Alaa Hamoud

University of Basrah - Department of Computer Information Systems

Basrah

Iraq

SCHOLARLY PAPERS

12

DOWNLOADS

280

SSRN CITATIONS

0

CROSSREF CITATIONS

0

Scholarly Papers (12)

1.

Predicting Student Performance in Higher Education Institutions Using Decision Tree Analysis

International Journal of Interactive Multimedia and Artificial Intelligence 5.2 (2018): 26-31
Number of pages: 6 Posted: 23 Sep 2018 Last Revised: 11 Jan 2019
University of Basrah - Department of Computer Information Systems, University of Basrah - Department of Computer Information Systems and University of Basrah - Department of Computer Information Systems
Downloads 54 (375,733)

Abstract:

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Prediction, Students’ Success, Decision Tree, Random Tree, REPTree, Weka

2.

Selection of Best Decision Tree Algorithm for Prediction and Classification of Students’ Action

American International Journal of Research in Science, Technology, Engineering & Mathematics, 16(1), September- November 2016, pp. 26-32
Number of pages: 7 Posted: 29 Aug 2017 Last Revised: 11 Jan 2019
Alaa Hamoud
University of Basrah - Department of Computer Information Systems
Downloads 54 (375,733)

Abstract:

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Educational Data Mining, Decision Tree Algorithms, J48 Algorithm, RepTree Algorithm, VFDT Algorithm

3.

Building Data Warehouse for Diseases Registry: First Step for Clinical Data Warehouse

International Journal of Scientific & Engineering Research, 2013. 4(7): p. 636-640
Number of pages: 5 Posted: 31 Oct 2017 Last Revised: 11 Jan 2019
Alaa Hamoud and Taleb Obaid
University of Basrah - Department of Computer Information Systems and University of Basrah
Downloads 47 (399,015)
Citation 3

Abstract:

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Clinical Data Warehouse, Diseases Registry, ETL, OLAP

4.

Students’ Success Prediction Based on Bayes Algorithms

International Journal of Computer Applications 178(7):6-12, November 2017
Number of pages: 7 Posted: 05 Dec 2017 Last Revised: 11 Jan 2019
University of Basrah - Department of Computer Information Systems, Misan University - Department of Electricity, University of Basrah - Department of Computer Information Systems and University of Basrah - Department of Computer Information Systems
Downloads 31 (463,185)

Abstract:

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Prediction, students’ success, naïve Bayes, Bayes network, Weka

5.

Applying Association Rules and Decision Tree Algorithms with Tumor Diagnosis Data

International Research Journal of Engineering and Technology, 2017. 3(8): p. 27-31
Number of pages: 14 Posted: 31 Aug 2017 Last Revised: 11 Jan 2019
Alaa Hamoud
University of Basrah - Department of Computer Information Systems
Downloads 22 (511,003)

Abstract:

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Data Mining, Tumor Diagnosis Records, Medical Data Set, Decision Tree Algorithm, Association rules Algorithm

6.

Predator-Prey Relationships System

International Journal of Computer Applications, Volume 140 – No.5, April 2016
Number of pages: 3 Posted: 29 Aug 2017 Last Revised: 10 Sep 2018
Taleb Obaid and Alaa Hamoud
University of Basrah and University of Basrah - Department of Computer Information Systems
Downloads 21 (516,814)

Abstract:

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Predation, Ecosystem, Differential Equation, Lotka-Volterra Model

7.

Design and Implementing Cancer Data Warehouse to Support Clinical Decisions

International Journal of Scientific & Engineering Research, 2016. 7(2): p. 1271-1285
Number of pages: 15 Posted: 31 Oct 2017 Last Revised: 11 Jan 2019
University of Basrah - Department of Computer Information Systems, Independent, University of Basrah and Independent
Downloads 20 (522,664)

Abstract:

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Cancer Data Warehouse, Extract Transform and Load (ETL), On- Line Analytical Processing (OLAP), Star Schema, Decision Support System (DSS)

8.

Clinical Data Warehouse: A Review

Iraqi Journal for Computers and Informatics, Vol. (44), Issue (2), 2018
Number of pages: 11 Posted: 19 Jan 2019 Last Revised: 21 Feb 2019
University of Basrah - Department of Computer Information Systems, University of Basrah - Department of Computer Information Systems and University of Basrah - Department of Computer Information Systems
Downloads 15 (552,136)

Abstract:

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Clinical Data Warehouse, Data Warehouse, ETL, Clinical Operational Systems, Electronic Medical Records

9.

Online Real Time Fuzzy Inference System Based Human Health Monitoring and Medical Decision Making

International Journal of Computer Science and Information Security, 2017. 15(4): p. 197-204
Number of pages: 8 Posted: 29 Aug 2017 Last Revised: 11 Jan 2019
Aqeel Humadi and Alaa Hamoud
Misan University - Department of Electricity and University of Basrah - Department of Computer Information Systems
Downloads 9 (589,561)

Abstract:

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Remote Patients Monitoring (RPM), Medical State, Blood Pressure, Heart Rate, Body Temperature, Fuzzy Inference System (FIS)

10.

Using OLAP with Diseases Registry Warehouse for Clinical Decision Support

International Journal of Computer Science and Mobile Computing, Vol.3 Issue.4, April- 2014, pg. 39-49
Number of pages: 11 Posted: 31 Oct 2017 Last Revised: 11 Jan 2019
Alaa Hamoud and Taleb Obaid
University of Basrah - Department of Computer Information Systems and University of Basrah
Downloads 7 (602,536)

Abstract:

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OLAP, Clinical Data Warehouse, Decision Support Action

11.

Analyzing Students’ Answers Using Association Rule Mining Based on Feature Selection

Journal of Southwest Jiaotong University 53.5 (2018)
Posted: 17 Mar 2019
University of Basrah - Department of Computer Information Systems, University of Basrah - Department of Computer Information Systems and University of Basrah - Department of Computer Information Systems

Abstract:

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Educational Data Mining (EDM), Association Rules, Apriori, Feature Selection, ReliefF, Weka

12.

Classifying Students’ Answers Using Clustering Algorithms Based on Principle Component Analysis

Journal of Theoretical and Applied Information Technology, 2018. 96(7): p. 1813-1825
Posted: 13 Nov 2018 Last Revised: 11 Jan 2019
Alaa Hamoud
University of Basrah - Department of Computer Information Systems

Abstract:

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Educational Data Mining (EDM), Student’s Answers, Clustering Algorithm, Principles Component Analysis (PCA), Classification, Weka