Ella Haig

2024

A comparative analysis of GPT-3 and BERT models for text-based emotion recognition: performance, efficiency, and robustness

Boitel, E., Mohasseb, A. & Haig, E., 1 Feb 2024, Advances in Computational Intelligence Systems: Contributions Presented at the 22nd UK Workshop on Computational Intelligence (UKCI 2023), September 6–8, 2023, Birmingham, UK. Naik, N., Jenkins, P., Grace, P., Yang, L. & Prajapat, S. (eds.). Springer, p. 567–579 (Advances in Intelligent Systems and Computing; vol. 1453).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

Advances in Information Systems, Artificial Intelligence and Knowledge Management: 6th International Conference on Information and Knowledge Systems, ICIKS 2023, Portsmouth, UK, June 22–23, 2023, Proceedings

Saad, I. (Editor), Rosenthal-Sabroux, C. (Editor), Gargouri, F. (Editor), Chakhar, S. (Editor), Williams, N. L. (Editor) & Haig, E. (Editor), 8 Feb 2024, 1st ed. Cham: Springer. 350 p. (Lecture Notes in Business Information Processing; vol. 486)

Research output: Book/Report › Book

Comparative analysis of topic modelling approaches on student feedback

Hayat, F. I., Shatnawi, S. & Haig, E., 24 Nov 2024, Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Coenen, F., Fred, A. & Bernardino, J. (eds.). SciTePress, Vol. 1. p. 226-233 8 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Preface

Saad, I., Gargouri, F., Rosenthal-Sabroux, C., Williams, N., Chakhar, S. & Haig, E., 19 Jan 2024, Advances in Information Systems, Artificial Intelligence and Knowledge Management: 6th International Conference on Information and Knowledge Systems, ICIKS 2023, Portsmouth, UK, June 22–23, 2023, Proceedings. Saad, I., Rosenthal-Sabroux, C., Gargouri, F., Chakhar, S., Williams, N. & Haig, E. (eds.). 1st ed. Springer, p. v-viii 4 p. (Lecture Notes in Business Information Processing; vol. 486)(ICIKS: International Conference on Information and Knowledge Systems).

Research output: Chapter in Book/Report/Conference proceeding › Foreword/postscript

Sentiment and objectivity in Iranian state-sponsored propaganda on Twitter

Barrows, M., Haig, E. & Conduit, D., 4 Apr 2024, In: IEEE Transactions on Computational Social Systems. 11, 2, p. 2359-2368 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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Students’ experiences and challenges during the COVID-19 pandemic: a multi-method exploration

Hayat, F. I., Shatnawi, S. & Haig, E., 13 Sept 2024, Technology Enhanced Learning for Inclusive and Equitable Quality Education: 19th European Conference on Technology Enhanced Learning, EC-TEL 2024, Krems, Austria, September 16–20, 2024, Proceedings, Part I. Mello, R. F., Rummel, N., Jivet, I., Pishtari, G. & Ruipérez Valiente, J. A. (eds.). 1st ed. Springer, (Lecture Notes in Computer Science; vol. 15159).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2023

Biometric evaluation to measure brain activity and users experience using electroencephalogram (EEG) device

Alkhafaji, A. S. A., Fallahkhair, S. & Haig, E., 6 Mar 2023, Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Paljic, A., Ziat, M. & Bouatouch, K. (eds.). SciTePress, Vol. 2. p. 101-108 8 p. (Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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The impact of Covid-19 on student mental health and online learning experience

Hayat, F., Haig, E. & Shatnawi, S., 22 Feb 2023, Proceedings of DCAI 2022: Distributed Computing and Artificial Intelligence, Special Sessions, 19th International Conference. Machado, J. M., Chamoso, P., Hernández, G., Bocewicz, G., Loukanova, R., Jove, E., del Rey, A. M. & Ricca, M. (eds.). Springer, p. 185-190 6 p. (Lecture Notes in Networks and Systems; vol. 585).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2022

Analytical modelling and UK Government policy

Oldfield, M. & Haig, E., 1 Aug 2022, In: AI and Ethics. 2, 3, p. 389-404 16 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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The future of condition based monitoring: risks of operator removal on complex platforms

Oldfield, M., McMonies, M. & Haig, E., 1 Aug 2022, (Early online) In: AI in Society. 12 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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2021

342 Offender Project Report

Karagiannopoulos, V. & Haig, E., 7 May 2021, Office of the Police and Crime Commissioner for Hampshire. 34 p.

