Elena Simona APOSTOL

Associate Professor

Big Data Cloud Computing Data Science Machine Learning Deep Learning Text Mining Time Series Analysis

Quotations: 931 Wos Publications: 61 Journal Articles: 123 h-index: 19 Projects: 17 University Management


PR608

Lastest Projects

Smart system for analyzing and stopping antisocial behavior in online communities
2023 - 2025

Intelligent interactive system for detecting the veracity of news published on social platforms
2023 - 2025

Dezvoltarea Capacitatii Institutionale a Universitatii POLITEHNICA din Bucuresti
2022 - 2024

Open Science and Research Data Management Innovative and Distributed Training Programme
2020 - 2023

Multi3Generation: Multi-task, Multilingual, Multi-modal Language Generation
2019 - 2023

Top Publications

Context-Aware Misinformation Detection: A Benchmark of Deep Learning Architectures Using Word Embeddings CIPRIAN OCTAVIAN TRUICA, ELENA SIMONA APOSTOL, IEEE Access IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2021, 000730452100001 10.1109/ACCESS.2021.3132502

Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning Erkut Erdem, Menekse Kuyu, Semih Yagcioglu, Anette Frank, Letitia Parcalabescu, Barbara Plank, Andrii Babii, Oleksii Turuta, Aykut Erdem, Iacer Calixto, Elena Lloret, ELENA SIMONA APOSTOL, CIPRIAN OCTAVIAN TRUICA, Branislava Sandrih, Sanda Martincic-Ipsic, Gabor Berend, Albert Gatt, Grazina Korvel, JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH AI ACCESS FOUNDATION, 2022, 000784766800001 10.1613/jair.1.12918

Clustering Documents using the Document to Vector Model for Dimensionality Reduction Iulia-Maria RADULESCU, CIPRIAN OCTAVIAN TRUICA, ELENA SIMONA APOSTOL, MARIANA IONELA MOCANU, 2020 22nd IEEE International Conference on Automation, Quality and Testing, Robotics - THETA, AQTR 2020 - Proceedings IEEE, 2020, 000643732600011 10.1109/AQTR49680.2020.9129967

It’s All in the Embedding! Fake News Detection Using Document Embeddings CIPRIAN OCTAVIAN TRUICA, ELENA SIMONA APOSTOL, Mathematics MDPI, 2023, 000929546700001 10.3390/math11030508

Change point enhanced anomaly detection for iot time series data ELENA SIMONA APOSTOL, CIPRIAN OCTAVIAN TRUICA, FLORIN POP, Christian ESPOSITO, Water (Switzerland) MDPI, 2021, 000666434800001 10.3390/w13121633

Recent Publications

Multiword Discourse Markers Across Languages: A Linguistic and Computational Perspective ELENA SIMONA APOSTOL, CIPRIAN OCTAVIAN TRUICA, Mariana Damova, Purificacao Silvano, Giedre Valunaite Oleškeviciene, Chaya Liebeskind, Dimitar Trajanov, Anna Baczkowska, Emma Angela Montecchiari, Christian Chiarcos, International Journal of Applied Linguistics United Kingdom WILEY, 2025, 001471657300001 10.1111/ijal.12755

ATESA-BÆRT: A heterogeneous ensemble learning model for Aspect-Based Sentiment Analysis ELENA SIMONA APOSTOL, Alin-Georgian PISICA, CIPRIAN OCTAVIAN TRUICA, Knowledge-Based Systems ELSEVIER, 2025, 001526068100003 10.1016/j.knosys.2025.113987

Oracle SQL for Enterprise Databases CIPRIAN OCTAVIAN TRUICA, ELENA SIMONA APOSTOL, Editura Politehnica Press, 2025,

GETAE: Graph Information Enhanced Deep Neural NeTwork Ensemble ArchitecturE for fake news detection CIPRIAN OCTAVIAN TRUICA, ELENA SIMONA APOSTOL, Marius MAROGEL, Adrian Paschke, Expert Systems with Applications PERGAMON-ELSEVIER SCIENCE LTD, 2025, 001442089700001 10.1016/j.eswa.2025.126984

EDSA-Ensemble: An Event Detection Sentiment Analysis Ensemble Architecture ALEXANDRU PETRESCU, CIPRIAN OCTAVIAN TRUICA, ELENA SIMONA APOSTOL, Adrian Paschke, IEEE Transactions on Affective Computing IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2025, 001499580000031 10.1109/TAFFC.2024.3434355

Books

Sisteme Distribuite de Mari Dimensiuni. Modele si Tehnici de Asigurare a Fiabilitatii, Sigurantei, Disponibilitatii si Securitatii Valentin CRISTEA, FLORIN POP, CIPRIAN MIHAI DOBRE, CATALIN - ADRIAN LEORDEANU, Alexandru - Tomita COSTAN, Eliana-Dina TIRSA, ELENA SIMONA APOSTOL, Corina Stratan, Editura Politehnica Press, 2011,

Enterprise Databases using Microsoft SQL Server CIPRIAN OCTAVIAN TRUICA, ELENA SIMONA APOSTOL, Editura Politehnica Press, 2024,

Oracle SQL for Enterprise Databases CIPRIAN OCTAVIAN TRUICA, ELENA SIMONA APOSTOL, Editura Politehnica Press, 2025,