Mohamed Bader-El-Den

2024

Agile project status prediction using interpretable machine learning

Forouzesh Nejad, A. A., Arabikhan, F., Williams, N. L., Gegov, A., Sari, O. F. & Bader-El-Den, M., 1 Jul 2024, (Accepted for publication) Proceedings of 2024 IEEE 12th International Conference on Intelligent Systems (IS). Institute of Electrical and Electronics Engineers Inc.

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

Machine learning approach into bacterial relationship: exploring 16S rRNA metabarcoding with association rule mining

Sari, O. F., Bader-El-Den, M., Ince, V. & Arabikhan, F., 1 Jul 2024, (Accepted for publication) Proceedings of 2024 IEEE 12th International Conference on Intelligent Systems (IS). Institute of Electrical and Electronics Engineers Inc.

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

Moving towards explainable artificial intelligence using fuzzy rule-based networks in decision-making process

Arabikhan, F., Gegov, A., Taheri, R., Akbari, N. & Bader-El-Den, M., 20 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. 296-306 11 p. (Lecture Notes in Business Information Processing; vol. 486).

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

Session context data integration to address the cold start problem in e-commerce recommender systems

Esmeli, R., Abdullahi, H., Bader-El-Den, M. & Can, A. S., 1 Dec 2024, In: Decision Support Systems. 187, 11 p., 114339.

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

Open Access

2023

Artificial intelligence for medical image interpretation using expert knowledge and machine learning

Jacobson, L. E. O., Hopgood, A. A., Bader-El-Den, M., Tamma, V., Prendergast, D., Osborn, P., Siddiqui, S. S. N. U., Gegov, A. & Arabikhan, F., 2 Aug 2023, Proceedings of the 2023 IEEE Conference on Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc., p. 122-123 2 p.

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

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46 Downloads (Pure)

Implicit feedback awareness for session based recommendation in e-commerce

Esmeli, R., Bader-El-Den, M., Abdullahi, H. & Henderson, D., 8 Apr 2023, In: SN Computer Science. 4, 15 p., 320.

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

Open Access

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35 Downloads (Pure)

Self-optimised cost-sensitive classifiers for early field failure prediction in storage systems

Bader-El-Den, M. & Perry, T., 1 Dec 2023, In: Swarm and Evolutionary Computation. 83, 11 p., 101388.

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

Open Access

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5 Downloads (Pure)

2022

An analyses of the effect of using contextual and loyalty features on early purchase prediction of shoppers in e-commerce domain

Esmeli, R., Bader-El-Den, M. & Abdullahi, H., 25 Apr 2022, In: Journal of Business Research. 147, p. 420-434 15 p.

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

Open Access

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165 Downloads (Pure)

Application of supervised machine learning methods on the multidimensional knapsack problem

Rezoug, A., Bader-El-Den, M. & Boughaci, D., 1 Apr 2022, In: Neural Processing Letters. 54, p. 871–890 20 p.

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

Open Access

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109 Downloads (Pure)

2021

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

Open Access

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61 Downloads (Pure)

Improved session-based recommender system by context awareness in e-commerce domain

Esmeli, R., Bader-El-Den, M., Abdullahi, H. & Henderson, D., 2 Nov 2021, Proceedings of the 13th International Conference on Knowledge Discovery and Information Retrieval. SciTePress, p. 37-47 11 p. (Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2021); vol. OIC3K).

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

Open Access

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44 Downloads (Pure)

Towards early purchase intention prediction in online session based retailing systems

Esmeli, R., Bader-El-Den, M. & Abdullahi, H., 1 Sept 2021, In: Electronic Markets. 31, p. 697–715

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

Open Access

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76 Downloads (Pure)

2020

Analysing the effect of platform and operating system features on predicting consumers' purchase intent using machine learning algorithms

Esmeli, R., Mohasseb, A. & Bader-El-Den, M., 12 Nov 2020, Proceedings of the 12th International Joint Conference on Knowledge Discovery: KDIR. Fred, A. & Filipe, J. (eds.). SciTePress, Vol. 1. p. 333-340 8 p.

