Assessment of Motivation in Online Learning Environments. - Mihaela Cocea (AH, 2006)

Can Log Files Analysis Estimate Learners' Level of Motivation? - Mihaela Cocea; Stephan Weibelzahl (LWA, 2006)

Learning Engagement: What Actions of Learners Could Best Predict It? - Mihaela Cocea (AIED, 2007)

Cross-System Validation of Engagement Prediction from Log Files. - Mihaela Cocea; Stephan Weibelzahl (EC-TEL, 2007)

Eliciting Motivation Knowledge from Log Files Towards Motivation Diagnosis for Adaptive Systems. - Mihaela Cocea; Stephan Weibelzahl (User Modeling, 2007)

Learner Modelling in Exploratory Learning for Mathematical Generalisation. - Mihaela Cocea (AH, 2008)

The Impact of Off-task and Gaming Behaviors on Learning: Immediate or Aggregate? - Mihaela Cocea; Arnon Hershkovitz; Ryan Shaun Joazeiro de Baker (AIED, 2009)

Identifying strategies in user's exploratory learning behaviour for mathematical generalisation. - Mihaela Cocea; George D. Magoulas (AIED, 2009)

An Eco-Friendly Intelligent Environment for Exploring Mathematical Generalisation. - Darren Pearce; Eirini Geraniou; Sergio Gutiérrez Santos; Manolis Mavrikis; Mihaela Cocea; Celia Hoyles; Ken Kahn; George D. Magoulas; Richard Noss; Alexandra Poulovassilis; Niall Winters (AIED, 2009)

Context-Dependent Personalised Feedback Prioritisation in Exploratory Learning for Mathematical Generalisation. - Mihaela Cocea; George D. Magoulas (UMAP, 2009)

Hybrid model for learner modelling and feedback prioritisation in exploratory learning. - Mihaela Cocea; George D. Magoulas (Int. J. Hybrid Intell. Syst., 2009)

Log file analysis for disengagement detection in e-Learning environments. - Mihaela Cocea; Stephan Weibelzahl (User Model. User Adapt. Interact., 2009)

Educational data mining methods for studying student behaviors minute by minute across an entire school year. - 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 (ICLS, 2010)

Identifying user strategies in exploratory learning with evolving task modelling. - Mihaela Cocea; George D. Magoulas (IEEE Conf. of Intelligent Systems, 2010)

A Case-Based Reasoning Approach to Provide Adaptive Feedback in Microworlds. - Sergio Gutiérrez Santos; Mihaela Cocea; George D. Magoulas (Intelligent Tutoring Systems (2), 2010)

Group Formation for Collaboration in Exploratory Learning Using Group Technology Techniques. - Mihaela Cocea; George D. Magoulas (KES (2), 2010)

Adaptive Modelling of Users' Strategies in Exploratory Learning Using Case-Based Reasoning. - Mihaela Cocea; Sergio Gutiérrez Santos; George D. Magoulas (KES (2), 2010)

Context-Dependent Feedback Prioritisation in Exploratory Learning Revisited. - Mihaela Cocea; George D. Magoulas (UMAP, 2011)

Disengagement Detection in Online Learning: Validation Studies and Perspectives. - Mihaela Cocea; Stephan Weibelzahl (IEEE Trans. Learn. Technol., 2011)

Learning Task-Related Strategies from User Data through Clustering. - Mihaela Cocea; George D. Magoulas (ICALT, 2012)

User behaviour-driven group formation through case-based reasoning and clustering. - Mihaela Cocea; George D. Magoulas (Expert Syst. Appl., 2012)

Learning Sentiment from Students' Feedback for Real-Time Interventions in Classrooms. - Nabeela Altrabsheh; Mihaela Cocea; Sanaz Fallahkhair (ICAIS, 2014)

Smart Ambient: A Pilot Study to Contextualise a Location-Based Mobile Application to Support Informal Learning from Cultural Heritage Sites. - Alaa S. A. Alkhafaji; Sanaz Fallahkhair; Mihaela Cocea (ICALT, 2014)

Partition Clustering for GIS Map Data Protection. - Ahmed Abubahia; Mihaela Cocea (ICTAI, 2014)

Sentiment Analysis: Towards a Tool for Analysing Real-Time Students Feedback. - Nabeela Altrabsheh; Mihaela Cocea; Sanaz Fallahkhair (ICTAI, 2014)

