A 3-D visualization method for image-guided brain surgery. - Nikolaos G. Bourbakis; Mariette Awad (IEEE Trans. Syst. Man Cybern. Part B, 2003)

Incremental Support Vector Machine Framework for Visual Sensor Networks. - Mariette Awad; Xianhua Jiang; Yuichi Motai (EURASIP J. Adv. Signal Process., 2007)

Dynamic classification for video stream using support vector machine. - Mariette Awad; Yuichi Motai (Appl. Soft Comput., 2008)

FPGA supercomputing platforms: A survey. - Mariette Awad (FPL, 2009)

Multistage SVM as a Clinical Decision Making Tool for Predicting Post Operative Patient Status. - Melissa Stockman; Mariette Awad (BIOCOMP, 2010)

A Pseudo Bargaining Formulation For Servicing Vessels During Transshipment Operations. - Nabil Nehme; Mariette Awad (IKE, 2010)

A Clinical Decision Support Framework for Incremental Polyps Classification in Virtual Colonoscopy. - Mariette Awad; Yuichi Motai; Janne Näppi; Hiroyuki Yoshida (Algorithms, 2010)

A game theoretic scenario for LTE load balancing. - Abdallah El-Halaby; Mariette Awad (AFRICON, 2011)

A Distributed Reconfigurable Active SSD Platform for Data Intensive Applications. - Noor Abbani; Ali Ali; Doa'A Al Otoom; Mohamad Jomaa; Mageda Sharafeddine; Hassan Artail; Haitham Akkary; Mazen A. R. Saghir; Mariette Awad; Hazem M. Hajj (HPCC, 2011)

Exploring energy aware microarchitectural design space via computationally efficient genetic programming. - Abdallah El-Halaby; Mariette Awad; Rahul Khanna (ICEAC, 2011)

Dynamic energy allocation for coordinated optimization in enterprise workloads. - Rahul Khanna; Kshitij A. Doshi; Christian Le; John Ping; Martin P. Dimitrov; Mariette Awad; Melissa Stockman (ICEAC, 2011)

SIRA: A socially inspired game theoretic uplink/downlink resource aware allocation in OFDMA systems. - Ahmad M. El-Hajj; Mariette Awad; Zaher Dawy (SMC, 2011)

Thermal status and workload prediction using support vector regression. - Melissa Stockman; Mariette Awad; Haitham Akkary; Rahul Khanna (ICEAC, 2012)

An operating system for a Reconfigurable Active SSD processing node. - Ali Ali; Mohamad Jomaa; Bashar Romanous; Mageda Sharafeddine; Mazen A. R. Saghir; Haitham Akkary; Hassan Artail; Mariette Awad; Hazem M. Hajj (ICT, 2012)

An ordinal optimization like GA for improved OFDMA system carrier allocations. - Nader El-Zarif; Mariette Awad (IEEE Conf. of Intelligent Systems, 2012)

Isolated handwriting recognition via multi-stage Support Vector Machines. - Nadine Hajj; Mariette Awad (IEEE Conf. of Intelligent Systems, 2012)

Ordinal optimization for optimal Capacitor Placement and network reconfiguration in radial distribution networks. - Randa S. El Ramli; Mariette Awad; Rabih A. Jabr (SMC, 2012)

An asymmetrical and quadratic Support Vector Regression loss function for Beirut short term load forecast. - Melissa Stockman; Randa S. El Ramli; Mariette Awad; Rabih A. Jabr (SMC, 2012)

A Mediation Layer for Connecting Data-Intensive Applications to Reconfigurable Data Nodes. - Mohamad Jomaa; Khaleel W. Mershad; Noor Abbani; Yaman Sharaf-Dabbagh; Bashar Romanous; Hassan Artail; Mazen A. R. Saghir; Hazem M. Hajj; Haitham Akkary; Mariette Awad (ICCCN, 2013)

RASSD: A dynamically reconfigurable active storage device for energy efficient data analytics. - Ali Ali; Mazen A. R. Saghir; Haitham Akkary; Hassan Artail; Hazem M. Hajj; Mariette Awad (ICEAC, 2013)

