Joint Routing, Channel Assignment, and Scheduling for Throughput Maximization in General Interference Models. - Mahmoud Al-Ayyoub; Himanshu Gupta (IEEE Trans. Mob. Comput., 2010)

Boosting multi-feature visual texture classiffiers for the authentication of Jackson Pollock's drip paintings. - Mahmoud Al-Ayyoub; Mohammad T. Irfan; David G. Stork (Computer Vision and Image Analysis of Art, 2011)

Truthful spectrum auctions with approximate revenue. - Mahmoud Al-Ayyoub; Himanshu Gupta (INFOCOM, 2011)

An analytical study of Arabic sentiments: Maktoob case study. - Mohammed Naji Al-Kabi; Nawaf A. Abdulla; Mahmoud Al-Ayyoub (ICITST, 2013)

Detecting Hand Bone Fractures in X-Ray Images. - Mahmoud Al-Ayyoub; Ismail Hmeidi; Haya Rababah (J. Multim. Process. Technol., 2013)

An extensive study of the Bag-of-Words approach for gender identification of Arabic articles. - Kholoud Alsmearat; Mahmoud Al-Ayyoub; Riyad Al-Shalabi (AICCSA, 2014)

A new broadcast scheme for sensor networks. - Kholoud Alsmearat; Mahmoud Al-Ayyoub; Muneer O. Bani Yassein (AICCSA, 2014)

Topical search engine for Internet of Things. - Mosab Faqeeh; Mahmoud Al-Ayyoub; Mohammad Wardat; Ismail Hmeidi; Yaser Jararweh (AICCSA, 2014)

The analysis of large-scale climate data: Jordan case study. - Yaser Jararweh; Izzat Alsmadi; Mahmoud Al-Ayyoub; Darrel Jenerette (AICCSA, 2014)

Compression-based arabic text classification. - Haneen Ta'amneh; Ehsan Abu Keshek; Manar Bani Issa; Mahmoud Al-Ayyoub; Yaser Jararweh (AICCSA, 2014)

Automatic Lexicon Construction for Arabic Sentiment Analysis. - Nawaf A. Abdulla; Roa'a Majdalawi; Salwa Mohammed; Mahmoud Al-Ayyoub; Mohammed Al-Kabi (FiCloud, 2014)

Cross-Lingual Short-Text Document Classification for Facebook Comments. - Mosab Faqeeh; Nawaf A. Abdulla; Mahmoud Al-Ayyoub; Yaser Jararweh; Muhannad Quwaider (FiCloud, 2014)

To Build or Not to Build? Addressing the Expansion Strategies of Cloud Providers. - Mohammad Wardat; Mahmoud Al-Ayyoub; Yaser Jararweh; Abdallah Khreishah (FiCloud, 2014)

SD-CRN: Software Defined Cognitive Radio Network Framework. - Yaser Jararweh; Mahmoud Al-Ayyoub; Ahmad Doulat; Ahmad Al Abed Al Aziz; Haythem Bany Salameh; Abdallah Khreishah (IC2E, 2014)

Collaboration Networks of Levantine Biomedical Researchers. - Bassam Arkok; Mahmoud Al-Ayyoub; Yaser Jararweh; Izzat Alsmadi; Elhadj Benkhelifa (UCC, 2014)

Software defined framework for multi-cell Cognitive Radio Networks. - Ahmad Doulat; Ahmad Al Abed Al Aziz; Mahmoud Al-Ayyoub; Yaser Jararweh; Haythem Bany Salameh; Abdallah Khreishah (WiMob, 2014)

An extended analytical study of Arabic sentiments. - Nawaf A. Abdulla; Mahmoud Al-Ayyoub; Mohammed Naji Al-Kabi (Int. J. Big Data Intell., 2014)

Towards Improving the Lexicon-Based Approach for Arabic Sentiment Analysis. - Nawaf A. Abdulla; Nizar A. Ahmed; Mohammed A. Shehab; Mahmoud Al-Ayyoub; Mohammed Naji Al-Kabi; Saleh Y. Al-Rifai (Int. J. Inf. Technol. Web Eng., 2014)

CloudExp: A comprehensive cloud computing experimental framework. - Yaser Jararweh; Moath H. A. Jarrah; Mazen Kharbutli; Zakarea Alshara; Mohammed Noraden Alsaleh; Mahmoud Al-Ayyoub (Simul. Model. Pract. Theory, 2014)

Truthful Spectrum Auctions With Approximate Social-Welfare or Revenue. - Mahmoud Al-Ayyoub; Himanshu Gupta 001 (IEEE/ACM Trans. Netw., 2014)

Emotion analysis of Arabic articles and its impact on identifying the author's gender. - Kholoud Alsmearat; Mohammed A. Shehab; Mahmoud Al-Ayyoub; Riyad Al-Shalabi; Ghassan Kanaan (AICCSA, 2015)

Accelerating Needleman-Wunsch global alignment algorithm with GPUs. - Maged Fakirah; Mohammed A. Shehab; Yaser Jararweh; Mahmoud Al-Ayyoub (AICCSA, 2015)

Software Defined based smart grid architecture. - Yaser Jararweh; Ala Darabseh; Mahmoud Al-Ayyoub; Abdelkader Bousselham; Elhadj Benkhelifa (AICCSA, 2015)

Experimental Framework for Mobile Cloud Computing System. - Muhannad Quwaider; Yaser Jararweh; Mahmoud Al-Ayyoub; Rehab Duwairi (ANT/SEIT, 2015)

Power Optimization of Large Scale Mobile Cloud Computing Systems. - Mahmoud Al-Ayyoub; Yaser Jararweh; Lo'ai Ali Tawalbeh; Elhadj Benkhelifa; Anas Basalamah (FiCloud, 2015)

SDDC: A Software Defined Datacenter Experimental Framework. - Ala Darabseh; Mahmoud Al-Ayyoub; Yaser Jararweh; Elhadj Benkhelifa; Mladen A. Vouk; Andy J. Rindos (FiCloud, 2015)