Research output: Book/Report › Commissioned report

Open Access

Automated detection of racial microaggressions using machine learning

Ali, O., Scheidt, N., Gegov, A., Haig, E., Adda, M. & Aziz, B., 5 Jan 2021, 2020 IEEE Symposium Series on Computational Intelligence (SSCI). Institute of Electrical and Electronics Engineers Inc., p. 2477-2484 8 p. 9308569. (2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Belief systems and cyber security

Oldfield, M. & Haig, E., 27 Nov 2021, p. 13-14. 2 p.

Research output: Contribution to conference › Abstract › peer-review

Open Access

Evolutionary computation approach for spatial workload balancing

Abubahia, A., Bader-El-Den, M. & Haig, E., 7 Jul 2021, Intelligent Computing: Proceedings of the 2021 Computing Conference. Arai, K. (ed.). Springer, Vol. 2. p. 524-542 19 p. (Lecture Notes in Networks and Systems; vol. 284).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Light syntax parsing and fuzzy systems for rhetorical structure theory text segmentation

Ali, O., Gegov, A., Haig, E. & Khusainov, R., 30 Sept 2021, 2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021 - Proceedings. Kilimci, Z. H., Yildirim, T., Piuri, V., Czarnowski, I., Camacho, D., Manolopoulos, Y. & Solak, S. (eds.). Institute of Electrical and Electronics Engineers Inc., 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Text segmentation using light syntax parsing and fuzzy systems

Ali, O., Gegov, A., Haig, E. & Khusainov, R., 24 Aug 2021, Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation - Proceedings of the INFUS 2021 Conference. Kahraman, C., Cebi, S., Cevik Onar, S., Oztaysi, B., Tolga, A. C. & Sari, I. U. (eds.). Springer, p. 36-43 8 p. (Lecture Notes in Networks and Systems; vol. 307).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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2020

A theoretical framework for designing smart and ubiquitous learning environments for outdoor cultural heritage

Al-Khafaji , A., Fallahkhair, S. & Haig, E., 5 Dec 2020, In: Journal of Cultural Heritage. 46, p. 244-258 15 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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Conventional and structure based sentiment analysis: a survey

Ali, O., Gegov, A., Haig, E. & Khusainov, R., 28 Sept 2020, Proceedings of the 2020 International Joint Conference on Neural Networks (IJCNN). Institute of Electrical and Electronics Engineers Inc., 8 p. (IEEE IJCNN Proceedings Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Disambiguation of features for improving target class detection from social media text

Chiroma, F. M. & Haig, E., 26 Aug 2020, Proceedings of the 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Institute of Electrical and Electronics Engineers Inc., 8 p. (Proceedings of the 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Preference learning based decision map algebra: specification and implementation

Abubahia, A., Chakhar, S. & Cocea, M., Jan 2020, Advances in Computational Intelligence Systems: Contributions Presented at the 19th UK Workshop on Computational Intelligence, September 4-6, 2019, Portsmouth, UK. Ju, Z., Yang, L., Yang, C., Gegov, A. & Zhou, D. (eds.). 1 ed. Cham, Switzerland : Springer International Publishing, Vol. 1043. p. 342-353 12 p. (Advances in Intelligent Systems and Computing; vol. 1043).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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2019

A customised grammar framework for query classification

Mohasseb, A., Bader-El-Den, M. & Cocea, M., 30 Nov 2019, In: Expert Systems with Applications. 135, p. 164-180

Research output: Contribution to journal › Article › peer-review

Open Access

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Design challenges for mobile and wearable systems to support learning on-the-move at outdoor cultural heritage sites

Alkhafaji, A. S. A., Fallahkhair, S. & Cocea, M., 25 Aug 2019, (Early online) Human-Computer Interaction – INTERACT 2019. Lamas, D., Loizides, F., Nacke, L., Petrie, H., Winckler, M. & Zaphiris, P. (eds.). Springer, p. 185-207 23 p. (Lecture Notes in Computer Science; vol. 11748).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Detection of suicidal Twitter posts

Chiroma, F. M., Cocea, M. & Liu, H., 30 Aug 2019, Advances in Computational Intelligence Systems: UKCI 2019. Ju, Z., Yang, L., Yang, C., Gegov, A. & Zhou, D. (eds.). Springer, p. 307-318 12 p. (Advances in Intelligent Systems and Computing; vol. 1043).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Developing recommendations for designing smart and ubiquitous learning environments to be used at outdoors cultural heritage

