Alina Petukhova

About Alina Petukhova

Alina Petukhova, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at Universidade Lusófona de Humanidades e Technologias, specializes in the field of Machine learning, Natural language processing, Fuzzy cognitive maps, Mathematical modelling.

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

Text clustering with LLM embeddings

MN-DS: A multilabeled news dataset for news articles hierarchical classification

TextCL: A Python package for NLP preprocessing tasks

Retail system scenario modeling using fuzzy cognitive maps

Methods for forecasting the development of complex systems using the theory of fuzzy cognitive map

Algorithm for Optimization of Inverse Problem Modeling in Fuzzy Cognitive Maps

Alina Petukhova Information

University

Position

/ COPELABS

Citations(all)

37

Citations(since 2020)

30

Cited By

11

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

1

i10Index(since 2020)

0

Email

University Profile Page

Universidade Lusófona de Humanidades e Technologias

Google Scholar

View Google Scholar Profile

Alina Petukhova Skills & Research Interests

Machine learning

Natural language processing

Fuzzy cognitive maps

Mathematical modelling

Top articles of Alina Petukhova

Title

Journal

Author(s)

Publication Date

Text clustering with LLM embeddings

arXiv preprint

Alina Petukhova

João P. Matos-Carvalho

Nuno Fachada

2024/3/24

MN-DS: A multilabeled news dataset for news articles hierarchical classification

Data

Alina Petukhova

Nuno Fachada

2023/4/23

TextCL: A Python package for NLP preprocessing tasks

SoftwareX

Alina Petukhova

Nuno Fachada

2022/7/1

Retail system scenario modeling using fuzzy cognitive maps

Information

Alina Petukhova

Nuno Fachada

2022/5/13

Methods for forecasting the development of complex systems using the theory of fuzzy cognitive map

Computational Mathematics and Information Technologies

AV Petukhova

AV Kovalenko

2022

Algorithm for Optimization of Inverse Problem Modeling in Fuzzy Cognitive Maps

Mathematics

Alina Vladimirovna Petukhova

Anna Vladimirovna Kovalenko

Anna Vyacheslavovna Ovsyannikova

2022/9/22

See List of Professors in Alina Petukhova University(Universidade Lusófona de Humanidades e Technologias)

Co-Authors

H-index: 14
Nuno Fachada

Nuno Fachada

Universidade Lusófona de Humanidades e Technologias

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