The Internet of Energy: Smart Sensor Networks and Big Data Management for Smart Grid. - Manar Jaradat; Moath H. A. Jarrah; Abdelkader Bousselham; Yaser Jararweh; Mahmoud Al-Ayyoub (FNC/MobiSPC, 2015)

SDStorage: A Software Defined Storage Experimental Framework. - Ala Darabseh; Mahmoud Al-Ayyoub; Yaser Jararweh; Elhadj Benkhelifa; Mladen A. Vouk; Andy J. Rindos (IC2E, 2015)

SDSecurity: A Software Defined Security experimental framework. - Ala Darabseh; Mahmoud Al-Ayyoub; Yaser Jararweh; Elhadj Benkhelifa; Mladen A. Vouk; Andy J. Rindos (ICC Workshops, 2015)

Using Aspect-Based Sentiment Analysis to Evaluate Arabic News Affect on Readers. - Mohammad Al-Smadi; Mahmoud Al-Ayyoub; Huda Al-Sarhan; Yaser Jararweh (UCC, 2015)

Using Big Data Analytics for Authorship Authentication of Arabic Tweets. - Jafar Albadarneh; Bashar Talafha; Mahmoud Al-Ayyoub; Belal Zaqaibeh; Mohammad Al-Smadi; Yaser Jararweh; Elhadj Benkhelifa (UCC, 2015)

Multi-agent based dynamic resource provisioning and monitoring for cloud computing systems infrastructure. - Mahmoud Al-Ayyoub; Yaser Jararweh; Mustafa Daraghmeh; Qutaibah Althebyan (Clust. Comput., 2015)

Evaluating map reduce tasks scheduling algorithms over cloud computing infrastructure. - Qutaibah Althebyan; Yaser Jararweh; Qussai Yaseen; Omar AlQudah; Mahmoud Al-Ayyoub (Concurr. Comput. Pract. Exp., 2015)

Software Defined Cognitive Radio Network Framework: Design and Evaluation. - Yaser Jararweh; Mahmoud Al-Ayyoub; Ahmad Doulat; Ahmad Al Abed Al Aziz; Haythem Bany Salameh; Abdallah Khreishah (Int. J. Grid High Perform. Comput., 2015)

Lexicon-based sentiment analysis of Arabic tweets. - Mahmoud Al-Ayyoub; Safa Bani Essa; Izzat Alsmadi (Int. J. Soc. Netw. Min., 2015)

A hierarchical optimization model for energy data flow in smart grid power systems. - Moath H. A. Jarrah; Manar Jaradat; Yaser Jararweh; Mahmoud Al-Ayyoub; Abdelkader Bousselham (Inf. Syst., 2015)

SDIoT: a software defined based internet of things framework. - Yaser Jararweh; Mahmoud Al-Ayyoub; Ala Darabseh; Elhadj Benkhelifa; Mladen A. Vouk; Andy J. Rindos (J. Ambient Intell. Humaniz. Comput., 2015)

Automatic Arabic text categorization: A comprehensive comparative study. - Ismail Hmeidi; Mahmoud Al-Ayyoub; Nawaf A. Abdulla; Abdalrahman A. Almodawar; Raddad Abooraig; Nizar A. Mahyoub (J. Inf. Sci., 2015)

Optimizing expansion strategies for ultrascale cloud computing data centers. - Mahmoud Al-Ayyoub; Mohammad Wardat; Yaser Jararweh; Abdallah Khreishah (Simul. Model. Pract. Theory, 2015)

A GPU-based implementations of the fuzzy C-means algorithms for medical image segmentation. - Mahmoud Al-Ayyoub; Ansam M. Abu-Dalo; Yaser Jararweh; Moath H. A. Jarrah; Mohammad Al-Sa'd (J. Supercomput., 2015)

Exploiting GPUs to accelerate clustering algorithms. - Mahmoud Al-Ayyoub; Qussai Yaseen; Mohammed A. Shehab; Yaser Jararweh; Firas AlBalas; Elhadj Benkhelifa (AICCSA, 2016)

Building a standard dataset for Arabie sentiment analysis: Identifying potential annotation pitfalls. - Mohammed Naji Al-Kabi; Areej A. Al-Qwaqenah; Amal H. Gigieh; Kholoud Alsmearat; Mahmoud Al-Ayyoub; Izzat Mahmoud Alsmadi (AICCSA, 2016)

On the road to the Internet of Biometric Things: A survey of fingerprint acquisition technologies and fingerprint databases. - Fatima Abdalla Al-Alem; Mohammad A. Alsmirat; Mahmoud Al-Ayyoub (AICCSA, 2016)

Parallel implementation of FCM-based volume segmentation of 3D images. - Shadi AlZu'bi; Mohammed A. Shehab; Mahmoud Al-Ayyoub; Elhadj Benkhelifa; Yaser Jararweh (AICCSA, 2016)

A compression-based technique to classify metamorphic malware. - Duaa Ekhtoom; Mahmoud Al-Ayyoub; Mohammed I. Al-Saleh; Mohammad A. Alsmirat; Ismail Hmeidi (AICCSA, 2016)

Authorship attribution of Arabic tweets. - Abdullateef Rabab'ah; Mahmoud Al-Ayyoub; Yaser Jararweh; Monther Aldwairi (AICCSA, 2016)

Cloud Support Data Management Infrastructure for Upcoming Smart Cities. - Muhannad Quwaider; Mahmoud Al-Ayyoub; Yaser Jararweh (ANT/SEIT, 2016)

Power Optimization of Large Scale Mobile Cloud System Using Cooperative Cloudlets. - Muneera Al-Quraan; Mahmoud Al-Ayyoub; Yaser Jararweh; Lo'ai Tawalbeh; Elhadj Benkhelifa (FiCloud Workshops, 2016)

