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Feras Al-Obeidat
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Research Works
Research Works
(57)
Article
An Assortment of Evolutionary Computation Techniques (AECT) in gaming
Neural Computing and Applications (2020)
Maham Khalid, Feras Al-Obeidat, Abdallah Tubaishat, Babar Shah, et al.
© 2020, Springer-Verlag London Ltd., part of Springer Nature. Real-time strategy (RTS) games differ as they persist in varying scenarios ...
Link
Article
Behavioral and Migration Analysis of the Dynamic Customer Relationships on ...
Information Systems Frontiers (2020)
Eleanna Kafeza, Christos Makris, Gerasimos Rompolas and Feras Al-Obeidat
© 2020, Springer Science+Business Media, LLC, part of Springer Nature. Relationship management has been of strategic importance for businesses that ...
Link
Article
Gene encoder: a feature selection technique through unsupervised deep learning-based ...
Neural Computing and Applications (2020)
Uzma, Feras Al-Obeidat, Abdallah Tubaishat, Babar Shah, et al.
© 2020, Springer-Verlag London Ltd., part of Springer Nature. Cancer is a severe condition of uncontrolled cell division that results ...
Link
Article
The Socio-economic Impacts of Social Media Privacy and Security Challenges
Communications in Computer and Information Science (2020)
Feras Al-Obeidat, Anoud Bani Hani, Oluwasegun Adedugbe, Munir Majdalawieh, et al.
© 2020, Springer Nature Singapore Pte Ltd. Privacy and Security are two major challenges faced by users on social media ...
Link
Article
Accurately forecasting temperatures in smart buildings using fewer sensors
Personal and Ubiquitous Computing (2019)
Bruce Spencer, Feras Al-Obeidat and Omar Alfandi
© 2017, Springer-Verlag London Ltd., part of Springer Nature. Forecasts of temperature in a “smart” building, i.e. one that is ...
Link
Article
A Sentiment Analysis Approach of Data Volatility for Consumer Satisfaction ...
2019 6th International Conference on Social Networks Analysis, Management and Security, SNAMS 2019 (2019)
Feras Al-Obeidat, Anoud Bani Hani, Elhadj Benkhelifa, Oluwasegun Adedugbe, et al.
© 2019 IEEE. Consumer satisfaction forms a critical part of every business and directly impacts on the ability to retain ...
Link
Article
Relevance-based entity selection for ad hoc retrieval
Information Processing and Management (2019)
Faezeh Ensan and Feras Al-Obeidat
© 2019 Recent developments have shown that entity-based models that rely on information from the knowledge graph can improve document ...
Link
Article
The security of big data in fog-enabled iot applications including ...
Sensors (Switzerland) (2019)
Noshina Tariq, Muhammad Asim, Feras Al-Obeidat, Muhammad Zubair Farooqi, et al.
© 2019 by the authors. Licensee MDPI, Basel, Switzerland. The proliferation of inter-connected devices in critical industries, such as healthcare ...
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Article
Compromised user credentials detection in a digital enterprise using behavioral ...
Future Generation Computer Systems (2019)
Saleh Shah, Babar Shah, Adnan Amin, Feras Al-Obeidat, et al.
© 2018 In today's digital age, the digital transformation is necessary for almost every competitive enterprise in terms of having ...
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Article
Combining machine learning and metaheuristics algorithms for classification method PROAFTN
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2019)
Feras Al-Obeidat, Nabil Belacel and Bruce Spencer
© Crown 2019. The supervised learning classification algorithms are one of the most well known successful techniques for ambient assisted ...
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Article
Customer churn prediction in telecommunication industry using data certainty
Journal of Business Research (2019)
Adnan Amin, Feras Al-Obeidat, Babar Shah, Awais Adnan, et al.
© 2018 Elsevier Inc. Customer Churn Prediction (CCP) is a challenging activity for decision makers and machine learning community because ...
Link
Article
Forecasting Temperature in a Smart Home with Segmented Linear Regression
Procedia Computer Science (2019)
Bruce Spencer, Omar Alfandi and Feras Al-Obeidat
© 2019 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/) ...
