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Dr Mohamed Bader-El-Den

Senior Lecturer

  1. 2020
  2. Accepted for publication

    Improving session-based recommendation adopting linear regression based re-ranking

    Ramazan Esmeli, Dr Mohamed Bader-El-Den, Mrs Hassana Abdullahi & David Henderson, 17 May 2020, (Accepted for publication) Proceedings of the International Joint Conference on Neural Networks (IJCNN) 2020. Institute of Electrical and Electronics Engineers, (2020 International Joint Conference on Neural Networks (IJCNN)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  3. Accepted for publication

    Using Word2Vec recommendation for improved purchase prediction

    Ramazan Esmeli, Dr Mohamed Bader-El-Den & Mrs Hassana Abdullahi, 17 May 2020, (Accepted for publication) Proceedings of the International Joint Conference on Neural Networks (IJCNN) 2020. Institute of Electrical and Electronics Engineers, (2020 International Joint Conference on Neural Networks (IJCNN)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  4. 2019
  5. Published

    A customised grammar framework for query classification

    Dr Alaa Mohasseb, Dr Mohamed Bader-El-Den & Dr Ella Haig, 30 Nov 2019, In : Expert Systems with Applications. 135, p. 164-180

    Research output: Contribution to journalArticle

  6. Published

    Using the National Early Warning Score (NEWS/NEWS 2) in different Intensive Care Units (ICUs) to predict the discharge location of patients

    Hassan Zaidi, Dr Mohamed Bader-El-Den & James McNicholas, 5 Sep 2019, In : BMC Public Health. 19, 9 p., 1231.

    Research output: Contribution to journalArticle

  7. Published

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

    Zainab Mutlaq Ibrahim, Dr Mohamed Bader-El-Den & Dr Ella Haig, Sep 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 proceedingConference contribution

  8. Published

    Surface crack detection using Hierarchal Convolutional Neural Network

    Davis Bonsu Agyemang & Dr Mohamed Bader-El-Den, Sep 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. 173-186 (Advances in Intelligent Systems and Computing; vol. 1043).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  9. Early online

    Improving session based recommendation by diversity awareness

    Ramazan Esmeli, Dr Mohamed Bader-El-Den & Mrs Hassana Abdullahi, 30 Aug 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., Gegov, A. & Zhou, D. (eds.). Springer, p. 319-330 12 p. (Advances in Intelligent Systems and Computing; vol. 1043).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  10. Published

    Context and short term user intention aware hybrid session based recommendation system

    Ramazan Esmeli, Dr Mohamed Bader-El-Den & Dr Alaa Mohasseb, 29 Jul 2019, 2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA). Koprinkova-Hristova, P., Camacho, D., Yildirim, T., Iliadis, L. & Piuri, V. (eds.). IEEE, 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  11. Early online

    Predicting hospital mortality for ICU patients: time series analysis

    Aya Awad, Dr Mohamed Bader-El-Den, James McNicholas, Professor Jim Briggs & Yasser El-Sonbaty, 26 Jul 2019, In : Health Informatics Journal.

    Research output: Contribution to journalArticle

  12. Published

    Biased random forest for dealing with the class imbalance problem

    Dr Mohamed Bader-El-Den, Eleman Teitei & Todd Perry, 1 Jul 2019, In : IEEE Transactions on Neural Networks and Learning Systems. 30, 7, p. 2163-2172

    Research output: Contribution to journalArticle

  13. Accepted for publication

    Domain specific grammar based classification for factoid questions

    Dr Alaa Mohasseb, Dr Mohamed Bader-El-Den & Dr Ella Haig, 28 Jun 2019, (Accepted for publication) Proceedings of the 15th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST. Bozzon, A., Mayo, F. D. & Filipe, J. (eds.). SCITEPRESS – Science and Technology Publications, p. 177-184 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  14. Published

    Towards context-aware syntax parsing and tagging

    Dr Alaa Mohasseb, Dr Mohamed Bader-El-Den & Dr Ella Haig, 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 proceedingConference contribution

  15. 2018
  16. Published

    A data mining framework for analyzing students’ feedback of assessment

    Zainab Mutlaq Ibrahim, Dr Mohamed Bader-El-Den & Dr Ella Haig, 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 proceedingConference contribution

  17. Published

    Classification of factoid questions intent using grammatical features

    Dr Alaa Mohasseb, Dr Mohamed Bader-El-Den & Dr Ella Haig, Dec 2018, In : ICT Express. 4, 4, p. 239-242

    Research output: Contribution to journalArticle

  18. Published

    Analysis of the syntactical structure of web queries

    Dr Alaa Mohasseb, Dr Mohamed Bader-El-Den & Dr Ella Haig, 12 Nov 2018, 2018 International Conference on Machine Learning and Cybernetics (ICMLC). IEEE, 6 p. 18232925

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  19. Published

    Improving imbalanced question classification using structured smote based approach

    Dr Alaa Mohasseb, Dr Mohamed Bader-El-Den, Dr Ella Haig & Han Liu, 12 Nov 2018, Proceedings of the 2018 International Conference on Machine Learning and Cybernetics (ICMLC). IEEE, Vol. 2. p. 593-597 6 p. (International Conference on Machine Learning and Cybernetics (ICMLC)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  20. Published

    Question categorization and classification using grammar based approach

    Dr Alaa Mohasseb, Dr Mohamed Bader-El-Den & Dr Ella Haig, 1 Nov 2018, In : Information Processing and Management. 54, 6, p. 1228-1243 16 p.

    Research output: Contribution to journalArticle

  21. Published

    Mining unit feedback to explore students’ learning experiences

    Zainab Mutlaq Ibrahim, Dr Mohamed Bader-El-Den & Dr Ella Haig, Sep 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 proceedingConference contribution

  22. Published

    Incremental learning for large scale classification systems

    Athanasios Alexopoulos, Andreas Kanavos, Konstantinos Giotopoulos, Dr Alaa Mohasseb, Dr Mohamed Bader-El-Den & Athanasios Tsakalidis, Jun 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. 112-122 11 p. (IFIP Advances in Information and Communication Technology; vol. 520).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  23. Published

    Detecting question intention using a K-Nearest neighbor based approach

    Dr Alaa Mohasseb, Dr Mohamed Bader-El-Den & Dr Ella Haig, 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 proceedingConference contribution

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