Using Dynamic Parallelism to Speed Up Clustering-Based Community Detection in Social Networks. - Mohammed Nasser Al-Andoli; Mahmoud Al-Ayyoub; Mohammad Al-Smadi; Yaser Jararweh; Elhadj Benkhelifa (FiCloud Workshops, 2016)

SDCache: Software Defined Data Caching Control for Cloud Services. - Ala Darabseh; Nikolaos M. Freris; Yaser Jararweh; Mahmoud Al-Ayyoub (FiCloud, 2016)

Leveraging Software-Defined-Networking for Energy Optimisation in Mobile-Cloud-Computing. - Elhadj Benkhelifa; Thomas Welsh; Lo'ai Tawalbeh; Yaser Jararweh; Mahmoud Al-Ayyoub (FNC/MobiSPC, 2016)

SDMEC: Software Defined System for Mobile Edge Computing. - Yaser Jararweh; Ahmad Doulat; Ala Darabseh; Mohammad A. Alsmirat; Mahmoud Al-Ayyoub; Elhadj Benkhelifa (IC2E Workshops, 2016)

An enhanced framework for aspect-based sentiment analysis of Hotels' reviews: Arabic reviews case study. - Mohammad Al-Smadi; Omar Qawasmeh; Bashar Talafha; Mahmoud Al-Ayyoub; Yaser Jararweh; Elhadj Benkhelifa (ICITST, 2016)

Using the Panama Papers to explore the financial networks of the Middle East. - Abdullateef Rabab'ah; Mahmoud Al-Ayyoub; Mohammed A. Shehab; Yaser Jararweh; Bernard J. Jansen (ICITST, 2016)

A GPU-based breast cancer detection system using Single Pass Fuzzy C-Means clustering algorithm. - Mahmoud Al-Ayyoub; Shadi M. AlZu'bi; Yaser Jararweh; Mohammad A. Alsmirat (ICMCS, 2016)

The future of mobile cloud computing: Integrating cloudlets and Mobile Edge Computing. - Yaser Jararweh; Ahmad Doulat; Omar AlQudah; Ejaz Ahmed; Mahmoud Al-Ayyoub; Elhadj Benkhelifa (ICT, 2016)

GA-Based Resource Augmentation Negotation for Energy-Optimised Mobile Ad-hoc Cloud. - Elhadj Benkhelifa; Thomas Welsh; Lo'ai Ali Tawalbeh; Abdallah Khreishah; Yaser Jararweh; Mahmoud Al-Ayyoub (MobileCloud, 2016)

A Fog Computing Based System for Selective Forwarding Detection in Mobile Wireless Sensor Networks. - Qussai Yaseen; Firas AlBalas; Yaser Jararweh; Mahmoud Al-Ayyoub (FAS*W@SASO/ICCAC, 2016)

SemEval-2016 Task 5: Aspect Based Sentiment Analysis. - Maria Pontiki; Dimitris Galanis; Haris Papageorgiou; Ion Androutsopoulos; Suresh Manandhar; Mohammad Al-Smadi; Mahmoud Al-Ayyoub; Yanyan Zhao; Bing Qin 001; Orphée De Clercq; Véronique Hoste; Marianna Apidianaki; et al. (SemEval@NAACL-HLT, 2016)

Cloud support for large scale e-healthcare systems. - Qutaibah Althebyan; Qussai Yaseen; Yaser Jararweh; Mahmoud Al-Ayyoub (Ann. des Télécommunications, 2016)

Software defined cloud: Survey, system and evaluation. - Yaser Jararweh; Mahmoud Al-Ayyoub; Ala Darabseh; Elhadj Benkhelifa; Mladen A. Vouk; Andy J. Rindos (Future Gener. Comput. Syst., 2016)

A prototype for a standard arabic sentiment analysis corpus. - Mohammed Al-Kabi; Mahmoud Al-Ayyoub; Izzat Alsmadi; Heider Wahsheh 001 (Int. Arab J. Inf. Technol., 2016)

Towards improving resource management in cloud systems using a multi-agent framework. - Mahmoud Al-Ayyoub; Mustafa Daraghmeh; Yaser Jararweh; Qutaibah Althebyan (Int. J. Cloud Comput., 2016)

Using Enhanced Lexicon-Based Approaches for the Determination of Aspect Categories and Their Polarities in Arabic Reviews. - Mohammad Al-Smadi; Islam Obaidat; Mahmoud Al-Ayyoub; Rami Mohawesh; Yaser Jararweh (Int. J. Inf. Technol. Web Eng., 2016)

A lexicon based approach for classifying Arabic multi-labeled text. - Ismail Hmeidi; Mahmoud Al-Ayyoub; Nizar A. Mahyoub; Mohammed A. Shehab (Int. J. Web Inf. Syst., 2016)

Virtualization-based Cognitive Radio Networks. - Mahmoud Al-Ayyoub; Yaser Jararweh; Ahmad Doulat; Haythem Ahmad Bany Salameh; Ahmad Al Abed Al Aziz; Mohammad A. Alsmirat; Abdallah Khreishah (J. Syst. Softw., 2016)

An Aspect-Based Sentiment Analysis Approach to Evaluating Arabic News Affect on Readers. - Mohammad Al-Smadi; Mahmoud Al-Ayyoub; Huda Al-Sarhan; Yaser Jararweh (J. Univers. Comput. Sci., 2016)

Building an Image Database for Studying Image Retargeting. - Mohammad A. Alsmirat; Ethar El-Qawasmeh; Mahmoud Al-Ayyoub; Nour Alhuda Damer; Yaser Jararweh (AICCSA, 2017)

Enhanced 3D segmentation techniques for reconstructed 3D medical volumes: Robust and Accurate Intelligent System. - Shadi AlZu'bi; Mahmoud Al-Ayyoub; Yaser Jararweh; Mohammed A. Shehab (EUSPN/ICTH, 2017)

Collision-free anycast transmission scheduling in UWSNs. - Ahmad A. Ababneh; Mahmoud Al-Ayyoub; Yaser Jararweh; Mohammad A. Alsmirat (FMEC, 2017)

