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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

sarcasm detection and quantification in arabic tweets. - Talafha, Bashar; Za'ter, Muhy Eddin; Suleiman, Samer; Al-Ayyoub, Mahmoud; Al-Kabi, Mohammed N. (CoRR, 2021)

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

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

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

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

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

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

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

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

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

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

QWERTY Keyboard? }.?BZQ is Better! - Fadel, Ali; Tuffaha, Ibraheem; Al-Ayyoub, Mahmoud; Jararweh, Yaser (2020)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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