Automatic Content Related Feedback for MOOCs Based on Course Domain Ontology. - Safwan Shatnawi; Mohamed Medhat Gaber; Mihaela Cocea (IDEAL, 2014)

Predicting Students' Emotions Using Machine Learning Techniques. - Nabeela Altrabsheh; Mihaela Cocea; Sanaz Fallahkhair (AIED, 2015)

A Clustering Approach for Protecting GIS Vector Data. - Ahmed Abubahia; Mihaela Cocea (CAiSE, 2015)

Detecting Sarcasm from Students' Feedback in Twitter. - Nabeela Altrabsheh; Mihaela Cocea; Sanaz Fallahkhair (EC-TEL, 2015)

Predicting Learning-Related Emotions from Students' Textual Classroom Feedback. - Nabeela Altrabsheh; Mihaela Cocea; Sanaz Fallahkhair (EDM, 2015)

Network based rule representation for knowledge discovery and predictive modelling. - Han Liu 002; Alexander E. Gegov; Mihaela Cocea (FUZZ-IEEE, 2015)

Hybrid ensemble learning approach for generation of classification rules. - Han Liu 002; Alexander E. Gegov; Mihaela Cocea (ICMLC, 2015)

Exploiting Vector Map Properties for GIS Data Copyright Protection. - Ahmed M. Abubahia; Mihaela Cocea (ICTAI, 2015)

Participatory Learner Modelling Design: A methodology for iterative learner models development. - Mihaela Cocea; George D. Magoulas (Inf. Sci., 2015)

A Survey Study to Gather Requirements for Designing a Mobile Service to Enhance Learning from Cultural Heritage. - Alaa S. A. Alkhafaji; Sanaz Fallahkhair; Mihaela Cocea; Jonathan Crellin (EC-TEL, 2016)

Nature and biology inspired approach of classification towards reduction of bias in machine learning. - Han Liu 002; Alexander E. Gegov; Mihaela Cocea (ICMLC, 2016)

Complexity Control in Rule Based Models for Classification in Machine Learning Context. - Han Liu 002; Alexander E. Gegov; Mihaela Cocea (UKCI, 2016)

Collaborative rule generation: An ensemble learning approach. - Han Liu 002; Alexander E. Gegov; Mihaela Cocea (J. Intell. Fuzzy Syst., 2016)

Interpretability of Computational Models for Sentiment Analysis. - Han Liu 002; Mihaela Cocea; Alexander E. Gegov (Sentiment Analysis and Ontology Engineering, 2016)

Fuzzy approach for sentiment analysis. - Chris Jefferson; Han Liu 002; Mihaela Cocea (FUZZ-IEEE, 2017)

Fuzzy rule based systems for interpretable sentiment analysis. - Han Liu 002; Mihaela Cocea (ICACI, 2017)

Transformation of discriminative single-task classification into generative multi-task classification in machine learning context. - Han Liu 002; Mihaela Cocea; Alaa Mohasseb; Mohamed Bader (ICACI, 2017)

Evaluation of the SA-E System for Analysis of Students' Real-Time Feedback. - Nabeela Altrabsheh; Mihaela Cocea; Sanaz Fallahkhair; Khaldoon Dhou (ICALT, 2017)

Decision tree learning based feature evaluation and selection for image classification. - Han Liu 002; Mihaela Cocea; Weili Ding (ICMLC, 2017)

Domain specific syntax based approach for text classification in machine learning context. - Alaa Mohasseb; Mohamed Bader-El-Den; Han Liu 002; Mihaela Cocea (ICMLC, 2017)

Guidelines for designing a smart and ubiquitous learning environment with respect to cultural heritage. - Alaa S. A. Alkhafaji; Mihaela Cocea; Jonathan Crellin; Sanaz Fallahkhair (RCIS, 2017)

Web Queries Classification Based on the Syntactical Patterns of Search Types. - Alaa Mohasseb; Mohamed Bader-El-Den; Andreas Kanavos; Mihaela Cocea (SPECOM, 2017)

An Exploration of Crime Prediction Using Data Mining on Open Data. - Ginger Saltos; Mihaela Cocea (Int. J. Inf. Technol. Decis. Mak., 2017)

