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Scopus Author ID: 57196038163
ResearcherID: V-4601-2019
JRIN: 100059.400.200.831.0000-0003-4093-9349
SciProfiles: 1539280

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Employment (6)

Al Hussein Technical University: Amman, Amman, JO

2021 to present | Assistant Professor (Artificial Intelligence and Data Science)
Employment
Source: Self-asserted source
Raneem Qaddoura

Philadelphia University: Amman, Amman, JO

2015-10-25 to 2021-08-31 | Assistant professor (Information Technology)
Employment
Source: Self-asserted source
Raneem Qaddoura

RealSoft: Amman, JO

2014-01 to 2015-12 | PMO Manager
Employment
Source: Self-asserted source
Raneem Qaddoura

SNSEO: Amman, JO

2011 to 2013 | Technical Team Leader
Employment
Source: Self-asserted source
Raneem Qaddoura

SNSEO: Amman, JO

2009 to 2011 | Senior Web Developer
Employment
Source: Self-asserted source
Raneem Qaddoura

IntraSoft: Amman, JO

2007 to 2009 | Application Developer
Employment
Source: Self-asserted source
Raneem Qaddoura

Education and qualifications (3)

The University of Jordan: Amman, Amman, JO

2016 to 2020 | PhD of Data Science and Machine Learning (Computer Science)
Education
Source: Self-asserted source
Raneem Qaddoura

The University of Jordan: Amman, Amman, JO

2007 to 2009 | Master (Computer Information Systems)
Education
Source: Self-asserted source
Raneem Qaddoura

The University of Jordan: Amman, Amman, JO

2003 to 2007 | BSc (Computer Information Systems)
Education
Source: Self-asserted source
Raneem Qaddoura

Works (25)

A Multiclass Classification Approach for IoT Intrusion Detection Based on Feature Selection and Oversampling

2024 | Book chapter
DOI: 10.1007/978-3-031-34969-0_8
Contributors: Zayna Amierh; Lina Hammad; Raneem Qaddoura; Huthaifa Al-Omari; Hossam Faris
Source: check_circle
Crossref

Towards optimal tuned machine learning techniques based vehicular traffic prediction for real roads scenarios

Ad Hoc Networks
2024-08 | Journal article
DOI: 10.1016/j.adhoc.2024.103508
Contributors: Raneem Qaddoura; Maram Bani Younes; Azzedine Boukerche
Source: check_circle
Crossref

Investigating the Performance of a Novel Modified Binary Black Hole Optimization Algorithm for Enhancing Feature Selection

Applied Sciences
2024-06-14 | Journal article
DOI: 10.3390/app14125207
Contributors: Mohammad Ryiad Al-Eiadeh; Raneem Qaddoura; Mustafa Abdallah
Source: check_circle
Crossref
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Temporal prediction of traffic characteristics on real road scenarios in Amman

Journal of Ambient Intelligence and Humanized Computing
2023-07 | Journal article
DOI: 10.1007/s12652-022-03708-0
Contributors: Raneem Qaddoura; Maram Bani Younes
Source: check_circle
Crossref

An Object Classification Approach for Autonomous Vehicles Using Machine Learning Techniques

World Electric Vehicle Journal
2023-02-03 | Journal article
DOI: 10.3390/wevj14020041
Contributors: Majd Alqarqaz; Maram Bani Younes; Raneem Qaddoura
Source: check_circle
Crossref

EvoCC: An Open-Source Classification-Based Nature-Inspired Optimization Clustering Framework in Python

Lecture Notes in Computer Science
2022 | Journal article
DOI: 10.1007/978-3-031-02462-7_6
WOSUID: WOS:000873604200006
Contributors: Dang, Anh T.; Qaddoura, Raneem; Al-Zoubi, Ala' M.; Faris, Hossam; Castillo, Pedro A.
Source: check_circle
Web of Science Researcher Profile Sync

Sentiment Analysis of Customers' Reviews Using a Hybrid Evolutionary SVM-Based Approach in an Imbalanced Data Distribution

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3149482
WOSUID: WOS:000764652100001
Contributors: Obiedat, Ruba; Qaddoura, Raneem; Al-Zoubi, Ala' M.; Al-Qaisi, Laila; Harfoushi, Osama; Alrefai, Mo'ath; Faris, Hossam
Source: check_circle
Web of Science Researcher Profile Sync

