Mariette Awad

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 65

Top Venues

Publications

Hadi Hasan, Razan Al Kakoun, Gaby Massaad, Mariette Awad
Advancing Agricultural Sustainability Through an AI Powered Classification Framework of Plant Pests and Diseases. AIAI Workshops (2024)
Julia El Zini, Bassel Musharrafieh, Mariette Awad
On The Potential of The Fractal Geometry and The CNNs Ability to Encode it. CoRR (2024)
Hadi Al-Mubasher, Mariette Awad
An EANN-Based Recommender System for Drug Recommendation. EANN (2024)
Melissa El Beaini, Mariette Awad
Towards an Unbiased Classification of Chest X-ray Images Using a RL Powered ACGAN Framework. AIAI (1) (2024)
Jihan Ghanim, Maha Issa, Mariette Awad
An Asymmetric Loss with Anomaly Detection LSTM Framework for Power Consumption Prediction. CoRR (2023)
Julia El Zini, Mariette Awad
On the Explainability of Natural Language Processing Deep Models. ACM Comput. Surv. 55 (5) (2023)
Yasmine Abu Adla, Mazen A. R. Saghir, Mariette Awad
Real-Time Arabic Digit Spotting with TinyML-Optimized CNNs on Edge Devices. AIAI (1) (2023)
Zahraa Al Sahili, Mariette Awad
Spatio-Temporal Graph Neural Networks: A Survey. CoRR (2023)
Julia El Zini, Mohammad Mansour, Mariette Awad
CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions. CoRR (2023)
Tarek Naous, May Itani, Mariette Awad, Sanaa Sharafeddine
Reinforcement Learning in the Sky: A Survey on Enabling Intelligence in NTN-Based Communications. IEEE Access 11 (2023)
Karim Hamadeh, Julia El Zini, Joudi Hajar, Mariette Awad
MTMA-DDPG: A Deep Deterministic Policy Gradient Reinforcement Learning for Multi-task Multi-agent Environments. AIAI (1) (2022)
Julia El Zini, Mohamad Mansour, Basel Mousi, Mariette Awad
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations. CoRR (2022)
Julia El Zini, Mohamad Mansour, Basel Mousi, Mariette Awad
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations. AIAI (2) (2022)
Ali Ismail, Mariette Awad
Towards Cross-Disaster Building Damage Detection with Graph Convolutional Networks. IGARSS (2022)
Julia El Zini, Mariette Awad
Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations. CoRR (2022)
Ali Ismail, Mariette Awad
BLDNet: A Semi-supervised Change Detection Building Damage Framework using Graph Convolutional Networks and Urban Domain Knowledge. CoRR (2022)
Julia El Zini, Mariette Awad
On the Explainability of Natural Language Processing Deep Models. CoRR (2022)
Zahraa Al Sahili, Mariette Awad
The Power of Transfer Learning in Agricultural Applications: AgriNet. CoRR (2022)
Ali Ismail, Mariette Awad
Towards Cross-Disaster Building Damage Assessment with Graph Convolutional Networks. CoRR (2022)
Julia El Zini, Mariette Awad
Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations. EMNLP (Findings) (2022)
Julia El Zini, Yara Rizk, Mariette Awad
An Optimized Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks. J. Artif. Intell. Soft Comput. Res. 11 (1) (2021)
Mohammad Hallal, Mariette Awad, Pierre H. Khoueiry
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. Bioinform. 37 (23) (2021)
Antoine Marot, Benjamin Donnot, Gabriel Dulac-Arnold, Adrian Kelly, Aïdan O'Sullivan, Jan Viebahn, Mariette Awad, Isabelle Guyon, Patrick Panciatici, Camilo Romero
Learning to run a Power Network Challenge: a Retrospective Analysis. CoRR (2021)
Christophe Karam, Julia El Zini, Mariette Awad, Charbel Saade, Lena Naffaa, Mohammad El Amine
A Progressive and Cross-Domain Deep Transfer Learning Framework for Wrist Fracture Detection. J. Artif. Intell. Soft Comput. Res. 12 (2) (2021)
Mazen A. R. Azzam, Joseph Zeaiter, Mariette Awad
Towards a Quantum based GA Search for an Optimal Artificial Neural Networks Architecture and Feature Selection to Model NOx Emissions: A Case Study. CEC (2020)
Ariel Ruiz-Garcia, Vasile Palade, Mark Elshaw, Mariette Awad
Generative Adversarial Stacked Autoencoders for Facial Pose Normalization and Emotion Recognition. IJCNN (2020)
Julia El Zini, Yara Rizk, Mariette Awad
