Feras N. Al-Obeidat

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 71

Top Topics

Sentiment Analysis

Ad Hoc Retrieval

Attribute Selection

Top Venues

Neural Comput. Appl.

Inf. Process. Manag.

Publications

Adnan Amin, Feras N. Al-Obeidat, Nasir Ahmed Algeelani, Ahmed Shuhaiber, Fernando Moreira
Target-vs-One and Target-vs-All Classification of Epilepsy Using Deep Learning Technique. WorldCIST (2) (2024)
Haji Gul, Feras N. Al-Obeidat, Adnan Amin, Fernando Moreira
Analyzing complex networks: Extracting key characteristics and measuring structural similarities. Expert Syst. J. Knowl. Eng. 41 (1) (2024)
Amin Mirlohi, Jalehsadat Mahdavimoghaddam, Jelena Jovanovic, Feras N. Al-Obeidat, Mehdi Khani, Ali A. Ghorbani, Ebrahim Bagheri
Social Alignment Contagion in Online Social Networks. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Muhammad Wasim, Feras N. Al-Obeidat, Adnan Amin, Haji Gul, Fernando Moreira
Enhancing link prediction efficiency with shortest path and structural attributes. Intell. Data Anal. 28 (2) (2024)
Atta Ur Rahman, Feras N. Al-Obeidat, Abdallah Tubaishat, Babar Shah, Sajid Anwar, Zahid Halim
Discovering the Correlation Between Phishing Susceptibility Causing Data Biases and Big Five Personality Traits Using C-GAN. IEEE Trans. Comput. Soc. Syst. 11 (4) (2024)
Muhammad Saqib Nawaz, Feras N. Al-Obeidat, Abdallah Tubaishat, Tehseen Zia, Fahad Maqbool, Álvaro Rocha
MDVA-GAN: multi-domain visual attribution generative adversarial networks. Neural Comput. Appl. 35 (11) (2023)
Mohammad Tubishat, Feras N. Al-Obeidat, Ahmed Shuhaiber
Sentiment Analysis of Using ChatGPT in Education. SmartNets (2023)
Radin Hamidi Rad, Hoang Nguyen, Feras N. Al-Obeidat, Ebrahim Bagheri, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta, Fattane Zarrinkalam
Learning heterogeneous subgraph representations for team discovery. Inf. Retr. J. 26 (1) (2023)
Tayyab Aitazaz, Abdallah Tubaishat, Feras N. Al-Obeidat, Babar Shah, Tehseen Zia, Syed Ali Tariq
Transfer learning for histopathology images: an empirical study. Neural Comput. Appl. 35 (11) (2023)
Abdul Khan, Feras N. Al-Obeidat, Afsheen Khalid, Adnan Amin, Fernando Moreira
Sentence embedding approach using LSTM auto-encoder for discussion threads summarization. Comput. Sci. Inf. Syst. 20 (4) (2023)
Mohammad Tubishat, Feras N. Al-Obeidat, Ali Safaa Sadiq, Seyedali Mirjalili
An Improved Dandelion Optimizer Algorithm for Spam Detection: Next-Generation Email Filtering System. Comput. 12 (10) (2023)
Abdallah Tubaishat, Sajid Anwar, Feras N. Al-Obeidat, Babar Shah, Muhammad Saad Razzaq
Incorporating Feature Penalty in Reinforcement Learning for Ludo Game. CiSt (2023)
Muhammad Amin, Feras N. Al-Obeidat, Abdallah Tubaishat, Babar Shah, Sajid Anwar, Tamleek Ali Tanveer
Cyber security and beyond: Detecting malware and concept drift in AI-based sensor data streams using statistical techniques. Comput. Electr. Eng. 108 (2023)
Gohar Ali, Feras N. Al-Obeidat, Abdallah Tubaishat, Tehseen Zia, Muhammad Ilyas, Álvaro Rocha
Counterfactual explanation of Bayesian model uncertainty. Neural Comput. Appl. 35 (11) (2023)
