Mahmoud Al-Ayyoub

193 papers A* 1B 6C 20Misc 3Journal 101Unranked 62

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ArEntail: manually-curated Arabic natural language inference dataset from news headlines. Lang. Resour. Evaluation Rasha Obeidat, Yara Alharahsheh, Mahmoud Al-Ayyoub, Maram Gharaibeh
2025	J	`jnl`	Hierarchical Multi-Stage Framework for Robust and Explainable Tomato Leaf Disease Identification. IEEE Access Lima Hamad, Qutaiba Ananzeh, Malik Salameh, Abdalrahman Salem, Mohammad Alshboul, Mahmoud Al-Ayyoub
2025	J	`jnl`	Multimodal Multisource Neural Machine Translation: Building Resources for Image Caption Translation from European Languages into Arabic. Comput. Roweida Mohammed, Inad Aljarrah, Mahmoud Al-Ayyoub, Ali Fadel
2025	J	`jnl`	Speaker-Independent Phoneme-Based Automatic Quranic Speech Recognition Using Deep Learning. IEEE Access Samah Al-Zaro, Mahmoud Al-Ayyoub, Osama Daifallah Al-Khaleel
2024	J	`jnl`	A novel technique for any-cast transmission scheduling in underwater acoustic sensor networks. Wirel. Networks Ahmad A. Ababneh, Yaser Jararweh, Mahmoud Al-Ayyoub
2024	J	`jnl`	Accelerating Multiple Sequence Alignments Using Parallel Computing. Comput. Qanita Bani Baker, Ruba A. Al-Hussien, Mahmoud Al-Ayyoub
2024	J	`jnl`	ArQuAD: An Expert-Annotated Arabic Machine Reading Comprehension Dataset. Cogn. Comput. Rasha Obeidat, Marwa Al-Harbi, Mahmoud Al-Ayyoub, Luay Alawneh
2023	—	`conf`	A UAV-Assisted Multirobot Network for Surveillance and Tracking Applications: Design and Implementation. ACIT Ahmed Mohamed Kamal, Mahmoud Al-Ayyoub, Mohamed Deriche
2023	J	`jnl`	A multi-modal deep learning system for Arabic emotion recognition. Int. J. Speech Technol. Ftoon Abu Shaqra, Rehab Duwairi, Mahmoud Al-Ayyoub
2023	J	`jnl`	Artificial intelligence foundation and pre-trained models: Fundamentals, applications, opportunities, and social impacts. Simul. Model. Pract. Theory Adam Kolides, Alyna Nawaz, Anshu Rathor, Denzel Beeman, Muzammil Hashmi, Sana Fatima, David Berdik, Mahmoud Al-Ayyoub, Yaser Jararweh
2023	J	`jnl`	Building a neural speech recognizer for quranic recitations. Int. J. Speech Technol. Suhad Al-Issa, Mahmoud Al-Ayyoub, Osama Daifallah Al-Khaleel, Nouh Sabri Elmitwally
2023	J	`jnl`	Building an image set for modeling image re-targeting using deep learning. Simul. Model. Pract. Theory Mohammad A. Alsmirat, Ethar El-Qawasmeh, Mahmoud Al-Ayyoub, Yaser Jararweh
2023	J	`jnl`	Business intelligence using deep learning techniques for social media contents. Clust. Comput. Tarek Kanan, Ala Mughaid, Riyad Al-Shalabi, Mahmoud Al-Ayyoub, Mohammad W. Elbes, Odai Sadaqa
2023	J	`jnl`	Comprehensive study of pre-trained language models: detecting humor in news headlines. Soft Comput. Farah Shatnawi, Malak Abdullah, Mahmoud Hammad, Mahmoud Al-Ayyoub
2023	J	`jnl`	E-learningDJUST: E-learning dataset from Jordan university of science and technology toward investigating the impact of COVID-19 pandemic on education. Neural Comput. Appl. Malak Abdullah, Mahmoud Al-Ayyoub, Saif AlRawashdeh, Farah Shatnawi
2023	—	`conf`	Enhanced Neural Speech Recognizer for Quranic Recitations. MCNA Suhad Al-Issa, Mohammad A. Alshboul, Mahmoud Al-Ayyoub
2023	—	`conf`	Image Retargeting Techniques Identification Using Supervised Deep Learning. IDSTA Ruba Kharsa, Rouaa Alzoubi, Mohammad A. Alsmirat, Mahmoud Al-Ayyoub
2023	J	`jnl`	Improving clinical documentation: automatic inference of ICD-10 codes from patient notes using BERT model. J. Supercomput. Emran Al-Bashabsheh, Ahmad Alaiad, Mahmoud Al-Ayyoub, Othman Beni-Yonis, Raed Abu Zitar, Laith Abualigah
2023	—	`conf`	Multi-Label Classification of Emotions in Arabic Tweets From Different Perspectives. MCNA Shadi AlZu'bi, Omar Badarneh, Bilal Hawashin, Mahmoud Al-Ayyoub, Nouh Alhindawi, Kholoud Alsmearat
2023	J	`jnl`	Personalized human activity recognition using deep learning and edge-cloud architecture. J. Ambient Intell. Humaniz. Comput. Luay Alawneh, Mahmoud Al-Ayyoub, Ziad A. Al-Sharif, Ahmed Shatnawi
2023	—	`conf`	Question-Aware Deep Learning Model for Arabic Machine Reading Comprehension. ISPR (2) Marwa Al-Harbi, Rasha Obeidat, Mahmoud Al-Ayyoub, Luay Alawneh
2023	J	`jnl`	User identification using deep learning and human activity mobile sensor data. Int. J. Inf. Sec. Luay Alawneh, Mohammad Al-Zinati, Mahmoud Al-Ayyoub
2022	J	`jnl`	Building a simulated educational environment for the diagnosis of lumbar disk herniation using axial view MRI scans. Int. J. Adv. Intell. Paradigms Mohammad A. Alsmirat, Khaled Alawneh, Mahmoud Al-Ayyoub, Mays Alshaikhli
