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2020 – today
- 2025
[j30]Zahraa Sweidan, Sanaa Sharafeddine
, Mariette Awad:
RL-based mobile edge computing scheme for high reliability low latency services in UAV-aided IIoT networks. Ad Hoc Networks 166: 103646 (2025)- 2024
- [c57]Hadi Al-Mubasher, Mariette Awad:
An EANN-Based Recommender System for Drug Recommendation. EANN 2024: 41-55 - [c56]Melissa El Beaini, Mariette Awad:
Towards an Unbiased Classification of Chest X-ray Images Using a RL Powered ACGAN Framework. AIAI (1) 2024: 241-254 - [c55]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: 349-362 - [i14]Julia El Zini, Bassel Musharrafieh, Mariette Awad:
On The Potential of The Fractal Geometry and The CNNs Ability to Encode it. CoRR abs/2401.04141 (2024) - 2023
- [j29]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: 19941-19968 (2023) - [j28]Julia El Zini, Mariette Awad:
On the Explainability of Natural Language Processing Deep Models. ACM Comput. Surv. 55(5): 103:1-103:31 (2023) - [c54]Yasmine Abu Adla, Mazen A. R. Saghir, Mariette Awad:
Real-Time Arabic Digit Spotting with TinyML-Optimized CNNs on Edge Devices. AIAI (1) 2023: 527-538 - [i13]Julia El Zini, Mohamad Mansour, Mariette Awad:
CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions. CoRR abs/2301.07941 (2023) - [i12]Zahraa Al Sahili, Mariette Awad:
Spatio-Temporal Graph Neural Networks: A Survey. CoRR abs/2301.10569 (2023) - [i11]Jihan Ghanim, Maha Issa, Mariette Awad:
An Asymmetric Loss with Anomaly Detection LSTM Framework for Power Consumption Prediction. CoRR abs/2302.10889 (2023) - 2022
- [c53]Julia El Zini, Mariette Awad:
Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations. EMNLP (Findings) 2022: 1391-1402 - [c52]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: 270-281 - [c51]Julia El Zini, Mohamad Mansour, Basel Mousi, Mariette Awad:
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations. AIAI (2) 2022: 338-349 - [c50]Ali Ismail, Mariette Awad:
Towards Cross-Disaster Building Damage Detection with Graph Convolutional Networks. IGARSS 2022: 223-226 - [i10]Ali Ismail, Mariette Awad:
BLDNet: A Semi-supervised Change Detection Building Damage Framework using Graph Convolutional Networks and Urban Domain Knowledge. CoRR abs/2201.10389 (2022) - [i9]Ali Ismail, Mariette Awad:
Towards Cross-Disaster Building Damage Assessment with Graph Convolutional Networks. CoRR abs/2201.10395 (2022) - [i8]Zahraa Al Sahili, Mariette Awad:
The Power of Transfer Learning in Agricultural Applications: AgriNet. CoRR abs/2207.03881 (2022) - [i7]Julia El Zini, Mohamad Mansour, Basel Mousi, Mariette Awad:
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations. CoRR abs/2210.06916 (2022) - [i6]Julia El Zini, Mariette Awad:
On the Explainability of Natural Language Processing Deep Models. CoRR abs/2210.06929 (2022) - [i5]Julia El Zini, Mariette Awad:
Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations. CoRR abs/2210.08902 (2022) - 2021
- [j27]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): 4336-4342 (2021) - [j26]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): 33-50 (2021) - [j25]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): 101-120 (2021) - [i4]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 abs/2103.03104 (2021) - 2020
- [j24]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): 3202-3212 (2020) - [c49]Morgane Ayle, Jimmy Tekli, Julia El Zini, Boulos El Asmar, Mariette Awad:
