Marian Cristian Mihaescu

Marius Andrei Ciurez

Informatica (Slovenia), 2022

A multidimensional model of Google Classroom usability in use during the Covid19 pandemic.

[BibT_eX]

Costin Pribeanu

Proceedings of the 19th International Conference on Human-Computer Interaction, 2022

Evaluation of the Driving Behaviour Models with Newly Collected Data.

[BibT_eX]

[DOI]

Ion Cojocaru

Proceedings of the AI Approaches for Designing and Evaluating Interactive Intelligent Systems, 2022

MusicBud: A Music Recommendation System Based on Deep Learning algorithms.

[BibT_eX]

Marius Andrei Negret

Proceedings of the 19th International Conference on Human-Computer Interaction, 2022

Analysis of students' perceptions of Google Classroom during the pandemic.

[BibT_eX]

Costin Pribeanu

Proceedings of the 19th International Conference on Human-Computer Interaction, 2022

Driver Behaviour Analysis based on Deep Learning Algorithms.

[BibT_eX]

Ion Cojocaru

Proceedings of the 19th International Conference on Human-Computer Interaction, 2022

2021

Review on publicly available datasets for educational data mining.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2021

Classification of educational videos by using a semi-supervised learning method on transcripts and keywords.

[BibT_eX]

[DOI]

Alexandru Stefan Stoica

Stella Heras

Javier Palanca

Vicente Julián

Neurocomputing, 2021

Unsupervised Detection of Solving Strategies for Competitive Programming.

[BibT_eX]

[DOI]

Alexandru Stefan Stoica

Daniel Babiceanu

Traian Rebedea

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

Multi Language Application of Previously Developed Transcripts Classifier.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

Spell Checker Application Based on Levenshtein Automaton.

[BibT_eX]

[DOI]

Alexandru Buse-Dragomir

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

Validation of Video Retrieval by Kappa Measure for Inter-Judge Agreement.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

Combining Encoplot and NLP Based Deep Learning for Plagiarism Detection.

[BibT_eX]

[DOI]

Ciprian Amzuloiu

Traian Rebedea

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

2020

Student Testing Activity Dataset from Data Structures Course.

[BibT_eX]

[DOI]

Oana Maria Teodorescu

Proceedings of the 17th International Conference on Human-Computer Interaction, 2020

LSI Based Mechanism for Educational Videos Retrieval by Transcripts Processing.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

More Data and Better Keywords Imply Better Educational Transcript Classification?

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Educational Data Mining, 2020

2019

Video Transcript Indexing and Retrieval Procedure.

[BibT_eX]

[DOI]

Gabi Turcu

Stella Heras

Javier Palanca

Vicente Julián

Proceedings of the 2019 International Conference on Software, 2019

Custom Validation Procedure for Tesys Recommender System.

[BibT_eX]

[DOI]

Oana Maria Teodorescu

Proceedings of the 2019 International Conference on Software, 2019

Automatic Categorization of Educational Videos According to Learning Styles.

[BibT_eX]

[DOI]

Marius Andrei Ciurez

Proceedings of the 2019 International Conference on Software, 2019

Towards a Custom Designed Mechanism for Indexing and Retrieving Video Transcripts.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

A Semi-supervised Method to Classify Educational Videos.

[BibT_eX]

[DOI]

Alexandru Stefan Stoica

Stella Heras

Javier Palanca

Vicente Julián

Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

2018

Usability evaluation of Tesys e-Learning platform.

[BibT_eX]

[DOI]

Cristian Mihaescu

Dragos Daniel Iordache

Costin Pribeanu

Proceedings of the 15th International Conference on Human Computer Interaction, 2018

Taking e-Assessment Quizzes - A Case Study with an SVD Based Recommender System.

[BibT_eX]

[DOI]

Oana Maria Teodorescu

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Exploring the Perceived Usefulness and Attitude Towards Using Tesys e-Learning Platform.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Improved Architectural Redesign of MTree Clusterer in the Context of Image Segmentation.