2022	J	`jnl`	Deep Learning-Based Disk Herniation Computer Aided Diagnosis System From MRI Axial Scans. IEEE Access Mohammad A. Alsmirat, Nusaiba Al-Mnayyis, Mahmoud Al-Ayyoub, Asma'A Al-Mnayyis
2022	J	`jnl`	Guest Editorial: Explainable artificial intelligence for sentiment analysis. Knowl. Based Syst. Erik Cambria, Akshi Kumar, Mahmoud Al-Ayyoub, Newton Howard
2022	J	`jnl`	Neural Arabic Text Diacritization: State-of-the-Art Results and a Novel Approach for Arabic NLP Downstream Tasks. ACM Trans. Asian Low Resour. Lang. Inf. Process. Ali Fadel, Ibraheem Tuffaha, Mahmoud Al-Ayyoub
2022	J	`jnl`	Plant classification in the wild: Energy evaluation for deep learning models. Multim. Tools Appl. Raffi Al-Qurran, Mahmoud Al-Ayyoub, Ali M. Shatnawi
2022	—	`conf`	SarcasmDet at SemEval-2022 Task 6: Detecting Sarcasm using Pre-trained Transformers in English and Arabic Languages. SemEval@NAACL Malak Abdullah, Dalya Faraj, Safa Swedat, Jumana Khrais, Mahmoud Al-Ayyoub
2022	J	`jnl`	Social Network Analysis of the Panama Papers Concentrating on the MENA Region. Comput. J. Bashar Al-Shboul, Abdullateef Rabab'ah, Mahmoud Al-Ayyoub, Yaser Jararweh, Thar Baker
2022	—	`conf`	Using K-means Clustering Ensemble to Improve the Performance in Recommender Systems. IDSTA Hafed Zarzour, Faiz Maazouzi, Mohammad Al-Zinati, Amjad Nusayr, Mohammad A. Alsmirat, Mahmoud Al-Ayyoub, Yaser Jararweh
2022	—	`conf`	YMAI at SemEval-2022 Task 5: Detecting Misogyny in Memes using VisualBERT and MMBT MultiModal Pre-trained Models. SemEval@NAACL Mohammad Habash, Yahya Daqour, Malak Abdullah, Mahmoud Al-Ayyoub
2021	—	`conf`	An Adaptive Black-box Defense against Trojan Attacks on Text Data. SNAMS Fatima Alsharadgah, Abdallah Khreishah, Mahmoud Al-Ayyoub, Yaser Jararweh, Guanxiong Liu, Issa Khalil, Muhannad Almutiry, Nasir Saeed
2021	J	`jnl`	Chest X-ray pneumothorax segmentation using U-Net with EfficientNet and ResNet architectures. PeerJ Comput. Sci. Ayat Abedalla, Malak Abdullah, Mahmoud Al-Ayyoub, Elhadj Benkhelifa
2021	J	`jnl`	Enhancing human activity recognition using deep learning and time series augmented data. J. Ambient Intell. Humaniz. Comput. Luay Alawneh, Tamam Alsarhan, Mohammad Al-Zinati, Mahmoud Al-Ayyoub, Yaser Jararweh, Hongtao Lu
2021	B	`conf`	Sarcasm Detection and Quantification in Arabic Tweets. ICTAI Bashar Talafha, Muhy Eddin Za'ter, Samer Suleiman, Mahmoud Al-Ayyoub, Mohammed N. Al-Kabi
2021	J	`jnl`	Text detection and script identification in natural scene images using deep learning. Comput. Electr. Eng. Ashwaq Khalil, Moath H. A. Jarrah, Mahmoud Al-Ayyoub, Yaser Jararweh
2021	J	`jnl`	Visual question answering in the medical domain based on deep learning approaches: A comprehensive study. Pattern Recognit. Lett. Aisha Al-Sadi, Mahmoud Al-Ayyoub, Yaser Jararweh, Fumie Costen
2021	J	`jnl`	sarcasm detection and quantification in arabic tweets. CoRR Bashar Talafha, Muhy Eddin Za'ter, Samer Suleiman, Mahmoud Al-Ayyoub, Mohammed N. Al-Kabi
2020	B	`conf`	2ST-UNet: 2-Stage Training Model using U-Net for Pneumothorax Segmentation in Chest X-Rays. IJCNN Ayat Abedalla, Malak Abdullah, Mahmoud Al-Ayyoub, Elhadj Benkhelifa
2020	—	`conf`	A Comparison of Unidirectional and Bidirectional LSTM Networks for Human Activity Recognition. PerCom Workshops Luay Alawneh, Belal Mohsen, Mohammad Al-Zinati, Ahmed Shatnawi, Mahmoud Al-Ayyoub
2020	—	`conf`	A convolutional neural network-based reviews classification method for explainable recommendations. SNAMS Hafed Zarzour, Bashar Al-Shboul, Mahmoud Al-Ayyoub, Yaser Jararweh
2020	J	`jnl`	A scalable multiple pairwise protein sequence alignment acceleration using hybrid CPU-GPU approach. Clust. Comput. Luay Alawneh, Mohammed A. Shehab, Mahmoud Al-Ayyoub, Yaser Jararweh, Ziad A. Al-Sharif
2020	J	`jnl`	An Intelligent Recommender System Based on Association Rule Analysis for Requirement Engineering. J. Univers. Comput. Sci. Mohammad Muhairat, Shadi AlZu'bi, Bilal Hawashin, Mohammad W. Elbes, Mahmoud Al-Ayyoub
2020	J	`jnl`	An experimental framework for future smart cities using data fusion and software defined systems: The case of environmental monitoring for smart healthcare. Future Gener. Comput. Syst. Yaser Jararweh, Mahmoud Al-Ayyoub, Du'a Al-Zoubi, Elhadj Benkhelifa
2020	—	`conf`	Authorship analysis of English and Spanish tweets. ASIST Mohammed Nour AlRashdan, Malak Abdullah, Mahmoud Al-Ayyoub, Yaser Jararweh
2020	J	`jnl`	Improving classification and clustering techniques using GPUs. Concurr. Comput. Pract. Exp. Yaser Jararweh, Mohammed A. Shehab, Qussai Yaseen, Mahmoud Al-Ayyoub