On the hybrid localization in heterogeneous networks with lack of hearability. - Ali Yassine; Mariette Awad; Youssef Nasser (ICT, 2013)

Minority SVM for linearly separable imbalanced datasets. - Nizar Ajeeb; Ammar Nayal; Mariette Awad (IJCNN, 2013)

Weighted entropy cortical algorithms for isolated Arabic speech recognition. - Nadine Hajj; Mariette Awad (IJCNN, 2013)

A local mixture based SVM for an efficient supervised binary classification. - Yara Rizk; Nicholas Mitri; Mariette Awad (IJCNN, 2013)

An intelligent carpooling app for a green social solution to traffic and parking congestions. - Oussama Dakroub; Carl Michael Boukhater; Fayez Lahoud; Mariette Awad; Hassan Artail (ITSC, 2013)

A Musical Classification and Interpretation of Abstract Art. - Caren Zgheib; Munia Hatem; Johny Kamel; Mariette Awad (MindTrek, 2013)

Energy-Aware Discrete Probabilistic Localization of Wireless Sensor Networks. - Amena Amro; Imad H. Elhajj; Mariette Awad (Intell. Autom. Soft Comput., 2013)

An ordinal kernel trick for a computationally efficient support vector machine. - Yara Rizk; Nicholas Mitri; Mariette Awad (IJCNN, 2014)

A Game Theory Approach to Demand Side Management in Smart Grids. - Nadine Hajj; Mariette Awad (IEEE Conf. on Intelligent Systems (2), 2014)

Modeling Attacks on MANET Using an Incomplete Repeated Bayesian Game. - Farah Saab; Mariette Awad (IEEE Conf. on Intelligent Systems (2), 2014)

Hybrid positioning data fusion in heterogeneous networks with critical hearability. - Ali Yassine; Youssef Nasser; Mariette Awad; Bernard Uguen (EURASIP J. Wirel. Commun. Netw., 2014)

Hadoop Extensions for Distributed Computing on Reconfigurable Active SSD Clusters. - Abdul Rahman Kaitoua; Hazem M. Hajj; Mazen A. R. Saghir; Hassan Artail; Haitham Akkary; Mariette Awad; Mageda Sharafeddine; Khaleel W. Mershad (ACM Trans. Archit. Code Optim., 2014)

Panel Tracking for the Extraction and the Classification of Speech Balloons. - Hadi S. Jomaa; Mariette Awad; Lina Ghaibeh (ICIAP (2), 2015)

A MapReduce Cortical Algorithms Implementation for Unsupervised Learning of Big Data. - Nadine Hajj; Yara Rizk; Mariette Awad (INNS Conference on Big Data, 2015)

On the Distributed Implementation of Unsupervised Extreme Learning Machines for Big Data. - Yara Rizk; Mariette Awad (INNS Conference on Big Data, 2015)

Affective Relationship between Color and Text in Arabic Comic Books. - Hadi S. Jomaa; Mohamad Kamereddine; Ammar Nayal; Yara Rizk; Mariette Awad (SITIS, 2016)

Semantic and Visual Cues for Humanitarian Computing of Natural Disaster Damage Images. - Hadi S. Jomaa; Yara Rizk; Mariette Awad (SITIS, 2016)

Order reduction and efficient implementation of nonlinear nonlocal cochlear response models. - Maurice Filo; Fadi N. Karameh; Mariette Awad (Biol. Cybern., 2016)

An Epsilon Bargaining Game-Theoretic Formulation Between Carrier and Container Terminal Operators for Servicing Vessels During Unloading Operations. - Nabil Nehme; Mariette Awad; Isam A. Kaysi (J. Intell. Transp. Syst., 2016)

A mathematical model to analyze the utilization of a cloud datacenter middleware. - Khaleel W. Mershad; Hassan Artail; Mazen A. R. Saghir; Hazem M. Hajj; Mariette Awad (J. Netw. Comput. Appl., 2016)