A Deep Transfer Learning Framework for Seismic Data Analysis: A Case Study on Bright Spot Detection. IEEE Trans. Geosci. Remote. Sens. 58 (5) (2020)
Rema Daher, Mohammad Kassem Zein, Julia El Zini, Mariette Awad, Daniel C. Asmar
Change Your Singer: A Transfer Learning Generative Adversarial Framework for Song to Song Conversion. IJCNN (2020)
Antoine Marot, Benjamin Donnot, Gabriel Dulac-Arnold, Adrian Kelly, Aidan O'Sullivan, Jan Viebahn, Mariette Awad, Isabelle Guyon, Patrick Panciatici, Camilo Romero
Learning to run a Power Network Challenge: a Retrospective Analysis. NeurIPS (Competition and Demos) (2020)
Ariel Ruiz-Garcia, Vasile Palade, Mark Elshaw, Mariette Awad
Generative Adversarial Stacked Autoencoders for Facial Pose Normalization and Emotion Recognition. CoRR (2020)
Morgane Ayle, Jimmy Tekli, Julia El Zini, Boulos El Asmar, Mariette Awad
BAR - A Reinforcement Learning Agent for Bounding-Box Automated Refinement. AAAI (2020)
Yara Rizk, Mariette Awad
On extreme learning machines in sequential and time series prediction: A non-iterative and approximate training algorithm for recurrent neural networks. Neurocomputing 325 (2019)
Nadine Hajj, Mariette Awad
A piecewise weight update rule for a supervised training of cortical algorithms. Neural Comput. Appl. 31 (6) (2019)
Julia El Zini, Yara Rizk, Mariette Awad, Jumana Antoun
Towards A Deep Learning Question-Answering Specialized Chatbot for Objective Structured Clinical Examinations. IJCNN (2019)
Rema Daher, Mohammad Kassem Zein, Julia El Zini, Mariette Awad, Daniel C. Asmar
Change your singer: a transfer learning generative adversarial framework for song to song conversion. CoRR (2019)
Julia El Zini, Yara Rizk, Mariette Awad
An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks. CoRR (2019)
Yara Rizk, Mariette Awad
A quantum genetic algorithm for pickup and delivery problems with coalition formation. KES (2019)
Nadine Hajj, Yara Rizk, Mariette Awad
A subjectivity classification framework for sports articles using improved cortical algorithms. Neural Comput. Appl. 31 (11) (2019)
Obada Al Zoubi, Mariette Awad
Toward a continuous authentication system using a biologically inspired machine learning approach: a case study. SAC (2019)
Yara Rizk, Hadi Samer Jomaa, Mariette Awad, Carlos Castillo
A computationally efficient multi-modal classification approach of disaster-related Twitter images. SAC (2019)
Nadine Hajj, Mariette Awad
On Biologically Inspired Stochastic Reinforcement Deep Learning: A Case Study on Visual Surveillance. IEEE Access 7 (2019)
Yara Rizk, Mariette Awad, Edward W. Tunstel
Cooperative Heterogeneous Multi-Robot Systems: A Survey. ACM Comput. Surv. 52 (2) (2019)
Obada Al Zoubi, Ahmad Mayeli, Mariette Awad, Hazem H. Refai
Hierarchical Fusion Evolving Spiking Neural Network for Adaptive Learning. ICCI*CC (2018)
Riwa Mouawi, Mariette Awad, Ali Chehab, Imad H. Elhajj, Ayman I. Kayssi
Towards a Machine Learning Approach for Detecting Click Fraud in Mobile Advertizing. IIT (2018)
Mageda Sharafeddine, Hmayag Partamian, Mariette Awad, Mazen A. R. Saghir, Haitham Akkary, Hassan Artail, Hazem M. Hajj, Mohammed Baydoun
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. 11 (4) (2018)
Ali Yassin, Youssef Nasser, Mariette Awad
Geometric Approach in Simultaneous Context Inference, Localization and Mapping using mm-Wave. ICT (2018)
Hussein Mouzannar, Yara Rizk, Mariette Awad
Damage Identification in Social Media Posts using Multimodal Deep Learning. ISCRAM (2018)
Yara Rizk, Mariette Awad, Edward W. Tunstel
Decision Making in Multiagent Systems: A Survey. IEEE Trans. Cogn. Dev. Syst. 10 (3) (2018)
Obada Al Zoubi, Mariette Awad
Dynamic Area Search with Shared Memory: A Meta-Framework to Improve Pathfinding Algorithms. IIT (2018)
Yara Rizk, Hmayag Partamian, Mariette Awad
Toward Real-Time Seismic Feature Analysis for Bright Spot Detection: A Distributed Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (1) (2018)
Ali Yassin, Youssef Nasser, Ahmed Yassin Al-Dubai, Mariette Awad