Cloudlet solution for digital forensic investigation of multiple cases of multiple devices. - Siyakha N. Mthunzi; Elhadj Benkhelifa; Yaser Jararweh; Mahmoud Al-Ayyoub (FMEC, 2017)

Using Logistic Regression to Improve Virtual Machines Management in Cloud Computing Systems. - Manar Bani Issa; Mustafa Daraghmeh; Yaser Jararweh; Mahmoud Al-Ayyoub; Mohammad A. Alsmirat; Elhadj Benkhelifa (MASS, 2017)

Software Defined Storage for cooperative Mobile Edge Computing systems. - Jafar Albadarneh; Yaser Jararweh; Mahmoud Al-Ayyoub; Mohammad Al-Smadi; Ramon dos Reis Fontes (SDS, 2017)

Software-defined systems support for secure cloud computing based on data classification. - Yaser Jararweh; Mahmoud Al-Ayyoub; Lo'ai Tawalbeh; Ala Darabseh; Houbing Song (Ann. des Télécommunications, 2017)

Software-Defined System Support for Enabling Ubiquitous Mobile Edge Computing. - Yaser Jararweh; Mohammad A. Alsmirat; Mahmoud Al-Ayyoub; Elhadj Benkhelifa; Ala Darabseh; Brij Bhooshan Gupta; Ahmad Doulat (Comput. J., 2017)

Improved hierarchical classifiers for multi-way sentiment analysis. - Aya Nuseir; Mahmoud Al-Ayyoub; Mohammed Al-Kabi; Ghassan G. Kanaan; Riyad Al-Shalabi (Int. Arab J. Inf. Technol., 2017)

An extensive study of authorship authentication of Arabic articles. - Mahmoud Al-Ayyoub; Ahmed Alwajeeh; Ismail Hmeidi (Int. J. Web Inf. Syst., 2017)

Paraphrase identification and semantic text similarity analysis in Arabic news tweets using lexical, syntactic, and semantic features. - Mohammad Al-Smadi; Zain Jaradat; Mahmoud Al-Ayyoub; Yaser Jararweh (Inf. Process. Manag., 2017)

Author gender identification from Arabic text. - Kholoud Alsmearat; Mahmoud Al-Ayyoub; Riyad Al-Shalabi; Ghassan Kanaan (J. Inf. Secur. Appl., 2017)

Feature extraction and selection for Arabic tweets authorship authentication. - Mahmoud Al-Ayyoub; Yaser Jararweh; Abdullateef Rabab'ah; Monther Aldwairi (J. Ambient Intell. Humaniz. Comput., 2017)

Framework for Affective News Analysis of Arabic News: 2014 Gaza Attacks Case Study. - Mahmoud Al-Ayyoub; Huda Al-Sarhan; Majd Al-So'ud; Mohammad Al-Smadi; Yaser Jararweh (J. Univers. Comput. Sci., 2017)

Accelerating compute intensive medical imaging segmentation algorithms using hybrid CPU-GPU implementations. - Mohammad A. Alsmirat; Yaser Jararweh; Mahmoud Al-Ayyoub; Mohammed A. Shehab; Brij Bhooshan Gupta (Multim. Tools Appl., 2017)

MedGraph: a graph-based representation and computation to handle large sets of images. - Moath H. A. Jarrah; Muneera Al-Quraan; Yaser Jararweh; Mahmoud Al-Ayyoub (Multim. Tools Appl., 2017)

Delay-aware power optimization model for mobile edge computing systems. - Yaser Jararweh; Mahmoud Al-Ayyoub; Muneera Al-Quraan; Lo'ai Ali Tawalbeh; Elhadj Benkhelifa (Pers. Ubiquitous Comput., 2017)

A novel framework for software defined based secure storage systems. - Ala Darabseh; Mahmoud Al-Ayyoub; Yaser Jararweh; Elhadj Benkhelifa; Mladen A. Vouk; Andy J. Rindos (Simul. Model. Pract. Theory, 2017)

Accelerating compute-intensive image segmentation algorithms using GPUs. - Mohammed A. Shehab; Mahmoud Al-Ayyoub; Yaser Jararweh; Moath H. A. Jarrah (J. Supercomput., 2017)

Plant Classification in the Wild: A Transfer Learning Approach. - Raffi Al-Qurran; Mahmoud Al-Ayyoub; Ali M. Shatnawi (ACIT, 2018)

A Deep Learning Approach for Amazon EC2 Spot Price Prediction. - Hana' Al-Theiabat; Mahmoud Al-Ayyoub; Mohammad A. Alsmirat; Monther Aldwairi (AICCSA, 2018)

The Impact of the Number of Eigen-Faces on the Face Recognition Accuracy using Different Distance Measures. - Yousef Shatnawi; Mohammad A. Alsmirat; Mahmoud Al-Ayyoub; Monther Aldwairi (AICCSA, 2018)

JUST at VQA-Med: A VGG-Seq2Seq Model. - Bashar Talafha; Mahmoud Al-Ayyoub (CLEF (Working Notes), 2018)

Cloud data centers revenue maximization using server consolidation: Modeling and evaluation. - Mohammad Wardat; Mahmoud Al-Ayyoub; Yaser Jararweh; Abdallah A. Khreishah (INFOCOM Workshops, 2018)

Fine-Grained Emotion Analysis of Arabic Tweets: A Multi-target Multi-label Approach. - Omar Badarneh; Mahmoud Al-Ayyoub; Nouh Alhindawi; Lo'ai Ali Tawalbeh; Yaser Jararweh (ICSC, 2018)

A Novel Recommender System Based on Apriori Algorithm for Requirements Engineering. - Shadi AlZu'bi; Bilal Hawashin; Mohammad EIBes; Mahmoud Al-Ayyoub (SNAMS, 2018)

Determine Bipolar Disorder Level from Patient Interviews Using Bi-LSTM and Feature Fusion. - Maad Ebrahim; Mahmoud Al-Ayyoub; Mohammad A. Alsmirat (SNAMS, 2018)

