Mahmoud Al-Ayyoub

According to our database1, Mahmoud Al-Ayyoub authored at least 151 papers between 2010 and 2021.

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Bibliography

2021
Chest X-ray pneumothorax segmentation using U-Net with EfficientNet and ResNet architectures.
PeerJ Comput. Sci., 2021

sarcasm detection and quantification in arabic tweets.
CoRR, 2021

Text detection and script identification in natural scene images using deep learning.
Comput. Electr. Eng., 2021

2020
Parallel implementation for 3D medical volume fuzzy segmentation.
Pattern Recognit. Lett., 2020

An Intelligent Recommender System Based on Association Rule Analysis for Requirement Engineering.
J. Univers. Comput. Sci., 2020

Unsupervised dialectal neural machine translation.
Inf. Process. Manag., 2020

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., 2020

The 2ST-UNet for Pneumothorax Segmentation in Chest X-Rays using ResNet34 as a Backbone for U-Net.
CoRR, 2020

Predicting Helpfulness of Online Reviews.
CoRR, 2020

Improving classification and clustering techniques using GPUs.
Concurr. Comput. Pract. Exp., 2020

A scalable multiple pairwise protein sequence alignment acceleration using hybrid CPU-GPU approach.
Clust. Comput., 2020

JUST System for WMT20 Chat Translation Task.
Proceedings of the Fifth Conference on Machine Translation, 2020

A convolutional neural network-based reviews classification method for explainable recommendations.
Proceedings of the Seventh International Conference on Social Networks Analysis, 2020

JUSTers at SemEval-2020 Task 4: Evaluating Transformer Models against Commonsense Validation and Explanation.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

A Comparison of Unidirectional and Bidirectional LSTM Networks for Human Activity Recognition.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

2ST-UNet: 2-Stage Training Model using U-Net for Pneumothorax Segmentation in Chest X-Rays.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Overview of the PAN@FIRE 2020 Task on the Authorship Identification of SOurce COde.
Proceedings of the Working Notes of FIRE 2020, 2020

The Inception Team at VQA-Med 2020: Pretrained VGG with Data Augmentation for Medical VQA and VQG.
Proceedings of the Working Notes of CLEF 2020, 2020

2019
Improving the performance of the needleman-wunsch algorithm using parallelization and vectorization techniques.
Multim. Tools Appl., 2019

Impact of digital fingerprint image quality on the fingerprint recognition accuracy.
Multim. Tools Appl., 2019

Collaboration networks of arab biomedical researchers.
Multim. Tools Appl., 2019

Using long short-term memory deep neural networks for aspect-based sentiment analysis of Arabic reviews.
Int. J. Mach. Learn. Cybern., 2019

Advanced Arabic Natural Language Processing (ANLP) and its applications: Introduction to the special issue.
Inf. Process. Manag., 2019

Enhancing Aspect-Based Sentiment Analysis of Arabic Hotels' reviews using morphological, syntactic and semantic features.
Inf. Process. Manag., 2019

A comprehensive survey of arabic sentiment analysis.
Inf. Process. Manag., 2019

Dynamic Detection of Software Defects Using Supervised Learning Techniques.
Int. J. Commun. Networks Inf. Secur., 2019

Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic.
CoRR, 2019

Arabic Text Diacritization Using Deep Neural Networks.
CoRR, 2019

A detailed comparative study of open source deep learning frameworks.
CoRR, 2019

On the Use of Emojis to Train Emotion Classifiers.
CoRR, 2019

Toward a new approach for sorting extremely large data files in the big data era.
Clust. Comput., 2019

Improving fuzzy C-mean-based community detection in social networks using dynamic parallelism.
Comput. Electr. Eng., 2019

Truthful Multi-Unit Multi-Broker Auction Mechanism with Approximate Social-Welfare in Ad Hoc Cognitive Radio Networks.
Ad Hoc Sens. Wirel. Networks, 2019

