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ResearcherID: C-2392-2015
Scopus Author ID: 35226340500
JRIN: 100059.400.200.4152.0000-0003-4261-8127
Scopus Author ID: 56962785300

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Employment (1)

University of Jordan: Amman, JO

Professor (Information Technology )
Employment
Source: Self-asserted source
Hossam Faris

Works (45)

Optimizing Steering Angle Prediction in Self-Driving Vehicles Using Evolutionary Convolutional Neural Networks

AI
2024-10 | Journal article | Author
DOI: 10.3390/ai5040105
Contributors: Bashar Khawaldeh; Antonio M. Mora García; Hossam Faris
Source: check_circle
Multidisciplinary Digital Publishing Institute

Cost-Sensitive Metaheuristic Optimization-Based Neural Network with Ensemble Learning for Financial Distress Prediction

Applied Sciences
2022-07 | Journal article | Author
DOI: 10.3390/app12146918
Contributors: Salah Al-Deen Safi; Pedro Castillo Valdivieso; Hossam Faris
Source: check_circle
Multidisciplinary Digital Publishing Institute

Spam Reviews Detection in the Time of COVID-19 Pandemic: Background, Definitions, Methods and Literature Analysis

Applied Sciences
2022-04 | Journal article | Author
DOI: 10.3390/app12073634
Contributors: Ala' M. Al-Zoubi; Antonio M. Mora García; Hossam Faris
Source: check_circle
Multidisciplinary Digital Publishing Institute

Prediction of Hysteresis Loop of Barium Hexaferrite Nanoparticles Based on Neuroevolutionary Models

Symmetry
2021-06 | Journal article | Author
DOI: 10.3390/sym13061079
Contributors: Lina Alhmoud; Abdul Raouf Al Dairy; Hossam Faris; Ibrahim Aljarah
Source: check_circle
Multidisciplinary Digital Publishing Institute

Toward an Automatic Quality Assessment of Voice-Based Telemedicine Consultations: A Deep Learning Approach

Sensors
2021-05 | Journal article | Author
DOI: 10.3390/s21093279
Contributors: Maria Habib; Mohammad Faris; Raneem Qaddoura; Manal Alomari; Alaa Alomari; Hossam Faris
Source: check_circle
Multidisciplinary Digital Publishing Institute

Business Analytics in Telemarketing: Cost-Sensitive Analysis of Bank Campaigns Using Artificial Neural Networks

Applied Sciences
2020-04 | Journal article | Author
DOI: 10.3390/app10072581
Contributors: Nazeeh Ghatasheh; Hossam Faris; Ismail Altaharwa; Yousra Harb; Ayman Harb
Source: check_circle
Multidisciplinary Digital Publishing Institute

Credit risk evaluation using cycle reservoir neural networks with support vector machines readout

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
DOI: 10.1007/978-3-662-49381-6_57
EID:

2-s2.0-84961233464
Contributors: Rodan, A.; Faris, H.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier

Training feedforward neural networks using multi-verse optimizer for binary classification problems

Applied Intelligence
2016 | Journal article
DOI: 10.1007/s10489-016-0767-1
EID:

2-s2.0-84960098911
Contributors: Faris, H.; Aljarah, I.; Mirjalili, S.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier

Developing trip generation rates for hospitals in amman

Jordan Journal of Civil Engineering
2015 | Journal article
EID:

2-s2.0-84920433206
Contributors: Naser, M.; Qdais, S.A.; Faris, H.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Improving Knowledge Based Spam Detection Methods: The Effect of Malicious Related Features in Imbalance Data Distribution

IJCNS
2015 | Journal article
DOI: 10.4236/ijcns.2015.85014
Contributors: Jafar Alqatawna; Hossam Faris; Khalid Jaradat; Malek Al-Zewairi; Omar Adwan
Source: Self-asserted source
Hossam Faris via Crossref Metadata Search

Initializing Genetic Programming using fuzzy clustering and its application in churn prediction in the telecom industry

Malaysian Journal of Computer Science
2015 | Journal article
EID:

2-s2.0-84952916334
Contributors: Al-Shboul, B.; Faris, H.; Ghatasheh, N.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier

Negative Correlation Learning for Customer Churn Prediction: A Comparison Study

The Scientific World Journal
2015 | Journal article
DOI: 10.1155/2015/473283
Contributors: Ali Rodan; Ayham Fayyoumi; Hossam Faris; Jamal Alsakran; Omar Al-Kadi
Source: Self-asserted source
Hossam Faris via Crossref Metadata Search
grade
Preferred source (of 3)‎

Optimizing Software Effort Estimation Models Using Firefly Algorithm

JSEA
2015 | Journal article
DOI: 10.4236/jsea.2015.83014
Contributors: Nazeeh Ghatasheh; Hossam Faris; Ibrahim Aljarah; Rizik M. H. Al-Sayyed
Source: Self-asserted source
Hossam Faris via Crossref Metadata Search

Pattern recognition of thermal images for monitoring of breathing function

International Journal of Control and Automation
2015 | Journal article
DOI: 10.14257/ijca.2015.8.6.37
EID:

2-s2.0-84936865472
Contributors: Al-Obaisi, F.; Alqatawna, J.; Faris, H.; Rodan, A.; Al-Kadi, O.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Predicting stock market exchange prices for the reserve bank of Australia using auto-regressive feedforward neural network model

International Review on Computers and Software
2015 | Journal article
EID:

2-s2.0-84943803514
Contributors: Sheta, A.; Faris, H.; Baareh, A.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Forecasting global carbon dioxide emission using auto-regressive with eXogenous input and evolutionary product unit neural network models

2015 6th International Conference on Information and Communication Systems (ICICS)
2015-04 | Conference paper
DOI: 10.1109/iacs.2015.7103224
Contributors: Alaa F. Sheta; Nazeeh Ghatasheh; Hossam Faris
Source: Self-asserted source
Hossam Faris via Crossref Metadata Search
grade
Preferred source (of 3)‎

A comparison between parametric and non-parametric soft computing approaches to model the temperature of a metal cutting tool

International Journal of Computer Integrated Manufacturing
2015-01 | Journal article
DOI: 10.1080/0951192x.2014.1002809
Contributors: Hossam Faris; Alaa Sheta
Source: Self-asserted source
Hossam Faris via Crossref Metadata Search
grade
Preferred source (of 3)‎

A genetic programming based framework for churn prediction in telecommunication industry

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | Book
EID:

2-s2.0-84921378076
Contributors: Faris, H.; Al-Shboul, B.; Ghatasheh, N.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

A Genetic Programming Based Framework for Churn Prediction in Telecommunication Industry

Computational Collective Intelligence. Technologies and Applications
2014 | Other
DOI: 10.1007/978-3-319-11289-3_36
Contributors: Hossam Faris; Bashar Al-Shboul; Nazeeh Ghatasheh
Source: Self-asserted source
Hossam Faris via Crossref Metadata Search

A Support Vector Machine approach for churn prediction in telecom industry

Information (Japan)
2014 | Journal article
EID:

2-s2.0-84908406595
Contributors: Rodan, A.; Faris, H.; Alsakran, J.; Al-Kadi, O.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Artificial neural networks for surface ozone prediction: Models and analysis

Polish Journal of Environmental Studies
2014 | Journal article
EID:

2-s2.0-84899736674
Contributors: Faris, H.; Alkasassbeh, M.; Rodan, A.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Developing and calibrating single-regime traffic flow models for urban multi-lane roads

Life Science Journal
2014 | Journal article
EID:

2-s2.0-84904572719
Contributors: Naser, M.; Balbissi, A.; Faris, H.; Khazaleh, M.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Developing population behavioral parameters influencing earthquake disaster preparedness and planning: A genetic algorithm approach

Life Science Journal
2014 | Journal article
EID:

2-s2.0-84902981517
Contributors: Naser, M.; Jada'an, K.; Abu Qdais, S.; Faris, H.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Evaluation of spatial image processing approaches for calculating water surface area: Case of the Dead Sea

Life Science Journal
2014 | Journal article
EID:

2-s2.0-84897597527
Contributors: Abu-Faraj, M.; Ghatasheh, N.; Faris, H.; Harfoushi, O.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Improving production quality of a hot-rolling industrial process via genetic programming model

IJCAT
2014 | Journal article
DOI: 10.1504/ijcat.2014.062360
Contributors: Alaa F. Sheta; Hossam Faris; Ertan Öznergiz
Source: Self-asserted source
Hossam Faris via Crossref Metadata Search
grade
Preferred source (of 3)‎

PM10 prediction using genetic programming: A case study in Salt, Jordan

Life Science Journal
2014 | Journal article
EID:

2-s2.0-84892742610
Contributors: Faris, H.; Alkasassbeh, M.; Ghatasheh, N.; Harfoushi, O.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Predicting customer churn in telecom industry using multilayer preceptron neural networks: Modeling and analysis

Life Science Journal
2014 | Journal article
EID:

2-s2.0-84893260534
Contributors: Adwan, O.; Faris, H.; Jaradat, K.; Harfoushi, O.; Ghatasheh, N.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Predicting surface ozone concentrations using support vector regression

Life Science Journal
2014 | Journal article
EID:

2-s2.0-84899145461
Contributors: Faris, H.; Ghatasheh, N.; Rodan, A.; Abu-Faraj, M.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Shaping an experts locator system: Recommending the right expert

Journal of Theoretical and Applied Information Technology
2014 | Journal article
EID:

2-s2.0-84906499770
Contributors: Alhosan, N.; Fayyoumi, A.; Faris, H.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Neighborhood Cleaning Rules and Particle Swarm Optimization for Predicting Customer Churn Behavior in Telecom Industry

IJAST
2014-07 | Journal article
DOI: 10.14257/ijast.2014.68.02
Contributors: Hossam Faris
Source: Self-asserted source
Hossam Faris via Crossref Metadata Search

