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Author search results
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- Marina Sokolova
University of Ottawa, ON, Canada - Marina V. Sokolova
University of Castilla-La Mancha, Albacete, Spain - Marina Sokolova Victoria Bobicev
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Publication search results
found 139 matches
- 2024
- Fabian Nwaoha, Ziyad Gaffar, Ho Joon Chun, Marina Sokolova:
Longitudinal Sentiment Classification of Reddit Posts. CoRR abs/2401.12382 (2024) - Fabian Nwaoha, Ziyad Gaffar, Ho Joon Chun, Marina Sokolova:
Longitudinal Sentiment Topic Modelling of Reddit Posts. CoRR abs/2401.13805 (2024) - Siana Kong, Marina Sokolova:
Explainable Multi-Label Classification of MBTI Types. CoRR abs/2405.02349 (2024) - 2022
- Ahmad Pesaranghader, Stan Matwin
, Marina Sokolova, Jean-Christophe Grenier, Robert G. Beiko
, Julie Hussin
:
deepSimDEF: deep neural embeddings of gene products and gene ontology terms for functional analysis of genes. Bioinform. 38(11): 3051-3061 (2022) - Yilin Yang, Tomas Fieg, Marina Sokolova:
Sentiment Analysis of Covid-related Reddits. CoRR abs/2205.06863 (2022) - 2021
- Qufei Chen, Marina Sokolova
:
Specialists, Scientists, and Sentiments: Word2Vec and Doc2Vec in Analysis of Scientific and Medical Texts. SN Comput. Sci. 2(5): 414 (2021) - YuanZheng Hu, Marina Sokolova:
Explainable Multi-class Classification of the CAMH COVID-19 Mental Health Data. CoRR abs/2105.13430 (2021) - Zihan Chen, Marina Sokolova:
Sentiment Analysis of the COVID-related r/Depression Posts. CoRR abs/2108.06215 (2021) - 2020
- Natalia G. Churbanova, Antonina A. Chechina
, Marina A. Trapeznikova, Aleksey Ermakov
, Mikhail German, Pavel Sokolov, Obidzhon Bozorov
:
CMMSE-2019: Simulation and visualization of vehicular traffic on road networks using high-performance computing systems. Comput. Math. Methods 2(3) (2020) - Alexandre Dolgui
, Dmitry A. Ivanov
, Semyon A. Potryasaev, Boris V. Sokolov
, Marina Ivanova, Frank Werner
:
Blockchain-oriented dynamic modelling of smart contract design and execution in the supply chain. Int. J. Prod. Res. 58(7): 2184-2199 (2020) - Khiena Z. Brainina
, Maria A. Bukharinova
, Natalia Yu. Stozhko, Sergey V. Sokolkov, Aleksey V. Tarasov
, Marina B. Vidrevich:
Electrochemical Sensor Based on a Carbon Veil Modified by Phytosynthesized Gold Nanoparticles for Determination of Ascorbic Acid. Sensors 20(6): 1800 (2020) - Marina Sokolova Victoria Bobicev:
Machine Learning Evaluation of the Echo-Chamber Effect in Medical Forums. CoRR abs/2010.09574 (2020) - YuanZheng Hu, Marina Sokolova:
Explainable Multi-class Classification of Medical Data. CoRR abs/2012.13796 (2020) - YuanZheng Hu, Marina Sokolova:
Convolutional Neural Networks in Multi-Class Classification of Medical Data. CoRR abs/2012.14059 (2020) - 2019
- Ahmad Pesaranghader, Stan Matwin
, Marina Sokolova, Ali Pesaranghader:
deepBioWSD: effective deep neural word sense disambiguation of biomedical text data. J. Am. Medical Informatics Assoc. 26(5): 438-446 (2019) - Qufei Chen, Marina Sokolova:
Unsupervised Sentiment Analysis of Objective Texts. Canadian AI 2019: 460-465 - Alexsey Sokolov, Tatyana Fetisova, Alexander Bakulev, Marina Bakuleva:
Development of the Algorithm for Finding the Optimal Path in a Transport Network with Dynamic Parameters based on the Multidimensional Data Model. MECO 2019: 1-4 - 2018
- Marina Sokolova
:
Big Text advantages and challenges: classification perspective. Int. J. Data Sci. Anal. 5(1): 1-10 (2018) - Ahmad Pesaranghader
, Ali Pesaranghader
, Stan Matwin
, Marina Sokolova:
One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data. Canadian AI 2018: 96-107 - Dmitry A. Ivanov
, Alexandre Dolgui
, Marina Ivanova, Boris V. Sokolov
:
Simulation Vs. Optimization Approaches to Ripple Effect Modelling in the Supply Chain. LDIC 2018: 34-39 - Victoria Bobicev, Marina Sokolova:
Thumbs Up and Down: Sentiment Analysis of Medical Online Forums. SMM4H@EMNLP 2018: 22-26 - Ahmad Pesaranghader, Ali Pesaranghader, Stan Matwin, Marina Sokolova:
One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data. CoRR abs/1802.09059 (2018) - Marina Sokolova, Victoria Bobicev:
Corpus Statistics in Text Classification of Online Data. CoRR abs/1803.06390 (2018) - Qufei Chen, Marina Sokolova:
Word2Vec and Doc2Vec in Unsupervised Sentiment Analysis of Clinical Discharge Summaries. CoRR abs/1805.00352 (2018) - 2017
- S. N. Mikhaylov, V. V. Chuikova, Marina V. Sokolova
, A. M. Potapenko:
A case study of duplications detection for educational domain thorough ad hoc search and identification NLP-based method. Expert Syst. J. Knowl. Eng. 34(4) (2017) - Dmitry A. Ivanov, Alexandre Dolgui
, Boris V. Sokolov
, Marina Ivanova:
Literature review on disruption recovery in the supply chain. Int. J. Prod. Res. 55(20): 6158-6174 (2017) - Arturo Martínez-Rodrigo
, Roberto Zangróniz
, José Manuel Pastor
, Marina V. Sokolova
:
Arousal level classification of the aging adult from electro-dermal activity: From hardware development to software architecture. Pervasive Mob. Comput. 34: 46-59 (2017) - Yasser Jafer, Stan Matwin, Marina Sokolova:
A Multi-dimensional Privacy-aware Evaluation Function in Automatic Feature Selection. Trans. Data Priv. 10(3): 145-174 (2017) - Victoria Bobicev, Marina Sokolova:
Confused and Thankful: Multi-label Sentiment Classification of Health Forums. Canadian AI 2017: 284-289 - Marina V. Sokolova
, Francisco Javier Gómez, José Manuel Ortiz Egea, Miguel Angel Fernández, Adoración Pérez Andrés:
Towards Assistive Solutions for People with Central Vision Loss. IWINAC (1) 2017: 223-232
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