Team JUST at the MADAR Shared Task on Arabic Fine-Grained Dialect Identification.
Proceedings of the Fourth Arabic Natural Language Processing Workshop, 2019

Using Popular Search Terms in Stock Price Prediction.
Proceedings of the Sixth International Conference on Social Networks Analysis, 2019

Multi-Label Emotion Classification for Arabic Tweets.
Proceedings of the Sixth International Conference on Social Networks Analysis, 2019

A Brief Analysis of Amazon Online Reviews.
Proceedings of the Sixth International Conference on Social Networks Analysis, 2019

MTRecS-DLT: Multi-Modal Transport Recommender System using Deep Learning and Tree Models.
Proceedings of the Sixth International Conference on Social Networks Analysis, 2019

The Audio-Visual Arabic Dataset for Natural Emotions.
Proceedings of the 7th International Conference on Future Internet of Things and Cloud, 2019

JUST at ImageCLEF 2019 Visual Question Answering in the Medical Domain.
Proceedings of the Working Notes of CLEF 2019, 2019

Recognizing Emotion from Speech Based on Age and Gender Using Hierarchical Models.
Proceedings of the 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April 29, 2019

Using a Hierarchical Softmax Based on the Huffman Coding Tree for Authenticating Arabic Tweets.
Proceedings of the 16th IEEE/ACS International Conference on Computer Systems and Applications, 2019

Outperforming State-of-the-Art Systems for Aspect-Based Sentiment Analysis.
Proceedings of the 16th IEEE/ACS International Conference on Computer Systems and Applications, 2019

Face Recognition using Eigen-Faces and Extension Neural Network.
Proceedings of the 16th IEEE/ACS International Conference on Computer Systems and Applications, 2019

Neural Arabic Text Diacritization: State of the Art Results and a Novel Approach for Machine Translation.
Proceedings of the 6th Workshop on Asian Translation, 2019

IoH-RCNN: Pursue the Ingredients of Happiness using Recurrent Convolutional Neural Networks.
Proceedings of the 2nd Workshop on Affective Content Analysis (AffCon 2019) co-located with Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019), 2019

2018
Energy efficient dynamic resource management in cloud computing based on logistic regression model and median absolute deviation.
Sustain. Comput. Informatics Syst., 2018

GPU parallelization of sequence segmentation using information theoretic models.
Simul. Model. Pract. Theory, 2018

Collusion attacks mitigation in internet of things: a fog based model.
Multim. Tools Appl., 2018

Accelerating 3D medical volume segmentation using GPUs.
Multim. Tools Appl., 2018

Deep Recurrent neural network vs. support vector machine for aspect-based sentiment analysis of Arabic hotels' reviews.
J. Comput. Sci., 2018

Deep learning for Arabic NLP: A survey.
J. Comput. Sci., 2018

An extended study of collaboration networks of Levantine biomedical researchers.
J. Ambient Intell. Humaniz. Comput., 2018

Using deep learning for automatically determining correct application of basic quranic recitation rules.
Int. Arab J. Inf. Technol., 2018

Resilient service provisioning in cloud based data centers.
Future Gener. Comput. Syst., 2018

Leveraging fog computing and software defined systems for selective forwarding attacks detection in mobile wireless sensor networks.
Trans. Emerg. Telecommun. Technol., 2018

Automatic categorization of Arabic articles based on their political orientation.
Digit. Investig., 2018

Cooperative mobile edge computing system for VANET-based software-defined content delivery.
Comput. Electr. Eng., 2018

Studying the controversy in online crowds' interactions.
Appl. Soft Comput., 2018

Determine Bipolar Disorder Level from Patient Interviews Using Bi-LSTM and Feature Fusion.
Proceedings of the Fifth International Conference on Social Networks Analysis, 2018

A Novel Recommender System Based on Apriori Algorithm for Requirements Engineering.
Proceedings of the Fifth International Conference on Social Networks Analysis, 2018

