PUBLICATIONS

Alaa EL-Halees, Mohammed Tafish (2020) “Breast Cancer Severity Predication Using Deep Learning Techniques”,  Jordanian Journal of Computers and Information Technology (JJCIT), Vol. 06, No. 01, March 2020.

Alaa El-Halees, Khaled Alsayed (2019)“Prediction of Diabetes Complications Using Data Mining Technique”. The International Arab Conference on Information Technology (ACIT’2019) .Al- Ain University, UAE, December 3-5, 2019.

Ahmed Y. Abu El-Qumsan, Alaa El-Halees (2018) “Template based Medical Reports Summarization”, International Journal of Computer Applications (0975 – 8887) Volume 179 – No.17, February 2018.

Hosam H. A. Mukhairez, Alaa M. Al-Halees. (2018) “Medium-term Forecasting for City Water Demand and Revenue”.   International Journal of Intelligent Computing Research (IJICR), Volume 9, Issue 2, June 2018.

Alaa El-Halees, Doaa Saleh. (2018)  “Feature-Based Opinion Summarization for Arabic Review”. The 19th International Arab Conference on Information Technology – ACIT 2018. Lebanon, 28-30 Nov. 2018.

Mohammed Tafish , Alaa El-Halees (2018) . “Breast Cancer Severity Degree Predication Using Data Mining Techniques in the Gaza Strip (Case study)”. International Conference on promising Electronic Technologies (ICPET). Dier ElBalah-Palestine. 3-4 Oct. 2018..

Alaa M. El-Halees (2017)  ” Arabic Text Genre Classification”,  Journal Of Engineering Research And Technology, Volume 4, Issue 3, September 2017.

Alaa El-Halees , Emad Kohel (2017) ” Integrate Database Design Techniques with Agile Applications “, International Arab Conference on Information Technology (ACIT’2017), Sfax University, Tunisia, December 22-24, 2017.

Mohamed D Almadhoun and Alaa M El-Halees (2017)  “Different Mining Techniques for Health Care Data Case Study of Urine Analysis Test“, International Journal of Biomedical Data Mining, vol. 17,no. 2.

Alaa M. El-Halees , Ahmed Al-Asmar (2017)  ” Ontology Based Arabic Opinion Mining”, Journal of Information and Knowledge Management.  16, 1750028 (2017)

Alaa M. El-Halees , Asem H. Shurrab   (2017) “ Blood Tumor Prediction Using Data Mining Techniques“, Health Informatics – An International Journal (HIIJ),  Vol.6, No.2, May 2017.

Alaa M. El-Halees ,  Mohammed I. Qrenawi. (2017)  ” Prediction of Cardiovascular Diseases Among Diabetes Patients Using Data Mining” International Journal of Medical Technology

Alaa El-Halees . (2017) “Arabic Opinion Mining Using Distributed Representations of Documents“. In the proceedings   of    2017 Palestinian International Conference on Information and  Communication Technology (PICICT 2017). Gaza, Palestine.

Alaa El-Halees, Wafa Ahmed  (2017)”  Arabic Opinion Mining Using Parallel Decision Trees“, In the proceedings   of    2017 Palestinian International Conference on Information and  Communication Technology (PICICT 2017). Gaza, Palestine.

Alaa El-Halees, Amani Abed (2017) ” Detecting Subjectivity in Staff Performance Appraisals by Using Text Mining“,  In the proceedings  of    2017 Palestinian International Conference on Information and  Communication Technology (PICICT 2017). Gaza, Palestine.

Alaa El-Halees ,Ibrahim M. Abu-Zaid  (2017)” Automated Usability Evaluation on University Websites using Data Mining Methods“,Palestinian Journal for Open Education, vol. 5 no 9, pp.13-21. Alquds Open University.

Alaa M. El-Halees Nael T. Elyezjy (2015) Investigating Crimes using Text Mining and Network Analysis, International Journal of Computer Applications, vol 126, no.8,  pp. 19-25, 2015.

Hafiz Jabr Younis, Alaa Al Halees, Mohammed Radi  (2015) ” Hybrid Load Balancing Algorithm In Heterogeneous Cloud Environment”, International Journal Of Soft Computing And Engineering (IJSCE). Vol. 5. No. 3,July 2015.

S. F. Issawi, A. El-Halees, M. Radi “(2015) An Efficient Adaptive Load Balancing Algorithm For Cloud Computing Under Bursty Workloads“, Engineering, Technology & Applied Science Research, Vol. 5, No. 3,2015.

 Alaa El-Halees, Randa Hemaid (2015) “Improving Teacher Performance Using Data Mining”, International Journal Of Advanced Resear In Computer And Communication Engineering Vol. 4, Issue 2 Feb., 2015.

Alaa E-Halees, Ghadeer S. Abu-Oda, (2015)“Data Mining in Higher Education : University Student Dropout Case Study” International Journal of Data Mining & Knowledge Management Process 01/2015; 5(1):15-27

Ahmmed Abu Hammad and Alaa El-Halees (2015) ” An Approach for Detecting Spam in Arabic Opinion Reviews” , International Arab Journal of Information Technology , Vol. 12 No. 1, 2015.

Alaa El-Halees. (2014) “Mining Changes of Opinions Expressed by Students to Improve Course Evaluation”. The International Arab Conference On Information Technology (ACIT2014), At University Of Nizwa, Oman.

