Aliaksandr Barushka

Fake consumer review detection using deep neural networks integrating word embeddings and emotion mining

Petr Hájek, Aliaksandr Barushka, Michal Munk · Neural Computing and Applications · 2020 · 181 citations · Full text

Natural Language Processing, Deep Neural Networks, Engineering +6

Spam filtering using integrated distribution-based balancing approach and regularized deep neural networks

Aliaksandr Barushka, Petr Hájek · Applied Intelligence · 2018 · 100 citations

Spam Filtering, Engineering, Machine Learning +3

Spam detection on social networks using cost-sensitive feature selection and ensemble-based regularized deep neural networks

Aliaksandr Barushka, Petr Hájek · Neural Computing and Applications · 2019 · 64 citations

Spam Filtering, Spam Detection, Cost-sensitive Feature Selection +6

Neural Networks with Emotion Associations, Topic Modeling and Supervised Term Weighting for Sentiment Analysis

Petr Hájek, Aliaksandr Barushka, Michal Munk · International Journal of Neural Systems · 2021 · 22 citations · Full text

Integrating Sentiment Analysis and Topic Detection in Financial News for Stock Movement Prediction

Petr Hájek, Aliaksandr Barushka · 2018 · 12 citations · Full text