Fine-Grained Emotion Analysis of Arabic Tweets: A Multi-target Multi-label Approach.
Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018

Cloud data centers revenue maximization using server consolidation: Modeling and evaluation.
Proceedings of the IEEE INFOCOM 2018, 2018

JUST at VQA-Med: A VGG-Seq2Seq Model.
Proceedings of the Working Notes of CLEF 2018, 2018

The Impact of the Number of Eigen-Faces on the Face Recognition Accuracy using Different Distance Measures.
Proceedings of the 15th IEEE/ACS International Conference on Computer Systems and Applications, 2018

A Deep Learning Approach for Amazon EC2 Spot Price Prediction.
Proceedings of the 15th IEEE/ACS International Conference on Computer Systems and Applications, 2018

2017
Accelerating compute-intensive image segmentation algorithms using GPUs.
J. Supercomput., 2017

A novel framework for software defined based secure storage systems.
Simul. Model. Pract. Theory, 2017

Delay-aware power optimization model for mobile edge computing systems.
Pers. Ubiquitous Comput., 2017

MedGraph: a graph-based representation and computation to handle large sets of images.
Multim. Tools Appl., 2017

Accelerating compute intensive medical imaging segmentation algorithms using hybrid CPU-GPU implementations.
Multim. Tools Appl., 2017

Framework for Affective News Analysis of Arabic News: 2014 Gaza Attacks Case Study.
J. Univers. Comput. Sci., 2017

Feature extraction and selection for Arabic tweets authorship authentication.
J. Ambient Intell. Humaniz. Comput., 2017

Author gender identification from Arabic text.
J. Inf. Secur. Appl., 2017

Paraphrase identification and semantic text similarity analysis in Arabic news tweets using lexical, syntactic, and semantic features.
Inf. Process. Manag., 2017

An extensive study of authorship authentication of Arabic articles.
Int. J. Web Inf. Syst., 2017

Improved hierarchical classifiers for multi-way sentiment analysis.
Int. Arab J. Inf. Technol., 2017

Software-Defined System Support for Enabling Ubiquitous Mobile Edge Computing.
Comput. J., 2017

Software-defined systems support for secure cloud computing based on data classification.
Ann. des Télécommunications, 2017

Software Defined Storage for cooperative Mobile Edge Computing systems.
Proceedings of the 2017 Fourth International Conference on Software Defined Systems, 2017

Using Logistic Regression to Improve Virtual Machines Management in Cloud Computing Systems.
Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

Cloudlet solution for digital forensic investigation of multiple cases of multiple devices.
Proceedings of the Second International Conference on Fog and Mobile Edge Computing, 2017

Collision-free anycast transmission scheduling in UWSNs.
Proceedings of the Second International Conference on Fog and Mobile Edge Computing, 2017

Enhanced 3D segmentation techniques for reconstructed 3D medical volumes: Robust and Accurate Intelligent System.
Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017

Building an Image Database for Studying Image Retargeting.
Proceedings of the 14th IEEE/ACS International Conference on Computer Systems and Applications, 2017

2016
An Aspect-Based Sentiment Analysis Approach to Evaluating Arabic News Affect on Readers.
J. Univers. Comput. Sci., 2016

Virtualization-based Cognitive Radio Networks.
J. Syst. Softw., 2016

A lexicon based approach for classifying Arabic multi-labeled text.
Int. J. Web Inf. Syst., 2016

Using Enhanced Lexicon-Based Approaches for the Determination of Aspect Categories and Their Polarities in Arabic Reviews.
Int. J. Inf. Technol. Web Eng., 2016

Towards improving resource management in cloud systems using a multi-agent framework.
Int. J. Cloud Comput., 2016

A prototype for a standard arabic sentiment analysis corpus.
Int. Arab J. Inf. Technol., 2016

Software defined cloud: Survey, system and evaluation.
Future Gener. Comput. Syst., 2016

