my papers were published in journals or conferences

-Using Chi-square test a cryptographic Algorithm Journal of the college of Science / University of Qadisiyah Publishing Year 2005

2-Improving partitioning Around Medoid Algorithm Journal of the Faculty of Science / University of Qadisiyah Publishing Year 2006

3-Disparity of produced values ​​from Aggregate functions Journal of the College of Science / University of Qadisiyah Publishing Year 2008

4-Apply Genetic Algorithm to Generate Association Rule Journal of the Faculty of Science / University of Qadisiyah Publishing Year 2007

5-Aggregation is one of the challenges in Learning Probabilistic Relational Models Iraqi Journal of Computer Engineering and communication and control systems / University of technological / Volume 1 / Issue 10/2011

6-Learning Probabilistic Relational Model based Aggregation College of Science / University of Qadisiyah Publishing Year 2009

7-Construction Probabilistic Relational Models from Relational Database Special Issue first scientific conference at the College of Administration and Economics / March 2009 / Publishing Year 2009

8-Relationship between disparities of produced values ​​from Aggregate, Functions and Bayes Factor, Journal of the College of Science / First Conference / 2010

9-Entropy-based Algorithm for discretization National Journal of the College of Computer Science and Mathematics, 2012

10-Using Data Mining techniques to diagnosis heart disease Accepted for publication in the Proceedings of ICSSBE2012 conference in September 2012

11- Impact of mutation weights on training Backpropagation Neural Networks Published in IJERT journal volume (2) , December(2013)

12- Predictive Model based on Logical Analysis of Data It is under published in National Journal of the College of Computer Science and Mathematics,2014

13- Modify Initialization k-means Clustering Algorithm to Generate Initial Centroids, It is under published in National Journal of the College of Computer Science and Mathematics,2014

14- UNCOVERING FEATURES NOISE WITH K-MEANS ALGORITHM USING ENTROPY MEASURE, IJSRET Volume 5 Issue 4, April 2016.

15- Impact of Image Contrast on the Number of Clusters with k-means Algorithm, ijecce Volume 7,Issue 2, Mar. 2016.

16- Localizing Optic Disc in Retinal Image Automatically with Entropy Based Algorithm, Lamia AbedNoor Muhammed, International Journal of Biomedical Imaging, Research Article (7 pages), Article ID 2815163, Volume 2018 (2018), https://www.hindawi.com/journals/ijbi/2018/2815163/

17- Diabetic Retinopathy Diagnosis based on Convolutional Neural Network is under printing, it was presented in the 2IVCPS Conference in Iraq

18- A Convolutional Neural Network for Arrhythmia Classification: A review is under printing

19- Educational Data Mining: Analyzing teacher behavior based Student's Performance,

Accepted paper in 4^TH INTERNATIONAL CONFERENCE OF COMPUTER AND INFORMATICS ENGINEERING, IT-Based Digital Industrial Innovation for The Welfare of Society, 14-15 September 2021.

20- Arrhythmia Classification Using One Dimensional Conventional Neural Network, Accepted to be published in Int. J. Advance Soft Compu. Appl, Vol. 13, No. 3, November 2021, Print ISSN: 2710-1274, Online ISSN: 2074-8523,Copyright © Al-Zaytoonah University of Jordan (ZUJ).

21-Educational Data Mining: Analyzing Teacher Behavior Based Student's Performance , was presented in 4 th IC2IE 2021 conference, will be published through IEEE Xplore .