List of Publication Computer Science Department, College of Computer Science and Information Systems, Najran University

 

Faculty Member Name: Dr. Addin Osman

Department: Computer Science

Email:  aomaddin@nu.edu.sa

Date: 1/3/2017

1.Anwar Ali Yahya, Addin Osman, Mohammad Said El-Bashir, Rocchio algorithm-based particle initialization mechanism for effective PSO classification of high dimensional data, Swarm and Evolutionary Computation, 2016.

2.Anwar Ali Yahya, Addin Osman, and Mohamed Khairi, Mining educational data to analyze teaching effectiveness, Journal of Theoretical and Applied Information Technology 89 (1), 267-276, 2016.

3.Addin Osman and Anwar Ali Yahya, Classification of Exam Questions Using Linguistically-Motivated Features: A Case Study Based on Bloom's Taxonomy, The Third  International Arab Conference on Quality Assurance in Higher Education (IACQA'2016), Sudan University of Science and Technology, Khartoum, Sudan, February 09-11, 2016.

4.Addin Osman, Particle Swarm Optimization for University Course Timetable Scheduling: Evaluation of Particle Parameters and Comparing their Effects, International Journal of Artificial Intelligence, Vol. 2, Pages, 1-10, 2015.

5. Ahmed Abdu Alattab, Sameem Abdul Kareem, Anwar Ali Yahya, Addin Osman, An Effective Approach Towards Content-Based Human Facial Image Detection and Retrieval, International Journal of Simulation Systems, Science & Technology, Vol. 15, No.1, Pages 33-43, 2014.

6.Anwar Ali Yahya, Addin Osman, Swarm Intelligence in Educational Data Mining, Machine Learning and Data Analysis Symposium, Doha, Qatar, March 3-4, 2014.

7. Anwar Ali Yahya, Addin Osman and Ahmed Alattab, Educational Data Mining: A Case Study of Teacher's Classroom Questions, Thirteenth International Conference on Intelligent, Systems Design and Applications (ISDA 2013), Malaysia (December 08-10, 2013)

8. Anwar Ali Yahya, Zakaria ToukalAddin OsmanBloom's Taxonomy–Based Classification for Item Bank Questions Using Support Vector Machines, Springer-Verlag Berling Heidelberg Modern Advances in Intelligent Systems and Tools Studies in Computational Intelligence, 2012, Volume 431, 135-140, 2012.

 

 

 

Faculty Member Name: Dr. Anwar Ali Yahya

Department: Computer Science

Email:  

Date: 1/3/2017

-              Journal Publications

1.        Anwar Ali Yahya, Addin Osman, Mohammad Said El-Bashir: Rocchio Algorithm-based Particle Initialization Mechanism for Effective PSO Classification of High Dimensional Data, Swarm and Evolutionary Computation (Publisher: Elsevier, ISI-JCR Indexed, IF: 2.963).

2.        Anwar Ali Yahya, Addin Osman, Mohamed Khairi: Mining educational data to analyze teaching effectiveness, Journal of Theoretical and Applied Information Technology, 89 (1), pp. 249-258, (Publisher: Asian Research, Scopus Indexed, SJR: 0.171).

3.        Ahmed Abdu Alattab, Sameem Abdul Kareem, Anwar Ali Yahya, Addin Osman: An Effective Approach towards Content-Based Human Facial Image Detection and Retrieval. International Journal of Simulation: Systems, Science & Technology, 15 (1), pp. 33-43. (Publisher: UK Simulation Society, Scopus Indexed, SJR: 0.116 )

4.        Anwar Ali Yahya: Applying machine learning to analyse teachers' instructional questions. International Journal of Advanced Intelligence Paradigms, 6 (4), pp. 312-327. (Publisher: Indercience, Scopus Indexed, SJR: 0.39 )

5.        Addin Osman, Adlan Balola, Anwar Ali Yahya, Yahya Ali Abdelrahman: A Survey of University Courses Timetable Scheduling Problem, Journal of Computing, 3(9).

6.        Anwar Ali Yahya: Feature Selection for High Dimensional Data: An Evolutionary Filter Approach. Journal of Computer Science, 7(5), pp. 800-820, (Publisher: Science Publications, Scopus Indexed, SJR:0.292 ).

7.        Anwar Ali Yahya, Ramlan Mahmod, Abd Rahman Ramli: Dynamic Bayesian networks and variable length genetic algorithm for designing cue-based model for dialogue act recognition. Computer Speech & Language, 24, PP. 24(2),pp. 190-218. (Publisher: Elsevier, ISI-JCR Indexed, IF: 1.324).

8.        Anwar Ali Yahya, Abd Rahman Ramli: Genetic-based approach for cue phrase selection in dialogue act recognition. Evolutionary Intelligence, Journal of Evolutionary Intelligence, (1):253–269 (Publisher: Springer, Scopus Indexed, SJR: 0.947).