Simultaneous context inference and mapping using mm-Wave for indoor scenarios. - Ali Yassin; Youssef Nasser; Mariette Awad; Ahmed Yassin Al-Dubai (ICC, 2017)

A biologically inspired deep neural network of basal ganglia switching in working memory tasks. - Nadine Hajj; Mariette Awad (SSCI, 2017)

Irregular breathing detection in CPAP assisted patients using hierarchical temporal memory. - Nicholas Mitri; Wissam Marrouche; Mariette Awad; Robert Habib (SSCI, 2017)

Recent Advances in Indoor Localization: A Survey on Theoretical Approaches and Applications. - Ahmed Yassin Al-Dubai; Youssef Nasser; Mariette Awad; Ran Liu 007; Chau Yuen; Ronald Raulefs; Elias Aboutanios (IEEE Commun. Surv. Tutorials, 2017)

KerMinSVM for imbalanced datasets with a case study on arabic comics classification. - Ammar Nayal; Hadi S. Jomaa; Mariette Awad (Eng. Appl. Artif. Intell., 2017)

A Study of the Performance of a Cloud Datacenter Server. - Khaleel W. Mershad; Hassan Artail; Mazen A. R. Saghir; Hazem M. Hajj; Mariette Awad (IEEE Trans. Cloud Comput., 2017)

Hierarchical Fusion Evolving Spiking Neural Network for Adaptive Learning. - Obada Al Zoubi; Ahmad Mayeli; Mariette Awad; Hazem H. Refai (ICCI*CC, 2018)

Sky Writer: Towards an Intelligent Smart-phone Gesture Tracing and Recognition Framework. - Nicholas Mitri; Mariette Awad (DS, 2018)

Barricaded Boundary Minority Oversampling LS-SVM for a Biased Binary Classification. - Hmayag Partamian; Yara Rizk; Mariette Awad (DS, 2018)

Geometric Approach in Simultaneous Context Inference, Localization and Mapping using mm-Wave. - Ali Yassin; Youssef Nasser; Mariette Awad (ICT, 2018)

Towards a Machine Learning Approach for Detecting Click Fraud in Mobile Advertizing. - Riwa Mouawi; Mariette Awad; Ali Chehab; Imad H. Elhajj; Ayman I. Kayssi (IIT, 2018)

Dynamic Area Search with Shared Memory: A Meta-Framework to Improve Pathfinding Algorithms. - Obada Al Zoubi; Mariette Awad (IIT, 2018)

Damage Identification in Social Media Posts using Multimodal Deep Learning. - Hussein Mouzannar; Yara Rizk; Mariette Awad (ISCRAM, 2018)

MOSAIC: Simultaneous Localization and Environment Mapping Using mmWave Without A-Priori Knowledge. - Ali Yassin; Youssef Nasser; Ahmed Yassin Al-Dubai; Mariette Awad (IEEE Access, 2018)

Anytime multipurpose emotion recognition from EEG data using a Liquid State Machine based framework. - Obada Al Zoubi; Mariette Awad; Nikola K. Kasabov (Artif. Intell. Medicine, 2018)

Towards distributed acceleration of image processing applications using reconfigurable active SSD clusters: a case study of seismic data analysis. - Mageda Sharafeddine; Hmayag Partamian; Mariette Awad; Mazen A. R. Saghir; Haitham Akkary; Hassan Artail; Hazem M. Hajj; Mohammed Baydoun (Int. J. High Perform. Comput. Netw., 2018)

Toward Real-Time Seismic Feature Analysis for Bright Spot Detection: A Distributed Approach. - Yara Rizk; Hmayag Partamian; Mariette Awad (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Decision Making in Multiagent Systems: A Survey. - Yara Rizk; Mariette Awad; Edward W. Tunstel (IEEE Trans. Cogn. Dev. Syst., 2018)

Sports articles for objectivity analysis. - Yara Rizk; Mariette Awad (UCI Machine Learning Repository, 2018)

