Marian Cristian Mihaescu

96 papers B 7C 12Misc 10Journal 13Unranked 52

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Advanced Activity Analysis for Tesys e-Learning platform. ICUSI Gabriela-Cristiana Costache, Paul-Stefan Popescu, Marian Cristian Mihaescu, Costel Ionascu
2025	—	`conf`	Comparison of Python code generated by ChatGPT and AlphaCodium. ICUSI Rares Mihai Dinu, Marian Cristian Mihaescu, Traian Rebedea
2025	—	`conf`	Domain Adaptation for Automated Tag Prediction in Competitive Programming. AIAI (2) Ion George Dinu, Marian Cristian Mihaescu, Traian Rebedea
2025	—	`conf`	Lightweight Day and Night Pedestrian Detection for Sensitive Driver Assistance. ICUSI Alexandru-Rafael Hodor, Paul-Stefan Popescu, Marian Cristian Mihaescu
2025	—	`conf`	OPJUSTICE - A Multi-label Text Classification Model. AIAI (3) Ionut Catalin Grecu, Paul-Stefan Popescu, Marian Cristian Mihaescu
2025	—	`conf`	Optimizing Cache Utilization in CPU Compilation Through Compiler Autotuning. AIAI (1) Vlad Mihai Mihaescu, Paul-Stefan Popescu, Marian Cristian Mihaescu
2025	—	`conf`	Personalized Hotel Recommendation System. AIAI (2) Andrei Balan, Paul-Stefan Popescu, Marian Cristian Mihaescu
2025	—	`conf`	Plant Recogniser: Offline Plant Identification on Android. ICUSI Constantin Dan Foamete, Paul-Stefan Popescu, Marian Cristian Mihaescu
2025	—	`conf`	SkyWeather -cloud classification on mobile devices. ICUSI Stefan Alexandru Glava, Paul-Stefan Popescu, Marian Cristian Mihaescu
2024	—	`ed.`	AI Approaches for Designing and Evaluating Interactive Intelligent Systems - Selected and Revised Papers from RoCHI 2022 RoCHI (Selected Papers) Christophe Kolski, Marian Cristian Mihaescu, Traian Rebedea
2024	C	`conf`	Detection of Topics from Video Transcripts by ML/DL Techniques. INISTA Octavian Gabriel Ploscaru, Paul-Stefan Popescu, Marian Cristian Mihaescu, Stella Heras, Vicente Julián
2024	—	`conf`	Hotel's Price Prediction Based on Country Specific Data. IDEAL (2) Andrei Balan, Paul-Stefan Popescu, Marian Cristian Mihaescu
2024	—	`conf`	Microservice-Based Distributed Application for Unifying Social Networks. BCI Theodor Stanica, Mirel Cosulschi, Marian Cristian Mihaescu, Florin Slabu
2024	—	`conf`	Smart Eco Driving Assistant. ICUSI Ion Cojocaru, Paul-Stefan Popescu, Marian Cristian Mihaescu
2024	—	`conf`	Smart Sign Language Decoder. IDEAL (2) Constantin Marius Costescu, Paul-Stefan Popescu, Marian Cristian Mihaescu
2024	—	`conf`	SmartReviewHub: An AI Based Scientific Conference Management System. ICUSI Mihail Popescu, Paul-Stefan Popescu, Marian Cristian Mihaescu
2024	—	`conf`	Using Data Augmentation for Improving Text Summarization. IDEAL (2) Daniel Constantin, Marian Cristian Mihaescu, Stella Heras, Jaume Jordán, Javier Palanca, Vicente Julián
2023	—	`conf`	Machine Learning System for Natural Language to SQL Translation. RoCHI Rares Mihai Dinu, Marian Cristian Mihaescu, Traian Rebedea
2023	—	`conf`	Movie recommender system app based on natural language processing. RoCHI Diana Iulia Bleoanca, Costel Ionascu, Marian Cristian Mihaescu
2023	—	`conf`	Working with Legacy Code for Upgrading Tesys e-Learning Platform. RoCHI Gabriela-Cristiana Costache, Paul-Stefan Popescu, Marian Cristian Mihaescu, Costel Ionascu
