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Dr Mohamed Bader-El-Den

Senior Lecturer

  1. 2019
  2. 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

  3. Published
  4. 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

  5. Published

    Surface crack detection using Hierarchal Convolutional Neural Network

    Agyemang, D. B. & 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

  6. 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

  7. 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

  8. Early online

    Predicting hospital mortality for ICU patients: time series analysis

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

    Research output: Contribution to journalArticle

  9. Published

    Biased random forest for dealing with the class imbalance problem

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

    Research output: Contribution to journalArticle

  10. 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) 15th International Conference on Web Information Systems and Technologies. Springer, (Lecture Notes in Business Information Processing).

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

  11. 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

  12. 2018
  13. 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

  14. 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

  15. 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

  16. Published

    Improving imbalanced question classification using structured smote based approach

    Dr Alaa Mohasseb, Dr Mohamed Bader-El-Den, Dr Ella Haig & Liu, H., 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

  17. 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

  18. 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

  19. Published

    Incremental learning for large scale classification systems

    Alexopoulos, A., Kanavos, A., Giotopoulos, K., Dr Alaa Mohasseb, Dr Mohamed Bader-El-Den & Tsakalidis, A., 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

  20. 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

  21. Published

    Hybrid functional networks for PVT characterisation

    Oloso, M., Dr Mohamed Bader-El-Den, Dr James Buick & Dr Mohamed Hassan Sayed, 26 Mar 2018, SAI Intelligent Systems Conference 2017: IntelliSys 2017. IEEE, p. 936-941 6 p.

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

  22. Published

    Guided genetic algorithm for the multidimensional knapsack problem

    Rezoug, A., Dr Mohamed Bader-El-Den & Boughaci, D., 1 Mar 2018, In : Memetic Computing. 10, 1, p. 29-42 14 p.

    Research output: Contribution to journalArticle

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