9.        Anwar Ali Yahya, Ramlan Mahmod, Fatimah Ahmad, Md. Nasir Sulaiman: Bayesian Networks Model for Dialogue Act Recognition Based On Intra-Utterance Features and Inter-Utterances Context, Suranaree Journal of Science and Technology, 13 (4), pp. 285-297.

 

-              Conference Proceedings

1.        Addin Osman, Anwar Ali Yahya: Classifications of Exam Questions Using Linguistically-Motivated Features: A Case Study Based on Bloom's Taxonomy. The Sixth International Arab Conference on Quality Assurance in Higher Education (IACQA' 2016), Sudan University of Science and Technology, Republic of Sudan.

2.        Anwar Ali Yahya, Addin Osman: Classification of High Dimensional Educational Data using Particle Swarm Classification. Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA 2014, 7073176, pp. 34-41, (Publisher: IEEE, Scopus Indexed, SJR: 0.1).

3.        Anwar Ali Yahya, Addin Osman, Ahmad Taleb, Ahmed Abdu Alattab: Analyzing the Cognitive Level of Classroom Questions Using Machine Learning Techniques. Procedia - Social and Behavioral Sciences, 97, pp. 587-595,  11/2013.

4.        Anwar Ali Yahya: Educational Data Mining: A Case Study of Teacher's Classroom Questions. International Conference on Intelligent Systems Design and Applications, ISDA2013 6920714, pp. 92-97, (Publisher: IEEE, Scopus Indexed, SJR: 0.164).

5.        Ahmad M. Taleb, Anwar A. Yahya, Nasser M. Taleb: Parallel Genetic Algorithm Model to Extract Association Rules. DBKDA 2013, The Fifth International Conference on Advances in Databases, Knowledge, and Data Applications; 01/2013.

6.        Anwar Ali Yahya: Automatic Classification of Questions into Bloom's Cognitive Levels using Support Vector Machines. The International Arab Conference on Information Technology, Naif Arab University for Security Science (NAUSS), Riyadh, Saudi Arabia; 12/2011.

7.        Anwar Ali Yahya, Abd Rahman Ramli: Dialogue Act Recognition using Probabilistic Networks and Ranking-based Feature Selection. International Arab Conference of Information Technology, Sana'a – Yemen, 12/2009.

8.        Anwar Ali Yahya: Dynamic Bayesian Networks with Ranking-based Feature Selection for Dialogue Act Recognition. International Advanced of Technology Congress (ATCi),, PWTC, Malaysia, 11/2009.

9.        Anwar Ali Yahya, Ramlan Mahmod, Fatimah Dato Ahmad: Variable Length Genetic Algorithm for Feature Selection in High Dimensional Domains. International Conference on Robotics, Vision, Information and Signal Processing ROVISP2007, Park Royal, Penang, Malaysia, 11/2007.

10.     Anwar Ali Yahya, Ramlan Mahmod, Fatimah Ahmad, Md. Nasir Sulaiman: Dynamic Bayesian Networks for Intention Recognition in Conversational Agent. 3rd International Conference on Artificial Intelligence in Engineering and Technology, Universiti Malaysia Sabah, 11/2006.

11.     Anwar Ali Yahya, Ramlan Mahmod, Fatimah Ahmad, Md Nasir Sulaiman: Enhanced Bayesian Networks Model for Dialogue Act Recognition in Dialogue Systems. International Symposium on Information and Communication Technologies (M2USIC2006), Multimedia University, Malaysia, 11/2006.

 

-              Posters

1.        Anwar Ali Yahya and Mohamed Khairi: Analyzing Teaching Effectiveness using Machine Learning Techniques. Machine Learning and Data Analytics Symposium - MLDAS, Doha, Qatar, 04/2016.

2.        Anwar Ali Yahya: Swarm Intelligence for High Dimensional Data Analytics : An Empirical Case Study. Machine Learning and Data Analytics Symposium - MLDAS, Doha, Qatar, 03/2015.

3.        Anwar Ali Yahya: Swarm Intelligence in Educational Data Mining. Machine Learning and Data Analytics Symposium - MLDAS, Doha, Qatar, 03/2014.

-              Book Chapters

1.        Anwar Ali Yahya, Zakaria Toukal, Addin Osman: Bloom's Taxonomy–Based Classification for Item Bank Questions Using Support Vector Machines. Modern Advances in Intelligent Systems and Tools, Edited by Wei Ding, He Jiang, Moonis Ali, 04/2012, (Publisher: Springer, Scopus Indexed, SJR: 0.28).

 

 

Faculty Member Name: Mr. Haji Moinuddin

Department: Computer Science

Email:  hmaddin@nu.edu.sa

Date: 2/3/2017

 1.Throughput Enhancement of IEEE 802.11 WLAN via Frame Aggregation

 

2.Performance Analysis of Major Protocols in Ad Hoc Networks

3.Routing Fairness in Mobile Ad-Hoc Networks  Analysis and Enhancement

4.Wearable WBAN On-body System for Continuous Health Monitoring