2022	—	`conf`	A multidimensional model of Google Classroom usability in use during the Covid19 pandemic. RoCHI Paul-Stefan Popescu, Costel Ionascu, Marian Cristian Mihaescu, Costin Pribeanu
2022	—	`conf`	Analysis of students' perceptions of Google Classroom during the pandemic. RoCHI Costel Ionascu, Paul-Stefan Popescu, Marian Cristian Mihaescu, Costin Pribeanu
2022	—	`conf`	Driver Behaviour Analysis based on Deep Learning Algorithms. RoCHI Ion Cojocaru, Paul-Stefan Popescu, Marian Cristian Mihaescu
2022	—	`conf`	Evaluation of the Driving Behaviour Models with Newly Collected Data. RoCHI (Selected Papers) Paul-Stefan Popescu, Ion Cojocaru, Marian Cristian Mihaescu
2022	—	`conf`	MusicBud: A Music Recommendation System Based on Deep Learning algorithms. RoCHI Marius Andrei Negret, Paul-Stefan Popescu, Mihai Mocanu, Marian Cristian Mihaescu
2022	J	`jnl`	Parametrized MTree Clusterer for Weka. Informatica (Slovenia) Marian Cristian Mihaescu, Marius Andrei Ciurez
2021	J	`jnl`	Classification of educational videos by using a semi-supervised learning method on transcripts and keywords. Neurocomputing Alexandru Stefan Stoica, Stella Heras, Javier Palanca, Vicente Julián, Marian Cristian Mihaescu
2021	C	`conf`	Combining Encoplot and NLP Based Deep Learning for Plagiarism Detection. IDEAL Ciprian Amzuloiu, Marian Cristian Mihaescu, Traian Rebedea
2021	C	`conf`	Multi Language Application of Previously Developed Transcripts Classifier. IDEAL Theodora Danciulescu, Stella Heras, Javier Palanca, Vicente Julián, Marian Cristian Mihaescu
2021	J	`jnl`	Review on publicly available datasets for educational data mining. WIREs Data Mining Knowl. Discov. Marian Cristian Mihaescu, Paul-Stefan Popescu
2021	C	`conf`	Spell Checker Application Based on Levenshtein Automaton. IDEAL Alexandru Buse-Dragomir, Paul-Stefan Popescu, Marian Cristian Mihaescu
2021	C	`conf`	Unsupervised Detection of Solving Strategies for Competitive Programming. IDEAL Alexandru Stefan Stoica, Daniel Babiceanu, Marian Cristian Mihaescu, Traian Rebedea
2021	C	`conf`	Validation of Video Retrieval by Kappa Measure for Inter-Judge Agreement. IDEAL Diana Iulia Bleoanca, Stella Heras, Javier Palanca, Vicente Julián, Marian Cristian Mihaescu
2020	—	`conf`	LSI Based Mechanism for Educational Videos Retrieval by Transcripts Processing. IDEAL (1) Diana Iulia Bleoanca, Stella Heras, Javier Palanca, Vicente Julián, Marian Cristian Mihaescu
2020	—	`conf`	Student Testing Activity Dataset from Data Structures Course. RoCHI Paul-Stefan Popescu, Marian Cristian Mihaescu, Oana Maria Teodorescu, Mihai Mocanu
2019	Misc	`conf`	A Semi-supervised Method to Classify Educational Videos. HAIS Alexandru Stefan Stoica, Stella Heras, Javier Palanca, Vicente Julián, Marian Cristian Mihaescu
2019	Misc	`conf`	Automatic Categorization of Educational Videos According to Learning Styles. SoftCOM Marius Andrei Ciurez, Marian Cristian Mihaescu, Maite Giménez, Stella Heras, Javier Palanca, Vicente Julián
2019	Misc	`conf`	Custom Validation Procedure for Tesys Recommender System. SoftCOM Oana Maria Teodorescu, Paul-Stefan Popescu, Mihai Mocanu, Marian Cristian Mihaescu