Alkhafaji, A. S. A., Fallahkhair, S. & Cocea, M., 1 Dec 2019, In: Interaction Design and Architecture(s). 39, p. 7-43 37 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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Domain specific grammar based classification for factoid questions

Mohasseb, A., Bader-El-Den, M. & Cocea, M., 18 Sept 2019, Proceedings of the 15th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST, 2019. Bozzon, A., Mayo, F. D. & Filipe, J. (eds.). SciTePress, p. 177-184 8 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Evaluation of rule-based learning and feature selection approaches for classification

Chiroma, F., Cocea, M. & Liu, H., 1 Jan 2019, 2018 Imperial College Computing Student Workshop, ICCSW 2018. Graversen, E. & Pirovano, E. (eds.). Edoardo Pirovano and Eva Graversen ed. Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, Vol. 66. p. 1-6 6 p. (OpenAccess Series in Informatics; vol. 66).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Granular computing based approach of rule learning for binary classification

Liu, H. & Cocea, M., 1 Apr 2019, In: Granular Computing. 4, 2, p. 275-283 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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Heuristic target class selection for advancing performance of coverage-based rule learning

Liu, H., Chen, S.-M. & Cocea, M., 1 Apr 2019, In: Information Sciences. 479, p. 164-179 16 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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Improving imbalanced students’ text feedback classification using re-sampling based approach

Mutlaq Ibrahim, Z., Bader-El-Den, M. & Cocea, M., Sept 2019, Advances in Computational Intelligence Systems: Contributions Presented at the 19th UK Workshop on Computational Intelligence, September 4-6, 2019, Portsmouth, UK. Ju, Z., Yang, L., Yang, C., Gegov, A. & Zhou, D. (eds.). Springer, p. 262-267 (Advances in Intelligent Systems and Computing; vol. 1043).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Nature inspired framework of ensemble learning for collaborative classification in granular computing context

Liu, H. & Cocea, M., 1 Oct 2019, In: Granular Computing. 4, 4, p. 715-724 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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Subclass-based semi-random data partitioning for improving sample representativeness

Liu, H., Chen, S.-M. & Cocea, M., 1 Apr 2019, In: Information Sciences. 478, p. 208-221 14 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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Towards context-aware syntax parsing and tagging

Mohasseb, A., Bader-El-Den, M. & Cocea, M., 24 Jan 2019, 2018 Imperial College Computing Student Workshop (ICCSW 2018). Pirovano, E. & Graversen, E. (eds.). Dagstuhl, Germany: Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Vol. 66. p. 5:1-5:9 (OpenAccess Series in Informatics (OASIcs)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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2018

A data mining framework for analyzing students’ feedback of assessment

Mutlaq Ibrahim, Z., Bader-El-Den, M. & Cocea, M., 27 Dec 2018, Proceedings of the 13th EC-TEL Doctoral Consortium co-located with 13th European Conference on Technology Enhanced Learning (EC-TEL 2018). Glahn, C. & Dirckinck-Holmfeld, L. (eds.). CEUR Workshop Proceedings, 7 p. 13. (CEUR Workshop Proceedings; vol. 2294).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Analysis of the syntactical structure of web queries

Mohasseb, A., Bader-El-Den, M. & Cocea, M., 12 Nov 2018, 2018 International Conference on Machine Learning and Cybernetics (ICMLC). Institute of Electrical and Electronics Engineers Inc., 6 p. 18232925. (IEEE ICMLC Proceedings Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Classification of factoid questions intent using grammatical features

Mohasseb, A., Bader-El-Den, M. & Cocea, M., Dec 2018, In: ICT Express. 4, 4, p. 239-242

Research output: Contribution to journal › Article › peer-review

Open Access

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Detecting question intention using a K-Nearest neighbor based approach

Mohasseb, A., Bader-El-Den, M. & Cocea, M., May 2018, Artificial Intelligence Applications and Innovations: AIAI 2018 IFIP WG 12.5 International Workshops, SEDSEAL, 5G-PINE, MHDW, and HEALTHIOT, Rhodes, Greece, May 25-27, 2018, Proceedings. Iliadis, L., Maglogiannis, I. & Plagianakos, V. (eds.). Springer, p. 101-111 11 p. (IFIP Advances in Information and Communication Technology; vol. 520).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Evaluating the topological quality of watermarked vector maps