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

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369 Downloads (Pure)

Application of deep learning in cardiovascular medicine using multiple biomedical data

Gogi, G., Gegov, A., Bader-El-Den, M. & Vatchova, B., 18 Sept 2020, 2020 IEEE 10th International Conference on Intelligent Systems, IS 2020 - Proceedings. Sgurev, V., Jotsov, V., Kruse, R. & Hadjiski, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 200-204 5 p. 9199844. (2020 IEEE 10th International Conference on Intelligent Systems, IS 2020 - Proceedings).

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

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173 Downloads (Pure)

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

Esmeli, R., Bader-El-Den, M., Abdullahi, H. & Henderson, D., 28 Sept 2020, Proceedings of the International Joint Conference on Neural Networks (IJCNN) 2020. Institute of Electrical and Electronics Engineers Inc., 8 p. (2020 International Joint Conference on Neural Networks (IJCNN)).

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

Open Access

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322 Downloads (Pure)

Session similarity based approach for alleviating cold-start session problem in e-commerce for Top-N recommendations

Esmeli, R., Bader-El-Den, M. & Abdullahi, H., 12 Nov 2020, Proceedings of the 12th International Joint Conference on Knowledge Discovery. Fred, A. & Filipe, J. (eds.). SciTePress, Vol. 1. p. 179-186 8 p.

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

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324 Downloads (Pure)

Using Word2Vec recommendation for improved purchase prediction

Esmeli, R., Bader-El-Den, M. & Abdullahi, H., 28 Sept 2020, Proceedings of the International Joint Conference on Neural Networks (IJCNN) 2020. Institute of Electrical and Electronics Engineers Inc., 8 p. (2020 International Joint Conference on Neural Networks (IJCNN)).

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

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1581 Downloads (Pure)

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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241 Downloads (Pure)

Biased random forest for dealing with the class imbalance problem

Bader-El-Den, M., 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 journal › Article › peer-review

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2146 Downloads (Pure)

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

Esmeli, R., Bader-El-Den, M. & Mohasseb, A., 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.). 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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394 Downloads (Pure)

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

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125 Downloads (Pure)

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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155 Downloads (Pure)

Improving session based recommendation by diversity awareness

Esmeli, R., Bader-El-Den, M. & Abdullahi, H., 30 Aug 2019, (Early online) 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 proceeding › Conference contribution

Open Access

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530 Downloads (Pure)

Predicting hospital mortality for ICU patients: time series analysis

Awad, A., Bader-El-Den, M., McNicholas, J., Briggs, J. & El-Sonbaty, Y., 26 Jul 2019, (Early online) In: Health Informatics Journal. 26, 2, p. 1043-1059

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

Open Access

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425 Downloads (Pure)

Surface crack detection using Hierarchal Convolutional Neural Network

Agyemang, D. B. & Bader-El-Den, 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. 173-186 (Advances in Intelligent Systems and Computing; vol. 1043).

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

Open Access

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320 Downloads (Pure)

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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427 Downloads (Pure)

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

Zaidi, H., Bader-El-Den, M. & McNicholas, J., 5 Sept 2019, In: BMC Public Health. 19, 9 p., 1231.

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

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130 Downloads (Pure)

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

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157 Downloads (Pure)

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

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237 Downloads (Pure)

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

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266 Downloads (Pure)

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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440 Downloads (Pure)

Guided genetic algorithm for the multidimensional knapsack problem

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

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

Open Access

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765 Downloads (Pure)

Hybrid functional networks for PVT characterisation

Oloso, M., Bader-El-Den, M., Buick, J. & Hassan Sayed, M., 26 Mar 2018, SAI Intelligent Systems Conference 2017: IntelliSys 2017. Institute of Electrical and Electronics Engineers Inc., p. 936-941 6 p.

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

Open Access

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142 Downloads (Pure)

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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147 Downloads (Pure)

Incremental learning for large scale classification systems

Alexopoulos, A., Kanavos, A., Giotopoulos, K., Mohasseb, A., Bader-El-Den, M. & 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 proceeding › Conference contribution

Open Access

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410 Downloads (Pure)

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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242 Downloads (Pure)

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

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1297 Downloads (Pure)

2017

Domain specific syntax based approach for text classification in machine learning context

Mohasseb, A., Bader-El-Den, M., Liu, H. & Cocea, M., 16 Nov 2017, 2017 International Conference on Machine Learning and Cybernetics (ICMLC). Institute of Electrical and Electronics Engineers Inc., (IEEE ICMLC Proceedings Series).

