Hazem M. Hajj

Affiliations:
  • American University of Beirut, Electrical and Computer Engineering Department


According to our database1, Hazem M. Hajj authored at least 88 papers between 2009 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
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PhD thesis 
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Bibliography

2021
Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data.
CoRR, 2021

Connecting Arabs: bridging the gap in dialectal speech recognition.
Commun. ACM, 2021

2020
A Link Prediction Approach for Accurately Mapping a Large-scale Arabic Lexical Resource to English WordNet.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

A New Semantic-based Multi-Level Classification Approach for Activity Recognition Using Smartphones.
Int. J. Softw. Eng. Knowl. Eng., 2020

Augmenting DL with Adversarial Training for Robust Prediction of Epilepsy Seizures.
ACM Trans. Comput. Heal., 2020

AraGPT2: Pre-Trained Transformer for Arabic Language Generation.
CoRR, 2020

AraELECTRA: Pre-Training Text Discriminators for Arabic Language Understanding.
CoRR, 2020

AraBERT: Transformer-based Model for Arabic Language Understanding.
CoRR, 2020

Price-aware traffic splitting in D2D HetNets with cost-energy-QoE tradeoffs.
Comput. Networks, 2020

A systematic approach to multi-task learning from time-series data.
Appl. Soft Comput., 2020

Resources and End-to-End Neural Network Models for Arabic Image Captioning.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Securing Smart Grid Communication using Ethereum Smart Contracts.
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

Representation Learning for Improved Generalization of Adversarial Domain Adaptation with Text Classification.
Proceedings of the IEEE International Conference on Informatics, 2020

State of the Art Models for Fake News Detection Tasks.
Proceedings of the IEEE International Conference on Informatics, 2020

Optimized Distribution of an Accelerated Convolutional Neural Network across Multiple FPGAs.
Proceedings of the 28th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2020

2019
FeatherNet: An Accelerated Convolutional Neural Network Design for Resource-constrained FPGAs.
ACM Trans. Reconfigurable Technol. Syst., 2019

EGO: Optimized Sensor Selection for Multi-Context Aware Applications with an Ontology for Recognition Models.
IEEE Trans. Mob. Comput., 2019

Speedy Cloud: Cloud Computing with Support for Hardware Acceleration Services.
IEEE Trans. Cloud Comput., 2019

A Survey of Opinion Mining in Arabic: A Comprehensive System Perspective Covering Challenges and Advances in Tools, Resources, Models, Applications, and Visualizations.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019

ArSentD-LEV: A Multi-Topic Corpus for Target-based Sentiment Analysis in Arabic Levantine Tweets.
CoRR, 2019

Neural Arabic Question Answering.
Proceedings of the Fourth Arabic Natural Language Processing Workshop, 2019

Improved Generalization of Arabic Text Classifiers.
Proceedings of the Fourth Arabic Natural Language Processing Workshop, 2019

hULMonA: The Universal Language Model in Arabic.
Proceedings of the Fourth Arabic Natural Language Processing Workshop, 2019

SenZi: A Sentiment Analysis Lexicon for the Latinised Arabic (Arabizi).
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Cost and Energy Aware Dynamic Splitting of Video Traffic in Heterogeneous Networks.
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

2018
Traffic Offloading With Channel Allocation in Cache-Enabled Ultra-Dense Wireless Networks.
IEEE Trans. Veh. Technol., 2018

VCAMS: Viterbi-Based Context Aware Mobile Sensing to Trade-Off Energy and Delay.
IEEE Trans. Mob. Comput., 2018

Towards distributed acceleration of image processing applications using reconfigurable active SSD clusters: a case study of seismic data analysis.
Int. J. High Perform. Comput. Netw., 2018

Optimal Task Scheduling for Distributed Cluster With Active Storage Devices and Accelerated Nodes.
IEEE Access, 2018

EmoWordNet: Automatic Expansion of Emotion Lexicon Using English WordNet.
Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018

EMA at SemEval-2018 Task 1: Emotion Mining for Arabic.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

RESTful Hardware Microservices Using Reconfigurable Networked Accelerators in Cloud and Edge Datacenters.
Proceedings of the 7th IEEE International Conference on Cloud Networking, 2018

2017
A Study of the Performance of a Cloud Datacenter Server.
IEEE Trans. Cloud Comput., 2017

AROMA: A Recursive Deep Learning Model for Opinion Mining in Arabic as a Low Resource Language.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2017

A Sentiment Treebank and Morphologically Enriched Recursive Deep Models for Effective Sentiment Analysis in Arabic.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2017

An optimized approach to video traffic splitting in heterogeneous wireless networks with energy and QoE considerations.
J. Netw. Comput. Appl., 2017

A Characterization Study of Arabic Twitter Data with a Benchmarking for State-of-the-Art Opinion Mining Models.
Proceedings of the Third Arabic Natural Language Processing Workshop, 2017

CAT: Credibility Analysis of Arabic Content on Twitter.
Proceedings of the Third Arabic Natural Language Processing Workshop, 2017

OMAM at SemEval-2017 Task 4: Evaluation of English State-of-the-Art Sentiment Analysis Models for Arabic and a New Topic-based Model.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Traffic offloading with maximum user capacity in dense D2D cooperative networks.
Proceedings of the IEEE International Conference on Communications, 2017

Minimalist Design for Accelerating Convolutional Neural Networks for Low-End FPGA Platforms.
Proceedings of the 25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2017