Obinna Johnphill, Ali Safaa Sadiq, Feras N. Al-Obeidat, Haider M. Al-Khateeb, Mohammed Adam Taheir, Omprakash Kaiwartya, Mohammed Ali
Self-Healing in Cyber-Physical Systems Using Machine Learning: A Critical Analysis of Theories and Tools. Future Internet 15 (7) (2023)
Fatma Mohamed Al-Ali, Feras N. Al-Obeidat, Hanan Saleh Al-Messabi
Predicting heart disease risk in patients using various kinds of analytical models. CiSt (2023)
Atta Ur Rahman, Abdallah Tubaishat, Feras N. Al-Obeidat, Zahid Halim, Madiha Tahir, Fawad Qayum
Extended ICA and M-CSP with BiLSTM towards improved classification of EEG signals. Soft Comput. 26 (20) (2022)
Maham Khalid, Feras N. Al-Obeidat, Abdallah Tubaishat, Babar Shah, Saad Razzaq, Fahad Maqbool, Muhammad Ilyas
An Assortment of Evolutionary Computation Techniques (AECT) in gaming. Neural Comput. Appl. 34 (11) (2022)
Aadam, Abdallah Tubaishat, Feras N. Al-Obeidat, Zahid Halim, Muhammad Waqas, Fawad Qayum
EmoPercept: EEG-based emotion classification through perceiver. Soft Comput. 26 (20) (2022)
Muhammad Amin, Abdallah Tubaishat, Feras N. Al-Obeidat, Babar Shah, Muzamil Karamat
Leveraging brain-computer interface for implementation of a bio-sensor controlled game for attention deficit people. Comput. Electr. Eng. 102 (2022)
Feras N. Al-Obeidat, Álvaro Rocha, Muhammad Shahrose Khan, Fahad Maqbool, Saad Razzaq
Parallel tensor factorization for relational learning. Neural Comput. Appl. 34 (11) (2022)
Feras N. Al-Obeidat, Álvaro Rocha, Maryam Akram, Saad Razzaq, Fahad Maqbool
(CDRGI)-Cancer detection through relevant genes identification. Neural Comput. Appl. 34 (11) (2022)
Uzma, Feras N. Al-Obeidat, Abdallah Tubaishat, Babar Shah, Zahid Halim
Gene encoder: a feature selection technique through unsupervised deep learning-based clustering for large gene expression data. Neural Comput. Appl. 34 (11) (2022)
Haji Gul, Feras N. Al-Obeidat, Adnan Amin, Muhammad Tahir, Fernando Moreira
A Systematic Analysis of Community Detection in Complex Networks. ANT/EDI40 (2022)
Feras N. Al-Obeidat, Mariam Ishaq, Ahmed Shuhaiber, Adnan Amin
Twitter sentiment analysis to understand students' perceptions about online learning during the Covid'19. ICCA (2022)
Muhammad Amin, Abdallah Tubaishat, Feras N. Al-Obeidat, Babar Shah, Waseef Ullah
Integrating visual stimuli for enhancing neural text style transfer with EEG sensors. Comput. Electr. Eng. 102 (2022)
Haji Gul, Feras N. Al-Obeidat, Adnan Amin, Muhammad Tahir, Kaizhu Huang
Efficient link prediction model for real-world complex networks using matrix-forest metric with local similarity features. J. Complex Networks 10 (5) (2022)
Madiha Tahir, Abdallah Tubaishat, Feras N. Al-Obeidat, Babar Shah, Zahid Halim, Muhammad Waqas
A novel binary chaotic genetic algorithm for feature selection and its utility in affective computing and healthcare. Neural Comput. Appl. 34 (14) (2022)
Feras N. Al-Obeidat, Anoud Bani-Hani, Oluwasegun A. Adedugbe, Munir Majdalawieh, Elhadj Benkhelifa
A microservices persistence technique for cloud-based online social data analysis. Clust. Comput. 24 (3) (2021)