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

Open Access

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271 Downloads (Pure)

Early hospital mortality prediction of intensive care unit patients using an ensemble learning approach

Awad, A., Bader-El-Den, M., McNicholas, J. & Briggs, J., Dec 2017, In: International Journal of Medical Informatics. 108, p. 185-195

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

Open Access

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1022 Downloads (Pure)

Ensemble SVM for characterisation of crude oil viscosity

Oloso, M., Hassan Sayed, M., Bader-El-Den, M. & Buick, J., 1 Jun 2017, (Early online) In: Journal of Petroleum Exploration and Production Technology. 16 p.

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

Open Access

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160 Downloads (Pure)

Finding most reliable paths for software defined networks

Malik, A., Aziz, B. & Bader-El-Den, M., 20 Jul 2017, 2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC). Institute of Electrical and Electronics Engineers Inc., p. 1309-1314 6 p. (IEEE IWCMC Proceedings Series).

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

Open Access

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224 Downloads (Pure)

Hybrid functional networks for oil reservoir PVT characterisation

Oloso, M., Hassan Sayed, M., Bader-El-Den, M. & Buick, J., 30 Nov 2017, In: Expert Systems with Applications. 87, p. 363-369 7 p.

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

Open Access

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297 Downloads (Pure)

Knowledge-based Genetic Algorithm for the 0-1 Multidimensional Knapsack Problem

Rezoug, A., Bader-El-Den, M. & Boughaci, D., 7 Jul 2017, Proceedings of the 2017 IEEE Congress on Evolutionary Computation (CEC). Institute of Electrical and Electronics Engineers Inc.

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

Open Access

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348 Downloads (Pure)

Oil PVT characterisation using ensemble systems

Oloso, M., Hassan Sayed, M., Buick, J. & Bader-El-Den, M., 23 Feb 2017, Proceedings of the 2016 International Conference on Machine Learning and Cybernetics. Institute of Electrical and Electronics Engineers Inc., p. 61-68 8 p. (IEEE ICMLC Proceedings Series).

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

Open Access

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298 Downloads (Pure)

Patient length of stay and mortality prediction: a survey

Awad, A., Bader-El-Den, M. & McNicholas, J., 1 May 2017, In: Health Services Management Research. 30, 2, p. 105-120 16 p.

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

Open Access

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1674 Downloads (Pure)

Transformation of discriminative single-task classification into generative multi-task classification in machine learning context

Liu, H., Cocea, M., Mohasseb, A. & Bader-El-Den, M., Aug 2017, The 9th International Conference on Advanced Computational Intelligence. Institute of Electrical and Electronics Engineers Inc., p. 66-73 8 p.

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

Open Access

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256 Downloads (Pure)

Web queries classification based on the syntactical patterns of search types

Mohasseb, A., Bader-El-Den, M., Kanavos, A. & Cocea, M., Sept 2017, Speech and Computer: 19th International Conference, SPECOM 2017, Hatfield, UK, September 12-16, 2017, Proceedings. Karpov, A., Potapova, R. & Mporas, I. (eds.). Springer, Vol. 10458 LNAI. p. 809-819 (Lecture Notes in Computer Science; vol. 10458).

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

Open Access

2016

A genetic programming algorithm for the berth and quay crane allocation problem

El-boghdadly, T., Bader-El-Den, M. & Jones, D. F., 10 Mar 2016, (Accepted for publication) 2016 5th IEEE International Conference on Advanced Logistics and Transport (ICALT) . Institute of Electrical and Electronics Engineers Inc.

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

Evolving local search heuristics for the integrated berth allocation and quay crane assignment problem

El-Boghdadly, T., Bader-El-Den, M. & Jones, D. F., 21 Nov 2016, Proceedings of the 2016 IEEE World Congress on Evolutionary Computation. Institute of Electrical and Electronics Engineers Inc., 8 p.

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

Open Access

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408 Downloads (Pure)

Fuzzy systems with multiple rule bases for selection of alternatives using TOPSIS

Yaakob, A., Gegov, A., Bader-El-Den, M. & Abdul Rahman, S. F., 10 Nov 2016, Proceedings of the 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Institute of Electrical and Electronics Engineers Inc., p. 2083-2090 8 p.

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

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Mohamed Bader-El-Den

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