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Article
Speech enhancement Algorithm based on super-Gaussian modeling and orthogonal polynomials
IEEE Access (2019)
Basheera M. Mahmmod, Abd Rahman Ramli, Thar Baker, Feras Al-Obeidat, et al.
© 2020 Lippincott Williams and Wilkins. All rights reserved. Different types of noise from the surrounding always interfere with speech ...
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Article
Entity linking of tweets based on dominant entity candidates
Social Network Analysis and Mining (2018)
Yue Feng, Fattane Zarrinkalam, Ebrahim Bagheri, Hossein Fani, et al.
© 2018, Springer-Verlag GmbH Austria, part of Springer Nature. Entity linking, also known as semantic annotation, of textual content has ...
Link
Article
Impact of document representation on neural ad hoc retrieval
International Conference on Information and Knowledge Management, Proceedings (2018)
Ebrahim Bagheri, Faezeh Ensan and Feras Al-Obeidat
© 2018 Association for Computing Machinery. Neural embeddings have been effectively integrated into information retrieval tasks including ad hoc retrieval. ...
Link
Article
Neural word and entity embeddings for ad hoc retrieval
Information Processing and Management (2018)
Ebrahim Bagheri, Faezeh Ensan and Feras Al-Obeidat
© 2018 Elsevier Ltd Learning low dimensional dense representations of the vocabularies of a corpus, known as neural embeddings, has ...
Link
Article
A Refinement of Lasso Regression Applied to Temperature Forecasting
Procedia Computer Science (2018)
Bruce Spencer, Omar Alfandi and Feras Al-Obeidat
© 2018 The Authors. Published by Elsevier B.V. Model predictive controllers use accurate temperature forecasts to save energy by optimally ...
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Article
Opinions Sandbox: Turning Emotions on Topics into Actionable Analytics
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST (2018)
Feras Al-Obeidat, Eleanna Kafeza and Bruce Spencer
© 2018, ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. The Opinions Sandbox is a running prototype that ...
Link
Article
Stopword detection for streaming content
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2018)
Hossein Fani, Masoud Bashari, Fattane Zarrinkalam, Ebrahim Bagheri, et al.
© Springer International Publishing AG, part of Springer Nature 2018. The removal of stopwords is an important preprocessing step in ...
Link
Article
The Opinion Management Framework: Identifying and addressing customer concerns extracted ...
Electronic Commerce Research and Applications (2018)
Feras Al-Obeidat, Bruce Spencer and Eleanna Kafeza
© 2017 Elsevier B.V. Online product reviews appear in many e-commerce websites and help merchants understand any obstacles experienced by ...
Link
Article
Analyzing students’ performance using multi-criteria classification
Cluster Computing (2017)
Feras Al-Obeidat, Abdallah Tubaishat, Anna Dillon and Babar Shah
© Springer Science+Business Media New York 2018. Education is a key factor for achieving long-term economic progress. During the last ...
Link
Article
A prudent based approach for compromised user credentials detection
Cluster Computing (2017)
Adnan Amin, Babar Shah, Sajid Anwar, Feras Al-Obeidat, et al.
© Springer Science+Business Media New York 2018. Compromised user credential (CUC) is an activity in which someone, such as a ...
Link
Article
Identifying Major Tasks from On-line Reviews
Procedia Computer Science (2017)
Feras Al-Obeidat and Bruce Spencer
© 2017 The Authors. Published by Elsevier B.V. Many e-commerce websites allow customers to provide reviews that reflect their experiences ...
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Article
Selecting Sensors when Forecasting Temperature in Smart Buildings
Procedia Computer Science (2017)
Bruce Spencer, Feras Al-Obeidat and Omar Alfandi
© 2017 The Authors. Published by Elsevier B.V. Forecasts of temperature in a "smart" building, i.e. one that is outfitted ...
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Article
The best practice in implementing itil service transition for successful ...
Proceedings of the 10th IADIS International Conference on Information Systems 2017, IS 2017 (2017)
Mohamed Basel Almourad, Mohammed Hussain and Feras Al-Obeidat
© 2017 IADIS Press. The Information Technology Infrastructure Library (ITIL) is the de facto standard framework for providing guidance to ...
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