Mihaela Cocea

Publication Activity (10 Years)

Years Active: 2006-2019
Publications (10 Years): 43

Top Topics

Sentiment Analysis

Text Classification

Cultural Heritage

Top Venues

Publications

Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea
Domain Specific Grammar based Classification for Factoid Questions. WEBIST (2019)
Fatima Chiroma, Mihaela Cocea, Han Liu
Detection of Suicidal Twitter Posts. UKCI (2019)
Alaa S. A. Alkhafaji, Sanaz Fallahkhair, Mihaela Cocea
Design Challenges for Mobile and Wearable Systems to Support Learning on-the-move at Outdoor Cultural Heritage Sites. INTERACT (3) (2019)
Han Liu, Shyi-Ming Chen, Mihaela Cocea
Subclass-based semi-random data partitioning for improving sample representativeness. Inf. Sci. 478 (2019)
Zainab Mutlaq Ibrahim, Mohamed Bader-El-Den, Mihaela Cocea
Improving Imbalanced Students' Text Feedback Classification Using Re-sampling Based Approach. UKCI (2019)
Han Liu, Shyi-Ming Chen, Mihaela Cocea
Heuristic target class selection for advancing performance of coverage-based rule learning. Inf. Sci. 479 (2019)
Safwan Shatnawi, Mohamed Medhat Gaber, Mihaela Cocea
A Heuristically Modified FP-Tree for Ontology Learning with Applications in Education. CoRR (2019)
Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea
A customised grammar framework for query classification. Expert Syst. Appl. 135 (2019)
Ahmed M. Abubahia, Salem Chakhar, Mihaela Cocea
Preference Learning Based Decision Map Algebra: Specification and Implementation. UKCI (2019)
Han Liu, Mihaela Cocea, Weili Ding
J-Measure Based Pruning for Advancing Classification Performance of Information Entropy Based Rule Generation. ICMLC (2018)
Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea
Detecting Question Intention Using a K-Nearest Neighbor Based Approach. AIAI (Workshops) (2018)
Han Liu, Mihaela Cocea
Fuzzy rule based systems for gender classification from blog data. ICACI (2018)
Fatima Chiroma, Han Liu, Mihaela Cocea
Suiciderelated Text Classification With Prism Algorithm. ICMLC (2018)
Zainab Mutlaq Ibrahim, Mohamed Bahy Bader-El-Den, Mihaela Cocea
A Data Mining Framework for Analyzing Students' Feedback of Assessment. EC-TEL (Doctoral Consortium) (2018)
Alaa Mohasseb, Mohamed Bahy Bader-El-Den, Mihaela Cocea
Analysis of The Syntactical Structure Of Web Queries. ICMLC (2018)
Ahmed Abubahia, Mihaela Cocea
Evaluating the topological quality of watermarked vector maps. Appl. Soft Comput. 71 (2018)
Alaa S. A. Alkhafaji, Sanaz Fallahkhair, Mihaela Cocea
Design recommendations for designing smart and ubiquitous learning environments to be used at outdoor cultural heritage. IxD&A 39 (2018)
Fatima Chiroma, Han Liu, Mihaela Cocea
Text Classification For Suicide Related Tweets. ICMLC (2018)
Oluwatobi Fajana, Gareth Owenson, Mihaela Cocea
TorBot Stalker: Detecting Tor Botnets Through Intelligent Circuit Data Analysis. NCA (2018)
Alaa Mohasseb, Mohamed Bahy Bader-El-Den, Mihaela Cocea, Han Liu
Improving Imbalanced Question Classification Using Structured Smote Based Approach. ICMLC (2018)
Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea
Question categorization and classification using grammar based approach. Inf. Process. Manag. 54 (6) (2018)
Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea
Classification of factoid questions intent using grammatical features. ICT Express 4 (4) (2018)
Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea
Towards Context-Aware Syntax Parsing and Tagging. ICCSW (2018)
Fatima Chiroma, Mihaela Cocea, Han Liu
Evaluation of Rule-Based Learning and Feature Selection Approaches For Classification. ICCSW (2018)
Han Liu, Fatima Chiroma, Mihaela Cocea
Identification and Classification of Misogynous Tweets Using Multi-classifier Fusion. IberEval@SEPLN (2018)
Han Liu, Mihaela Cocea