[BibT_eX]

[DOI]

Marius Andrei Ciurez

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Peak Alpha Based Neurofeedback Training Within Survival Shooter Game.

[BibT_eX]

[DOI]

Radu AbuRas

Gabriel Turcu

Ilkka Kosunen

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

An e-Exam Platform Approach to Enhance University Academic Student's Learning Performance.

[BibT_eX]

[DOI]

Radu Albastroiu

Anisia Iova

Filipe Gonçalves

Paulo Novais

Proceedings of the Intelligent Distributed Computing XII, 2018

2017

Data analysis on social media traces for detection of "spam" and "don't care" learners.

[BibT_eX]

[DOI]

Elvira Popescu

J. Supercomput., 2017

Exploring the Perceived Ease of Use by Professors in Tesys e-Learning Platform.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Human Computer Interaction, 2017

Generating Alerts for Drops in Student Activity Levels in a Social Learning Environment.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web-Based Learning - ICWL 2017, 2017

2016

Evaluation of the Tesys e-Learning platform's interface.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Human Computer Interaction, 2016

Design of an Advanced Smart Forum for Tesys e-Learning Platform.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2016

Using Ranking and Multiple Linear Regression to Explore the Impact of Social Media Engagement on Student Performance.

[BibT_eX]

[DOI]

Elvira Popescu

Proceedings of the 16th IEEE International Conference on Advanced Learning Technologies, 2016

Extracting Patterns from Educational Traces via Clustering and Associated Quality Metrics.

[BibT_eX]

[DOI]

Alexandru Virgil Tanasie

Mihai Dascalu

Stefan Trausan-Matu

Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2016

2015

J48 list ranker based on advanced classifier decision tree induction.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Stud., 2015

Messaging activity impact on learner's profiling.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Information, 2015

Integrating an Advanced Classifier in WEKA.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of EDM 2015 8th International Conference on Educational Data Mining, 2015

Intelligent Tutor Recommender System for On-Line Educational Environments.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Educational Data Mining, 2015

2014

Use Case of Cognitive and HCI Analysis for an E-Learning Tool.

[BibT_eX]

[DOI]

Mihaela Gabriela Tacu

Informatica (Slovenia), 2014

Building an advanced dense classifier.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Information, 2014

An Optimized Version of the K-Means Clustering Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

2013

Software Architectures of Applications Used for Enhancing On-line Educational Environments.

[BibT_eX]

[DOI]

Int. J. Comput. Sci. Appl., 2013

Advanced Messaging System for On-Line Educational Environments.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Interactive Multimedia Systems and Services, 2013

Architectural Redesign of a Distributed Execution Environment.

[BibT_eX]

[DOI]

Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

Students Activity Visualization Tool.

[BibT_eX]

[DOI]

Marius Stefan Chiritoiu

Proceedings of the 6th International Conference on Educational Data Mining, 2013

2012

Using M Tree Data Structure as Unsupervised Classification Method.

[BibT_eX]

[DOI]

Informatica (Slovenia), 2012

DCFMS: Data Handling Distributed System for Achieving High Data Availability.

[BibT_eX]

[DOI]

Int. J. Comput. Sci. Appl., 2012

Using Learner's Classification Methodology for Building Intelligent Interaction Design.

[BibT_eX]

[DOI]

Int. J. Comput. Sci. Appl., 2012

Classification of users by using support vector machines.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics, 2012

The Design of eLeTK - Software System for Enhancing On-Line Educational Environments.

[BibT_eX]

[DOI]

Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

2011

Software Architecture for Building Intelligent User Interfaces Based on Data Mining Integration.

[BibT_eX]

[DOI]

Int. J. Comput. Sci. Appl., 2011

DCFMS: A Chunk-Based Distributed File System for Supporting Multimedia Communication.

[BibT_eX]

[DOI]

Constantin Petrisor

Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

Classification of Learners Using Linear Regression.