MOSAIC: Simultaneous Localization and Environment Mapping Using mmWave Without A-Priori Knowledge. IEEE Access 6 (2018)
Hmayag Partamian, Yara Rizk, Mariette Awad
Barricaded Boundary Minority Oversampling LS-SVM for a Biased Binary Classification. DS (2018)
Nicholas Mitri, Mariette Awad
Sky Writer: Towards an Intelligent Smart-phone Gesture Tracing and Recognition Framework. DS (2018)
Obada Al Zoubi, Mariette Awad, Nikola K. Kasabov
Anytime multipurpose emotion recognition from EEG data using a Liquid State Machine based framework. Artif. Intell. Medicine 86 (2018)
Nadine Hajj, Mariette Awad
A biologically inspired deep neural network of basal ganglia switching in working memory tasks. SSCI (2017)
Nicholas Mitri, Wissam Marrouche, Mariette Awad, Robert Habib
Irregular breathing detection in CPAP assisted patients using hierarchical temporal memory. SSCI (2017)
Khaleel W. Mershad, Hassan Artail, Mazen A. R. Saghir, Hazem M. Hajj, Mariette Awad
A Study of the Performance of a Cloud Datacenter Server. IEEE Trans. Cloud Comput. 5 (4) (2017)
Ahmed Yassin Al-Dubai, Youssef Nasser, Mariette Awad, Ran Liu, Chau Yuen, Ronald Raulefs, Elias Aboutanios
Recent Advances in Indoor Localization: A Survey on Theoretical Approaches and Applications. IEEE Commun. Surv. Tutorials 19 (2) (2017)
Ali Yassin, Youssef Nasser, Mariette Awad, Ahmed Yassin Al-Dubai
Simultaneous context inference and mapping using mm-Wave for indoor scenarios. ICC (2017)
Ammar Nayal, Hadi S. Jomaa, Mariette Awad
KerMinSVM for imbalanced datasets with a case study on arabic comics classification. Eng. Appl. Artif. Intell. 59 (2017)
Hadi S. Jomaa, Yara Rizk, Mariette Awad
Semantic and Visual Cues for Humanitarian Computing of Natural Disaster Damage Images. SITIS (2016)
Hadi S. Jomaa, Mohamad Kamereddine, Ammar Nayal, Yara Rizk, Mariette Awad
Affective Relationship between Color and Text in Arabic Comic Books. SITIS (2016)
Nabil Nehme, Mariette Awad, Isam A. Kaysi
An Epsilon Bargaining Game-Theoretic Formulation Between Carrier and Container Terminal Operators for Servicing Vessels During Unloading Operations. J. Intell. Transp. Syst. 20 (3) (2016)
Maurice Filo, Fadi N. Karameh, Mariette Awad
Order reduction and efficient implementation of nonlinear nonlocal cochlear response models. Biol. Cybern. 110 (6) (2016)
Khaleel W. Mershad, Hassan Artail, Mazen A. R. Saghir, Hazem M. Hajj, Mariette Awad
A mathematical model to analyze the utilization of a cloud datacenter middleware. J. Netw. Comput. Appl. 59 (2016)
Yara Rizk, Mariette Awad
On the Distributed Implementation of Unsupervised Extreme Learning Machines for Big Data. INNS Conference on Big Data (2015)
Hadi S. Jomaa, Mariette Awad, Lina Ghaibeh
Panel Tracking for the Extraction and the Classification of Speech Balloons. ICIAP (2) (2015)
Nadine Hajj, Yara Rizk, Mariette Awad
A MapReduce Cortical Algorithms Implementation for Unsupervised Learning of Big Data. INNS Conference on Big Data (2015)
Abdul Rahman Kaitoua, Hazem M. Hajj, Mazen A. R. Saghir, Hassan Artail, Haitham Akkary, Mariette Awad, Mageda Sharafeddine, Khaleel W. Mershad
Hadoop Extensions for Distributed Computing on Reconfigurable Active SSD Clusters. ACM Trans. Archit. Code Optim. 11 (2) (2014)
Yara Rizk, Nicholas Mitri, Mariette Awad
An ordinal kernel trick for a computationally efficient support vector machine. IJCNN (2014)
Ali Yassine, Youssef Nasser, Mariette Awad, Bernard Uguen
Hybrid positioning data fusion in heterogeneous networks with critical hearability. EURASIP J. Wirel. Commun. Netw. 2014 (2014)
Nadine Hajj, Mariette Awad
A Game Theory Approach to Demand Side Management in Smart Grids. IEEE Conf. on Intelligent Systems (2) (2014)
Farah Saab, Mariette Awad
Modeling Attacks on MANET Using an Incomplete Repeated Bayesian Game. IEEE Conf. on Intelligent Systems (2) (2014)
Caren Zgheib, Munia Hatem, Johny Kamel, Mariette Awad
A Musical Classification and Interpretation of Abstract Art. MindTrek (2013)