2020	—	`conf`	JUST System for WMT20 Chat Translation Task. WMT@EMNLP Roweida Mohammed, Mahmoud Al-Ayyoub, Malak Abdullah
2020	—	`conf`	JUSTers at SemEval-2020 Task 4: Evaluating Transformer Models against Commonsense Validation and Explanation. SemEval@COLING Ali Fadel, Mahmoud Al-Ayyoub, Erik Cambria
2020	—	`conf`	Overview of the PAN@FIRE 2020 Task on the Authorship Identification of SOurce COde. FIRE Ali Fadel, Husam Musleh, Ibraheem Tuffaha, Mahmoud Al-Ayyoub, Yaser Jararweh, Elhadj Benkhelifa, Paolo Rosso
2020	—	`conf`	Overview of the PAN@FIRE 2020 Task on the Authorship Identification of SOurce COde. FIRE (Working Notes) Ali Fadel, Husam Musleh, Ibraheem Tuffaha, Mahmoud Al-Ayyoub, Yaser Jararweh, Elhadj Benkhelifa, Paolo Rosso
2020	J	`jnl`	Parallel implementation for 3D medical volume fuzzy segmentation. Pattern Recognit. Lett. Shadi AlZu'bi, Mohammed A. Shehab, Mahmoud Al-Ayyoub, Yaser Jararweh, Brij B. Gupta
2020	J	`jnl`	Predicting Helpfulness of Online Reviews. CoRR Abdalraheem Alsmadiv, Shadi AlZu'bi, Mahmoud Al-Ayyoub, Yaser Jararweh
2020	—	`conf`	QWERTY Keyboard? }.?BZQ is Better! IDSTA Ali Fadel, Ibraheem Tuffaha, Mahmoud Al-Ayyoub, Yaser Jararweh
2020	J	`jnl`	The 2ST-UNet for Pneumothorax Segmentation in Chest X-Rays using ResNet34 as a Backbone for U-Net. CoRR Ayat Abedalla, Malak Abdullah, Mahmoud Al-Ayyoub, Elhadj Benkhelifa
2020	—	`conf`	The Inception Team at VQA-Med 2020: Pretrained VGG with Data Augmentation for Medical VQA and VQG. CLEF (Working Notes) Aisha Al-Sadi, Hana' Al-Theiabat, Mahmoud Al-Ayyoub
2020	J	`jnl`	Unsupervised dialectal neural machine translation. Inf. Process. Manag. Wael Farhan, Bashar Talafha, Analle Abuammar, Ruba Jaikat, Mahmoud Al-Ayyoub, Ahmad Bisher Tarakji, Anas Toma
2019	—	`conf`	A Brief Analysis of Amazon Online Reviews. SNAMS Shadi AlZu'bi, Abdalraheem Alsmadiv, Sokyna Al-Qatawneh, Mahmoud Al-Ayyoub, Bilal Hawashin, Yaser Jararweh
2019	J	`jnl`	A comprehensive survey of arabic sentiment analysis. Inf. Process. Manag. Mahmoud Al-Ayyoub, Abed Allah Khamaiseh, Yaser Jararweh, Mohammed Naji Al-Kabi
2019	J	`jnl`	A detailed comparative study of open source deep learning frameworks. CoRR Ghadeer Al-Bdour, Raffi Al-Qurran, Mahmoud Al-Ayyoub, Ali M. Shatnawi
2019	J	`jnl`	Advanced Arabic Natural Language Processing (ANLP) and its applications: Introduction to the special issue. Inf. Process. Manag. Yaser Jararweh, Mahmoud Al-Ayyoub, Elhadj Benkhelifa
2019	J	`jnl`	Arabic Text Diacritization Using Deep Neural Networks. CoRR Ali Fadel, Ibraheem Tuffaha, Bara' Al-Jawarneh, Mahmoud Al-Ayyoub
2019	—	`conf`	Bidirectional Gated Recurrent Units For Human Activity Recognition Using Accelerometer Data. IEEE SENSORS Tamam Alsarhan, Luay Alawneh, Mohammad Al-Zinati, Mahmoud Al-Ayyoub
2019	J	`jnl`	Collaboration networks of arab biomedical researchers. Multim. Tools Appl. Mahmoud Al-Ayyoub, Esra'a Alawneh, Yaser Jararweh, Mohammad Al-Smadi, Brij B. Gupta
2019	J	`jnl`	Dynamic Detection of Software Defects Using Supervised Learning Techniques. Int. J. Commun. Networks Inf. Secur. Alaa Al-Nusirat, Feras Hanandeh, Mohammad Kamel Kharabsheh, Mahmoud Al-Ayyoub, Nahla Al-dhfairi
2019	J	`jnl`	Enhancing Aspect-Based Sentiment Analysis of Arabic Hotels' reviews using morphological, syntactic and semantic features. Inf. Process. Manag. Mohammad Al-Smadi, Mahmoud Al-Ayyoub, Yaser Jararweh, Omar Qawasmeh
2019	C	`conf`	Face Recognition using Eigen-Faces and Extension Neural Network. AICCSA Yousef Shatnawi, Mohammad A. Alsmirat, Mahmoud Al-Ayyoub
2019	J	`jnl`	Impact of digital fingerprint image quality on the fingerprint recognition accuracy. Multim. Tools Appl. Mohammad A. Alsmirat, Fatima Abdalla Al-Alem, Mahmoud Al-Ayyoub, Yaser Jararweh, Brij B. Gupta
2019	J	`jnl`	Improving fuzzy C-mean-based community detection in social networks using dynamic parallelism. Comput. Electr. Eng. Mahmoud Al-Ayyoub, Mohammed Nasser Al-Andoli, Yaser Jararweh, Mohammad Al-Smadi, Brij B. Gupta
2019	J	`jnl`	Improving the performance of the needleman-wunsch algorithm using parallelization and vectorization techniques. Multim. Tools Appl. Yaser Jararweh, Mahmoud Al-Ayyoub, Maged Fakirah, Luay Alawneh, Brij B. Gupta
2019	—	`conf`	IoH-RCNN: Pursue the Ingredients of Happiness using Recurrent Convolutional Neural Networks. AffCon@AAAI Bashar Talafha, Mahmoud Al-Ayyoub
2019	—	`conf`	JUST at ImageCLEF 2019 Visual Question Answering in the Medical Domain. CLEF (Working Notes) Aisha Al-Sadi, Bashar Talafha, Mahmoud Al-Ayyoub, Yaser Jararweh, Fumie Costen