2019	Misc	`conf`	Towards a Custom Designed Mechanism for Indexing and Retrieving Video Transcripts. HAIS Gabriel Turcu, Stella Heras, Javier Palanca, Vicente Julián, Marian Cristian Mihaescu
2019	Misc	`conf`	Video Transcript Indexing and Retrieval Procedure. SoftCOM Gabi Turcu, Marian Cristian Mihaescu, Stella Heras, Javier Palanca, Vicente Julián
2018	Misc	`conf`	An e-Exam Platform Approach to Enhance University Academic Student's Learning Performance. IDC Radu Albastroiu, Anisia Iova, Filipe Gonçalves, Marian Cristian Mihaescu, Paulo Novais
2018	—	`conf`	Exploring the Perceived Usefulness and Attitude Towards Using Tesys e-Learning Platform. IDEAL (1) Paul-Stefan Popescu, Costel Ionascu, Marian Cristian Mihaescu
2018	—	`conf`	Improved Architectural Redesign of MTree Clusterer in the Context of Image Segmentation. IDEAL (1) Marius Andrei Ciurez, Marian Cristian Mihaescu
2018	—	`conf`	Peak Alpha Based Neurofeedback Training Within Survival Shooter Game. IDEAL (1) Radu AbuRas, Gabriel Turcu, Ilkka Kosunen, Marian Cristian Mihaescu
2018	—	`conf`	Taking e-Assessment Quizzes - A Case Study with an SVD Based Recommender System. IDEAL (1) Oana Maria Teodorescu, Paul-Stefan Popescu, Marian Cristian Mihaescu
2017	—	`ed.`	14th International Conference on Human Computer Interaction, RoCHI 2017, Craiova, Romania, September 11-12, 2017. RoCHI Marian Cristian Mihaescu
2017	J	`jnl`	Data analysis on social media traces for detection of "spam" and "don't care" learners. J. Supercomput. Marian Cristian Mihaescu, Paul-Stefan Popescu, Elvira Popescu
2016	Misc	`conf`	Design of an Advanced Smart Forum for Tesys e-Learning Platform. AIAI Paul-Stefan Popescu, Mihai Mocanu, Costel Ionascu, Marian Cristian Mihaescu
2016	—	`conf`	Evaluation of the Tesys e-Learning platform's interface. RoCHI Paul-Stefan Popescu, Marian Cristian Mihaescu, Mihai Mocanu, Costel Ionascu
2016	Misc	`conf`	Extracting Patterns from Educational Traces via Clustering and Associated Quality Metrics. AIMSA Marian Cristian Mihaescu, Alexandru Virgil Tanasie, Mihai Dascalu, Stefan Trausan-Matu
2016	B	`conf`	Using Ranking and Multiple Linear Regression to Explore the Impact of Social Media Engagement on Student Performance. ICALT Paul-Stefan Popescu, Marian Cristian Mihaescu, Elvira Popescu, Mihai Mocanu
2015	—	`conf`	Integrating an Advanced Classifier in WEKA. EDM (Workshops) Paul-Stefan Popescu, Mihai Mocanu, Marian Cristian Mihaescu
2015	B	`conf`	Intelligent Tutor Recommender System for On-Line Educational Environments. EDM Marian Cristian Mihaescu, Paul-Stefan Popescu, Costel Marian Ionascu
2015	J	`jnl`	J48 list ranker based on advanced classifier decision tree induction. Int. J. Comput. Intell. Stud. Marian Cristian Mihaescu, Paul-Stefan Popescu, Dumitru Dan Burdescu
2015	—	`conf`	Messaging activity impact on learner's profiling. IISA Paul-Stefan Popescu, Mihai Mocanu, Dumitru Dan Burdescu, Marian Cristian Mihaescu
2015	B	`ed.`	Proceedings of the 8th International Conference on Educational Data Mining, EDM 2015, Madrid, Spain, June 26-29, 2015 EDM Olga C. Santos, Jesus Boticario, Cristóbal Romero, Mykola Pechenizkiy, Agathe Merceron, Piotr Mitros, José María Luna, Marian Cristian Mihaescu, Pablo Moreno, Arnon Hershkovitz, Sebastián Ventura, Michel C. Desmarais