Abubahia, A. & Cocea, M., 1 Oct 2018, In: Applied Soft Computing. 71, p. 849-860 12 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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Fuzzy rule based systems for gender classification from blog data

Liu, H. & Cocea, M., 11 Jun 2018, The 10th International Conference on Advanced Computational Intelligence 2018. Institute of Electrical and Electronics Engineers Inc., p. 79-84 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Identification and classification of misogynous tweets using multi-classifier fusion

Liu, H., Chiroma, F. & Cocea, M., 27 Jul 2018, Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages. Rosso, P., Gonzalo, J., Martínez, R., Montalvo, S. & Carrillo-de-Albornoz, J. (eds.). CEUR Workshop Proceedings, p. 268-273 6 p. (CEUR Workshop Proceedings; vol. 2150).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Improving imbalanced question classification using structured smote based approach

Mohasseb, A., Bader-El-Den, M., Cocea, M. & Liu, H., 12 Nov 2018, Proceedings of the 2018 International Conference on Machine Learning and Cybernetics (ICMLC). Institute of Electrical and Electronics Engineers Inc., Vol. 2. p. 593-597 6 p. (International Conference on Machine Learning and Cybernetics (ICMLC)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Induction of classication rules by Gini-index based rule generation

Liu, H. & Cocea, M., Apr 2018, In: Information Sciences. 436-437, p. 227-246 20 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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J-measure based pruning for advancing classification performance of information entropy based rule generation

Liu, H., Cocea, M. & Ding, W., 12 Nov 2018, Proceedings of the 2018 International Conference on Machine Learning and Cybernetics (ICMLC). Institute of Electrical and Electronics Engineers Inc., Vol. 2. p. 485-490 6 p. (International Conference on Machine Learning and Cybernetics (ICMLC)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Mining unit feedback to explore students’ learning experiences

Mutlaq Ibrahim, Z., Bader-El-Den, M. & Cocea, M., Sept 2018, Advances in Computational Intelligence Systems: Contributions Presented at the 18th UK Workshop on Computational Intelligence, September 5-7, 2018, Nottingham, UK. Lotfi, A., Bouchachia, H., Gegov, A., Langensiepen, C. & McGinnity, M. (eds.). Springer, p. 339-350 (Advances in Intelligent Systems and Computing; vol. 840).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Multi-task learning for intelligent data processing in granular computing context

Liu, H., Cocea, M. & Ding, W., Sept 2018, In: Granular Computing. 3, 3, p. 257-273 18 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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Question categorization and classification using grammar based approach

Mohasseb, A., Bader-El-Den, M. & Cocea, M., 1 Nov 2018, In: Information Processing and Management. 54, 6, p. 1228-1243 16 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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Suicide related text classification with prism algorithm

Chiroma, F., Liu, H. & Cocea, M., 12 Nov 2018, Proceedings of the 2018 International Conference on Machine Learning and Cybernetics (ICMLC). Institute of Electrical and Electronics Engineers Inc., Vol. 2. p. 575-580 6 p. (International Conference on Machine Learning and Cybernetics (ICMLC)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Text classification for suicide related tweets

Chiroma, F., Liu, H. & Cocea, M., 12 Nov 2018, Proceedings of the 2018 International Conference on Machine Learning and Cybernetics (ICMLC). Institute of Electrical and Electronics Engineers Inc., Vol. 2. p. 587-592 6 p. (International Conference on Machine Learning and Cybernetics (ICMLC)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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TorBot Stalker: detecting Tor botnets through intelligent circuit data analysis

Fajana, O. T., Owenson, G. & Cocea, M., 29 Nov 2018, 2018 IEEE 17th International Symposium on Network Computing and Applications (NCA). Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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2017

Advancements in GIS map copyright protection schemes - a critical review

Abubahia, A. & Cocea, M., May 2017, In: Multimedia Tools and Applications. 76, 10, p. 12205-12231

Research output: Contribution to journal › Article › peer-review

Open Access

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Affect in social media: the role of audience and the presence of contempt in cyberbullying

Cocea, M., 30 Oct 2017, (Early online) In: Behavioral and Brain Sciences. 40, p. 24-25 2 p., e233.

Research output: Contribution to journal › Comment/debate › peer-review

Open Access

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Ella Haig

Research output

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