2019	—	`conf`	MTRecS-DLT: Multi-Modal Transport Recommender System using Deep Learning and Tree Models. SNAMS Ayat Abedalla, Ali Fadel, Ibraheem Tuffaha, Hani Al-Omari, Mohammad Omari, Malak Abdullah, Mahmoud Al-Ayyoub
2019	—	`conf`	Multi-Label Emotion Classification for Arabic Tweets. SNAMS Shadi AlZu'bi, Omar Badarneh, Bilal Hawashin, Mahmoud Al-Ayyoub, Nouh Alhindawi, Yaser Jararweh
2019	—	`conf`	Neural Arabic Text Diacritization: State of the Art Results and a Novel Approach for Machine Translation. WAT@EMNLP-IJCNLP Ali Fadel, Ibraheem Tuffaha, Bara' Al-Jawarneh, Mahmoud Al-Ayyoub
2019	J	`jnl`	Neural Arabic Text Diacritization: State of the Art Results and a Novel Approach for Machine Translation. CoRR Ali Fadel, Ibraheem Tuffaha, Bara' Al-Jawarneh, Mahmoud Al-Ayyoub
2019	J	`jnl`	On the Use of Emojis to Train Emotion Classifiers. CoRR Wegdan A. Hussien, Mahmoud Al-Ayyoub, Yahya M. Tashtoush, Mohammed Al-Kabi
2019	C	`conf`	Outperforming State-of-the-Art Systems for Aspect-Based Sentiment Analysis. AICCSA Bashar Talafha, Mahmoud Al-Ayyoub, Analle Abuammar, Yaser Jararweh
2019	—	`conf`	Recognizing Emotion from Speech Based on Age and Gender Using Hierarchical Models. ANT/EDI40 Ftoon Abu Shaqra, Rehab Duwairi, Mahmoud Al-Ayyoub
2019	—	`conf`	Team JUST at the MADAR Shared Task on Arabic Fine-Grained Dialect Identification. WANLP@ACL 2019 Bashar Talafha, Ali Fadel, Mahmoud Al-Ayyoub, Yaser Jararweh, Mohammad Al-Smadi, Patrick Juola
2019	J	`jnl`	Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic. CoRR Ali Fadel, Ibraheem Tuffaha, Mahmoud Al-Ayyoub
2019	—	`conf`	The Audio-Visual Arabic Dataset for Natural Emotions. FiCloud Ftoon Abu Shaqra, Rehab Duwairi, Mahmoud Al-Ayyoub
2019	J	`jnl`	Toward a new approach for sorting extremely large data files in the big data era. Clust. Comput. Ali M. Shatnawi, Yathrip AlZahouri, Mohammed A. Shehab, Yaser Jararweh, Mahmoud Al-Ayyoub
2019	J	`jnl`	Truthful Multi-Unit Multi-Broker Auction Mechanism with Approximate Social-Welfare in Ad Hoc Cognitive Radio Networks. Ad Hoc Sens. Wirel. Networks Nour Abu Riala, Yaser Jararweh, Mahmoud Al-Ayyoub, Haythem Bany Salameh
2019	—	`conf`	Using Popular Search Terms in Stock Price Prediction. SNAMS Izzat Alsmadi, Mahmoud Al-Ayyoub, Mohammad A. Alsmirat, Yaser Jararweh
2019	C	`conf`	Using a Hierarchical Softmax Based on the Huffman Coding Tree for Authenticating Arabic Tweets. AICCSA Bashar Talafha, Mohammad Al-Smadi, Mahmoud Al-Ayyoub, Yaser Jararweh, Patrick Juola
2019	J	`jnl`	Using long short-term memory deep neural networks for aspect-based sentiment analysis of Arabic reviews. Int. J. Mach. Learn. Cybern. Mohammad Al-Smadi, Bashar Talafha, Mahmoud Al-Ayyoub, Yaser Jararweh
2018	C	`conf`	A Deep Learning Approach for Amazon EC2 Spot Price Prediction. AICCSA Hana' Al-Theiabat, Mahmoud Al-Ayyoub, Mohammad A. Alsmirat, Monther Aldwairi
2018	—	`conf`	A Novel Recommender System Based on Apriori Algorithm for Requirements Engineering. SNAMS Shadi AlZu'bi, Bilal Hawashin, Mohammad EIBes, Mahmoud Al-Ayyoub
2018	J	`jnl`	Accelerating 3D medical volume segmentation using GPUs. Multim. Tools Appl. Mahmoud Al-Ayyoub, Shadi AlZu'bi, Yaser Jararweh, Mohammed A. Shehab, Brij Bhooshan Gupta
2018	J	`jnl`	An extended study of collaboration networks of Levantine biomedical researchers. J. Ambient Intell. Humaniz. Comput. Mahmoud Al-Ayyoub, Bassam Arkok, Yaser Jararweh
2018	J	`jnl`	Automatic categorization of Arabic articles based on their political orientation. Digit. Investig. Raddad Abooraig, Shadi AlZu'bi, Tarek Kanan, Bilal Hawashin, Mahmoud Al-Ayyoub, Ismail Hmeidi
2018	—	`conf`	Cloud data centers revenue maximization using server consolidation: Modeling and evaluation. INFOCOM Workshops Mohammad Wardat, Mahmoud Al-Ayyoub, Yaser Jararweh, Abdallah A. Khreishah
2018	J	`jnl`	Collusion attacks mitigation in internet of things: a fog based model. Multim. Tools Appl. Qussai Yaseen, Monther Aldwairi, Yaser Jararweh, Mahmoud Al-Ayyoub, Brij B. Gupta
2018	J	`jnl`	Cooperative mobile edge computing system for VANET-based software-defined content delivery. Comput. Electr. Eng. Jafar Albadarneh, Yaser Jararweh, Mahmoud Al-Ayyoub, Ramon dos Reis Fontes, Mohammad Al-Smadi, Christian Esteve Rothenberg
2018	J	`jnl`	Deep Recurrent neural network vs. support vector machine for aspect-based sentiment analysis of Arabic hotels' reviews. J. Comput. Sci. Mohammad Al-Smadi, Omar Qawasmeh, Mahmoud Al-Ayyoub, Yaser Jararweh, Brij B. Gupta
2018	J	`jnl`	Deep learning for Arabic NLP: A survey. J. Comput. Sci. Mahmoud Al-Ayyoub, Aya Nuseir, Kholoud Alsmearat, Yaser Jararweh, Brij B. Gupta