Robust matrix factorization for collaborative filtering in recommender systems.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

Comparative Evaluation of Sentiment Analysis Methods Across Arabic Dialects.
Proceedings of the Third International Conference On Arabic Computational Linguistics, 2017

2016
A Meta-Framework for Modeling the Human Reading Process in Sentiment Analysis.
ACM Trans. Inf. Syst., 2016

A mathematical model to analyze the utilization of a cloud datacenter middleware.
J. Netw. Comput. Appl., 2016

On the effectiveness of accelerating MapReduce functions using the Xilinx Vivado HLS tool.
Int. J. High Perform. Syst. Archit., 2016

Security-by-construction in web applications development via database annotations.
Comput. Secur., 2016

Arabic Corpora for Credibility Analysis.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Deep learning with ensemble classification method for sensor sampling decisions.
Proceedings of the 2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 2016

2015
Deep Learning Models for Sentiment Analysis in Arabic.
Proceedings of the Second Workshop on Arabic Natural Language Processing, 2015

A Light Lexicon-based Mobile Application for Sentiment Mining of Arabic Tweets.
Proceedings of the Second Workshop on Arabic Natural Language Processing, 2015

FPGA-Accelerated Hadoop Cluster for Deep Learning Computations.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

A Framework for Secure Information Flow Analysis in Web Applications.
Proceedings of the 29th IEEE International Conference on Advanced Information Networking and Applications, 2015

2014
An Algorithm-Centric Energy-Aware Design Methodology.
IEEE Trans. Very Large Scale Integr. Syst., 2014

Hadoop Extensions for Distributed Computing on Reconfigurable Active SSD Clusters.
ACM Trans. Archit. Code Optim., 2014

An energy-aware design methodology based on kernel optimisations.
Int. J. Auton. Adapt. Commun. Syst., 2014

Energy-throughput tradeoffs in cellular/WiFi heterogeneous networks with traffic splitting.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

A Large Scale Arabic Sentiment Lexicon for Arabic Opinion Mining.
Proceedings of the EMNLP 2014 Workshop on Arabic Natural Language Processing, 2014

A Multiresolution Approach to Recommender Systems.
Proceedings of the 8th Workshop on Social Network Mining and Analysis, 2014

On the efficiency of automatically generated accelerators for reconfigurable active SSDs.
Proceedings of the 26th International Conference on Microelectronics, 2014

Emotion Recognition from Text Based on Automatically Generated Rules.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Recommender Systems Using Harmonic Analysis.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

2013
A Framework for Multi-cloud Cooperation with Hardware Reconfiguration Support.
Proceedings of the IEEE Ninth World Congress on Services, 2013

A hybrid approach with collaborative filtering for recommender systems.
Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013

Entropy-based optimization to trade-off energy and accuracy for activity mobile sensing.
Proceedings of the 4th Annual International Conference on Energy Aware Computing Systems and Applications, 2013

RASSD: A dynamically reconfigurable active storage device for energy efficient data analytics.
Proceedings of the 4th Annual International Conference on Energy Aware Computing Systems and Applications, 2013

A Mediation Layer for Connecting Data-Intensive Applications to Reconfigurable Data Nodes.
Proceedings of the 22nd International Conference on Computer Communication and Networks, 2013

On the Design of Energy-Aware 3G/WiFi Heterogeneous Networks under Realistic Conditions.
Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops, 2013

2012
A survey of ground-truth in emotion data annotation.
Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012

A novel approach for emotion classification based on fusion of text and speech.
Proceedings of the 19th International Conference on Telecommunications, 2012

An operating system for a Reconfigurable Active SSD processing node.
Proceedings of the 19th International Conference on Telecommunications, 2012

A fast charging Multi-C technique for mobile devices.
Proceedings of the International Conference on Energy Aware Computing, 2012

Facial Action Unit and Emotion Recognition with Head Pose Variations.
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

2011
Updating snort with a customized controller to thwart port scanning.
Secur. Commun. Networks, 2011

A design methodology for energy aware neural networks.
Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011

Optimal WiMAX frame packing for minimum energy consumption.
Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011

An approach to measuring kernel energy in software applications.
Proceedings of the International Conference on Energy Aware Computing, 2011

Machine Reading for Notion-Based Sentiment Mining.
Proceedings of the Data Mining Workshops (ICDMW), 2011

A Distributed Reconfigurable Active SSD Platform for Data Intensive Applications.
Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011

A comprehensive WiMAX simulator.
Proceedings of the 2011 IEEE Consumer Communications and Networking Conference, 2011

Slow port scanning detection.
Proceedings of the 7th International Conference on Information Assurance and Security, 2011

2010
VSpyware: Spyware in VANETs.
Proceedings of the 35th Annual IEEE Conference on Local Computer Networks, 2010

An extensible software framework for building vehicle to vehicle applications.
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference, 2010

Efficient Time and Frequency Methods for Sampling Filter Functions.
Proceedings of the Image and Signal Processing, 4th International Conference, 2010

A Framework for Emotion Mining from Text in Online Social Networks.
Proceedings of the ICDMW 2010, 2010

Sentence-Level and Document-Level Sentiment Mining for Arabic Texts.
Proceedings of the ICDMW 2010, 2010

2009
Optimal WiMax planning with security considerations.
Secur. Commun. Networks, 2009

On fault tolerant ad hoc network design.
Proceedings of the International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly, 2009


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