Studying the controversy in online crowds' interactions. - Mahmoud Al-Ayyoub; Abdullateef Rabab'ah; Yaser Jararweh; Mohammed Naji Al-Kabi; Brij Bhooshan Gupta (Appl. Soft Comput., 2018)

Cooperative mobile edge computing system for VANET-based software-defined content delivery. - Jafar Albadarneh; Yaser Jararweh; Mahmoud Al-Ayyoub; Ramon dos Reis Fontes; Mohammad Al-Smadi; Christian Esteve Rothenberg (Comput. Electr. Eng., 2018)

Automatic categorization of Arabic articles based on their political orientation. - Raddad Abooraig; Shadi AlZu'bi; Tarek Kanan; Bilal Hawashin; Mahmoud Al-Ayyoub; Ismail Hmeidi (Digit. Investig., 2018)

Leveraging fog computing and software defined systems for selective forwarding attacks detection in mobile wireless sensor networks. - Qussai Yaseen; Firas AlBalas; Yaser Jararweh; Mahmoud Al-Ayyoub (Trans. Emerg. Telecommun. Technol., 2018)

Resilient service provisioning in cloud based data centers. - Mahmoud Al-Ayyoub; Muneera Al-Quraan; Yaser Jararweh; Elhadj Benkhelifa; Salim Hariri (Future Gener. Comput. Syst., 2018)

Using deep learning for automatically determining correct application of basic quranic recitation rules. - Mahmoud Al-Ayyoub; Nour Alhuda Damer; Ismail Hmeidi (Int. Arab J. Inf. Technol., 2018)

An extended study of collaboration networks of Levantine biomedical researchers. - Mahmoud Al-Ayyoub; Bassam Arkok; Yaser Jararweh (J. Ambient Intell. Humaniz. Comput., 2018)

Deep learning for Arabic NLP: A survey. - Mahmoud Al-Ayyoub; Aya Nuseir; Kholoud Alsmearat; Yaser Jararweh; Brij B. Gupta (J. Comput. Sci., 2018)

Deep Recurrent neural network vs. support vector machine for aspect-based sentiment analysis of Arabic hotels' reviews. - Mohammad Al-Smadi; Omar Qawasmeh; Mahmoud Al-Ayyoub; Yaser Jararweh; Brij B. Gupta (J. Comput. Sci., 2018)

Accelerating 3D medical volume segmentation using GPUs. - Mahmoud Al-Ayyoub; Shadi AlZu'bi; Yaser Jararweh; Mohammed A. Shehab; Brij Bhooshan Gupta (Multim. Tools Appl., 2018)

Collusion attacks mitigation in internet of things: a fog based model. - Qussai Yaseen; Monther Aldwairi; Yaser Jararweh; Mahmoud Al-Ayyoub; Brij B. Gupta (Multim. Tools Appl., 2018)

GPU parallelization of sequence segmentation using information theoretic models. - Luay Alawneh; Emad Rawashdeh; Mahmoud Al-Ayyoub; Yaser Jararweh (Simul. Model. Pract. Theory, 2018)

Energy efficient dynamic resource management in cloud computing based on logistic regression model and median absolute deviation. - Yaser Jararweh; Manar Bani Issa; Mustafa Daraghmeh; Mahmoud Al-Ayyoub; Mohammad A. Alsmirat (Sustain. Comput. Informatics Syst., 2018)

IoH-RCNN: Pursue the Ingredients of Happiness using Recurrent Convolutional Neural Networks. - Bashar Talafha; Mahmoud Al-Ayyoub (AffCon@AAAI, 2019)

Neural Arabic Text Diacritization: State of the Art Results and a Novel Approach for Machine Translation. - Ali Fadel; Ibraheem Tuffaha; Bara' Al-Jawarneh; Mahmoud Al-Ayyoub (WAT@EMNLP-IJCNLP, 2019)

Face Recognition using Eigen-Faces and Extension Neural Network. - Yousef Shatnawi; Mohammad A. Alsmirat; Mahmoud Al-Ayyoub (AICCSA, 2019)

Outperforming State-of-the-Art Systems for Aspect-Based Sentiment Analysis. - Bashar Talafha; Mahmoud Al-Ayyoub; Analle Abuammar; Yaser Jararweh (AICCSA, 2019)

Using a Hierarchical Softmax Based on the Huffman Coding Tree for Authenticating Arabic Tweets. - Bashar Talafha; Mohammad Al-Smadi; Mahmoud Al-Ayyoub; Yaser Jararweh; Patrick Juola (AICCSA, 2019)

Recognizing Emotion from Speech Based on Age and Gender Using Hierarchical Models. - Ftoon Abu Shaqra; Rehab Duwairi; Mahmoud Al-Ayyoub (ANT/EDI40, 2019)

JUST at ImageCLEF 2019 Visual Question Answering in the Medical Domain. - Aisha Al-Sadi; Bashar Talafha; Mahmoud Al-Ayyoub; Yaser Jararweh; Fumie Costen (CLEF (Working Notes), 2019)

The Audio-Visual Arabic Dataset for Natural Emotions. - Ftoon Abu Shaqra; Rehab Duwairi; Mahmoud Al-Ayyoub (FiCloud, 2019)

Bidirectional Gated Recurrent Units For Human Activity Recognition Using Accelerometer Data. - Tamam Alsarhan; Luay Alawneh; Mohammad Al-Zinati; Mahmoud Al-Ayyoub (IEEE SENSORS, 2019)

MTRecS-DLT: Multi-Modal Transport Recommender System using Deep Learning and Tree Models. - Ayat Abedalla; Ali Fadel; Ibraheem Tuffaha; Hani Al-Omari; Mohammad Omari; Malak Abdullah; Mahmoud Al-Ayyoub (SNAMS, 2019)

