46 publication(s) trouvée(s)
Article scientifique
LISA: language independent sentiment analysis using graph neural networks
Abstract This paper presents LISA as a Language Independent Sentiment Analysis tool that exploits Graph Neural Networks, GNN, for sentiment …
Article scientifique
A memory constrained bayesian optimization via robust online memory estimation
Abstract Bayesian optimization (BO) is a memory-intensive algorithm that requires training and evaluating an expensive objective function. In contrast to …
Article scientifique
MSCADMpox: A novel multi-stage classification model for effective monkeypox classification
Abstract Monkeypox (Mpox) is a skin disease that appeared after the COVID-19 pandemic and spread to 127 countries. Early diagnosis …
Article scientifique
A framework for continual learning in real-time traffic forecasting utilizing spatial–temporal graph convolutional recurrent networks
Abstract Traffic flow prediction is essential for enhancing urban mobility and facilitating effective transportation systems. The rapid increase in traffic …
Article scientifique
Adaptive infant cry classification using multi-armed bandit modality selection in an attentive convolutional recurrent neural network model
Abstract Accurate and timely detection of infant needs through their suggestive cries is crucial for effective intervention and improved well-being. …
Article scientifique
Reinforcement learning-enhanced adaptive sliding mode control for nonlinear systems
Abstract This paper presents a novel Adaptive Relaxed Sliding Mode Control (ARSMC) framework for nonlinear systems, enhanced by an actor-critic …
Article scientifique
RL4CEP: reinforcement learning for updating CEP rules
Abstract This paper presents RL4CEP, a reinforcement learning (RL) approach to dynamically update complex event processing (CEP) rules. RL4CEP uses …
Article scientifique
Retraction Note: Intelligent power management based on multi-objective cost function for plug-in biogas hybrid vehicles under uncertain driving conditions
Article scientifique
Accuracy is not enough: a heterogeneous ensemble model versus FGSM attack
Abstract In this paper, based on facial landmark approaches, the possible vulnerability of ensemble algorithms to the FGSM attack has …
Article scientifique
Automated abnormalities detection in mammography using deep learning
Abstract Breast cancer is the second most prevalent cause of cancer death and the most common malignancy among women, posing …
Article scientifique
Leveraging pre-trained language models for code generation
Abstract Code assistance refers to the utilization of various tools, techniques, and models to help developers in the process of …
Article scientifique
Octonion-based transform moments for innovative stereo image classification with deep learning
Abstract Recent advances in imaging technologies have led to a significant increase in the adoption of stereoscopic images. However, despite …
Article scientifique
Fractional-order fuzzy sliding mode control of uncertain nonlinear MIMO systems using fractional-order reinforcement learning
Abstract This paper introduces a novel approach aimed at enhancing the control performance of a specific class of unknown multiple-input …
Article scientifique
Event-triggered model-free adaptive control for nonlinear systems using intuitionistic fuzzy neural network: simulation and experimental validation
Abstract This article presents model-free adaptive control based on an intuitionistic fuzzy neural network for nonlinear systems with event-triggered output. …
Article scientifique
A new dynamic DNA-coding model for gray-scale image encryption
Abstract To protect the images and provide a more secure cipher image, DNA encoding is crucial in image encryption. Applying …
Article scientifique
Security enhancement of the access control scheme in IoMT applications based on fuzzy logic processing and lightweight encryption
Abstract Security of Internet-of-Medical-Things (IoMT) networks has evolved as a vital issue in recent years. The IoMT networks are designed …
Article scientifique
Energy management for wearable medical devices based on gaining–sharing knowledge algorithm
Abstract Wearable devices are a growing field of research that can have a wide range of applications. The energy harvester …
Article scientifique
Fake news detection based on a hybrid BERT and LightGBM models
With the rapid growth of social networks and technology, knowing what news to believe and what not to believe become …
Article scientifique
Automatic multi-documents text summarization by a large-scale sparse multi-objective optimization algorithm
Abstract Due to the exponential overflow of textual information in various fields of knowledge and on the internet, it is …
Article scientifique
Efficient S-box construction based on quantum-inspired quantum walks with PSO algorithm and its application to image cryptosystem
Abstract Amidst the growth of the internet and communication technologies, the requirements for the security of data transmitted via these …
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