2014	C	`conf`	An Optimized Version of the K-Means Clustering Algorithm. FedCSIS Cosmin Marian Poteras, Marian Cristian Mihaescu, Mihai Mocanu
2014	—	`conf`	Building an advanced dense classifier. IISA Paul-Stefan Popescu, Marian Cristian Mihaescu, Mihai Mocanu, Dumitru Dan Burdescu
2014	J	`jnl`	Use Case of Cognitive and HCI Analysis for an E-Learning Tool. Informatica (Slovenia) Marian Cristian Mihaescu, Mihaela Gabriela Tacu, Dumitru Dan Burdescu
2013	—	`conf`	Advanced Messaging System for On-Line Educational Environments. IIMSS Mihai Mocanu, Paul-Stefan Popescu, Dumitru Dan Burdescu, Marian Cristian Mihaescu
2013	C	`conf`	Architectural Redesign of a Distributed Execution Environment. FedCSIS Cosmin Marian Poteras, Mihai Mocanu, Marian Cristian Mihaescu
2013	J	`jnl`	Software Architectures of Applications Used for Enhancing On-line Educational Environments. Int. J. Comput. Sci. Appl. Marian Cristian Mihaescu
2013	B	`conf`	Students Activity Visualization Tool. EDM Marius Stefan Chiritoiu, Marian Cristian Mihaescu, Dumitru Dan Burdescu
2012	—	`conf`	Classification of users by using support vector machines. WIMS Marian Cristian Mihaescu
2012	J	`jnl`	DCFMS: Data Handling Distributed System for Achieving High Data Availability. Int. J. Comput. Sci. Appl. Cosmin Marian Poteras, Mihai Mocanu, Marian Cristian Mihaescu
2012	C	`conf`	The Design of eLeTK - Software System for Enhancing On-Line Educational Environments. FedCSIS Marian Cristian Mihaescu
2012	J	`jnl`	Using Learner's Classification Methodology for Building Intelligent Interaction Design. Int. J. Comput. Sci. Appl. Marian Cristian Mihaescu
2012	J	`jnl`	Using M Tree Data Structure as Unsupervised Classification Method. Informatica (Slovenia) Marian Cristian Mihaescu, Dumitru Dan Burdescu
2011	C	`conf`	Classification of Learners Using Linear Regression. FedCSIS Marian Cristian Mihaescu
2011	C	`conf`	DCFMS: A Chunk-Based Distributed File System for Supporting Multimedia Communication. FedCSIS Cosmin Marian Poteras, Constantin Petrisor, Mihai Mocanu, Marian Cristian Mihaescu
2011	J	`jnl`	Software Architecture for Building Intelligent User Interfaces Based on Data Mining Integration. Int. J. Comput. Sci. Appl. Marian Cristian Mihaescu
2010	—	`conf`	Building Personalized Interfaces by Data Mining Integration. IMCSIT Marian Cristian Mihaescu
2010	J	`jnl`	Expanding Mental Outlook with the Help of Concept Maps. Informatica (Slovenia) Dumitru Dan Burdescu, Marian Cristian Mihaescu, Costel Marian Ionascu, Ionut Buligiu, Bogdan Logofatu
2010	B	`conf`	Support System for e-Learning Environment Based on Learning Activities and Processes. RCIS Dumitru Dan Burdescu, Marian Cristian Mihaescu, Costel Marian Ionascu, Bogdan Logofatu
2010	Misc	`conf`	Web Based Simulation Architecture for Designing High Quality Distributed e-Learning Systems. PDPTA Dumitru Dan Burdescu, Marian Cristian Mihaescu, Costel Marian Ionascu, Bogdan Logofatu
2009	—	`conf`	Database Kernel for Image Retrieval. MMEDIA Cosmin Stoica Spahiu, Marian Cristian Mihaescu, Liana Stanescu, Dumitru Dan Burdescu, Marius Brezovan
