Alaa Hamoud

University of Basrah - Department of Computer Information Systems

Basrah

Iraq

SCHOLARLY PAPERS

17

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SSRN CITATIONS
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Top 42,769

in Total Papers Citations

16

CROSSREF CITATIONS

1

Scholarly Papers (17)

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 534 (65,638)
Citation 2

Abstract:

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

2.

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: 13 Jun 2020
Alaa Hamoud and Taleb Obaid
University of Basrah - Department of Computer Information Systems and University of Basrah
Downloads 157 (235,065)
Citation 8

Abstract:

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Clinical Data Warehouse, Diseases Registry, ETL, OLAP

3.

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 146 (249,447)
Citation 1

Abstract:

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

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 119 (291,495)
Citation 2

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

5.

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 115 (298,473)

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

6.

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 86 (361,163)
Citation 4

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

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 62 (432,992)
Citation 4

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.

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 59 (443,648)

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Predation, Ecosystem, Differential Equation, Lotka-Volterra Model

9.

Student’s Success Prediction Model Based on Artificial Neural Networks (ANN) and a Combination of Feature Selection Methods

Journal of Southwest Jiaotong University, 54(3), June 2019
Number of pages: 19 Posted: 29 Jun 2020
Alaa Hamoud and Aqeel Humadi
University of Basrah - Department of Computer Information Systems and Misan University - Department of Electricity
Downloads 43 (508,377)

Abstract:

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EDM, success prediction, ANN, feature selection, info gain, correlation, SVM, PCA

10.

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 34 (552,826)
Citation 6

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

11.

The Effect of Not Using Internet of Things in Critical Life Situations in the Health Field and the Effect on Iraqi Profitability: Empirical Study in Basra

Journal of Southwest Jiaotong University, 54(4), Aug. 2019
Number of pages: 13 Posted: 29 Jun 2020
University of Basrah, University of Basrah - Department of Computer Information Systems and University of Basrah
Downloads 23 (619,687)

Abstract:

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IOT, Drone Ambulance, Healthcare, Dependent Variables, Independent Variables, SPSS

12.

A Review of Various Steganography Techniques in Cloud Computing

University of Thi-Qar Journal of Science, 7(1), 113-119
Number of pages: 7 Posted: 01 Jul 2020
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 19 (647,907)

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Cloud Computing, Steganography, Data Security, Cryptography

13.

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 19 (647,907)

Abstract:

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OLAP, Clinical Data Warehouse, Decision Support Action

14.

Machine Learning Prediction Approach to Enhance Congestion Control in 5G IoT Environment

Electronics, 8(6), 607
Number of pages: 23 Posted: 01 Jul 2020
Tikrit University, University of Basrah - Department of Computer Information Systems, Universitat Politècnica de València and Universitat Politècnica de València
Downloads 17 (662,242)

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machine learning, decision tree algorithm, IoT, WSN, C4.5, congestion control, 5G network

15.

Liver Hepatitis Diagnosing based on Fuzzy Inference System

Journal of Southwest Jiaotong University, 54(4), Aug. 2019
Number of pages: 10 Posted: 29 Jun 2020
Aqeel Humadi and Alaa Hamoud
Misan University - Department of Electricity and University of Basrah - Department of Computer Information Systems
Downloads 8 (731,808)

Abstract:

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Fuzzy Inference System, Fuzzy Logic, 3D-Discrete Wavelet, Normalized Mean Color Histogram

16.

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

17.

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