A Brief Analysis of Amazon Online Reviews. - Shadi AlZu'bi; Abdalraheem Alsmadiv; Sokyna Al-Qatawneh; Mahmoud Al-Ayyoub; Bilal Hawashin; Yaser Jararweh (SNAMS, 2019)

Multi-Label Emotion Classification for Arabic Tweets. - Shadi AlZu'bi; Omar Badarneh; Bilal Hawashin; Mahmoud Al-Ayyoub; Nouh Alhindawi; Yaser Jararweh (SNAMS, 2019)

Using Popular Search Terms in Stock Price Prediction. - Izzat Alsmadi; Mahmoud Al-Ayyoub; Mohammad A. Alsmirat; Yaser Jararweh (SNAMS, 2019)

Team JUST at the MADAR Shared Task on Arabic Fine-Grained Dialect Identification. - Bashar Talafha; Ali Fadel; Mahmoud Al-Ayyoub; Yaser Jararweh; Mohammad Al-Smadi; Patrick Juola (WANLP@ACL 2019, 2019)

Truthful Multi-Unit Multi-Broker Auction Mechanism with Approximate Social-Welfare in Ad Hoc Cognitive Radio Networks. - Nour Abu Riala; Yaser Jararweh; Mahmoud Al-Ayyoub; Haythem Bany Salameh (Ad Hoc Sens. Wirel. Networks, 2019)

Improving fuzzy C-mean-based community detection in social networks using dynamic parallelism. - Mahmoud Al-Ayyoub; Mohammed Nasser Al-Andoli; Yaser Jararweh; Mohammad Al-Smadi; Brij B. Gupta (Comput. Electr. Eng., 2019)

Toward a new approach for sorting extremely large data files in the big data era. - Ali M. Shatnawi; Yathrip AlZahouri; Mohammed A. Shehab; Yaser Jararweh; Mahmoud Al-Ayyoub (Clust. Comput., 2019)

On the Use of Emojis to Train Emotion Classifiers. - Wegdan A. Hussien; Mahmoud Al-Ayyoub; Yahya M. Tashtoush; Mohammed Al-Kabi (CoRR, 2019)

A detailed comparative study of open source deep learning frameworks. - Ghadeer Al-Bdour; Raffi Al-Qurran; Mahmoud Al-Ayyoub; Ali M. Shatnawi (CoRR, 2019)

Arabic Text Diacritization Using Deep Neural Networks. - Ali Fadel; Ibraheem Tuffaha; Bara' Al-Jawarneh; Mahmoud Al-Ayyoub (CoRR, 2019)

Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic. - Ali Fadel; Ibraheem Tuffaha; Mahmoud Al-Ayyoub (CoRR, 2019)

Dynamic Detection of Software Defects Using Supervised Learning Techniques. - Alaa Al-Nusirat; Feras Hanandeh; Mohammad Kamel Kharabsheh; Mahmoud Al-Ayyoub; Nahla Al-dhfairi (Int. J. Commun. Networks Inf. Secur., 2019)

A comprehensive survey of arabic sentiment analysis. - Mahmoud Al-Ayyoub; Abed Allah Khamaiseh; Yaser Jararweh; Mohammed Naji Al-Kabi (Inf. Process. Manag., 2019)

Enhancing Aspect-Based Sentiment Analysis of Arabic Hotels' reviews using morphological, syntactic and semantic features. - Mohammad Al-Smadi; Mahmoud Al-Ayyoub; Yaser Jararweh; Omar Qawasmeh (Inf. Process. Manag., 2019)

Advanced Arabic Natural Language Processing (ANLP) and its applications: Introduction to the special issue. - Yaser Jararweh; Mahmoud Al-Ayyoub; Elhadj Benkhelifa (Inf. Process. Manag., 2019)

Using long short-term memory deep neural networks for aspect-based sentiment analysis of Arabic reviews. - Mohammad Al-Smadi; Bashar Talafha; Mahmoud Al-Ayyoub; Yaser Jararweh (Int. J. Mach. Learn. Cybern., 2019)

Collaboration networks of arab biomedical researchers. - Mahmoud Al-Ayyoub; Esra'a Alawneh; Yaser Jararweh; Mohammad Al-Smadi; Brij B. Gupta (Multim. Tools Appl., 2019)

Impact of digital fingerprint image quality on the fingerprint recognition accuracy. - Mohammad A. Alsmirat; Fatima Abdalla Al-Alem; Mahmoud Al-Ayyoub; Yaser Jararweh; Brij B. Gupta (Multim. Tools Appl., 2019)

Improving the performance of the needleman-wunsch algorithm using parallelization and vectorization techniques. - Yaser Jararweh; Mahmoud Al-Ayyoub; Maged Fakirah; Luay Alawneh; Brij B. Gupta (Multim. Tools Appl., 2019)

Authorship analysis of English and Spanish tweets. - Mohammed Nour AlRashdan; Malak Abdullah; Mahmoud Al-Ayyoub; Yaser Jararweh (ASIST, 2020)

The Inception Team at VQA-Med 2020: Pretrained VGG with Data Augmentation for Medical VQA and VQG. - Aisha Al-Sadi; Hana' Al-Theiabat; Mahmoud Al-Ayyoub (CLEF (Working Notes), 2020)

Overview of the PAN@FIRE 2020 Task on the Authorship Identification of SOurce COde. - Ali Fadel; Husam Musleh; Ibraheem Tuffaha; Mahmoud Al-Ayyoub; Yaser Jararweh; Elhadj Benkhelifa; Paolo Rosso (FIRE (Working Notes), 2020)

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2ST-UNet: 2-Stage Training Model using U-Net for Pneumothorax Segmentation in Chest X-Rays. - Ayat Abedalla; Malak Abdullah; Mahmoud Al-Ayyoub; Elhadj Benkhelifa (IJCNN, 2020)

A Comparison of Unidirectional and Bidirectional LSTM Networks for Human Activity Recognition. - Luay Alawneh; Belal Mohsen; Mohammad Al-Zinati; Ahmed Shatnawi; Mahmoud Al-Ayyoub (PerCom Workshops, 2020)