2009	—	`conf`	Intelligent Educational System Based on Personal Agents. KES IIMSS Marian Cristian Mihaescu, Dumitru Dan Burdescu, Costel Marian Ionascu, Bogdan Logofatu
2009	Misc	`conf`	Obtaining Knowledge Using Educational Data Mining. IDC Marian Cristian Mihaescu, Dumitru Dan Burdescu, Mihai Mocanu, Costel Marian Ionascu
2009	—	`conf`	eLeTK: Component Based Framework Used for Knowledge Discovery in e-Learning Systems. Software Engineering Research and Practice Dumitru Dan Burdescu, Marian Cristian Mihaescu, Costel Marian Ionascu, Bogdan Logofatu
2008	—	`conf`	A Structure for Management of Requirements Set for e-Learning Applications. SEAFOOD Dumitru Dan Burdescu, Marian Cristian Mihaescu, Bogdan Logofatu
2008	—	`conf`	Building a Decision Support System for Students by Using Concept Maps. ICEIS (2) Dumitru Dan Burdescu, Marian Cristian Mihaescu, Bogdan Logofatu
2008	—	`conf`	Embedding Knowledge Management into Business Logic of E-learning Platform for Obtaining Adaptivity. ISD Dumitru Dan Burdescu, Marian Cristian Mihaescu, Bogdan Logofatu
2008	C	`conf`	Employing Bayes Classifier for Improving Learner's Proficiency. ICIW Dumitru Dan Burdescu, Marian Cristian Mihaescu, Bogdan Logofatu
2008	—	`conf`	Enhancing Blended Learning By Machine Learning Techniques. e-Learning Dumitru Dan Burdescu, Marian Cristian Mihaescu, Bogdan Logofatu
2008	B	`conf`	Knowledge evaluation procedure based on concept maps. RCIS Dumitru Dan Burdescu, Marian Cristian Mihaescu, Bogdan Logofatu
2008	—	`conf`	Managing Requirements for e-Learning Platforms. Software Engineering Research and Practice Dumitru Dan Burdescu, Marian Cristian Mihaescu, Bogdan Logofatu
2008	B	`conf`	Personalized Content Delivery by Usage of Concept Maps and Naïve Bayes Classifier. ICALT Dumitru Dan Burdescu, Marian Cristian Mihaescu, Bogdan Logofatu
2008	—	`conf`	Question recommender with ML business logic. ITI Dumitru Dan Burdescu, Marian Cristian Mihaescu, Bogdan Logofatu
2007	—	`conf`	An Improved Platform for Medical E-Learning. ICWL Liana Stanescu, Marian Cristian Mihaescu, Dumitru Dan Burdescu, Eugen Georgescu, Ligia Florea
2007	—	`conf`	Classification of Students using their Data Traffic within an e-Learning Platform. ICE-B Marian Cristian Mihaescu, Dumitru Dan Burdescu
2007	—	`conf`	Increase Performance by Combining Models of Analysis on Real Data. ICSOFT (PL/DPS/KE/MUSE) Dumitru Dan Burdescu, Marian Cristian Mihaescu
2007	—	`conf`	Software Engineering Architecture for Development of Learning Management Systems. Software Engineering Research and Practice Dumitru Dan Burdescu, Marian Cristian Mihaescu
2007	—	`conf`	Towards Building Fair and Accurate Evaluation Environments. SIGMAP Dumitru Dan Burdescu, Marian Cristian Mihaescu
2006	—	`conf`	Development of Quality Software For On-Line Learning. ITRE Dumitru Dan Burdescu, Marian Cristian Mihaescu
2006	J	`jnl`	How Learner's Proficiency May Be Increased Using Knowledge about Users within an E-Learning Platform. Informatica (Slovenia) Dumitru Dan Burdescu, Marian Cristian Mihaescu
2006	—	`conf`	TESYS: e-Learning Application Built on a Web Platform. ICE-B Dumitru Dan Burdescu, Marian Cristian Mihaescu