Publications

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Book Chapter
Shaalan, K., A. Hendam, and A. Rafea, "An English-Arabic Bi-directional Machine Translation Tool in the Agriculture Domain", Intelligent Information Processing V, vol. 340, Berlin, Heidelberg, Springer Boston, pp. 281–290, 2010. Abstractbi_direct_a_e_mt.pdf

The present work reports our attempt in developing an English-Arabic bi-directional Machine Translation (MT) tool in the agriculture domain. It aims to achieve automated translation of expert systems. In particular, we describe the translation of knowledge base, including, prompts, responses, explanation text, and advices. In the central laboratory for agricultural expert systems, this tool is found to be essential in developing bi-directional (English-Arabic) expert systems because both English and Arabic versions are needed for development, deployment, and usage purpose. The tool follows the rule-based transfer MT approach. A major design goal of this tool is that it can be used as a stand-alone tool and can be very well integrated with a general (English-Arabic) MT system for Arabic scientific text. The paper also discusses our experience with the developed MT system and reports on results of its application on real agricultural expert systems.

Hartwig, K. T., P. Zolliker, D. Yu, S. W. Van Sciver, and A. Khalil, "Fabrication and performance of an aluminum-stabilized composite superconductor", Advances in Cryogenic Engineering Materials: Springer, pp. 805–813, 1982. Abstract
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Hartwig, K. T., P. Zolliker, D. Yu, S. W. Van Sciver, and A. Khalil, "Fabrication and performance of an aluminum-stabilized composite superconductor", Advances in Cryogenic Engineering Materials: Springer, Boston, MA, pp. 805-813, 1982. Abstract
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Hassanien, A. E., H. Al-Qaheri, Václav Snášel, and J. F. Peters, "Machine learning techniques for prostate ultrasound image diagnosis", Advances in Machine Learning I: Springer Berlin Heidelberg, pp. 385–403, 2010. Abstract
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Hassanien, A. E., H. Al-Qaheri, Václav Snášel, and J. F. Peters, "Machine learning techniques for prostate ultrasound image diagnosis", Advances in Machine Learning I: Springer Berlin Heidelberg, pp. 385–403, 2010. Abstract
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Ali, A. F., A. E. Hassanien, and Václav Snášel, "The nelder-mead simplex method with variables partitioning for solving large scale optimization problems", Innovations in Bio-inspired Computing and Applications: Springer International Publishing, pp. 271–284, 2014. Abstract
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Oudah, M., and K. Shaalan, "Person Name Recognition Using the Hybrid Approach", Natural Language Processing and Information Systems, vol. 7934, Berlin Heidelberg, Springer , pp. 237-248, 2013. Abstractperson_ner_using_hyprid_approach.pdf

Arabic Person Name Recognition has been tackled mostly using either of two approaches: a rule-based or Machine Learning (ML) based approach, with their strengths and weaknesses. In this paper, the problem of Arabic Person Name Recognition is tackled through integrating the two approaches together in a pipelined process to create a hybrid system with the aim of enhancing the overall performance of Person Name Recognition tasks. Extensive experiments are conducted using three different ML classifiers to evaluate the overall performance of the hybrid system. The empirical results indicate that the hybrid approach outperforms both the rule-based and the ML-based approaches. Moreover, our system outperforms the state-of-the-art of Arabic Person Name Recognition in terms of accuracy when applied to ANERcorp dataset, with precision 0.949, recall 0.942 and f-measure 0.945.

Shaalan, K., S. Al-Sheikh, and F. Oroumchian, "Query Expansion Based-on Similarity of Terms for Improving Arabic Information Retrieval", Intelligent Information Processing VI, vol. 385, Berlin Heidelberg, Springer, pp. 167-176, 2012. Abstractquery_arabic_iip_ifip.pdf

This research suggests a method for query expansion on Arabic Information Retrieval using Expectation Maximization (EM). We employ the EM algorithm in the process of selecting relevant terms for expanding the query and weeding out the non-related terms. We tested our algorithm on INFILE test collection of CLLEF2009, and the experiments show that query expansion that considers similarity of terms both improves precision and retrieves more relevant documents. The main finding of this research is that we can increase the recall while keeping the precision at the same level by this method.

E.Elharir, N.El-Bendary, A.Hassanien, A.Badr, A. M. M. Hussein, and V.Snasel, "Random Forests Based Classification for Crops Ripeness Stages", Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications IBICA 2014, vol. 303: Springer International Publishing, pp. 205–215, 2014. Abstract

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Vural, A., H. Negm, and C. Vicini, "Rebotic Surgery of Skull Base", All Around the Nose: Springer, 2020.
Waleed Yamany, N. El-Bendary, H. M. Zawbaa, A. E. Hassanien, and Václav Snášel, "Rough Power Set Tree for Feature Selection and Classification: Case Study on MRI Brain Tumor", Innovations in Bio-inspired Computing and Applications: Springer International Publishing, pp. 259–270, 2014. Abstract
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Van Sciver, S. W., S. Breon, E. Canavan, B. Helvensteijn, and A. Khalil, "Some experiments with helium II above the critical heat flux", Stability of superconductors in helium I and helium II, 1981. Abstract
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Van Sciver, S. W., S. Breon, E. Canavan, B. Helvensteijn, and A. Khalil, "Some experiments with helium II above the critical heat flux", Stability of superconductors in helium I and helium II, 1981. Abstract
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Fisher, B. J., D. Kraskauskas, B. Mohammed, E. J. Martin, D. Brophy, N. F. Voelkel, A. A. Fowler, and R. Natarajan, "Vitamin C Prevents Sepsis Induced Organ Injury By Attenuating Neutrophil Extracellular Trap Formation", C21. IT TAKES A VILLAGE TO REPAIR THE LUNG: CELLS, PATHWAYS, AND METHODS: American Thoracic Society, pp. A3841-A3841, 2013. Abstract
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Natarajan, R., B. J. Fisher, D. Kraskauskas, B. Mohammed, E. J. Martin, D. Brophy, N. F. Voelkel, and A. A. Fowler, "Vitamin C Prevents Sepsis Induced Organ Injury By Attenuating Neutrophil Extracellular Trap Formation", C21. IT TAKES A VILLAGE TO REPAIR THE LUNG: CELLS, PATHWAYS, AND METHODS: American Thoracic Society, pp. A3841 - A3841, 2013. Abstract
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Kudělka, M., Václav Snášel, Z. Horák, A. E. Hassanien, and A. Abraham, "Web communities defined by web page content", Computational Social Network Analysis: Springer London, pp. 349–370, 2010. Abstract
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Kudělka, M., Václav Snášel, Z. Horák, A. E. Hassanien, and A. Abraham, "Web communities defined by web page content", Computational Social Network Analysis: Springer London, pp. 349–370, 2010. Abstract
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Book
Badr, A., S. Fahmy, A. Monem, M. Zaghloul, N. Hassan, I. Abdel-Kader, K. Varjabedian, A. Afifi, sakrsaber, G. Osman, et al., Performance Evaluation of Institutional Animal Care and Use Committees in Egypt, , 2016/04/02. Abstract
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Tourism