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Alexander Kotov

Textual Data Analytics (TEANA) Biomedical Informatics Natural Language Processing (NLP) Information Retrieval Probabilistic Methods
Wayne State University Computer Science

About

I am an Associate Professor and the head of TExtual Data ANAlytics (TEANA) laboratory in the Computer Science Department at Wayne State University. I am passionate about machine learning and its applications to real-life problems. My and my lab's work focuses on developing novel and applying existing machine/deep learning and probabilistic methods to biomedical informatics, natural language processing and information retrieval. Since its inception in 2013, TEANA lab has graduated 4 Ph.D. and 1 M.S. students, who have secured jobs in industry and academia, and hosted 1 post-doctoral fellow.

Research Performance Summary

52
Total Papers
1741
Total Citations
21
H-Index
2010-2026
Active Research Span

First Recorded Paper

Towards natural question guided search

Year: 2010

Citations: 37

Venue: Proceedings of the 19th international conference on world wide web

Latest Recorded Paper

Conversational Entity Retrieval from a Knowledge Graph using Aggregation of Fine-grained Relevance Signals with Graph Convolutions and Self-Attention

Year: 2026

Citations: 0

Venue: Proceedings of the Nineteenth ACM International Conference on Web Search and

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2026
1
2024
3
2020
1
2019
5
2018
5
2017
6
2016
12
2015
8
2014
2
2013
2
2012
2

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 39
Journal 5
Book 1

Top Coauthors

Kotov Dong Carcone

Research Impact by Period

2025-2026

Period Stats
Papers 1
Citations 0
Avg. Citations / Paper 0
H-Index 0

2020-2024

Period Stats
Papers 4
Citations 58
Avg. Citations / Paper 14.5
H-Index 4

2015-2019

Period Stats
Papers 36
Citations 1229
Avg. Citations / Paper 34.1
H-Index 18

2010-2014

Period Stats
Papers 11
Citations 454
Avg. Citations / Paper 41.3
H-Index 8

Contact and Professional Links

Contact Information

kotov@wayne.edu
3135779307

Detected Research Keywords

Entity Retrieval Knowledge Retrieval Knowledge Graph Clinical Decision Support Text Centric Information Centric Information Retrieval Ad Hoc Entity Hoc Entity Retrieval Machine Learning Methods Weighting Explicit Latent Latent Variable Models