[BibT_eX]

[DOI]

Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

2010

Expanding Mental Outlook with the Help of Concept Maps.

[BibT_eX]

[DOI]

Ionut Buligiu

Informatica (Slovenia), 2010

Support System for e-Learning Environment Based on Learning Activities and Processes.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Research Challenges in Information Science, 2010

Web Based Simulation Architecture for Designing High Quality Distributed e-Learning Systems.

[BibT_eX]

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2010

Building Personalized Interfaces by Data Mining Integration.

[BibT_eX]

[DOI]

Proceedings of the International Multiconference on Computer Science and Information Technology, 2010

2009

eLeTK: Component Based Framework Used for Knowledge Discovery in e-Learning Systems.

[BibT_eX]

Proceedings of the 2009 International Conference on Software Engineering Research & Practice, 2009

Database Kernel for Image Retrieval.

[BibT_eX]

[DOI]

Cosmin Stoica Spahiu

Liana Stanescu

Marius Brezovan

Proceedings of the First International Conference on Advances in Multimedia, 2009

Intelligent Educational System Based on Personal Agents.

[BibT_eX]

[DOI]

Proceedings of the New Directions in Intelligent Interactive Multimedia Systems and Services, 2009

Obtaining Knowledge Using Educational Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Distributed Computing III, Proceedings of the 3rd International Symposium on Intelligent Distributed Computing, 2009

2008

Managing Requirements for e-Learning Platforms.

[BibT_eX]

Proceedings of the 2008 International Conference on Software Engineering Research & Practice, 2008

A Structure for Management of Requirements Set for e-Learning Applications.

[BibT_eX]

[DOI]

Proceedings of the Software Engineering Approaches for Offshore and Outsourced Development, 2008

Knowledge evaluation procedure based on concept maps.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Research Challenges in Information Science, 2008

Question recommender with ML business logic.

[BibT_eX]

[DOI]

Proceedings of the ITI 2008 30th International Conference on Information Technology Interfaces, 2008

Embedding Knowledge Management into Business Logic of E-learning Platform for Obtaining Adaptivity.

[BibT_eX]

[DOI]

Proceedings of the Information Systems Development, 2008

Employing Bayes Classifier for Improving Learner's Proficiency.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Internet and Web Applications and Services, 2008

Building a Decision Support System for Students by Using Concept Maps.

[BibT_eX]

Proceedings of the ICEIS 2008, 2008

Personalized Content Delivery by Usage of Concept Maps and Naïve Bayes Classifier.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Advanced Learning Technologies, 2008

Enhancing Blended Learning By Machine Learning Techniques.

[BibT_eX]

Proceedings of the IADIS International Conference e-Learning 2008, 2008

2007

Towards Building Fair and Accurate Evaluation Environments.

[BibT_eX]

Proceedings of the SIGMAP 2007, 2007

Software Engineering Architecture for Development of Learning Management Systems.

[BibT_eX]

Proceedings of the 2007 International Conference on Software Engineering Research & Practice, 2007

An Improved Platform for Medical E-Learning.

[BibT_eX]

[DOI]

Liana Stanescu

Eugen Georgescu

Ligia Florea

Proceedings of the Advances in Web Based Learning, 2007

Increase Performance by Combining Models of Analysis on Real Data.

[BibT_eX]

Proceedings of the ICSOFT 2007, 2007

Classification of Students using their Data Traffic within an e-Learning Platform.

[BibT_eX]

Proceedings of the ICE-B 2007, 2007

2006

How Learner's Proficiency May Be Increased Using Knowledge about Users within an E-Learning Platform.

[BibT_eX]

[DOI]

Informatica (Slovenia), 2006

Development of Quality Software For On-Line Learning.

[BibT_eX]

[DOI]

Proceedings of the ITRE 2006, 2006

TESYS: e-Learning Application Built on a Web Platform.

[BibT_eX]