JUSTers at SemEval-2020 Task 4: Evaluating Transformer Models against Commonsense Validation and Explanation. - Ali Fadel; Mahmoud Al-Ayyoub; Erik Cambria (SemEval@COLING, 2020)

A convolutional neural network-based reviews classification method for explainable recommendations. - Hafed Zarzour; Bashar Al-Shboul; Mahmoud Al-Ayyoub; Yaser Jararweh (SNAMS, 2020)

JUST System for WMT20 Chat Translation Task. - Roweida Mohammed; Mahmoud Al-Ayyoub; Malak Abdullah (WMT@EMNLP, 2020)

A scalable multiple pairwise protein sequence alignment acceleration using hybrid CPU-GPU approach. - Luay Alawneh; Mohammed A. Shehab; Mahmoud Al-Ayyoub; Yaser Jararweh; Ziad A. Al-Sharif (Clust. Comput., 2020)

Improving classification and clustering techniques using GPUs. - Yaser Jararweh; Mohammed A. Shehab; Qussai Yaseen; Mahmoud Al-Ayyoub (Concurr. Comput. Pract. Exp., 2020)

Predicting Helpfulness of Online Reviews. - Abdalraheem Alsmadiv; Shadi AlZu'bi; Mahmoud Al-Ayyoub; Yaser Jararweh (CoRR, 2020)

The 2ST-UNet for Pneumothorax Segmentation in Chest X-Rays using ResNet34 as a Backbone for U-Net. - Ayat Abedalla; Malak Abdullah; Mahmoud Al-Ayyoub; Elhadj Benkhelifa (CoRR, 2020)

An experimental framework for future smart cities using data fusion and software defined systems: The case of environmental monitoring for smart healthcare. - Yaser Jararweh; Mahmoud Al-Ayyoub; Du'a Al-Zoubi; Elhadj Benkhelifa (Future Gener. Comput. Syst., 2020)

Unsupervised dialectal neural machine translation. - Wael Farhan; Bashar Talafha; Analle Abuammar; Ruba Jaikat; Mahmoud Al-Ayyoub; Ahmad Bisher Tarakji; Anas Toma (Inf. Process. Manag., 2020)

An Intelligent Recommender System Based on Association Rule Analysis for Requirement Engineering. - Mohammad Muhairat; Shadi AlZu'bi; Bilal Hawashin; Mohammad W. Elbes; Mahmoud Al-Ayyoub (J. Univers. Comput. Sci., 2020)

Parallel implementation for 3D medical volume fuzzy segmentation. - Shadi AlZu'bi; Mohammed A. Shehab; Mahmoud Al-Ayyoub; Yaser Jararweh; Brij B. Gupta (Pattern Recognit. Lett., 2020)

Sarcasm Detection and Quantification in Arabic Tweets. - Bashar Talafha; Muhy Eddin Za'ter; Samer Suleiman; Mahmoud Al-Ayyoub; Mohammed N. Al-Kabi (ICTAI, 2021)

An Adaptive Black-box Defense against Trojan Attacks on Text Data. - Fatima Alsharadgah; Abdallah Khreishah; Mahmoud Al-Ayyoub; Yaser Jararweh; Guanxiong Liu; Issa Khalil; Muhannad Almutiry; Nasir Saeed (SNAMS, 2021)

Text detection and script identification in natural scene images using deep learning. - Ashwaq Khalil; Moath H. A. Jarrah; Mahmoud Al-Ayyoub; Yaser Jararweh (Comput. Electr. Eng., 2021)

Enhancing human activity recognition using deep learning and time series augmented data. - Luay Alawneh; Tamam Alsarhan; Mohammad Al-Zinati; Mahmoud Al-Ayyoub; Yaser Jararweh; Hongtao Lu (J. Ambient Intell. Humaniz. Comput., 2021)

Chest X-ray pneumothorax segmentation using U-Net with EfficientNet and ResNet architectures. - Ayat Abedalla; Malak Abdullah; Mahmoud Al-Ayyoub; Elhadj Benkhelifa (PeerJ Comput. Sci., 2021)

Visual question answering in the medical domain based on deep learning approaches: A comprehensive study. - Aisha Al-Sadi; Mahmoud Al-Ayyoub; Yaser Jararweh; Fumie Costen (Pattern Recognit. Lett., 2021)

Mowjaz Multi-Topic Labelling Task. - Mahmoud Al-Ayyoub; Haitham Selawi; Mohamed Zaghlol; Hussein T. Al-Natsheh; Samer Suileman; Ali Fadel; Riham Badawi; Ahmed Morsy; Ibraheem Tuffaha; Mohannad Aljarrah (Zenodo, 2021)

Using K-means Clustering Ensemble to Improve the Performance in Recommender Systems. - Hafed Zarzour; Faiz Maazouzi; Mohammad Al-Zinati; Amjad Nusayr; Mohammad A. Alsmirat; Mahmoud Al-Ayyoub; Yaser Jararweh (IDSTA, 2022)

SarcasmDet at SemEval-2022 Task 6: Detecting Sarcasm using Pre-trained Transformers in English and Arabic Languages. - Malak Abdullah; Dalya Faraj; Safa Swedat; Jumana Khrais; Mahmoud Al-Ayyoub (SemEval@NAACL, 2022)

YMAI at SemEval-2022 Task 5: Detecting Misogyny in Memes using VisualBERT and MMBT MultiModal Pre-trained Models. - Mohammad Habash; Yahya Daqour; Malak Abdullah; Mahmoud Al-Ayyoub (SemEval@NAACL, 2022)

Deep Learning-Based Disk Herniation Computer Aided Diagnosis System From MRI Axial Scans. - Mohammad A. Alsmirat; Nusaiba Al-Mnayyis; Mahmoud Al-Ayyoub; Asma'A Al-Mnayyis (IEEE Access, 2022)

