

DBpedia-Entity v2: A Test Collection for Entity Search

Krisztian Balog, James P. Callan, Alexander Kotov, 2017, SIGIR.

Modeling and analysis of cross-session search tasks

Ryen W. White, Susan T. Dumais, Paul N. Bennett, 2011, SIGIR.

Probabilistic Social Sequential Model for Tour Recommendation

Alexander Kotov, Chandan K. Reddy, Vineeth Rakesh, 2017, WSDM.

Geographical Latent Variable Models for Microblog Retrieval

Eugene Agichtein, Alexander Kotov, Chandan K. Reddy, 2015, ECIR.

A Study of Document Expansion using Translation Models and Dimensionality Reduction Methods

Alexander Kotov, Saeid Balaneshinkordan, Alexander Kotov, 2016, ICTIR.

Knowledge Graph Entity Representation and Retrieval

Alexander Kotov, Alexander Kotov, 2017 .