M. Mihăescu

Most-cited papers

An optimized version of the K-Means clustering algorithm
Cosmin Marian Poteras, M. Mihăescu, M. Mocanu
2014Conference on Computer Science and Information Systems45 citations Open access
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Review on publicly available datasets for educational data mining
M. Mihăescu, P. Popescu
2021WIREs Data Mining Knowl. Discov.42 citations
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NLP based Deep Learning Approach for Plagiarism Detection
Răzvan Roşu, Alexandru Stefan Stoica, P. Popescu, M. Mihăescu
2020International Joural of User-System Interaction13 citations Open access
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Driver Behaviour Analysis based on Deep Learning Algorithms
Ion Cojocaru, P. Popescu, M. Mihăescu
2022Romanian Conference on Human-Computer Interaction11 citations Open access
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Taking e-Assessment Quizzes - A Case Study with an SVD Based Recommender System
O. M. Teodorescu, P. Popescu, M. Mihăescu
2018Ideal8 citations Open access
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Building Intelligent E-Learning Systems by Activity Monitoring and Analysis
D. Burdescu, M. Mihăescu
20108 citations
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Classification of educational videos by using a semi-supervised learning method on transcripts and keywords
Alexandru Stefan Stoica, S. H. Barberá, Javier Palanca, V. Julián +1 more
2021Neurocomputing7 citations Open access
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A Semi-supervised Method to Classify Educational Videos
Alexandru Stefan Stoica, S. Heras, Javier Palanca, V. Julián +1 more
2019Hybrid Artificial Intelligence Systems7 citations
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Intelligent Tutor Recommender System for On-Line Educational Environments
M. Mihăescu, P. Popescu, Costel Marian Ionașcu
2015Educational Data Mining7 citations
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LSI Based Mechanism for Educational Videos Retrieval by Transcripts Processing
Diana Iulia Bleoanca, S. Heras, Javier Palanca, V. Julián +1 more
2020Ideal6 citations
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Using M Tree Data Structure as Unsupervised Classification Method
M. Mihăescu, D. Burdescu
2012Informatica6 citations
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SmellBench: Evaluating LLM Agents on Architectural Code Smell Repair
Ion George Dinu, M. Mihăescu, Traian Rebedea
2026arXiv.org5 citations
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Automatic Categorization of Educational Videos According to Learning Styles
Marius Andrei Ciurez, M. Mihăescu, Maite Giménez, S. Heras +2 more
2019International Conference on Software, Telecommunications and Computer Networks5 citations
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An e-Exam Platform Approach to Enhance University Academic Student's Learning Performance
Radu Albastroiu, A. Iova, Filipe Gonçalves, M. Mihăescu +1 more
2018International Conference on Interaction Design and Children5 citations
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Video Transcript Indexing and Retrieval Procedure
Gabriel Turcu, M. Mihăescu, S. Heras, Javier Palanca +1 more
2019International Conference on Software, Telecommunications and Computer Networks4 citations
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Using Ranking and Multiple Linear Regression to Explore the Impact of Social Media Engagement on Student Performance
P. Popescu, M. Mihăescu, E. Popescu, M. Mocanu
2016International Conference on Advanced Learning Technologies4 citations
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Building an advanced dense classifier
P. Popescu, M. Mihăescu, M. Mocanu, D. Burdescu
2014IISA 2014, The 5th International Conference on Information, Intelligence, Systems and Applications4 citations
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Software Architectures of Applications Used for Enhancing On-line Educational Environments
M. Mihăescu
2013International Journal of Computer Science and Applications4 citations
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Students Activity Visualization Tool
Marius Stefan Chiritoiu, M. Mihăescu, D. Burdescu
2013Educational Data Mining4 citations
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Advanced Messaging System for On-Line Educational Environments
M. Mocanu, P. Popescu, D. Burdescu, M. Mihăescu
2013International Conference on Intelligent Interactive Multimedia Systems and Services4 citations
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Using Data Augmentation for Improving Text Summarization
Daniela Constantin, M. Mihăescu, S. H. Barberá, Jaume Jordán +2 more
2024Ideal3 citations
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MusicBud: A Music Recommendation System Based on Deep Learning algorithms
Marius Andrei Negreț, P. Popescu, M. Mocanu, M. Mihăescu
2022Romanian Conference on Human-Computer Interaction3 citations Open access
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Spell Checker Application Based on Levenshtein Automaton
Alexandru Buşe-Dragomir, P. Popescu, M. Mihăescu
2021Ideal3 citations
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Towards a Custom Designed Mechanism for Indexing and Retrieving Video Transcripts
Gabriel Turcu, S. Heras, Javier Palanca, V. Julián +1 more
2019Hybrid Artificial Intelligence Systems3 citations
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Data analysis on social media traces for detection of “spam” and “don’t care” learners
M. Mihăescu, P. Popescu, E. Popescu
2017Journal of Supercomputing3 citations