Muhammad Iqbal, Feras N. Al-Obeidat, Fahad Maqbool, Saad Razzaq, Sajid Anwar, Abdallah Tubaishat, Muhammad Shahrose Khan, Babar Shah
COVID-19 Patient Count Prediction Using LSTM. IEEE Trans. Comput. Soc. Syst. 8 (4) (2021)
Eleanna Kafeza, Christos Makris, Gerasimos Rompolas, Feras N. Al-Obeidat
Behavioral and Migration Analysis of the Dynamic Customer Relationships on Twitter. Inf. Syst. Frontiers 23 (5) (2021)
Oluwasegun A. Adedugbe, Elhadj Benkhelifa, Russell J. Campion, Feras N. Al-Obeidat, Anoud Bani-Hani, Uchitha Jayawickrama
Leveraging cloud computing for the semantic web: review and trends. Soft Comput. 24 (8) (2020)
Negar Arabzadeh, Fattane Zarrinkalam, Jelena Jovanovic, Feras N. Al-Obeidat, Ebrahim Bagheri
Neural embedding-based specificity metrics for pre-retrieval query performance prediction. Inf. Process. Manag. 57 (4) (2020)
Anoud Bani-Hani, Feras N. Al-Obeidat, Elhadj Benkhelifa, Oluwasegun A. Adedugbe
A Framework for Online Social Network Volatile Data Analysis: A Case for the Fast Fashion Industry. J. Univers. Comput. Sci. 26 (1) (2020)
Feras N. Al-Obeidat, Anoud Bani-Hani, Oluwasegun A. Adedugbe, Munir Majdalawieh, Elhadj Benkhelifa
The Socio-economic Impacts of Social Media Privacy and Security Challenges. FCS (2020)
Feras N. Al-Obeidat, Bruce Spencer, May Al Taei
Identifying major tasks and minor tasks within online reviews. Future Gener. Comput. Syst. 110 (2020)
Ahed Abugabah, Ahmad Ali AlZubi, Feras N. Al-Obeidat, Abdulaziz Alarifi, Ayed Alwadain
Data mining techniques for analyzing healthcare conditions of urban space-person lung using meta-heuristic optimized neural networks. Clust. Comput. 23 (3) (2020)
Oluwasegun A. Adedugbe, Elhadj Benkhelifa, Russell J. Campion, Feras N. Al-Obeidat, Anoud Bani-Hani, Uchitha Jayawickrama
Correction to: Leveraging cloud computing for the semantic web: review and trends. Soft Comput. 24 (8) (2020)
Duc-Thuan Vo, Feras N. Al-Obeidat, Ebrahim Bagheri
Extracting temporal and causal relations based on event networks. Inf. Process. Manag. 57 (6) (2020)
Hossein Fani, Eric Jiang, Ebrahim Bagheri, Feras N. Al-Obeidat, Weichang Du, Mehdi Kargar
User community detection via embedding of social network structure and temporal content. Inf. Process. Manag. 57 (2) (2020)
Feras N. Al-Obeidat, Bruce Spencer, Omar Alfandi
Consistently accurate forecasts of temperature within buildings from sensor data using ridge and lasso regression. Future Gener. Comput. Syst. 110 (2020)
Anoud Bani-Hani, Oluwasegun A. Adedugbe, Elhadj Benkhelifa, Munir Majdalawieh, Feras N. Al-Obeidat
A Semantic Model for Context-Based Fake News Detection on Social Media. AICCSA (2020)
Syed Muhammad Ali, Zeinab Noorian, Ebrahim Bagheri, Chen Ding, Feras N. Al-Obeidat
Topic and sentiment aware microblog summarization for twitter. J. Intell. Inf. Syst. 54 (1) (2020)
Adnan Amin, Feras N. Al-Obeidat, Babar Shah, May Al Tae, Changez Khan, Hamood Ur Rehman Durrani, Sajid Anwar
Just-in-time customer churn prediction in the telecommunication sector. J. Supercomput. 76 (6) (2020)
Anoud Bani-Hani, Oluwasegun A. Adedugbe, Feras N. Al-Obeidat, Elhadj Benkhelifa, Munir Majdalawieh