2018	—	`conf`	Determine Bipolar Disorder Level from Patient Interviews Using Bi-LSTM and Feature Fusion. SNAMS Maad Ebrahim, Mahmoud Al-Ayyoub, Mohammad A. Alsmirat
2018	J	`jnl`	Energy efficient dynamic resource management in cloud computing based on logistic regression model and median absolute deviation. Sustain. Comput. Informatics Syst. Yaser Jararweh, Manar Bani Issa, Mustafa Daraghmeh, Mahmoud Al-Ayyoub, Mohammad A. Alsmirat
2018	—	`conf`	Fine-Grained Emotion Analysis of Arabic Tweets: A Multi-target Multi-label Approach. ICSC Omar Badarneh, Mahmoud Al-Ayyoub, Nouh Alhindawi, Lo'ai Ali Tawalbeh, Yaser Jararweh
2018	J	`jnl`	GPU parallelization of sequence segmentation using information theoretic models. Simul. Model. Pract. Theory Luay Alawneh, Emad Rawashdeh, Mahmoud Al-Ayyoub, Yaser Jararweh
2018	—	`conf`	JUST at VQA-Med: A VGG-Seq2Seq Model. CLEF (Working Notes) Bashar Talafha, Mahmoud Al-Ayyoub
2018	J	`jnl`	Leveraging fog computing and software defined systems for selective forwarding attacks detection in mobile wireless sensor networks. Trans. Emerg. Telecommun. Technol. Qussai Yaseen, Firas AlBalas, Yaser Jararweh, Mahmoud Al-Ayyoub
2018	—	`conf`	Plant Classification in the Wild: A Transfer Learning Approach. ACIT Raffi Al-Qurran, Mahmoud Al-Ayyoub, Ali M. Shatnawi
2018	J	`jnl`	Resilient service provisioning in cloud based data centers. Future Gener. Comput. Syst. Mahmoud Al-Ayyoub, Muneera Al-Quraan, Yaser Jararweh, Elhadj Benkhelifa, Salim Hariri
2018	J	`jnl`	Studying the controversy in online crowds' interactions. Appl. Soft Comput. Mahmoud Al-Ayyoub, Abdullateef Rabab'ah, Yaser Jararweh, Mohammed Naji Al-Kabi, Brij Bhooshan Gupta
2018	C	`conf`	The Impact of the Number of Eigen-Faces on the Face Recognition Accuracy using Different Distance Measures. AICCSA Yousef Shatnawi, Mohammad A. Alsmirat, Mahmoud Al-Ayyoub, Monther Aldwairi
2018	J	`jnl`	Using deep learning for automatically determining correct application of basic quranic recitation rules. Int. Arab J. Inf. Technol. Mahmoud Al-Ayyoub, Nour Alhuda Damer, Ismail Hmeidi
2017	J	`jnl`	A novel framework for software defined based secure storage systems. Simul. Model. Pract. Theory Ala Darabseh, Mahmoud Al-Ayyoub, Yaser Jararweh, Elhadj Benkhelifa, Mladen A. Vouk, Andy J. Rindos
2017	J	`jnl`	Accelerating compute intensive medical imaging segmentation algorithms using hybrid CPU-GPU implementations. Multim. Tools Appl. Mohammad A. Alsmirat, Yaser Jararweh, Mahmoud Al-Ayyoub, Mohammed A. Shehab, Brij Bhooshan Gupta
2017	J	`jnl`	Accelerating compute-intensive image segmentation algorithms using GPUs. J. Supercomput. Mohammed A. Shehab, Mahmoud Al-Ayyoub, Yaser Jararweh, Moath H. A. Jarrah
2017	J	`jnl`	An extensive study of authorship authentication of Arabic articles. Int. J. Web Inf. Syst. Mahmoud Al-Ayyoub, Ahmed Alwajeeh, Ismail Hmeidi
2017	J	`jnl`	Author gender identification from Arabic text. J. Inf. Secur. Appl. Kholoud Alsmearat, Mahmoud Al-Ayyoub, Riyad Al-Shalabi, Ghassan Kanaan
2017	C	`conf`	Building an Image Database for Studying Image Retargeting. AICCSA Mohammad A. Alsmirat, Ethar El-Qawasmeh, Mahmoud Al-Ayyoub, Nour Alhuda Damer, Yaser Jararweh
2017	—	`conf`	Cloudlet solution for digital forensic investigation of multiple cases of multiple devices. FMEC Siyakha N. Mthunzi, Elhadj Benkhelifa, Yaser Jararweh, Mahmoud Al-Ayyoub
2017	—	`conf`	Collision-free anycast transmission scheduling in UWSNs. FMEC Ahmad A. Ababneh, Mahmoud Al-Ayyoub, Yaser Jararweh, Mohammad A. Alsmirat
2017	J	`jnl`	Delay-aware power optimization model for mobile edge computing systems. Pers. Ubiquitous Comput. Yaser Jararweh, Mahmoud Al-Ayyoub, Muneera Al-Quraan, Lo'ai Ali Tawalbeh, Elhadj Benkhelifa
2017	—	`conf`	Enhanced 3D segmentation techniques for reconstructed 3D medical volumes: Robust and Accurate Intelligent System. EUSPN/ICTH Shadi AlZu'bi, Mahmoud Al-Ayyoub, Yaser Jararweh, Mohammed A. Shehab
2017	J	`jnl`	Feature extraction and selection for Arabic tweets authorship authentication. J. Ambient Intell. Humaniz. Comput. Mahmoud Al-Ayyoub, Yaser Jararweh, Abdullateef Rabab'ah, Monther Aldwairi
2017	J	`jnl`	Framework for Affective News Analysis of Arabic News: 2014 Gaza Attacks Case Study. J. Univers. Comput. Sci. Mahmoud Al-Ayyoub, Huda Al-Sarhan, Majd Al-So'ud, Mohammad Al-Smadi, Yaser Jararweh
2017	J	`jnl`	Improved hierarchical classifiers for multi-way sentiment analysis. Int. Arab J. Inf. Technol. Aya Nuseir, Mahmoud Al-Ayyoub, Mohammed Al-Kabi, Ghassan G. Kanaan, Riyad Al-Shalabi
2017	J	`jnl`	MedGraph: a graph-based representation and computation to handle large sets of images. Multim. Tools Appl. Moath H. A. Jarrah, Muneera Al-Quraan, Yaser Jararweh, Mahmoud Al-Ayyoub
