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Mariette Awad
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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
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
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
Reinforcement Learning in the Sky: A Survey on Enabling Intelligence in NTN-Based Communications. IEEE Access 11: 19941-19968 (2023) - [j28]Julia El Zini
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
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
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations. AIAI (2) 2022: 338-349 - [c50]Ali Ismail
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
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
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
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
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
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
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
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
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
MOSAIC: Simultaneous Localization and Environment Mapping Using mmWave Without A-Priori Knowledge. IEEE Access 6: 68932-68947 (2018) - [j17]Obada Al Zoubi
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
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
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
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
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
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
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
A Study of the Performance of a Cloud Datacenter Server. IEEE Trans. Cloud Comput. 5(4): 590-603 (2017) - [c33]Ali Yassin, Youssef Nasser
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
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
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
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
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
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
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
Energy-Aware Discrete Probabilistic Localization of Wireless Sensor Networks. Intell. Autom. Soft Comput. 19(3): 407-423 (2013) - [c22]Mohamad Jomaa, Khaleel W. Mershad
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
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
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
Thermal status and workload prediction using support vector regression. ICEAC 2012: 1-5 - [c13]Ali Ali, Mohamad Jomaa, Bashar Romanous, Mageda Sharafeddine
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
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
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
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
A Distributed Reconfigurable Active SSD Platform for Data Intensive Applications. HPCC 2011: 25-34 - [c6]Abdallah El-Halaby, Mariette Awad
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
Dynamic energy allocation for coordinated optimization in enterprise workloads. ICEAC 2011: 1-6 - [c4]Ahmad M. El-Hajj
SIRA: A socially inspired game theoretic uplink/downlink resource aware allocation in OFDMA systems. SMC 2011: 884-890 - 2010
- [j4]Mariette Awad
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
Dynamic classification for video stream using support vector machine. Appl. Soft Comput. 8(4): 1314-1325 (2008) - 2007
- [j2]Mariette Awad
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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last updated on 2024-10-04 20:02 CEST by the dblp team
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