Induction of classification rules by Gini-index based rule generation. Inf. Sci. (2018)
Zainab Mutlaq Ibrahim, Mohamed Bader-El-Den, Mihaela Cocea
Mining Unit Feedback to Explore Students' Learning Experiences. UKCI (2018)
Alaa Mohasseb, Mohamed Bader-El-Den, Han Liu, Mihaela Cocea
Domain specific syntax based approach for text classification in machine learning context. ICMLC (2017)
Han Liu, Mihaela Cocea, Weili Ding
Decision tree learning based feature evaluation and selection for image classification. ICMLC (2017)
Han Liu, Alexander E. Gegov, Mihaela Cocea
Rule Based Networks: An Efficient and Interpretable Representation of Computational Models. J. Artif. Intell. Soft Comput. Res. 7 (2) (2017)
Han Liu, Mihaela Cocea, Alaa Mohasseb, Mohamed Bader
Transformation of discriminative single-task classification into generative multi-task classification in machine learning context. ICACI (2017)
Alaa Mohasseb, Mohamed Bader-El-Den, Andreas Kanavos, Mihaela Cocea
Web Queries Classification Based on the Syntactical Patterns of Search Types. SPECOM (2017)
Ahmed Abubahia, Mihaela Cocea
Advancements in GIS map copyright protection schemes - a critical review. Multim. Tools Appl. 76 (10) (2017)
Chris Jefferson, Han Liu, Mihaela Cocea
Fuzzy approach for sentiment analysis. FUZZ-IEEE (2017)
Alaa S. A. Alkhafaji, Mihaela Cocea, Jonathan Crellin, Sanaz Fallahkhair
Guidelines for designing a smart and ubiquitous learning environment with respect to cultural heritage. RCIS (2017)
Mihaela Cocea, George D. Magoulas
Design and Evaluation of a Case-Based System for Modelling Exploratory Learning Behavior of Math Generalization. IEEE Trans. Learn. Technol. 10 (4) (2017)
Nabeela Altrabsheh, Mihaela Cocea, Sanaz Fallahkhair, Khaldoon Dhou
Evaluation of the SA-E System for Analysis of Students' Real-Time Feedback. ICALT (2017)
Ginger Saltos, Mihaela Cocea
An Exploration of Crime Prediction Using Data Mining on Open Data. Int. J. Inf. Technol. Decis. Mak. 16 (5) (2017)
Han Liu, Mihaela Cocea
Fuzzy rule based systems for interpretable sentiment analysis. ICACI (2017)
Alaa S. A. Alkhafaji, Sanaz Fallahkhair, Mihaela Cocea, Jonathan Crellin
A Survey Study to Gather Requirements for Designing a Mobile Service to Enhance Learning from Cultural Heritage. EC-TEL (2016)
Han Liu, Alexander E. Gegov, Mihaela Cocea
Collaborative rule generation: An ensemble learning approach. J. Intell. Fuzzy Syst. 30 (4) (2016)
Han Liu, Alexander E. Gegov, Mihaela Cocea
Nature and biology inspired approach of classification towards reduction of bias in machine learning. ICMLC (2016)
Han Liu, Alexander E. Gegov, Mihaela Cocea
Complexity Control in Rule Based Models for Classification in Machine Learning Context. UKCI (2016)
Mihaela Cocea, George D. Magoulas
Participatory Learner Modelling Design: A methodology for iterative learner models development. Inf. Sci. 321 (2015)
Nabeela Altrabsheh, Mihaela Cocea, Sanaz Fallahkhair
Predicting Learning-Related Emotions from Students' Textual Classroom Feedback. EDM (2015)
Han Liu, Alexander E. Gegov, Mihaela Cocea
Network based rule representation for knowledge discovery and predictive modelling. FUZZ-IEEE (2015)
Han Liu, Alexander E. Gegov, Mihaela Cocea
Hybrid ensemble learning approach for generation of classification rules. ICMLC (2015)
Ahmed M. Abubahia, Mihaela Cocea
Exploiting Vector Map Properties for GIS Data Copyright Protection. ICTAI (2015)
Nabeela Altrabsheh, Mihaela Cocea, Sanaz Fallahkhair
Predicting Students' Emotions Using Machine Learning Techniques. AIED (2015)
Ahmed Abubahia, Mihaela Cocea
A Clustering Approach for Protecting GIS Vector Data. CAiSE (2015)
Nabeela Altrabsheh, Mihaela Cocea, Sanaz Fallahkhair
Detecting Sarcasm from Students' Feedback in Twitter. EC-TEL (2015)
Safwan Shatnawi, Mohamed Medhat Gaber, Mihaela Cocea