An Enhanced Evaporation Rate Water-Cycle Algorithm for Global Optimization

Processes
2022-11-02 | Journal article
DOI: 10.3390/pr10112254
Contributors: Abdelazim G. Hussien; Fatma A. Hashim; Raneem Qaddoura; Laith Abualigah; Adrian Pop
Source: check_circle
Crossref
grade
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A Predictive Text System for Medical Recommendations in Telemedicine: A Deep Learning Approach in the Arabic Context

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3087593
Contributors: Maria Habib; Mohammad Faris; Raneem Qaddoura; Alaa Alomari; Hossam Faris
Source: check_circle
Crossref

Android Ransomware Detection Based on a Hybrid Evolutionary Approach in the Context of Highly Imbalanced Data

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3071450
Contributors: Iman Almomani; Raneem Qaddoura; Maria Habib; Samah Alsoghyer; Alaa Al Khayer; Ibrahim Aljarah; Hossam Faris
Source: check_circle
Crossref

An Intelligent Hybrid Sentiment Analyzer for Personal Protective Medical Equipments Based on Word Embedding Technique: The COVID-19 Era

Symmetry
2021-12-01 | Journal article
DOI: 10.3390/sym13122287
Contributors: Ruba Obiedat; Laila Al-Qaisi; Raneem Qaddoura; Osama Harfoushi; Ala’ M. Al-Zoubi
Source: check_circle
Crossref
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An Evolutionary-Based Sentiment Analysis Approach for Enhancing Government Decisions during COVID-19 Pandemic: The Case of Jordan

Applied Sciences
2021-09-29 | Journal article
DOI: 10.3390/app11199080
Contributors: Ruba Obiedat; Osama Harfoushi; Raneem Qaddoura; Laila Al-Qaisi; Ala’ M. Al-Zoubi
Source: check_circle
Crossref
grade
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Toward an Automatic Quality Assessment of Voice-Based Telemedicine Consultations: A Deep Learning Approach

Sensors
2021-05-10 | Journal article
DOI: 10.3390/s21093279
Contributors: Maria Habib; Mohammad Faris; Raneem Qaddoura; Manal Alomari; Alaa Alomari; Hossam Faris
Source: check_circle
Crossref
grade
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A Multi-Layer Classification Approach for Intrusion Detection in IoT Networks Based on Deep Learning

Sensors
2021-04-24 | Journal article
DOI: 10.3390/s21092987
Contributors: Raneem Qaddoura; Ala’ M. Al-Zoubi; Hossam Faris; Iman Almomani
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Multi-Stage Classification Approach for IoT Intrusion Detection Based on Clustering with Oversampling

Applied Sciences
2021-03-28 | Journal article
DOI: 10.3390/app11073022
Contributors: Raneem Qaddoura; Ala’ M. Al-Zoubi; Iman Almomani; Hossam Faris
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

An efficient clustering algorithm based on the k-nearest neighbors with an indexing ratio

International Journal of Machine Learning and Cybernetics
2020 | Journal article
DOI: 10.1007/s13042-019-01027-z
EID:

2-s2.0-85075399328

Part of ISSN: 1868808X 18688071
Contributors: Qaddoura, R.; Faris, H.; Aljarah, I.
Source: Self-asserted source
Raneem Qaddoura via Scopus - Elsevier

An efficient evolutionary algorithm with a nearest neighbor search technique for clustering analysis

Journal of Ambient Intelligence and Humanized Computing
2020 | Journal article
DOI: 10.1007/s12652-020-02570-2
EID:

2-s2.0-85092022227

Part of ISSN: 18685145 18685137
Contributors: Qaddoura, R.; Faris, H.; Aljarah, I.
Source: Self-asserted source
Raneem Qaddoura via Scopus - Elsevier

Empirical Evaluation of Distance Measures for Nearest Point with Indexing Ratio Clustering Algorithm