Fane-KG: A Semantic Knowledge Graph for Context-Based Fake News Detection on Social Media. SNAMS (2020)
Sajid Anwar, Feras N. Al-Obeidat, Abdallah Tubaishat, Sadia Din, Awais Ahmad, Fakhri Alam Khan, Gwanggil Jeon, Jonathan Loo
Countering Malicious URLs in Internet of Things Using a Knowledge-Based Approach and a Simulated Expert. IEEE Internet Things J. 7 (5) (2020)
Feras N. Al-Obeidat, Oluwasegun A. Adedugbe, Anoud Bani-Hani, Elhadj Benkhelifa, Munir Majdalawieh
Cone-KG: A Semantic Knowledge Graph with News Content and Social Context for Studying Covid-19 News Articles on Social Media. SNAMS (2020)
Ebrahim Bagheri, Feras N. Al-Obeidat
A Latent Model for Ad Hoc Table Retrieval. ECIR (2) (2020)
Faezeh Ensan, Feras N. Al-Obeidat
Relevance-based entity selection for ad hoc retrieval. Inf. Process. Manag. 56 (5) (2019)
Noshina Tariq, Muhammad Asim, Feras N. Al-Obeidat, Muhammad Zubair Farooqi, Thar Baker, Mohammad Hammoudeh, Ibrahim Ghafir
The Security of Big Data in Fog-Enabled IoT Applications Including Blockchain: A Survey. Sensors 19 (8) (2019)
Feras N. Al-Obeidat, El-Sayed M. El-Alfy
Hybrid multicriteria fuzzy classification of network traffic patterns, anomalies, and protocols. Pers. Ubiquitous Comput. 23 (5-6) (2019)
Bruce Spencer, Feras N. Al-Obeidat, Omar Alfandi
Accurately forecasting temperatures in smart buildings using fewer sensors. Pers. Ubiquitous Comput. 23 (5-6) (2019)
Feras N. Al-Obeidat, Anoud Bani-Hani, Elhadj Benkhelifa, Oluwasegun A. Adedugbe, Munir Majdalawieh
A Sentiment Analysis Approach of Data Volatility for Consumer Satisfaction in the Fashion Industry. SNAMS (2019)
Saleh Shah, Babar Shah, Adnan Amin, Feras N. Al-Obeidat, Francis Chow, Fernando Moreira, Sajid Anwar
Compromised user credentials detection in a digital enterprise using behavioral analytics. Future Gener. Comput. Syst. 93 (2019)
Basheera M. Mahmmod, Abd. Rahman bin Ramli, Thar Baker, Feras N. Al-Obeidat, Sadiq H. Abdulhussain, Wissam A. Jassim
Speech Enhancement Algorithm Based on Super-Gaussian Modeling and Orthogonal Polynomials. IEEE Access 7 (2019)
Yue Feng, Fattane Zarrinkalam, Ebrahim Bagheri, Hossein Fani, Feras N. Al-Obeidat
Entity linking of tweets based on dominant entity candidates. Soc. Netw. Anal. Min. 8 (1) (2018)
Bruce Spencer, Omar Alfandi, Feras N. Al-Obeidat
A Refinement of Lasso Regression Applied to Temperature Forecasting. ANT/SEIT (2018)
Ebrahim Bagheri, Faezeh Ensan, Feras N. Al-Obeidat
Impact of Document Representation on Neural Ad hoc Retrieval. CIKM (2018)
Ebrahim Bagheri, Faezeh Ensan, Feras N. Al-Obeidat
Neural word and entity embeddings for ad hoc retrieval. Inf. Process. Manag. 54 (4) (2018)
Feras N. Al-Obeidat, Bruce Spencer, Eleanna Kafeza
The Opinion Management Framework: Identifying and addressing customer concerns extracted from online product reviews. Electron. Commer. Res. Appl. 27 (2018)
Feras N. Al-Obeidat, Abdallah Tubaishat, Anna Dillon, Babar Shah
Analyzing students' performance using multi-criteria classification. Clust. Comput. 21 (1) (2018)
Hossein Fani, Masoud Bashari, Fattane Zarrinkalam, Ebrahim Bagheri, Feras N. Al-Obeidat