Alaa El-Halees and Mohammed Alnajjar (2014) ” Evaluating Software Quality Assurance Practices  In Gaza Strip“, In The Islami University Journal (Series of Natural Studies and Engineering) .Vol .21, No 1 Jan. 2014.

Alaa El-Halees (2012) ,”Software Usability Evaluation Using Opinion Mining“, Journal of Software. Journal of Software  Vol. 9, No. 2, Feb 2014.

Alaa El-Halees, (2014)” Opinion Mining From Arabic Comparative Sentences”, Arab Informatics Journal, Naif Arab University for Security Science (NAUSS) , Vol. 2, No 4. (In Arabic).

Marwa Al-Roby and Alaa El-Halees  (2013) “Classifying Multi-Class Imbalanced Data“, Egyptian Computer Science Journal ,  Vol. 37, No.5. Sep. 2013

Alaa El-Halees (2012). “Opinion Mining From Arabic Comparative Sentences“, The International Arab Conference on Information Technology (ACIT’2012) Zarqa University, Jordan December 10-13, 2012.

Alaa M. El-Halees (2012) “Arabic Opinion Mining“. Natural Language Processing for Arabic Language. Colleges of Commuting and Information Society. 2012.

Eyad H. Elshami,  Alaa M. Alhalees  (2011)  ” Automated Diagnosis of Thalassemia Based on Data Mining Classifiers” The International Conference on Informatics & Applications University Sultan Zainal Abidin, Malaysia. June 3-5, 2012.

Mohammed M. Abu Tair, Alaa M. El-Halees.(2012) ”  Mining Educational Data to Improve Students’ Performance: A Case Study“. International Journal of Information and Communication Technology Research. Volume 2 No. 2, February 2012.

Mohammed Azara and Alaa El-Halees (2012). “Arabic Text Classification Using Learning Vector Quantization“. The 8th Internationa Conference on INFOrmatics and Systems (INFOS2012) –  Natural Language Processing Track. 14-16 May 2012.

Alaa El-Halees.(2011) ”  Mining Feature-opinion in Educational Data for Course Improvement“. International Journal on New Computer Architectures and Their Applications (IJNCAA) 1(3): 1101-1110 The Society of Digital Information and Wireless Communications, 2011 (ISSN: 2220-9085)

Alaa M. El-Halees. (2011)” Arabic Opinion Mining Using Combined Classification Approach“. In the Proceedings of the International Arab Conference on Information Technology (ACIT’2011) ,Naif Arab University for Security Science (NAUSS), Riyadh, Saudi Arabia December 11-14, 2011.

Marwa F. AlRoby,  Alaa M. ElHalees. (2011) ” Data Mining Techniques for Wind Speed Analysis“. Journal of Computer Engineering Vol 2, No 1.

Mohamed D. Almadhoun, Alaa M. El-Halees,(2011). “Different Mining Techniques for Health Care Data Case Study of Urine Analysis Test“. In the proceedings of the Fifth International Conference on Intelligent Computing and Information Systems 30 June – 3 July, 2011, Cairo, Egypt

Alaa El-Halees.(2011)  “Mining Opinions in User-Generated Contents to Improve Course Evaluation“,  The Second International Conference on  Software Engineering and Computer Systems (ICSECS 2011) , Pahang, Malaysia, 27-29 June 2011-05-28.

Sarah N. Kohail, Alaa M. El-Halees.(2011) “Implementation of Data Mining Techniques for Meteorological Data Analysis“. International Journal of Information and Communication Technology Research. Vol.1 No.3, July 2011

Alaa El-Halees.(2011) ” Information Technology Ethical Issues in Graduate Student Research“, Graduate Studies Conference, Islamic University of Gaza, Gaza, Palestine 19-20 April 2011

Suhail Madoukh and Alaa El-Halees. (2011) “Knowledge Discovery of Electricity Consumption and Payment Fulfillment“, Internationl Journal of Computer Information Systems, Vol. 2, No. 4, 2011

Alaa El-Halees. (2009). “Filtering Spam E-Mail from Mixed Arabic and English”  The International Arab Journal of  Information Technology Vol 6 no. 1 Jan.

Alaa El-Halees (2008). “Mining Student Data to Analyze Learning Behavior: A Case Study“. In Proceedings of The 2008 international Arab Conference of Information Technology (ACIT2008), University of Sfax, Tunisia Dec 15- 18.

Alaa El-Halees (2008). ” A Comparative Study on Arabic Text Classification“, Egyptian Computer Science Journal Vol 20 no. 2 May

Alaa El-Halees (2007). “Arabic Text Classification Using Maximum Entropy “. In The Islamic University Journal (Series of Natural Studies and Engineering) .Vol 15, No 1 Jan. pp. 157-167.

El-Halees A. M. (2006). “Arabic Named Entity Recognition Using Maximum Entropy”. In proceedings of International Conference on The Role of Computer and its Effect on Development RCED’05. Al-Hussein Bin Talal University Ma’an – Jordan July, 3

El-Halees, (2006). “Mining Arabic Association Rules for Text Classification “. In The First International Conference on Mathematica Sciences. Al-Azhar University – Gaza. May 7-9, Gaza , Palestine.