BAR - A Reinforcement Learning Agent for Bounding-Box Automated Refinement. AAAI 2020: 2561-2568 - [c48]Mazen 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: 1-8 - [c47]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: 1-7 - [c46]Ariel Ruiz-Garcia, Vasile Palade, Mark Elshaw, Mariette Awad:
Generative Adversarial Stacked Autoencoders for Facial Pose Normalization and Emotion Recognition. IJCNN 2020: 1-8 - [c45]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: 112-132 - [i3]Ariel Ruiz-Garcia, Vasile Palade, Mark Elshaw, Mariette Awad:
Generative Adversarial Stacked Autoencoders for Facial Pose Normalization and Emotion Recognition. CoRR abs/2007.09790 (2020)
2010 – 2019
- 2019
- [j23]Nadine Hajj, Mariette Awad:
On Biologically Inspired Stochastic Reinforcement Deep Learning: A Case Study on Visual Surveillance. IEEE Access 7: 108431-108437 (2019) - [j22]Yara Rizk, Mariette Awad, Edward W. Tunstel:
Cooperative Heterogeneous Multi-Robot Systems: A Survey. ACM Comput. Surv. 52(2): 29:1-29:31 (2019) - [j21]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: 1-19 (2019) - [j20]Nadine Hajj, Mariette Awad:
A piecewise weight update rule for a supervised training of cortical algorithms. Neural Comput. Appl. 31(6): 1915-1930 (2019) - [j19]Nadine Hajj, Yara Rizk, Mariette Awad:
A subjectivity classification framework for sports articles using improved cortical algorithms. Neural Comput. Appl. 31(11): 8069-8085 (2019) - [c44]Julia El Zini, Yara Rizk, Mariette Awad, Jumana Antoun:
Towards A Deep Learning Question-Answering Specialized Chatbot for Objective Structured Clinical Examinations. IJCNN 2019: 1-9 - [c43]Yara Rizk, Mariette Awad:
A quantum genetic algorithm for pickup and delivery problems with coalition formation. KES 2019: 261-270 - [c42]Obada Al Zoubi, Mariette Awad:
Toward a continuous authentication system using a biologically inspired machine learning approach: a case study. SAC 2019: 1362-1364 - [c41]Yara Rizk, Hadi Samer Jomaa, Mariette Awad, Carlos Castillo:
A computationally efficient multi-modal classification approach of disaster-related Twitter images. SAC 2019: 2050-2059 - [i2]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 abs/1911.02933 (2019) - [i1]Julia El Zini, Yara Rizk, Mariette Awad:
An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks. CoRR abs/1911.13252 (2019) - 2018
- [j18]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: 68932-68947 (2018) - [j17]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: 1-8 (2018) - [j16]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): 261-278 (2018) - [j15]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): 322-331 (2018) - [j14]Yara Rizk, Mariette Awad, Edward W. Tunstel:
Decision Making in Multiagent Systems: A Survey. IEEE Trans. Cogn. Dev. Syst. 10(3): 514-529 (2018) - [c40]Obada Al Zoubi, Ahmad Mayeli, Mariette Awad, Hazem H. Refai:
Hierarchical Fusion Evolving Spiking Neural Network for Adaptive Learning. ICCI*CC 2018: 86-91 - [c39]Hmayag Partamian, Yara Rizk, Mariette Awad:
Barricaded Boundary Minority Oversampling LS-SVM for a Biased Binary Classification. DS 2018: 18-32 - [c38]Nicholas Mitri, Mariette Awad:
Sky Writer: Towards an Intelligent Smart-phone Gesture Tracing and Recognition Framework. DS 2018: 447-465 - [c37]Ali Yassin, Youssef Nasser, Mariette Awad:
Geometric Approach in Simultaneous Context Inference, Localization and Mapping using mm-Wave. ICT 2018: 159-164 - [c36]Obada Al Zoubi, Mariette Awad:
Dynamic Area Search with Shared Memory: A Meta-Framework to Improve Pathfinding Algorithms. IIT 2018: 81-87 - [c35]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: 88-92 - [c34]Hussein Mouzannar, Yara Rizk, Mariette Awad:
Damage Identification in Social Media Posts using Multimodal Deep Learning. ISCRAM 2018 - [d2]Hussein Mouzannar, Yara Rizk, Mariette Awad:
Multimodal Damage Identification for Humanitarian Computing. UCI Machine Learning Repository, 2018
- [d1]Yara Rizk, Mariette Awad:
Sports articles for objectivity analysis. UCI Machine Learning Repository, 2018 - 2017
- [j13]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): 1327-1346 (2017) - [j12]Ammar Nayal, Hadi S. Jomaa, Mariette Awad:
KerMinSVM for imbalanced datasets with a case study on arabic comics classification. Eng. Appl. Artif. Intell. 59: 159-169 (2017) - [j11]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): 590-603 (2017) - [c33]Ali Yassin, Youssef Nasser, Mariette Awad, Ahmed Yassin Al-Dubai:
Simultaneous context inference and mapping using mm-Wave for indoor scenarios. ICC 2017: 1-6 - [c32]Nadine Hajj, Mariette Awad:
A biologically inspired deep neural network of basal ganglia switching in working memory tasks. SSCI 2017: 1-8 - [c31]Nicholas Mitri, Wissam Marrouche, Mariette Awad, Robert Habib:
Irregular breathing detection in CPAP assisted patients using hierarchical temporal memory. SSCI 2017: 1-6 - 2016
- [j10]Maurice Filo, Fadi N. Karameh, Mariette Awad:
Order reduction and efficient implementation of nonlinear nonlocal cochlear response models. Biol. Cybern. 110(6): 435-454 (2016) - [j9]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): 270-281 (2016) - [j8]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: 399-415 (2016) - [c30]Hadi S. Jomaa, Mohamad Kamereddine, Ammar Nayal, Yara Rizk, Mariette Awad:
Affective Relationship between Color and Text in Arabic Comic Books. SITIS 2016: 215-222 - [c29]Hadi S. Jomaa, Yara Rizk, Mariette Awad:
Semantic and Visual Cues for Humanitarian Computing of Natural Disaster Damage Images. SITIS 2016: 404-411 - 2015
- [c28]Hadi S. Jomaa, Mariette Awad, Lina Ghaibeh:
Panel Tracking for the Extraction and the Classification of Speech Balloons. ICIAP (2) 2015: 394-405 - [c27]Yara Rizk, Mariette Awad:
On the Distributed Implementation of Unsupervised Extreme Learning Machines for Big Data. INNS Conference on Big Data 2015: 167-174 - [c26]Nadine Hajj, Yara Rizk, Mariette Awad:
A MapReduce Cortical Algorithms Implementation for Unsupervised Learning of Big Data. INNS Conference on Big Data 2015: 327-334 - 2014
- [j7]Ali Yassine, Youssef Nasser, Mariette Awad, Bernard Uguen:
Hybrid positioning data fusion in heterogeneous networks with critical hearability. EURASIP J. Wirel. Commun. Netw. 2014: 215 (2014) - [j6]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): 22:1-22:26 (2014) - [c25]Yara Rizk, Nicholas Mitri, Mariette Awad:
An ordinal kernel trick for a computationally efficient support vector machine. IJCNN 2014: 3930-3937 - [c24]Farah Saab, Mariette Awad:
Modeling Attacks on MANET Using an Incomplete Repeated Bayesian Game. IEEE Conf. on Intelligent Systems (2) 2014: 269-288 - [c23]Nadine Hajj, Mariette Awad:
A Game Theory Approach to Demand Side Management in Smart Grids. IEEE Conf. on Intelligent Systems (2) 2014: 807-819 - 2013
- [j5]Amena Amro, Imad H. Elhajj, Mariette Awad:
