Mariette Awad
Orcid: 0000-0002-4815-6894
According to our database1,
Mariette Awad
authored at least 93 papers
between 2003 and 2024.
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Bibliography
2024
CoRR, 2024
2023
ACM Comput. Surv., 2023
An Asymmetric Loss with Anomaly Detection LSTM Framework for Power Consumption Prediction.
CoRR, 2023
CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions.
CoRR, 2023
Reinforcement Learning in the Sky: A Survey on Enabling Intelligence in NTN-Based Communications.
IEEE Access, 2023
Proceedings of the Artificial Intelligence Applications and Innovations, 2023
2022
CoRR, 2022
BLDNet: A Semi-supervised Change Detection Building Damage Framework using Graph Convolutional Networks and Urban Domain Knowledge.
CoRR, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations.
Proceedings of the Artificial Intelligence Applications and Innovations, 2022
MTMA-DDPG: A Deep Deterministic Policy Gradient Reinforcement Learning for Multi-task Multi-agent Environments.
Proceedings of the Artificial Intelligence Applications and Innovations, 2022
Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
2021
An Optimized Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks.
J. Artif. Intell. Soft Comput. Res., 2021
A Progressive and Cross-Domain Deep Transfer Learning Framework for Wrist Fracture Detection.
J. Artif. Intell. Soft Comput. Res., 2021
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., 2021
2020
A Deep Transfer Learning Framework for Seismic Data Analysis: A Case Study on Bright Spot Detection.
IEEE Trans. Geosci. Remote. Sens., 2020
Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020
Generative Adversarial Stacked Autoencoders for Facial Pose Normalization and Emotion Recognition.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Change Your Singer: A Transfer Learning Generative Adversarial Framework for Song to Song Conversion.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Towards a Quantum based GA Search for an Optimal Artificial Neural Networks Architecture and Feature Selection to Model NOx Emissions: A Case Study.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
A subjectivity classification framework for sports articles using improved cortical algorithms.
Neural Comput. Appl., 2019
Neural Comput. Appl., 2019
On extreme learning machines in sequential and time series prediction: A non-iterative and approximate training algorithm for recurrent neural networks.
Neurocomputing, 2019
An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks.
CoRR, 2019
On Biologically Inspired Stochastic Reinforcement Deep Learning: A Case Study on Visual Surveillance.
IEEE Access, 2019
Toward a continuous authentication system using a biologically inspired machine learning approach: a case study.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
A computationally efficient multi-modal classification approach of disaster-related Twitter images.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
A quantum genetic algorithm for pickup and delivery problems with coalition formation.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019
Towards A Deep Learning Question-Answering Specialized Chatbot for Objective Structured Clinical Examinations.
Proceedings of the International Joint Conference on Neural Networks, 2019
2018
Toward Real-Time Seismic Feature Analysis for Bright Spot Detection: A Distributed Approach.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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
Anytime multipurpose emotion recognition from EEG data using a Liquid State Machine based framework.
Artif. Intell. Medicine, 2018
MOSAIC: Simultaneous Localization and Environment Mapping Using mmWave Without A-Priori Knowledge.
IEEE Access, 2018
Proceedings of the 15th International Conference on Information Systems for Crisis Response and Management, 2018
Dynamic Area Search with Shared Memory: A Meta-Framework to Improve Pathfinding Algorithms.
Proceedings of the 2018 International Conference on Innovations in Information Technology (IIT), 2018
Proceedings of the 2018 International Conference on Innovations in Information Technology (IIT), 2018
Geometric Approach in Simultaneous Context Inference, Localization and Mapping using mm-Wave.
Proceedings of the 25th International Conference on Telecommunications, 2018
Proceedings of the Discovery Science - 21st International Conference, 2018
Sky Writer: Towards an Intelligent Smart-phone Gesture Tracing and Recognition Framework.
Proceedings of the Discovery Science - 21st International Conference, 2018
Proceedings of the 17th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2018
2017
IEEE Trans. Cloud Comput., 2017
Eng. Appl. Artif. Intell., 2017
Recent Advances in Indoor Localization: A Survey on Theoretical Approaches and Applications.
IEEE Commun. Surv. Tutorials, 2017
Irregular breathing detection in CPAP assisted patients using hierarchical temporal memory.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
A biologically inspired deep neural network of basal ganglia switching in working memory tasks.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the IEEE International Conference on Communications, 2017
2016
J. Netw. Comput. Appl., 2016
An Epsilon Bargaining Game-Theoretic Formulation Between Carrier and Container Terminal Operators for Servicing Vessels During Unloading Operations.
J. Intell. Transp. Syst., 2016
Order reduction and efficient implementation of nonlinear nonlocal cochlear response models.
Biol. Cybern., 2016
Semantic and Visual Cues for Humanitarian Computing of Natural Disaster Damage Images.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016
2015
On the Distributed Implementation of Unsupervised Extreme Learning Machines for Big Data.
Proceedings of the INNS Conference on Big Data 2015, 2015
A MapReduce Cortical Algorithms Implementation for Unsupervised Learning of Big Data.
Proceedings of the INNS Conference on Big Data 2015, 2015
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015
2014
ACM Trans. Archit. Code Optim., 2014
EURASIP J. Wirel. Commun. Netw., 2014
Proceedings of the Intelligent Systems'2014, 2014
Proceedings of the Intelligent Systems'2014, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
2013
Intell. Autom. Soft Comput., 2013
Proceedings of the International Conference on Making Sense of Converging Media, 2013
An intelligent carpooling app for a green social solution to traffic and parking congestions.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 20st International Conference on Telecommunications, 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
2012
An asymmetrical and quadratic Support Vector Regression loss function for Beirut short term load forecast.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Ordinal optimization for optimal Capacitor Placement and network reconfiguration in radial distribution networks.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the 6th IEEE International Conference on Intelligent Systems, 2012
Proceedings of the 6th IEEE International Conference on Intelligent Systems, 2012
Proceedings of the 19th International Conference on Telecommunications, 2012
Proceedings of the International Conference on Energy Aware Computing, 2012
2011
SIRA: A socially inspired game theoretic uplink/downlink resource aware allocation in OFDMA systems.
Proceedings of the IEEE International Conference on Systems, 2011
Proceedings of the International Conference on Energy Aware Computing, 2011
Exploring energy aware microarchitectural design space via computationally efficient genetic programming.
Proceedings of the International Conference on Energy Aware Computing, 2011
Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011
Proceedings of the AFRICON 2011, 2011
2010
A Clinical Decision Support Framework for Incremental Polyps Classification in Virtual Colonoscopy.
Algorithms, 2010
A Pseudo Bargaining Formulation For Servicing Vessels During Transshipment Operations.
Proceedings of the 2010 International Conference on Information & Knowledge Engineering, 2010
Multistage SVM as a Clinical Decision Making Tool for Predicting Post Operative Patient Status.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010
2009
Proceedings of the 19th International Conference on Field Programmable Logic and Applications, 2009
2008
Appl. Soft Comput., 2008
2007
EURASIP J. Adv. Signal Process., 2007
2003
IEEE Trans. Syst. Man Cybern. Part B, 2003