A genetic programming model for S&P 500 stock market prediction

International Journal of Control and Automation
2013 | Journal article
DOI: 10.14257/ijca.2013.6.6.29
EID:

2-s2.0-84893020486
Contributors: Sheta, A.; Farisy, H.; Alkasassbehz, M.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier

A symbolic regression approach for modeling the temperature of metal cutting tool

International Journal of Control and Automation
2013 | Journal article
EID:

2-s2.0-84886657477
Contributors: Faris, H.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Corporate e-learning environment using concept maps: A case study

International Review on Computers and Software
2013 | Journal article
EID:

2-s2.0-84892777744
Contributors: Ghatasheh, N.A.; Najdawi, A.R.; Abu-Faraj, M.M.; Faris, H.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Dead sea water level and surface area monitoring using spatial data extraction from remote sensing images

International Review on Computers and Software
2013 | Journal article
EID:

2-s2.0-84894578861
Contributors: Ghatasheh, N.A.; Abu-Faraj, M.M.; Faris, H.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Mobile Based Learning and Examination: Students and Instructors Perceptions from Different Arab Countries

JSEA
2013 | Journal article
DOI: 10.4236/jsea.2013.612079
Contributors: Ayham Fayyoumi; Heba Mohammad; Hossam Faris
Source: Self-asserted source
Hossam Faris via Crossref Metadata Search

Prediction of pm10 and tsp air pollution parameters using artificial neural network autoregressive, external input models: A Case study in salt, Jordan

Middle East Journal of Scientific Research
2013 | Journal article
DOI: 10.5829/idosi.mejsr.2013.14.7.2171
EID:

2-s2.0-84880625711
Contributors: Alkasassbeh, M.; Sheta, A.F.; Faris, H.; Turabieh, H.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

The role of interactive media, GDP, CPI and Exchange Rates on exports of goods and services: Evidence from Turkey

Information (Japan)
2013 | Journal article
EID:

2-s2.0-84896353624
Contributors: Harfoushi, O.; Alfawwaz, B.; Faris, H.; Obiedat, R.; Ghatasheh, N.A.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Modelling hot rolling manufacturing process using soft computing techniques

International Journal of Computer Integrated Manufacturing
2013-08 | Journal article
DOI: 10.1080/0951192x.2013.766937
Contributors: Hossam Faris; Alaa Sheta; Ertan Öznergiz
Source: Self-asserted source
Hossam Faris via Crossref Metadata Search
grade
Preferred source (of 3)‎

Fermentation process modeling using Takagi-Sugeno fuzzy model

WSEAS Transactions on Systems
2012 | Journal article
EID:

2-s2.0-84871554476
Contributors: Hiary, R.; Sheta, A.; Faris, H.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Predicting stock abundance of the Barents Sea capelin using genetic programming

International Review on Computers and Software
2012 | Journal article
EID:

2-s2.0-84868109989
Contributors: Faris, H.; Alkasassbeh, M.; Sheta, A.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Proposing titles for paragraphs written in arabic language

European Journal of Scientific Research
2012 | Journal article
EID:

2-s2.0-84855526428
Contributors: Adwan, O.; Alnajada, H.M.; Faris, H.; Obiedat, R.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

An Automatic Course Scheduling Approach Using Instructors' Preferences

Int. J. Emerg. Technol. Learn.
2012-03 | Journal article
DOI: 10.3991/ijet.v7i1.1881
Contributors: Hossam Faris; Ibrahim Aljarah
Source: Self-asserted source
Hossam Faris via Crossref Metadata Search
grade
Preferred source (of 3)‎

A semantic knowledge search platform for aerospace collaborative working environments

Proceedings of the IADIS International Conference Intelligent Systems and Agents 2011, Part of the IADIS Multi Conference on Computer Science and Information Systems 2011, MCCSIS 2011
2011 | Conference paper
EID:

2-s2.0-84865103493
Contributors: Faris, H.; Totaro, S.; Corallo, A.
Source: Self-asserted source
Hossam Faris via Scopus - Elsevier
grade
Preferred source (of 2)‎

Framework and Implementation of a Knowledge Management System for Aerospace Collaborative Working Environments

2011 IEEE 12th International Conference on Mobile Data Management
2011-06 | Conference paper
DOI: 10.1109/mdm.2011.22
Contributors: Hossam Faris; Salvatore Totaro; Angelo Corallo
Source: Self-asserted source
Hossam Faris via Crossref Metadata Search
grade
Preferred source (of 3)‎

Improving Knowledge Handling by Building Intelligent Systems Using Social Agent Modelling

2009 Fourth International Multi-Conference on Computing in the Global Information Technology
2009 | Conference paper
DOI: 10.1109/iccgi.2009.21
Contributors: Amjad Fayoumi; Hossam Faris; Francesca Grippa
Source: Self-asserted source
Hossam Faris via Crossref Metadata Search
grade
Preferred source (of 3)‎

Peer review (3 reviews for 3 publications/grants)

Review activity for Arabian journal for science and engineering. (1)
Review activity for Neural computing & applications. (1)
Review activity for Telecommunications systems. (1)
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