Stopword Detection for Streaming Content. ECIR (2018)
Adnan Amin, Babar Shah, Sajid Anwar, Feras N. Al-Obeidat, Asad Masood Khattak, Awais Adnan
A prudent based approach for compromised user credentials detection. Clust. Comput. 21 (1) (2018)
Bruce Spencer, Feras N. Al-Obeidat, Omar Alfandi
Selecting Sensors when Forecasting Temperature in Smart Buildings. ANT/SEIT (2017)
Feras N. Al-Obeidat, Eleanna Kafeza, Bruce Spencer
Opinions Sandbox: Turning Emotions on Topics into Actionable Analytics. AFRICATEK (2017)
Feras N. Al-Obeidat, Bruce Spencer
Identifying Major Tasks from On-line Reviews. EUSPN/ICTH (2017)
Anoud Bani-Hani, Munir Majdalawieh, Feras N. Al-Obeidat
The Creation of an Arabic Emotion Ontology Based on E-Motive. ANT/SEIT (2017)
Farhi Marir, Huwida Said, Feras N. Al-Obeidat
Mining the Web and Literature to Discover New Knowledge about Diabetes. ANT/SEIT (2016)
Leonardo Feltrin, João Gabriel Motta, Feras N. Al-Obeidat, Farhi Marir, Martina Bertelli
Combining Weights of Evidence Analysis with Feature Extraction - A Case Study from the Hauraki Goldfield, New Zealand. ANT/SEIT (2016)
Feras N. Al-Obeidat, Leonardo Feltrin, Farhi Marir
Cloud-based Lineament Extraction of Topographic Lineaments from NASA Shuttle Radar Topography Mission Data. ANT/SEIT (2016)
Bruce Spencer, Feras N. Al-Obeidat
Temperature Forecasts with Stable Accuracy in a Smart Home. ANT/SEIT (2016)
Feras N. Al-Obeidat, Ahmad T. Al-Taani, Nabil Belacel, Leo Feltrin, Neil R. Banerjee
A Fuzzy Decision Tree for Processing Satellite Images and Landsat Data. ANT/SEIT (2015)
El-Sayed M. El-Alfy, Feras N. Al-Obeidat
Detecting Cyber-Attacks on Wireless Mobile Networks Using Multicriterion Fuzzy Classifier with Genetic Attribute Selection. Mob. Inf. Syst. 2015 (2015)
El-Sayed M. El-Alfy, Feras N. Al-Obeidat
A Multicriterion Fuzzy Classification Method with Greedy Attribute Selection for Anomaly-based Intrusion Detection. FNC/MobiSPC (2014)
Feras N. Al-Obeidat, Nabil Belacel, Juan A. Carretero, Prabhat Mahanti
An evolutionary framework using particle swarm optimization for classification method PROAFTN. Appl. Soft Comput. 11 (8) (2011)
Nabil Belacel, Feras N. Al-Obeidat
A Learning Method for Developing PROAFTN Classifiers and a Comparative Study with Decision Trees. Canadian Conference on AI (2011)
Feras N. Al-Obeidat, Nabil Belacel
Alternative approach for learning and improving the MCDA method PROAFTN. Int. J. Intell. Syst. 26 (5) (2011)
Prabhat Kumar Mahanti, Mohammed Al-Fayoumi, Soumya Banerjee, Feras N. Al-Obeidat
Evolution. IEA/AIE (2) (2010)
Feras N. Al-Obeidat, Nabil Belacel, Juan A. Carretero, Prabhat Mahanti
Differential Evolution for learning the classification method PROAFTN. Knowl. Based Syst. 23 (5) (2010)
Feras N. Al-Obeidat, Nabil Belacel, Juan A. Carretero, Prabhat Mahanti
Automatic Parameter Settings for the PROAFTN Classifier Using Hybrid Particle Swarm Optimization. Canadian Conference on AI (2010)
Feras N. Al-Obeidat, Nabil Belacel, Prabhat Mahanti, Juan A. Carretero
Discretization Techniques and Genetic Algorithm for Learning the Classification Method PROAFTN. ICMLA (2009)