Cloud support for large scale e-healthcare systems.
Ann. des Télécommunications, 2016


A Fog Computing Based System for Selective Forwarding Detection in Mobile Wireless Sensor Networks.
Proceedings of the 2016 IEEE 1st International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2016

GA-Based Resource Augmentation Negotation for Energy-Optimised Mobile Ad-hoc Cloud.
Proceedings of the 4th IEEE International Conference on Mobile Cloud Computing, 2016

The future of mobile cloud computing: Integrating cloudlets and Mobile Edge Computing.
Proceedings of the 23rd International Conference on Telecommunications, 2016

A GPU-based breast cancer detection system using Single Pass Fuzzy C-Means clustering algorithm.
Proceedings of the 5th International Conference on Multimedia Computing and Systems, 2016

Using the Panama Papers to explore the financial networks of the Middle East.
Proceedings of the 11th International Conference for Internet Technology and Secured Transactions, 2016

An enhanced framework for aspect-based sentiment analysis of Hotels' reviews: Arabic reviews case study.
Proceedings of the 11th International Conference for Internet Technology and Secured Transactions, 2016

SDMEC: Software Defined System for Mobile Edge Computing.
Proceedings of the 2016 IEEE International Conference on Cloud Engineering Workshop, 2016

Leveraging Software-Defined-Networking for Energy Optimisation in Mobile-Cloud-Computing.
Proceedings of the 11th International Conference on Future Networks and Communications (FNC 2016) / The 13th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2016) / Affiliated Workshops, 2016

SDCache: Software Defined Data Caching Control for Cloud Services.
Proceedings of the 4th IEEE International Conference on Future Internet of Things and Cloud, 2016

Using Dynamic Parallelism to Speed Up Clustering-Based Community Detection in Social Networks.
Proceedings of the 4th IEEE International Conference on Future Internet of Things and Cloud Workshops, 2016

Power Optimization of Large Scale Mobile Cloud System Using Cooperative Cloudlets.
Proceedings of the 4th IEEE International Conference on Future Internet of Things and Cloud Workshops, 2016

Cloud Support Data Management Infrastructure for Upcoming Smart Cities.
Proceedings of the 7th International Conference on Ambient Systems, 2016

Authorship attribution of Arabic tweets.
Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016

A compression-based technique to classify metamorphic malware.
Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016

Parallel implementation of FCM-based volume segmentation of 3D images.
Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016

On the road to the Internet of Biometric Things: A survey of fingerprint acquisition technologies and fingerprint databases.
Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016

Building a standard dataset for Arabie sentiment analysis: Identifying potential annotation pitfalls.
Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016

Exploiting GPUs to accelerate clustering algorithms.
Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016

2015
A GPU-based implementations of the fuzzy C-means algorithms for medical image segmentation.
J. Supercomput., 2015

Optimizing expansion strategies for ultrascale cloud computing data centers.
Simul. Model. Pract. Theory, 2015

Automatic Arabic text categorization: A comprehensive comparative study.
J. Inf. Sci., 2015

SDIoT: a software defined based internet of things framework.
J. Ambient Intell. Humaniz. Comput., 2015

A hierarchical optimization model for energy data flow in smart grid power systems.
Inf. Syst., 2015

Lexicon-based sentiment analysis of Arabic tweets.
Int. J. Soc. Netw. Min., 2015

Software Defined Cognitive Radio Network Framework: Design and Evaluation.
Int. J. Grid High Perform. Comput., 2015

Evaluating map reduce tasks scheduling algorithms over cloud computing infrastructure.
Concurr. Comput. Pract. Exp., 2015

Multi-agent based dynamic resource provisioning and monitoring for cloud computing systems infrastructure.
Clust. Comput., 2015

Using Big Data Analytics for Authorship Authentication of Arabic Tweets.
Proceedings of the 8th IEEE/ACM International Conference on Utility and Cloud Computing, 2015

