Ontology-Based Text Classification into Dynamically Defined Topics. - Mehdi Allahyari; Krys J. Kochut; Maciej Janik (ICSC, 2014)

Automatic Topic Labeling Using Ontology-Based Topic Models. - Mehdi Allahyari; Krys J. Kochut (ICMLA, 2015)

Semantic Tagging Using Topic Models Exploiting Wikipedia Category Network. - Mehdi Allahyari; Krys J. Kochut (ICSC, 2016)

Discovering Coherent Topics with Entity Topic Models. - Mehdi Allahyari; Krys J. Kochut (WI, 2016)

Semantic Context-Aware Recommendation via Topic Models Leveraging Linked Open Data. - Mehdi Allahyari; Krys J. Kochut (WISE (1), 2016)

Using Semantically-Extended LDA Topic Model for Semantic Tagging. - Mehdi Allahyari; Krys J. Kochut (Int. J. Semantic Comput., 2016)

Semantic web topic models. - Mehdi Allahyari (2016)

ES-LDA: Entity Summarization using Knowledge-based Topic Modeling. - Seyed Amin Pouriyeh; Mehdi Allahyari; Krys J. Kochut; Gong Cheng 001; Hamid R. Arabnia (IJCNLP(1), 2017)

Text Summarization Techniques: A Brief Survey. - Mehdi Allahyari; Seyed Amin Pouriyeh; Mehdi Assefi; Saeid Safaei; Elizabeth D. Trippe; Juan B. Gutierrez; Krys J. Kochut (CoRR, 2017)

A Brief Survey of Text Mining: Classification, Clustering and Extraction Techniques. - Mehdi Allahyari; Seyed Amin Pouriyeh; Mehdi Assefi; Saied Safaei; Elizabeth D. Trippe; Juan B. Gutierrez; Krys J. Kochut (CoRR, 2017)

Graph-Based Methods for Ontology Summarization: A Survey. - Seyedamin Pouriyeh; Mehdi Allahyari; Qingxia Liu; Gong Cheng 001; Hamid Reza Arabnia; Maurizio Atzori; Krys J. Kochut (AIKE, 2018)

Combining Word Embedding and Knowledge-Based Topic Modeling for Entity Summarization. - Seyed Amin Pouriyeh; Mehdi Allahyari; Krys J. Kochut; Gong Cheng 001; Hamid R. Arabnia (ICSC, 2018)

A Comprehensive Survey of Ontology Summarization: Measures and Methods. - Seyed Amin Pouriyeh; Mehdi Allahyari; Krys J. Kochut; Hamid R. Arabnia (CoRR, 2018)

Graph-based Ontology Summarization: A Survey. - Seyed Amin Pouriyeh; Mehdi Allahyari; Qingxia Liu; Gong Cheng 001; Hamid Reza Arabnia; Yuzhong Qu; Krys J. Kochut (CoRR, 2018)

R-LDA: Profiling RDF Datasets Using Knowledge-Based Topic Modeling. - Seyedamin Pouriyeh; Mehdi Allahyari; Gong Cheng 001; Hamid Reza Arabnia; Krys J. Kochut; Maurizio Atzori (ICSC, 2019)

A Broad Evaluation of the Tor English Content Ecosystem. - Mahdieh Zabihimayvan; Reza Sadeghi; Derek Doran; Mehdi Allahyari (WebSci, 2019)

Ontology Summarization: Graph-Based Methods and Beyond. - Seyedamin Pouriyeh; Mehdi Allahyari; Qingxia Liu; Gong Cheng 001; Hamid Reza Arabnia; Maurizio Atzori; Farid Ghareh Mohammadi; Krys J. Kochut (Int. J. Semantic Comput., 2019)

Combining semantic graph and probabilistic topic models for discovering coherent topics. - Mehdi Allahyari; Seyedamin Pouriyeh; Krys J. Kochut (Web Intell., 2019)

COPER: a Query-adaptable Semantics-based Search Engine for Persian COVID-19 Articles. - Reza Khanmohammadi; Mitra Sadat Mirshafiee; Mehdi Allahyari (CoRR, 2021)