Energy-Aware Discrete Probabilistic Localization of Wireless Sensor Networks. Intell. Autom. Soft Comput. 19(3): 407-423 (2013) - [c22]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: 1-9 - [c21]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: 81-86 - [c20]Ali Yassine, Mariette Awad, Youssef Nasser:
On the hybrid localization in heterogeneous networks with lack of hearability. ICT 2013: 1-5 - [c19]Nizar Ajeeb, Ammar Nayal, Mariette Awad:
Minority SVM for linearly separable imbalanced datasets. IJCNN 2013: 1-5 - [c18]Nadine Hajj, Mariette Awad:
Weighted entropy cortical algorithms for isolated Arabic speech recognition. IJCNN 2013: 1-7 - [c17]Yara Rizk, Nicholas Mitri, Mariette Awad:
A local mixture based SVM for an efficient supervised binary classification. IJCNN 2013: 1-8 - [c16]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: 2401-2408 - [c15]Caren Zgheib, Munia Hatem, Johny Kamel, Mariette Awad:
A Musical Classification and Interpretation of Abstract Art. MindTrek 2013: 313 - 2012
- [c14]Melissa Stockman, Mariette Awad, Haitham Akkary, Rahul Khanna:
Thermal status and workload prediction using support vector regression. ICEAC 2012: 1-5 - [c13]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: 1-6 - [c12]Nadine Hajj, Mariette Awad:
Isolated handwriting recognition via multi-stage Support Vector Machines. IEEE Conf. of Intelligent Systems 2012: 152-157 - [c11]Nader El-Zarif, Mariette Awad:
An ordinal optimization like GA for improved OFDMA system carrier allocations. IEEE Conf. of Intelligent Systems 2012: 412-418 - [c10]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: 651-656 - [c9]Randa S. El Ramli, Mariette Awad, Rabih A. Jabr:
Ordinal optimization for optimal Capacitor Placement and network reconfiguration in radial distribution networks. SMC 2012: 1712-1717 - 2011
- [c8]Abdallah El-Halaby, Mariette Awad:
A game theoretic scenario for LTE load balancing. AFRICON 2011: 1-6 - [c7]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: 25-34 - [c6]Abdallah El-Halaby, Mariette Awad, Rahul Khanna:
Exploring energy aware microarchitectural design space via computationally efficient genetic programming. ICEAC 2011: 1-5 - [c5]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: 1-6 - [c4]Ahmad M. El-Hajj, Mariette Awad, Zaher Dawy:
SIRA: A socially inspired game theoretic uplink/downlink resource aware allocation in OFDMA systems. SMC 2011: 884-890 - 2010
- [j4]Mariette Awad, Yuichi Motai, Janne Näppi, Hiroyuki Yoshida:
A Clinical Decision Support Framework for Incremental Polyps Classification in Virtual Colonoscopy. Algorithms 3(1): 1-20 (2010) - [c3]Melissa Stockman, Mariette Awad:
Multistage SVM as a Clinical Decision Making Tool for Predicting Post Operative Patient Status. BIOCOMP 2010: 549-552 - [c2]Nabil Nehme, Mariette Awad:
A Pseudo Bargaining Formulation For Servicing Vessels During Transshipment Operations. IKE 2010: 231-237
2000 – 2009
- 2009
- [c1]Mariette Awad:
FPGA supercomputing platforms: A survey. FPL 2009: 564-568 - 2008
- [j3]Mariette Awad, Yuichi Motai:
Dynamic classification for video stream using support vector machine. Appl. Soft Comput. 8(4): 1314-1325 (2008) - 2007
- [j2]Mariette Awad, Xianhua Jiang, Yuichi Motai:
Incremental Support Vector Machine Framework for Visual Sensor Networks. EURASIP J. Adv. Signal Process. 2007 (2007) - 2003
- [j1]Nikolaos G. Bourbakis, Mariette Awad:
A 3-D visualization method for image-guided brain surgery. IEEE Trans. Syst. Man Cybern. Part B 33(5): 766-781 (2003)
Coauthor Index
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