Automatic Content Related Feedback for MOOCs Based on Course Domain Ontology. IDEAL (2014)
Ahmed Abubahia, Mihaela Cocea
Partition Clustering for GIS Map Data Protection. ICTAI (2014)
Nabeela Altrabsheh, Mihaela Cocea, Sanaz Fallahkhair
Sentiment Analysis: Towards a Tool for Analysing Real-Time Students Feedback. ICTAI (2014)
Nabeela Altrabsheh, Mihaela Cocea, Sanaz Fallahkhair
Learning Sentiment from Students' Feedback for Real-Time Interventions in Classrooms. ICAIS (2014)
Alaa S. A. Alkhafaji, Sanaz Fallahkhair, Mihaela Cocea
Smart Ambient: A Pilot Study to Contextualise a Location-Based Mobile Application to Support Informal Learning from Cultural Heritage Sites. ICALT (2014)
Mihaela Cocea, George D. Magoulas
User behaviour-driven group formation through case-based reasoning and clustering. Expert Syst. Appl. 39 (10) (2012)
Mihaela Cocea, George D. Magoulas
Learning Task-Related Strategies from User Data through Clustering. ICALT (2012)
Mihaela Cocea, George D. Magoulas
Context-Dependent Feedback Prioritisation in Exploratory Learning Revisited. UMAP (2011)
Mihaela Cocea, Stephan Weibelzahl
Disengagement Detection in Online Learning: Validation Studies and Perspectives. IEEE Trans. Learn. Technol. 4 (2) (2011)
Sergio Gutiérrez Santos, Mihaela Cocea, George D. Magoulas
A Case-Based Reasoning Approach to Provide Adaptive Feedback in Microworlds. Intelligent Tutoring Systems (2) (2010)
Mihaela Cocea, Sergio Gutiérrez Santos, George D. Magoulas
Adaptive Modelling of Users' Strategies in Exploratory Learning Using Case-Based Reasoning. KES (2) (2010)
Mihaela Cocea, George D. Magoulas
Group Formation for Collaboration in Exploratory Learning Using Group Technology Techniques. KES (2) (2010)
Mihaela Cocea, George D. Magoulas
Identifying user strategies in exploratory learning with evolving task modelling. IEEE Conf. of Intelligent Systems (2010)
Ryan Shaun Joazeiro de Baker, Adriana M. J. B. de Carvalho, Jay Raspat, Vincent Aleven, Albert T. Corbett, Kenneth R. Koedinger, Mihaela Cocea, Arnon Hershkovitz
Educational data mining methods for studying student behaviors minute by minute across an entire school year. ICLS (2010)
Mihaela Cocea, Stephan Weibelzahl
Log file analysis for disengagement detection in e-Learning environments. User Model. User Adapt. Interact. 19 (4) (2009)
Mihaela Cocea, George D. Magoulas
Identifying strategies in user's exploratory learning behaviour for mathematical generalisation. AIED (2009)
Mihaela Cocea, Arnon Hershkovitz, Ryan Shaun Joazeiro de Baker
The Impact of Off-task and Gaming Behaviors on Learning: Immediate or Aggregate? AIED (2009)
Darren Pearce, Eirini Geraniou, Sergio Gutiérrez Santos, Manolis Mavrikis, Mihaela Cocea, Celia Hoyles, Ken Kahn, George D. Magoulas, Richard Noss, Alexandra Poulovassilis, Niall Winters
An Eco-Friendly Intelligent Environment for Exploring Mathematical Generalisation. AIED (2009)
Mihaela Cocea, George D. Magoulas
Hybrid model for learner modelling and feedback prioritisation in exploratory learning. Int. J. Hybrid Intell. Syst. 6 (4) (2009)
Mihaela Cocea, George D. Magoulas
Context-Dependent Personalised Feedback Prioritisation in Exploratory Learning for Mathematical Generalisation. UMAP (2009)
Mihaela Cocea
Learner Modelling in Exploratory Learning for Mathematical Generalisation. AH (2008)
Mihaela Cocea, Stephan Weibelzahl
Eliciting Motivation Knowledge from Log Files Towards Motivation Diagnosis for Adaptive Systems. User Modeling (2007)
Mihaela Cocea
Learning Engagement: What Actions of Learners Could Best Predict It? AIED (2007)
Mihaela Cocea, Stephan Weibelzahl
Cross-System Validation of Engagement Prediction from Log Files. EC-TEL (2007)
Mihaela Cocea
Assessment of Motivation in Online Learning Environments. AH (2006)
Mihaela Cocea, Stephan Weibelzahl
Can Log Files Analysis Estimate Learners' Level of Motivation? LWA (2006)