Multimodal Damage Identification for Humanitarian Computing. - Hussein Mouzannar; Yara Rizk; Mariette Awad (UCI Machine Learning Repository, 2018)

Towards A Deep Learning Question-Answering Specialized Chatbot for Objective Structured Clinical Examinations. - Julia El Zini; Yara Rizk; Mariette Awad; Jumana Antoun (IJCNN, 2019)

A quantum genetic algorithm for pickup and delivery problems with coalition formation. - Yara Rizk; Mariette Awad (KES, 2019)

A computationally efficient multi-modal classification approach of disaster-related Twitter images. - Yara Rizk; Hadi Samer Jomaa; Mariette Awad; Carlos Castillo 001 (SAC, 2019)

Toward a continuous authentication system using a biologically inspired machine learning approach: a case study. - Obada Al Zoubi; Mariette Awad (SAC, 2019)

On Biologically Inspired Stochastic Reinforcement Deep Learning: A Case Study on Visual Surveillance. - Nadine Hajj; Mariette Awad (IEEE Access, 2019)

An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks. - Julia El Zini; Yara Rizk; Mariette Awad (CoRR, 2019)

Cooperative Heterogeneous Multi-Robot Systems: A Survey. - Yara Rizk; Mariette Awad; Edward W. Tunstel (ACM Comput. Surv., 2019)

On extreme learning machines in sequential and time series prediction: A non-iterative and approximate training algorithm for recurrent neural networks. - Yara Rizk; Mariette Awad (Neurocomputing, 2019)

A piecewise weight update rule for a supervised training of cortical algorithms. - Nadine Hajj; Mariette Awad (Neural Comput. Appl., 2019)

A subjectivity classification framework for sports articles using improved cortical algorithms. - Nadine Hajj; Yara Rizk; Mariette Awad (Neural Comput. Appl., 2019)

BAR - A Reinforcement Learning Agent for Bounding-Box Automated Refinement. - Morgane Ayle; Jimmy Tekli; Julia El Zini; Boulos El Asmar; Mariette Awad (AAAI, 2020)

Towards a Quantum based GA Search for an Optimal Artificial Neural Networks Architecture and Feature Selection to Model NOx Emissions: A Case Study. - Mazen Azzam; Joseph Zeaiter; Mariette Awad (CEC, 2020)

Change Your Singer: A Transfer Learning Generative Adversarial Framework for Song to Song Conversion. - Rema Daher; Mohammad Kassem Zein; Julia El Zini; Mariette Awad; Daniel C. Asmar (IJCNN, 2020)

Generative Adversarial Stacked Autoencoders for Facial Pose Normalization and Emotion Recognition. - Ariel Ruiz-Garcia; Vasile Palade; Mark Elshaw; Mariette Awad (IJCNN, 2020)

Learning to run a Power Network Challenge: a Retrospective Analysis. - Antoine Marot; Benjamin Donnot; Gabriel Dulac-Arnold; Adrian Kelly; Aidan O'Sullivan; Jan Viebahn; Mariette Awad; Isabelle Guyon; Patrick Panciatici; Camilo Romero (NeurIPS (Competition and Demos), 2020)

A Deep Transfer Learning Framework for Seismic Data Analysis: A Case Study on Bright Spot Detection. - Julia El Zini; Yara Rizk; Mariette Awad (IEEE Trans. Geosci. Remote. Sens., 2020)

TempoMAGE: a deep learning framework that exploits the causal dependency between time-series data to predict histone marks in open chromatin regions at time-points with missing ChIP-seq datasets. - Mohammad Hallal; Mariette Awad; Pierre H. Khoueiry (Bioinform., 2021)

A Progressive and Cross-Domain Deep Transfer Learning Framework for Wrist Fracture Detection. - Christophe Karam; Julia El Zini; Mariette Awad; Charbel Saade; Lena Naffaa; Mohammad El Amine (J. Artif. Intell. Soft Comput. Res., 2021)