Proceedings of the International Joint Conference on Computational Intelligence (IJCCI)
2020 | Journal article
DOI: 10.5220/0010121504300438
WOSUID: WOS:000799272000043
Contributors: Qaddoura, Raneem; Faris, Hossam; Aljarah, Ibrahim; Merelo, J. J.; Castillo, Pedro A.
Source: check_circle
Web of Science Researcher Profile Sync

EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework in Python

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | Book
DOI: 10.1007/978-3-030-43722-0_2
EID:

2-s2.0-85084752686

Part of ISSN: 16113349 03029743
Contributors: Qaddoura, R.; Faris, H.; Aljarah, I.; Castillo, P.A.
Source: Self-asserted source
Raneem Qaddoura via Scopus - Elsevier

Intelligent detection of hate speech in Arabic social network: A machine learning approach

Journal of Information Science
2020 | Journal article
DOI: 10.1177/0165551520917651
EID:

2-s2.0-85084999430

Part of ISSN: 17416485 01655515
Contributors: Aljarah, I.; Habib, M.; Hijazi, N.; Faris, H.; Qaddoura, R.; Hammo, B.; Abushariah, M.; Alfawareh, M.
Source: Self-asserted source
Raneem Qaddoura via Scopus - Elsevier

Dental radiography segmentation using expectation-maximization clustering and grasshopper optimizer

Multimedia Tools and Applications
2020-08-16 | Journal article
DOI: 10.1007/s11042-020-09014-1
Contributors: Raneem Qaddoura; Waref Al Manaseer; Mohammad A. M. Abushariah; Mohammad Aref Alshraideh
Source: check_circle
Crossref
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Comparative Study for the Effect of CPU Speed in Fog Networks

5th International Symposium on Innovation in Information and Communication Technology, ISIICT 2018
2019 | Conference paper
DOI: 10.1109/ISIICT.2018.8613284
EID:

2-s2.0-85062164967
Contributors: Qaddoura, R.; Manaseer, S.
Source: Self-asserted source
Raneem Qaddoura via Scopus - Elsevier

Matrix multiplication of big data using MapReduce: A review

Proceedings of 2nd International Conference on the Applications of Information Technology in Developing Renewable Energy Processes and Systems, IT-DREPS 2017
2018 | Conference paper
DOI: 10.1109/IT-DREPS.2017.8277807
EID:

2-s2.0-85046675539
Contributors: Qasem, M.H.; Sarhan, A.A.; Qaddoura, R.; Mahafzah, B.A.
Source: Self-asserted source
Raneem Qaddoura via Scopus - Elsevier

A weighted framework for process model selection

30th International Conference on Computer Applications in Industry and Engineering, CAINE 2017
2017 | Conference paper
EID:

2-s2.0-85031126899
Contributors: Al-Zaghoul, F.; Hudaib, A.; Qaddoura, R.; Qasem, M.H.; Abu-Srhan, A.
Source: Self-asserted source
Raneem Qaddoura via Scopus - Elsevier

Requirements prioritization techniques review and analysis

Proceedings - 2017 International Conference on New Trends in Computing Sciences, ICTCS 2017
2017 | Conference paper
DOI: 10.1109/ICTCS.2017.55
EID:

2-s2.0-85050218962
Contributors: Qaddoura, R.; Abu-Srhan, A.; Qasem, M.H.; Hudaib, A.
Source: Self-asserted source
Raneem Qaddoura via Scopus - Elsevier

Peer review (43 reviews for 17 publications/grants)

Review activity for ... International Multi-Conference on Systems, Signals, and Devices. (4)
Review activity for ACM computing surveys. (3)
Review activity for Big data mining and analytics. (1)
Review activity for Cybernetics and systems. (1)
Review activity for Expert systems with applications. (3)
Review activity for IEEE access : (10)
Review activity for Journal of ambient intelligence & humanized computing (5)
Review activity for Journal of ambient intelligence and humanized computing. (5)
Review activity for Journal of experimental & theoretical artificial intelligence. (2)
Review activity for Knowledge-based systems. (1)
Review activity for Knowledge-based systems. (1)
Review activity for Neural computing & applications. (1)
Review activity for Neural computing & applications. (1)
Review activity for Neural Processing Letters. (1)
Review activity for Neural processing letters. (1)
Review activity for SN computer science. (2)
Review activity for SoftwareX. (1)
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