Social Network Analysis of the Panama Papers Concentrating on the MENA Region. - Bashar Al-Shboul; Abdullateef Rabab'ah; Mahmoud Al-Ayyoub; Yaser Jararweh; Thar Baker (Comput. J., 2022)

Building a simulated educational environment for the diagnosis of lumbar disk herniation using axial view MRI scans. - Mohammad A. Alsmirat; Khaled Alawneh; Mahmoud Al-Ayyoub; Mays Alshaikhli (Int. J. Adv. Intell. Paradigms, 2022)

Guest Editorial: Explainable artificial intelligence for sentiment analysis. - Erik Cambria; Akshi Kumar 001; Mahmoud Al-Ayyoub; Newton Howard (Knowl. Based Syst., 2022)

Plant classification in the wild: Energy evaluation for deep learning models. - Raffi Al-Qurran; Mahmoud Al-Ayyoub; Ali M. Shatnawi (Multim. Tools Appl., 2022)

Neural Arabic Text Diacritization: State-of-the-Art Results and a Novel Approach for Arabic NLP Downstream Tasks. - Ali Fadel; Ibraheem Tuffaha; Mahmoud Al-Ayyoub (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022)

A UAV-Assisted Multirobot Network for Surveillance and Tracking Applications: Design and Implementation. - Ahmed Mohamed Kamal; Mahmoud Al-Ayyoub; Mohamed Deriche 001 (ACIT, 2023)

Image Retargeting Techniques Identification Using Supervised Deep Learning. - Ruba Kharsa; Rouaa Alzoubi; Mohammad A. Alsmirat; Mahmoud Al-Ayyoub (IDSTA, 2023)

Question-Aware Deep Learning Model for Arabic Machine Reading Comprehension. - Marwa Al-Harbi; Rasha Obeidat; Mahmoud Al-Ayyoub; Luay Alawneh (ISPR (2), 2023)

Enhanced Neural Speech Recognizer for Quranic Recitations. - Suhad Al-Issa; Mohammad A. Alshboul; Mahmoud Al-Ayyoub (MCNA, 2023)

Multi-Label Classification of Emotions in Arabic Tweets From Different Perspectives. - Shadi AlZu'bi; Omar Badarneh; Bilal Hawashin; Mahmoud Al-Ayyoub; Nouh Alhindawi; Kholoud Alsmearat (MCNA, 2023)

User identification using deep learning and human activity mobile sensor data. - Luay Alawneh; Mohammad Al-Zinati; Mahmoud Al-Ayyoub (Int. J. Inf. Sec., 2023)

Personalized human activity recognition using deep learning and edge-cloud architecture. - Luay Alawneh; Mahmoud Al-Ayyoub; Ziad A. Al-Sharif; Ahmed Shatnawi (J. Ambient Intell. Humaniz. Comput., 2023)

Improving clinical documentation: automatic inference of ICD-10 codes from patient notes using BERT model. - Emran Al-Bashabsheh; Ahmad Alaiad 001; Mahmoud Al-Ayyoub; Othman Beni-Yonis; Raed Abu Zitar; Laith Abualigah (J. Supercomput., 2023)

A multi-modal deep learning system for Arabic emotion recognition. - Ftoon Abu Shaqra; Rehab Duwairi; Mahmoud Al-Ayyoub (Int. J. Speech Technol., 2023)

Comprehensive study of pre-trained language models: detecting humor in news headlines. - Farah Shatnawi; Malak Abdullah; Mahmoud Hammad; Mahmoud Al-Ayyoub (Soft Comput., 2023)

Business intelligence using deep learning techniques for social media contents. - Tarek Kanan; Ala Mughaid; Riyad Al-Shalabi; Mahmoud Al-Ayyoub; Mohammad W. Elbes; Odai Sadaqa (Clust. Comput., 2023)

E-learningDJUST: E-learning dataset from Jordan university of science and technology toward investigating the impact of COVID-19 pandemic on education. - Malak Abdullah; Mahmoud Al-Ayyoub; Saif AlRawashdeh; Farah Shatnawi (Neural Comput. Appl., 2023)

Building an image set for modeling image re-targeting using deep learning. - Mohammad A. Alsmirat; Ethar El-Qawasmeh; Mahmoud Al-Ayyoub; Yaser Jararweh (Simul. Model. Pract. Theory, 2023)

Artificial intelligence foundation and pre-trained models: Fundamentals, applications, opportunities, and social impacts. - Adam Kolides; Alyna Nawaz; Anshu Rathor; Denzel Beeman; Muzammil Hashmi; Sana Fatima; David Berdik; Mahmoud Al-Ayyoub; Yaser Jararweh (Simul. Model. Pract. Theory, 2023)

Building a neural speech recognizer for quranic recitations. - Suhad Al-Issa; Mahmoud Al-Ayyoub; Osama Daifallah Al-Khaleel; Nouh Sabri Elmitwally (Int. J. Speech Technol., 2023)

Accelerating Multiple Sequence Alignments Using Parallel Computing. - Qanita Bani Baker; Ruba A. Al-Hussien; Mahmoud Al-Ayyoub (Comput., 2024)

ArQuAD: An Expert-Annotated Arabic Machine Reading Comprehension Dataset. - Rasha Obeidat; Marwa Al-Harbi; Mahmoud Al-Ayyoub; Luay Alawneh (Cogn. Comput., 2024)

A novel technique for any-cast transmission scheduling in underwater acoustic sensor networks. - Ahmad A. Ababneh; Yaser Jararweh; Mahmoud Al-Ayyoub (Wirel. Networks, 2024)

Speaker-Independent Phoneme-Based Automatic Quranic Speech Recognition Using Deep Learning. - Samah Al-Zaro; Mahmoud Al-Ayyoub; Osama Daifallah Al-Khaleel (IEEE Access, 2025)

ArEntail: manually-curated Arabic natural language inference dataset from news headlines. - Rasha Obeidat; Yara Alharahsheh; Mahmoud Al-Ayyoub; Maram Gharaibeh (Lang. Resour. Evaluation, 2025)