2017	J	`jnl`	Paraphrase identification and semantic text similarity analysis in Arabic news tweets using lexical, syntactic, and semantic features. Inf. Process. Manag. Mohammad Al-Smadi, Zain Jaradat, Mahmoud Al-Ayyoub, Yaser Jararweh
2017	—	`conf`	Software Defined Storage for cooperative Mobile Edge Computing systems. SDS Jafar Albadarneh, Yaser Jararweh, Mahmoud Al-Ayyoub, Mohammad Al-Smadi, Ramon dos Reis Fontes
2017	J	`jnl`	Software-Defined System Support for Enabling Ubiquitous Mobile Edge Computing. Comput. J. Yaser Jararweh, Mohammad A. Alsmirat, Mahmoud Al-Ayyoub, Elhadj Benkhelifa, Ala Darabseh, Brij Bhooshan Gupta, Ahmad Doulat
2017	J	`jnl`	Software-defined systems support for secure cloud computing based on data classification. Ann. des Télécommunications Yaser Jararweh, Mahmoud Al-Ayyoub, Lo'ai Tawalbeh, Ala Darabseh, Houbing Song
2017	B	`conf`	Using Logistic Regression to Improve Virtual Machines Management in Cloud Computing Systems. MASS Manar Bani Issa, Mustafa Daraghmeh, Yaser Jararweh, Mahmoud Al-Ayyoub, Mohammad A. Alsmirat, Elhadj Benkhelifa
2016	—	`conf`	A Fog Computing Based System for Selective Forwarding Detection in Mobile Wireless Sensor Networks. FAS*W@SASO/ICCAC Qussai Yaseen, Firas AlBalas, Yaser Jararweh, Mahmoud Al-Ayyoub
2016	—	`conf`	A GPU-based breast cancer detection system using Single Pass Fuzzy C-Means clustering algorithm. ICMCS Mahmoud Al-Ayyoub, Shadi M. AlZu'bi, Yaser Jararweh, Mohammad A. Alsmirat
2016	C	`conf`	A compression-based technique to classify metamorphic malware. AICCSA Duaa Ekhtoom, Mahmoud Al-Ayyoub, Mohammed I. Al-Saleh, Mohammad A. Alsmirat, Ismail Hmeidi
2016	J	`jnl`	A lexicon based approach for classifying Arabic multi-labeled text. Int. J. Web Inf. Syst. Ismail Hmeidi, Mahmoud Al-Ayyoub, Nizar A. Mahyoub, Mohammed A. Shehab
2016	J	`jnl`	A prototype for a standard arabic sentiment analysis corpus. Int. Arab J. Inf. Technol. Mohammed Al-Kabi, Mahmoud Al-Ayyoub, Izzat Alsmadi, Heider Wahsheh
2016	J	`jnl`	An Aspect-Based Sentiment Analysis Approach to Evaluating Arabic News Affect on Readers. J. Univers. Comput. Sci. Mohammad Al-Smadi, Mahmoud Al-Ayyoub, Huda Al-Sarhan, Yaser Jararweh
2016	—	`conf`	An enhanced framework for aspect-based sentiment analysis of Hotels' reviews: Arabic reviews case study. ICITST Mohammad Al-Smadi, Omar Qawasmeh, Bashar Talafha, Mahmoud Al-Ayyoub, Yaser Jararweh, Elhadj Benkhelifa
2016	C	`conf`	Authorship attribution of Arabic tweets. AICCSA Abdullateef Rabab'ah, Mahmoud Al-Ayyoub, Yaser Jararweh, Monther Aldwairi
2016	C	`conf`	Building a standard dataset for Arabie sentiment analysis: Identifying potential annotation pitfalls. AICCSA Mohammed Naji Al-Kabi, Areej A. Al-Qwaqenah, Amal H. Gigieh, Kholoud Alsmearat, Mahmoud Al-Ayyoub, Izzat Mahmoud Alsmadi
2016	—	`conf`	Cloud Support Data Management Infrastructure for Upcoming Smart Cities. ANT/SEIT Muhannad Quwaider, Mahmoud Al-Ayyoub, Yaser Jararweh
2016	J	`jnl`	Cloud support for large scale e-healthcare systems. Ann. des Télécommunications Qutaibah Althebyan, Qussai Yaseen, Yaser Jararweh, Mahmoud Al-Ayyoub
2016	C	`conf`	Exploiting GPUs to accelerate clustering algorithms. AICCSA Mahmoud Al-Ayyoub, Qussai Yaseen, Mohammed A. Shehab, Yaser Jararweh, Firas AlBalas, Elhadj Benkhelifa
2016	—	`conf`	GA-Based Resource Augmentation Negotation for Energy-Optimised Mobile Ad-hoc Cloud. MobileCloud Elhadj Benkhelifa, Thomas Welsh, Lo'ai Ali Tawalbeh, Abdallah Khreishah, Yaser Jararweh, Mahmoud Al-Ayyoub
2016	—	`conf`	Leveraging Software-Defined-Networking for Energy Optimisation in Mobile-Cloud-Computing. FNC/MobiSPC Elhadj Benkhelifa, Thomas Welsh, Lo'ai Tawalbeh, Yaser Jararweh, Mahmoud Al-Ayyoub
2016	C	`conf`	On the road to the Internet of Biometric Things: A survey of fingerprint acquisition technologies and fingerprint databases. AICCSA Fatima Abdalla Al-Alem, Mohammad A. Alsmirat, Mahmoud Al-Ayyoub
2016	C	`conf`	Parallel implementation of FCM-based volume segmentation of 3D images. AICCSA Shadi AlZu'bi, Mohammed A. Shehab, Mahmoud Al-Ayyoub, Elhadj Benkhelifa, Yaser Jararweh
2016	—	`conf`	Power Optimization of Large Scale Mobile Cloud System Using Cooperative Cloudlets. FiCloud Workshops Muneera Al-Quraan, Mahmoud Al-Ayyoub, Yaser Jararweh, Lo'ai Tawalbeh, Elhadj Benkhelifa
2016	—	`conf`	SDCache: Software Defined Data Caching Control for Cloud Services. FiCloud Ala Darabseh, Nikolaos M. Freris, Yaser Jararweh, Mahmoud Al-Ayyoub