Using Aspect-Based Sentiment Analysis to Evaluate Arabic News Affect on Readers.
Proceedings of the 8th IEEE/ACM International Conference on Utility and Cloud Computing, 2015

SDSecurity: A Software Defined Security experimental framework.
Proceedings of the IEEE International Conference on Communication, 2015

SDStorage: A Software Defined Storage Experimental Framework.
Proceedings of the 2015 IEEE International Conference on Cloud Engineering, 2015

The Internet of Energy: Smart Sensor Networks and Big Data Management for Smart Grid.
Proceedings of the 10th International Conference on Future Networks and Communications (FNC 2015) / The 12th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2015) / Affiliated Workshops, 2015

SDDC: A Software Defined Datacenter Experimental Framework.
Proceedings of the 3rd International Conference on Future Internet of Things and Cloud, 2015

Power Optimization of Large Scale Mobile Cloud Computing Systems.
Proceedings of the 3rd International Conference on Future Internet of Things and Cloud, 2015

Experimental Framework for Mobile Cloud Computing System.
Proceedings of the 6th International Conference on Ambient Systems, 2015

Software Defined based smart grid architecture.
Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

Accelerating Needleman-Wunsch global alignment algorithm with GPUs.
Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

Emotion analysis of Arabic articles and its impact on identifying the author's gender.
Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

2014
Truthful Spectrum Auctions With Approximate Social-Welfare or Revenue.
IEEE/ACM Trans. Netw., 2014

CloudExp: A comprehensive cloud computing experimental framework.
Simul. Model. Pract. Theory, 2014

Towards Improving the Lexicon-Based Approach for Arabic Sentiment Analysis.
Int. J. Inf. Technol. Web Eng., 2014

An extended analytical study of Arabic sentiments.
Int. J. Big Data Intell., 2014

Software defined framework for multi-cell Cognitive Radio Networks.
Proceedings of the IEEE 10th International Conference on Wireless and Mobile Computing, 2014

Collaboration Networks of Levantine Biomedical Researchers.
Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, 2014

SD-CRN: Software Defined Cognitive Radio Network Framework.
Proceedings of the 2014 IEEE International Conference on Cloud Engineering, 2014

To Build or Not to Build? Addressing the Expansion Strategies of Cloud Providers.
Proceedings of the 2014 International Conference on Future Internet of Things and Cloud, 2014

Cross-Lingual Short-Text Document Classification for Facebook Comments.
Proceedings of the 2014 International Conference on Future Internet of Things and Cloud, 2014

Automatic Lexicon Construction for Arabic Sentiment Analysis.
Proceedings of the 2014 International Conference on Future Internet of Things and Cloud, 2014

Compression-based arabic text classification.
Proceedings of the 11th IEEE/ACS International Conference on Computer Systems and Applications, 2014

The analysis of large-scale climate data: Jordan case study.
Proceedings of the 11th IEEE/ACS International Conference on Computer Systems and Applications, 2014

Topical search engine for Internet of Things.
Proceedings of the 11th IEEE/ACS International Conference on Computer Systems and Applications, 2014

A new broadcast scheme for sensor networks.
Proceedings of the 11th IEEE/ACS International Conference on Computer Systems and Applications, 2014

An extensive study of the Bag-of-Words approach for gender identification of Arabic articles.
Proceedings of the 11th IEEE/ACS International Conference on Computer Systems and Applications, 2014

2013
Detecting Hand Bone Fractures in X-Ray Images.
J. Multim. Process. Technol., 2013

An analytical study of Arabic sentiments: Maktoob case study.
Proceedings of the 8th International Conference for Internet Technology and Secured Transactions, 2013

2011
Truthful spectrum auctions with approximate revenue.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

2010
Joint Routing, Channel Assignment, and Scheduling for Throughput Maximization in General Interference Models.
IEEE Trans. Mob. Comput., 2010


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