Marina Sokolova

Marina Sokolova

Ottawa University

H-index: 25

North America-United States

About Marina Sokolova

Marina Sokolova, With an exceptional h-index of 25 and a recent h-index of 15 (since 2020), a distinguished researcher at Ottawa University, specializes in the field of AI, incl. Machine Learning, Text Data Mining.

His recent articles reflect a diverse array of research interests and contributions to the field:

Longitudinal Sentiment Topic Modelling of Reddit Posts

Longitudinal Sentiment Classification of Reddit Posts

deepSimDEF: deep neural embeddings of gene products and gene ontology terms for functional analysis of genes

Sentiment Analysis of Covid-related Reddits

Explainable Multi-class Classification of the CAMH COVID-19 Mental Health Data

Sentiment Analysis of the COVID-related r/Depression Posts

Specialists, Scientists, and Sentiments: Word2Vec and Doc2Vec in Analysis of Scientific and Medical Texts

Machine Learning Evaluation of the Echo-Chamber Effect in Medical Forums

Marina Sokolova Information

University

Position

Institute for Data Analytics@Dal U and

Citations(all)

9389

Citations(since 2020)

5991

Cited By

5804

hIndex(all)

25

hIndex(since 2020)

15

i10Index(all)

49

i10Index(since 2020)

27

Email

University Profile Page

Ottawa University

Google Scholar

View Google Scholar Profile

Marina Sokolova Skills & Research Interests

AI

incl. Machine Learning

Text Data Mining

Top articles of Marina Sokolova

Title

Journal

Author(s)

Publication Date

Longitudinal Sentiment Topic Modelling of Reddit Posts

arXiv preprint arXiv:2401.13805

Fabian Nwaoha

Ziyad Gaffar

Ho Joon Chun

Marina Sokolova

2024/1/24

Longitudinal Sentiment Classification of Reddit Posts

arXiv preprint arXiv:2401.12382

Fabian Nwaoha

Ziyad Gaffar

Ho Joon Chun

Marina Sokolova

2024/1/22

deepSimDEF: deep neural embeddings of gene products and gene ontology terms for functional analysis of genes

Bioinformatics

Ahmad Pesaranghader

Stan Matwin

Marina Sokolova

Jean-Christophe Grenier

Robert G Beiko

...

2022/6/1

Sentiment Analysis of Covid-related Reddits

Yilin Yang

Tomas Fieg

Marina Sokolova

2022

Explainable Multi-class Classification of the CAMH COVID-19 Mental Health Data

YZ Hu

M. Sokolova

2021/5

Sentiment Analysis of the COVID-related r/Depression Posts

Zihan Chen

Marina. Sokolova

2021

Specialists, Scientists, and Sentiments: Word2Vec and Doc2Vec in Analysis of Scientific and Medical Texts

SN Computer Science

Qufei Chen

Marina Sokolova

2021

Machine Learning Evaluation of the Echo-Chamber Effect in Medical Forums

arXiv preprint arXiv:2010.09574

Marina Sokolova

Victoria Bobicev

2020/10/19

Convolutional Neural Networks in Multi-Class Classification of Medical Data

arXiv preprint arXiv:2012.14059

YuanZheng Hu

Marina Sokolova

2020/12/28

Explainable Multi-class Classification of Medical Data

arXiv preprint arXiv:2012.13796

YuanZheng Hu

Marina Sokolova

2020/12/26

See List of Professors in Marina Sokolova University(Ottawa University)

Co-Authors

H-index: 84
John Shawe-Taylor

John Shawe-Taylor

University College London

H-index: 56
Stan Matwin

Stan Matwin

Dalhousie University

H-index: 49
Rob Beiko

Rob Beiko

Dalhousie University

H-index: 44
Nathalie Japkowicz

Nathalie Japkowicz

American University

H-index: 43
Diana Inkpen

Diana Inkpen

Ottawa University

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