2016	—	`conf`	SDMEC: Software Defined System for Mobile Edge Computing. IC2E Workshops Yaser Jararweh, Ahmad Doulat, Ala Darabseh, Mohammad A. Alsmirat, Mahmoud Al-Ayyoub, Elhadj Benkhelifa
2016	—	`conf`	SemEval-2016 Task 5: Aspect Based Sentiment Analysis. SemEval@NAACL-HLT Maria Pontiki, Dimitris Galanis, Haris Papageorgiou, Ion Androutsopoulos, Suresh Manandhar, Mohammad Al-Smadi, Mahmoud Al-Ayyoub, Yanyan Zhao, Bing Qin, Orphée De Clercq, Véronique Hoste, Marianna Apidianaki, Xavier Tannier, Natalia V. Loukachevitch, Evgeniy V. Kotelnikov, Núria Bel, Salud María Jiménez-Zafra, Gülsen Eryigit
2016	J	`jnl`	Software defined cloud: Survey, system and evaluation. Future Gener. Comput. Syst. Yaser Jararweh, Mahmoud Al-Ayyoub, Ala Darabseh, Elhadj Benkhelifa, Mladen A. Vouk, Andy J. Rindos
2016	—	`conf`	The future of mobile cloud computing: Integrating cloudlets and Mobile Edge Computing. ICT Yaser Jararweh, Ahmad Doulat, Omar AlQudah, Ejaz Ahmed, Mahmoud Al-Ayyoub, Elhadj Benkhelifa
2016	J	`jnl`	Towards improving resource management in cloud systems using a multi-agent framework. Int. J. Cloud Comput. Mahmoud Al-Ayyoub, Mustafa Daraghmeh, Yaser Jararweh, Qutaibah Althebyan
2016	—	`conf`	Using Dynamic Parallelism to Speed Up Clustering-Based Community Detection in Social Networks. FiCloud Workshops Mohammed Nasser Al-Andoli, Mahmoud Al-Ayyoub, Mohammad Al-Smadi, Yaser Jararweh, Elhadj Benkhelifa
2016	J	`jnl`	Using Enhanced Lexicon-Based Approaches for the Determination of Aspect Categories and Their Polarities in Arabic Reviews. Int. J. Inf. Technol. Web Eng. Mohammad Al-Smadi, Islam Obaidat, Mahmoud Al-Ayyoub, Rami Mohawesh, Yaser Jararweh
2016	—	`conf`	Using the Panama Papers to explore the financial networks of the Middle East. ICITST Abdullateef Rabab'ah, Mahmoud Al-Ayyoub, Mohammed A. Shehab, Yaser Jararweh, Bernard J. Jansen
2016	J	`jnl`	Virtualization-based Cognitive Radio Networks. J. Syst. Softw. Mahmoud Al-Ayyoub, Yaser Jararweh, Ahmad Doulat, Haythem Ahmad Bany Salameh, Ahmad Al Abed Al Aziz, Mohammad A. Alsmirat, Abdallah Khreishah
2015	J	`jnl`	A GPU-based implementations of the fuzzy C-means algorithms for medical image segmentation. J. Supercomput. Mahmoud Al-Ayyoub, Ansam M. Abu-Dalo, Yaser Jararweh, Moath H. A. Jarrah, Mohammad Al-Sa'd
2015	J	`jnl`	A hierarchical optimization model for energy data flow in smart grid power systems. Inf. Syst. Moath H. A. Jarrah, Manar Jaradat, Yaser Jararweh, Mahmoud Al-Ayyoub, Abdelkader Bousselham
2015	C	`conf`	Accelerating Needleman-Wunsch global alignment algorithm with GPUs. AICCSA Maged Fakirah, Mohammed A. Shehab, Yaser Jararweh, Mahmoud Al-Ayyoub
2015	J	`jnl`	Automatic Arabic text categorization: A comprehensive comparative study. J. Inf. Sci. Ismail Hmeidi, Mahmoud Al-Ayyoub, Nawaf A. Abdulla, Abdalrahman A. Almodawar, Raddad Abooraig, Nizar A. Mahyoub
2015	C	`conf`	Emotion analysis of Arabic articles and its impact on identifying the author's gender. AICCSA Kholoud Alsmearat, Mohammed A. Shehab, Mahmoud Al-Ayyoub, Riyad Al-Shalabi, Ghassan Kanaan
2015	J	`jnl`	Evaluating map reduce tasks scheduling algorithms over cloud computing infrastructure. Concurr. Comput. Pract. Exp. Qutaibah Althebyan, Yaser Jararweh, Qussai Yaseen, Omar AlQudah, Mahmoud Al-Ayyoub
2015	—	`conf`	Experimental Framework for Mobile Cloud Computing System. ANT/SEIT Muhannad Quwaider, Yaser Jararweh, Mahmoud Al-Ayyoub, Rehab Duwairi
2015	J	`jnl`	Lexicon-based sentiment analysis of Arabic tweets. Int. J. Soc. Netw. Min. Mahmoud Al-Ayyoub, Safa Bani Essa, Izzat Alsmadi
2015	J	`jnl`	Multi-agent based dynamic resource provisioning and monitoring for cloud computing systems infrastructure. Clust. Comput. Mahmoud Al-Ayyoub, Yaser Jararweh, Mustafa Daraghmeh, Qutaibah Althebyan
2015	J	`jnl`	Optimizing expansion strategies for ultrascale cloud computing data centers. Simul. Model. Pract. Theory Mahmoud Al-Ayyoub, Mohammad Wardat, Yaser Jararweh, Abdallah Khreishah
2015	—	`conf`	Power Optimization of Large Scale Mobile Cloud Computing Systems. FiCloud Mahmoud Al-Ayyoub, Yaser Jararweh, Lo'ai Ali Tawalbeh, Elhadj Benkhelifa, Anas Basalamah
2015	—	`conf`	SDDC: A Software Defined Datacenter Experimental Framework. FiCloud Ala Darabseh, Mahmoud Al-Ayyoub, Yaser Jararweh, Elhadj Benkhelifa, Mladen A. Vouk, Andy J. Rindos
2015	J	`jnl`	SDIoT: a software defined based internet of things framework. J. Ambient Intell. Humaniz. Comput. Yaser Jararweh, Mahmoud Al-Ayyoub, Ala Darabseh, Elhadj Benkhelifa, Mladen A. Vouk, Andy J. Rindos
2015	—	`conf`	SDSecurity: A Software Defined Security experimental framework. ICC Workshops Ala Darabseh, Mahmoud Al-Ayyoub, Yaser Jararweh, Elhadj Benkhelifa, Mladen A. Vouk, Andy J. Rindos