An Optimized Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks. - Julia El Zini; Yara Rizk; Mariette Awad (J. Artif. Intell. Soft Comput. Res., 2021)

Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations. - Julia El Zini; Mariette Awad (EMNLP (Findings), 2022)

MTMA-DDPG: A Deep Deterministic Policy Gradient Reinforcement Learning for Multi-task Multi-agent Environments. - Karim Hamadeh; Julia El Zini; Joudi Hajar; Mariette Awad (AIAI (1), 2022)

On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations. - Julia El Zini; Mohamad Mansour 002; Basel Mousi; Mariette Awad (AIAI (2), 2022)

Towards Cross-Disaster Building Damage Detection with Graph Convolutional Networks. - Ali Ismail; Mariette Awad (IGARSS, 2022)

BLDNet: A Semi-supervised Change Detection Building Damage Framework using Graph Convolutional Networks and Urban Domain Knowledge. - Ali Ismail; Mariette Awad (CoRR, 2022)

Towards Cross-Disaster Building Damage Assessment with Graph Convolutional Networks. - Ali Ismail; Mariette Awad (CoRR, 2022)

The Power of Transfer Learning in Agricultural Applications: AgriNet. - Zahraa Al Sahili; Mariette Awad (CoRR, 2022)

Real-Time Arabic Digit Spotting with TinyML-Optimized CNNs on Edge Devices. - Yasmine Abu Adla; Mazen A. R. Saghir; Mariette Awad (AIAI (1), 2023)

Reinforcement Learning in the Sky: A Survey on Enabling Intelligence in NTN-Based Communications. - Tarek Naous; May Itani; Mariette Awad; Sanaa Sharafeddine (IEEE Access, 2023)

CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions. - Julia El Zini; Mohamad Mansour 002; Mariette Awad (CoRR, 2023)

Spatio-Temporal Graph Neural Networks: A Survey. - Zahraa Al Sahili; Mariette Awad (CoRR, 2023)

An Asymmetric Loss with Anomaly Detection LSTM Framework for Power Consumption Prediction. - Jihan Ghanim; Maha Issa; Mariette Awad (CoRR, 2023)

On the Explainability of Natural Language Processing Deep Models. - Julia El Zini; Mariette Awad (ACM Comput. Surv., 2023)

An EANN-Based Recommender System for Drug Recommendation. - Hadi Al-Mubasher; Mariette Awad (EANN, 2024)

Towards an Unbiased Classification of Chest X-ray Images Using a RL Powered ACGAN Framework. - Melissa El Beaini; Mariette Awad (AIAI (1), 2024)

Advancing Agricultural Sustainability Through an AI Powered Classification Framework of Plant Pests and Diseases. - Hadi Hasan; Razan Al Kakoun; Gaby Massaad; Mariette Awad (AIAI (Workshops), 2024)

On The Potential of The Fractal Geometry and The CNNs Ability to Encode it. - Julia El Zini; Bassel Musharrafieh; Mariette Awad (CoRR, 2024)

RL-based mobile edge computing scheme for high reliability low latency services in UAV-aided IIoT networks. - Zahraa Sweidan; Sanaa Sharafeddine; Mariette Awad (Ad Hoc Networks, 2025)

An Unsupervised Anomaly Detection in Electricity Consumption Using Reinforcement Learning and Time Series Forest Based Framework. - Jihan Ghanim; Mariette Awad (J. Artif. Intell. Soft Comput. Res., 2025)

AraSTEM: A Native Arabic Multiple Choice Question Benchmark for Evaluating LLMs Knowledge In STEM Subjects. - Ahmad Mustapha; Hadi Al-Khansa; Hadi Al-Mubasher; Aya Mourad; Ranam Hamoud; Hasan El-Husseini; Marwah Al-Sakkaf; Mariette Awad (CoRR, 2025)

Can Small-Scale Data Poisoning Exacerbate Dialect-Linked Biases in Large Language Models? - Chaymaa Abbas; Mariette Awad; Razane Tajeddine (CoRR, 2025)