Rule Based Networks: An Efficient and Interpretable Representation of Computational Models. - Han Liu 002; Alexander E. Gegov; Mihaela Cocea (J. Artif. Intell. Soft Comput. Res., 2017)

Advancements in GIS map copyright protection schemes - a critical review. - Ahmed Abubahia; Mihaela Cocea (Multim. Tools Appl., 2017)

Design and Evaluation of a Case-Based System for Modelling Exploratory Learning Behavior of Math Generalization. - Mihaela Cocea; George D. Magoulas (IEEE Trans. Learn. Technol., 2017)

A Data Mining Framework for Analyzing Students' Feedback of Assessment. - Zainab Mutlaq Ibrahim; Mohamed Bahy Bader-El-Den; Mihaela Cocea (EC-TEL (Doctoral Consortium), 2018)

Fuzzy rule based systems for gender classification from blog data. - Han Liu 002; Mihaela Cocea (ICACI, 2018)

Evaluation of Rule-Based Learning and Feature Selection Approaches For Classification. - Fatima Chiroma; Mihaela Cocea; Han Liu 002 (ICCSW, 2018)

Towards Context-Aware Syntax Parsing and Tagging. - Alaa Mohasseb; Mohamed Bader-El-Den; Mihaela Cocea (ICCSW, 2018)

J-Measure Based Pruning for Advancing Classification Performance of Information Entropy Based Rule Generation. - Han Liu 002; Mihaela Cocea; Weili Ding (ICMLC, 2018)

Suiciderelated Text Classification With Prism Algorithm. - Fatima Chiroma; Han Liu 002; Mihaela Cocea (ICMLC, 2018)

Text Classification For Suicide Related Tweets. - Fatima Chiroma; Han Liu 002; Mihaela Cocea (ICMLC, 2018)

Analysis of The Syntactical Structure Of Web Queries. - Alaa Mohasseb; Mohamed Bahy Bader-El-Den; Mihaela Cocea (ICMLC, 2018)

Improving Imbalanced Question Classification Using Structured Smote Based Approach. - Alaa Mohasseb; Mohamed Bahy Bader-El-Den; Mihaela Cocea; Han Liu 002 (ICMLC, 2018)

Detecting Question Intention Using a K-Nearest Neighbor Based Approach. - Alaa Mohasseb; Mohamed Bader-El-Den; Mihaela Cocea (AIAI (Workshops), 2018)

TorBot Stalker: Detecting Tor Botnets Through Intelligent Circuit Data Analysis. - Oluwatobi Fajana; Gareth Owenson; Mihaela Cocea (NCA, 2018)

Identification and Classification of Misogynous Tweets Using Multi-classifier Fusion. - Han Liu 002; Fatima Chiroma; Mihaela Cocea (IberEval@SEPLN, 2018)

Mining Unit Feedback to Explore Students' Learning Experiences. - Zainab Mutlaq Ibrahim; Mohamed Bader-El-Den; Mihaela Cocea (UKCI, 2018)

Evaluating the topological quality of watermarked vector maps. - Ahmed Abubahia; Mihaela Cocea (Appl. Soft Comput., 2018)

Classification of factoid questions intent using grammatical features. - Alaa Mohasseb; Mohamed Bader-El-Den; Mihaela Cocea (ICT Express, 2018)

Question categorization and classification using grammar based approach. - Alaa Mohasseb; Mohamed Bader-El-Den; Mihaela Cocea (Inf. Process. Manag., 2018)

Induction of classification rules by Gini-index based rule generation. - Han Liu 002; Mihaela Cocea (Inf. Sci., 2018)

Design recommendations for designing smart and ubiquitous learning environments to be used at outdoor cultural heritage. - Alaa S. A. Alkhafaji; Sanaz Fallahkhair; Mihaela Cocea (IxD&A, 2018)

Design Challenges for Mobile and Wearable Systems to Support Learning on-the-move at Outdoor Cultural Heritage Sites. - Alaa S. A. Alkhafaji; Sanaz Fallahkhair; Mihaela Cocea (INTERACT (3), 2019)

Preference Learning Based Decision Map Algebra: Specification and Implementation. - Ahmed M. Abubahia; Salem Chakhar; Mihaela Cocea (UKCI, 2019)

Detection of Suicidal Twitter Posts. - Fatima Chiroma; Mihaela Cocea; Han Liu 002 (UKCI, 2019)