2015	B	`conf`	SDStorage: A Software Defined Storage Experimental Framework. IC2E Ala Darabseh, Mahmoud Al-Ayyoub, Yaser Jararweh, Elhadj Benkhelifa, Mladen A. Vouk, Andy J. Rindos
2015	J	`jnl`	Software Defined Cognitive Radio Network Framework: Design and Evaluation. Int. J. Grid High Perform. Comput. Yaser Jararweh, Mahmoud Al-Ayyoub, Ahmad Doulat, Ahmad Al Abed Al Aziz, Haythem Bany Salameh, Abdallah Khreishah
2015	C	`conf`	Software Defined based smart grid architecture. AICCSA Yaser Jararweh, Ala Darabseh, Mahmoud Al-Ayyoub, Abdelkader Bousselham, Elhadj Benkhelifa
2015	—	`conf`	The Internet of Energy: Smart Sensor Networks and Big Data Management for Smart Grid. FNC/MobiSPC Manar Jaradat, Moath H. A. Jarrah, Abdelkader Bousselham, Yaser Jararweh, Mahmoud Al-Ayyoub
2015	Misc	`conf`	Using Aspect-Based Sentiment Analysis to Evaluate Arabic News Affect on Readers. UCC Mohammad Al-Smadi, Mahmoud Al-Ayyoub, Huda Al-Sarhan, Yaser Jararweh
2015	Misc	`conf`	Using Big Data Analytics for Authorship Authentication of Arabic Tweets. UCC Jafar Albadarneh, Bashar Talafha, Mahmoud Al-Ayyoub, Belal Zaqaibeh, Mohammad Al-Smadi, Yaser Jararweh, Elhadj Benkhelifa
2014	C	`conf`	A new broadcast scheme for sensor networks. AICCSA Kholoud Alsmearat, Mahmoud Al-Ayyoub, Muneer O. Bani Yassein
2014	J	`jnl`	An extended analytical study of Arabic sentiments. Int. J. Big Data Intell. Nawaf A. Abdulla, Mahmoud Al-Ayyoub, Mohammed Naji Al-Kabi
2014	C	`conf`	An extensive study of the Bag-of-Words approach for gender identification of Arabic articles. AICCSA Kholoud Alsmearat, Mahmoud Al-Ayyoub, Riyad Al-Shalabi
2014	—	`conf`	Automatic Lexicon Construction for Arabic Sentiment Analysis. FiCloud Nawaf A. Abdulla, Roa'a Majdalawi, Salwa Mohammed, Mahmoud Al-Ayyoub, Mohammed Al-Kabi
2014	J	`jnl`	CloudExp: A comprehensive cloud computing experimental framework. Simul. Model. Pract. Theory Yaser Jararweh, Moath H. A. Jarrah, Mazen Kharbutli, Zakarea Alshara, Mohammed Noraden Alsaleh, Mahmoud Al-Ayyoub
2014	Misc	`conf`	Collaboration Networks of Levantine Biomedical Researchers. UCC Bassam Arkok, Mahmoud Al-Ayyoub, Yaser Jararweh, Izzat Alsmadi, Elhadj Benkhelifa
2014	C	`conf`	Compression-based arabic text classification. AICCSA Haneen Ta'amneh, Ehsan Abu Keshek, Manar Bani Issa, Mahmoud Al-Ayyoub, Yaser Jararweh
2014	—	`conf`	Cross-Lingual Short-Text Document Classification for Facebook Comments. FiCloud Mosab Faqeeh, Nawaf A. Abdulla, Mahmoud Al-Ayyoub, Yaser Jararweh, Muhannad Quwaider
2014	B	`conf`	SD-CRN: Software Defined Cognitive Radio Network Framework. IC2E Yaser Jararweh, Mahmoud Al-Ayyoub, Ahmad Doulat, Ahmad Al Abed Al Aziz, Haythem Bany Salameh, Abdallah Khreishah
2014	B	`conf`	Software defined framework for multi-cell Cognitive Radio Networks. WiMob Ahmad Doulat, Ahmad Al Abed Al Aziz, Mahmoud Al-Ayyoub, Yaser Jararweh, Haythem Bany Salameh, Abdallah Khreishah
2014	C	`conf`	The analysis of large-scale climate data: Jordan case study. AICCSA Yaser Jararweh, Izzat Alsmadi, Mahmoud Al-Ayyoub, Darrel Jenerette
2014	—	`conf`	To Build or Not to Build? Addressing the Expansion Strategies of Cloud Providers. FiCloud Mohammad Wardat, Mahmoud Al-Ayyoub, Yaser Jararweh, Abdallah Khreishah
2014	C	`conf`	Topical search engine for Internet of Things. AICCSA Mosab Faqeeh, Mahmoud Al-Ayyoub, Mohammad Wardat, Ismail Hmeidi, Yaser Jararweh
2014	J	`jnl`	Towards Improving the Lexicon-Based Approach for Arabic Sentiment Analysis. Int. J. Inf. Technol. Web Eng. Nawaf A. Abdulla, Nizar A. Ahmed, Mohammed A. Shehab, Mahmoud Al-Ayyoub, Mohammed Naji Al-Kabi, Saleh Y. Al-Rifai
2014	J	`jnl`	Truthful Spectrum Auctions With Approximate Social-Welfare or Revenue. IEEE/ACM Trans. Netw. Mahmoud Al-Ayyoub, Himanshu Gupta
2013	—	`conf`	An analytical study of Arabic sentiments: Maktoob case study. ICITST Mohammed Naji Al-Kabi, Nawaf A. Abdulla, Mahmoud Al-Ayyoub
2013	J	`jnl`	Detecting Hand Bone Fractures in X-Ray Images. J. Multim. Process. Technol. Mahmoud Al-Ayyoub, Ismail Hmeidi, Haya Rababah
2011	—	`conf`	Boosting multi-feature visual texture classiffiers for the authentication of Jackson Pollock's drip paintings. Computer Vision and Image Analysis of Art Mahmoud Al-Ayyoub, Mohammad T. Irfan, David G. Stork
2011	A*	`conf`	Truthful spectrum auctions with approximate revenue. INFOCOM Mahmoud Al-Ayyoub, Himanshu Gupta
2010	J	`jnl`	Joint Routing, Channel Assignment, and Scheduling for Throughput Maximization in General Interference Models. IEEE Trans. Mob. Comput. Mahmoud Al-Ayyoub, Himanshu Gupta