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Evaluation of the Tesys e-Learning platform's interface
P. Popescu, M. Mihăescu, M. Mocanu, Costel Marian Ionașcu
2016Romanian Conference on Human-Computer Interaction3 citations
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Classification of users by using support vector machines
M. Mihăescu
2012Web Intelligence, Mining and Semantics3 citations
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Combining Encoplot and NLP Based Deep Learning for Plagiarism Detection
Ciprian Amzuloiu, M. Mihăescu, Traian Rebedea
2021Ideal2 citations
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Peak Alpha Based Neurofeedback Training Within Survival Shooter Game
Radu AbuRas, Gabriel Turcu, Ilkka Kosunen, M. Mihăescu
2018Ideal2 citations Open access
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Use Case of Cognitive and HCI Analysis for an E-Learning Tool
M. Mihăescu, M. Tacu, D. Burdescu
2014Informatica2 citations
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Tourism Potential of the Water Resources in the Subcarpathians between Prahova and Dâmbovita Valleys (Romania)
R. Alexe, A. Costache, M. Mihăescu
20132 citations
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The design of eLeTK — Software system for enhancing on-line educational environments
M. Mihăescu
2012Conference on Computer Science and Information Systems2 citations
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Automatic Detection of Core Sections in Scientific Papers
Monica Emilia Văruicu, P. Popescu, M. Mihăescu
2026Acta Universitatis Sapientiae: Informatica1 citations Open access
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Unsupervised Voting for Detecting the Algorithmic Solving Strategy in Competitive Programming Solutions
Alexandru Stefan Stoica, Daniel Babiceanu, M. Mihăescu, Traian Rebedea
2025Mathematics1 citations Open access
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A multidimensional model of Google Classroom usability in use during the Covid19 pandemic
P. Popescu, Costel Marian Ionașcu, M. Mihăescu, Costin Pribeanu
2022Romanian Conference on Human-Computer Interaction1 citations
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Continuous Student Knowledge Tracing Using SVD and Concept Maps
Oana Maria Teodorescu, P. Popescu, L. Mocanu, M. Mihăescu
20211 citations Open access
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Custom Validation Procedure for Tesys Recommender System
O. M. Teodorescu, Stefan Paul Popescu, M. Mocanu, M. Mihăescu
2019International Conference on Software, Telecommunications and Computer Networks1 citations
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Exploring the Perceived Usefulness and Attitude Towards Using Tesys e-Learning Platform
P. Popescu, Costel Marian Ionașcu, M. Mihăescu
2018Ideal1 citations Open access
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Data analysis on social media traces for detection of “spam” and “don’t care” learners
M. Mihăescu, P. Popescu, Elvira Popescu
2017Journal of Supercomputing1 citations
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Design of an Advanced Smart Forum for Tesys e-Learning Platform
P. Popescu, M. Mocanu, Costel Marian Ionașcu, M. Mihăescu
2016Artificial Intelligence Applications and Innovations1 citations Open access
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Practical machine learning solution for increasing profit in a car repair service
M. Mihăescu, Carmen-Patricia Sapunaru, P. Popescu
2015Intelligent Systems with Applications1 citations
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J48 list ranker based on advanced classifier decision tree induction
M. Mihăescu, P. Popescu, D. Burdescu
2015International Journal of Computational Intelligence Studies1 citations
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Proceedings of the 8th International Conference on Educational Data Mining, EDM 2015, Madrid, Spain, June 26-29, 2015
O. Santos, J. Boticario, C. Romero, Mykola Pechenizkiy +8 more
2015Educational Data Mining1 citations
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Improvement of Self-Assessment Effectiveness by Activity Monitoring and Analysis
D. Burdescu, M. Mihăescu
20121 citations
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Using Learner's Classification Methodology for Building Intelligent Interaction Design
M. Mihăescu
2012International Journal of Computer Science and Applications1 citations
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e-Learning Recommender System based on Linear Regression
D. Burdescu, M. Mihăescu, Costel Marian Ionașcu, B. Logofatu
20111 citations
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Quizzi: Automatic Quiz Generation via Iterative BERT Fine-Tuning
Darius-Robert Diculescu, P. Popescu, M. Mihăescu
2026IEEE International Conference on Intelligent Systems0 citations
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Developing Intelligent Learning Assistants: Automatic Identification of Research Paper Structure via Fine-Tuned BERT Models
Monica Emilia Văruicu, Paul Stefan Popescu, M. Mihăescu
2026IEEE International Conference on Intelligent Systems0 citations
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Large Language Models for Programming: Actually Fixing or Reimplementing Incorrect Code?
Alexandru Stefan Stoica, Traian Rebedea, M. Mihăescu
20260 citations
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Multi-Task Intent and Difficulty Classification for a Romanian Programming Chatbot for Children: A BERT Approach
Andreea Roxana Letu, Paul Stefan Popescu, M. Mihăescu
2026IEEE International Conference on Intelligent Systems0 citations
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