Improving Imbalanced Students' Text Feedback Classification Using Re-sampling Based Approach. - Zainab Mutlaq Ibrahim; Mohamed Bader-El-Den; Mihaela Cocea (UKCI, 2019)

Domain Specific Grammar based Classification for Factoid Questions. - Alaa Mohasseb; Mohamed Bader-El-Den; Mihaela Cocea (WEBIST, 2019)

A Heuristically Modified FP-Tree for Ontology Learning with Applications in Education. - Safwan Shatnawi; Mohamed Medhat Gaber; Mihaela Cocea (CoRR, 2019)

A customised grammar framework for query classification. - Alaa Mohasseb; Mohamed Bader-El-Den; Mihaela Cocea (Expert Syst. Appl., 2019)

Subclass-based semi-random data partitioning for improving sample representativeness. - Han Liu 002; Shyi-Ming Chen; Mihaela Cocea (Inf. Sci., 2019)

Heuristic target class selection for advancing performance of coverage-based rule learning. - Han Liu 002; Shyi-Ming Chen; Mihaela Cocea (Inf. Sci., 2019)

Disambiguation of features for improving target class detection from social media text. - Fatima Chiroma; Ella Haig (FUZZ-IEEE, 2020)

Conventional and Structure Based Sentiment Analysis: A Survey. - Omar Ali; Alexander E. Gegov; Ella Haig; Rinat Khusainov (IJCNN, 2020)

Automated Detection of Racial Microaggressions using Machine Learning. - Omar Ali; Nancy Scheidt; Alexander E. Gegov; Ella Haig; Mo Adda; Benjamin Aziz (SSCI, 2020)

Light Syntax Parsing and Fuzzy Systems for Rhetorical Structure Theory Text Segmentation. - Omar Ali; Alexander E. Gegov; Ella Haig; Rinat Khusainov (INISTA, 2021)

Evolutionary Computation Approach for Spatial Workload Balancing. - Ahmed Abubahia; Mohamed Bader-El-Den; Ella Haig (SAI (2), 2021)

The Impact of Covid-19 on Student Mental Health and Online Learning Experience. - Faiz Hayat; Ella Haig; Safwan Shatnawi (DCAI (2), 2022)

Analytical modelling and UK Government policy. - Marie Oldfield; Ella Haig (AI Ethics, 2022)

Biometric Evaluation to Measure Brain Activity and Users Experience Using Electroencephalogram (EEG) Device. - Alaa S. A. Alkhafaji; Sanaz Fallahkhair; Ella Haig (VISIGRAPP (2: HUCAPP), 2023)

A Comparative Analysis of GPT-3 and BERT Models for Text-based Emotion Recognition: Performance, Efficiency, and Robustness. - Enguerrand Boitel; Alaa Mohasseb; Ella Haig (UKCI, 2023)

Students' Experiences and Challenges During the COVID-19 Pandemic: A Multi-method Exploration. - Faiz Hayat; Safwan Shatnawi; Ella Haig (EC-TEL (1), 2024)

Comparative Analysis of Topic Modelling Approaches on Student Feedback. - Faiz Hayat; Safwan Shatnawi; Ella Haig (KDIR, 2024)

The future of condition based monitoring: risks of operator removal on complex platforms. - Marie Oldfield; Murray McMonies; Ella Haig (AI Soc., 2024)

Sentiment and Objectivity in Iranian State-Sponsored Propaganda on Twitter. - Michael Barrows; Ella Haig; Dara Conduit (IEEE Trans. Comput. Soc. Syst., 2024)

Enhancing Facial Emotion Recognition Using Deep Learning Techniques in Challenging Conditions. - Enguerrand Boitel; Alaa Mohasseb; Ella Haig (AIAI Workshops (2), 2025)

MIST: Multimodal emotion recognition using DeBERTa for text, Semi-CNN for speech, ResNet-50 for facial, and 3D-CNN for motion analysis. - Enguerrand Boitel; Alaa Mohasseb; Ella Haig (Expert Syst. Appl., 2025)

Toward Cyclic A.I. Modelling of Self-Regulated Learning: A Case Study with E-Learning Trace Data. - Andrew Schwabe; Özgür Akgün; Ella Haig (CoRR, 2025)