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
A Mediation Layer for Connecting Data-Intensive Applications to Reconfigurable Data Nodes. ICCCN (2013)
Ali Yassine, Mariette Awad, Youssef Nasser
On the hybrid localization in heterogeneous networks with lack of hearability. ICT (2013)
Amena Amro, Imad H. Elhajj, Mariette Awad
Energy-Aware Discrete Probabilistic Localization of Wireless Sensor Networks. Intell. Autom. Soft Comput. 19 (3) (2013)
Yara Rizk, Nicholas Mitri, Mariette Awad
A local mixture based SVM for an efficient supervised binary classification. IJCNN (2013)
Nizar Ajeeb, Ammar Nayal, Mariette Awad
Minority SVM for linearly separable imbalanced datasets. IJCNN (2013)
Oussama Dakroub, Carl Michael Boukhater, Fayez Lahoud, Mariette Awad, Hassan Artail
An intelligent carpooling app for a green social solution to traffic and parking congestions. ITSC (2013)
Nadine Hajj, Mariette Awad
Weighted entropy cortical algorithms for isolated Arabic speech recognition. IJCNN (2013)
Ali Ali, Mazen A. R. Saghir, Haitham Akkary, Hassan Artail, Hazem M. Hajj, Mariette Awad
RASSD: A dynamically reconfigurable active storage device for energy efficient data analytics. ICEAC (2013)
Melissa Stockman, Randa S. El Ramli, Mariette Awad, Rabih A. Jabr
An asymmetrical and quadratic Support Vector Regression loss function for Beirut short term load forecast. SMC (2012)
Ali Ali, Mohamad Jomaa, Bashar Romanous, Mageda Sharafeddine, Mazen A. R. Saghir, Haitham Akkary, Hassan Artail, Mariette Awad, Hazem M. Hajj
An operating system for a Reconfigurable Active SSD processing node. ICT (2012)
Melissa Stockman, Mariette Awad, Haitham Akkary, Rahul Khanna
Thermal status and workload prediction using support vector regression. ICEAC (2012)
Randa S. El Ramli, Mariette Awad, Rabih A. Jabr
Ordinal optimization for optimal Capacitor Placement and network reconfiguration in radial distribution networks. SMC (2012)
Nader El-Zarif, Mariette Awad
An ordinal optimization like GA for improved OFDMA system carrier allocations. IEEE Conf. of Intelligent Systems (2012)
Nadine Hajj, Mariette Awad
Isolated handwriting recognition via multi-stage Support Vector Machines. IEEE Conf. of Intelligent Systems (2012)
Rahul Khanna, Kshitij A. Doshi, Christian Le, John Ping, Martin P. Dimitrov, Mariette Awad, Melissa Stockman
Dynamic energy allocation for coordinated optimization in enterprise workloads. ICEAC (2011)
Abdallah El-Halaby, Mariette Awad, Rahul Khanna
Exploring energy aware microarchitectural design space via computationally efficient genetic programming. ICEAC (2011)
Ahmad M. El-Hajj, Mariette Awad, Zaher Dawy
SIRA: A socially inspired game theoretic uplink/downlink resource aware allocation in OFDMA systems. SMC (2011)
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
A Distributed Reconfigurable Active SSD Platform for Data Intensive Applications. HPCC (2011)
Abdallah El-Halaby, Mariette Awad
A game theoretic scenario for LTE load balancing. AFRICON (2011)
Mariette Awad, Yuichi Motai, Janne Näppi, Hiroyuki Yoshida
A Clinical Decision Support Framework for Incremental Polyps Classification in Virtual Colonoscopy. Algorithms 3 (1) (2010)
Nabil Nehme, Mariette Awad
A Pseudo Bargaining Formulation For Servicing Vessels During Transshipment Operations. IKE (2010)
Melissa Stockman, Mariette Awad
Multistage SVM as a Clinical Decision Making Tool for Predicting Post Operative Patient Status. BIOCOMP (2010)
Mariette Awad
FPGA supercomputing platforms: A survey. FPL (2009)
Mariette Awad, Yuichi Motai
Dynamic classification for video stream using support vector machine. Appl. Soft Comput. 8 (4) (2008)
Mariette Awad, Xianhua Jiang, Yuichi Motai
Incremental Support Vector Machine Framework for Visual Sensor Networks. EURASIP J. Adv. Signal Process. 2007 (2007)
Nikolaos G. Bourbakis, Mariette Awad
A 3-D visualization method for image-guided brain surgery. IEEE Trans. Syst. Man Cybern. Part B 33 (5) (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mariette Awad