39 publication(s) trouvée(s)
Article scientifique
A scalable and cost-effective forest fire detection approach using deep transfer learning on a Raspberry Pi cluster
Due to the increasing frequency of forest fires and their rapid spread, early detection is critical for effective containment and …
Article scientifique
A real-time adaptive traffic light control algorithm at urban intersections for smart cities
This paper investigates the challenges of intelligent traffic light control at urban intersections in the context of the Internet of …
Article scientifique
Efficient multi-robot exploration of unknown environments using inverted ant colony optimization and reinforcement learning
Collaborative environmental exploration by a fleet of mobile robots is of growing interest, especially in the context of unknown environments. …
Article scientifique
Addressing non-stationarity with stochastic trend in the context of limited time series data: An experimental survey in healthcare analytics
Stationarity is a fundamental assumption in time series modeling that underlies reliable statistical inference and forecasting. Time series data can …
Article scientifique
Enhanced ELECTRE III method with interval-valued hesitant fuzzy linguistic sets for multi-criteria group decision-making in smart supply networks
This study presents a robust decision-making framework for evaluating strategic artificial intelligence (AI) initiatives within DHL's smart supply network. The …
Article scientifique
Interpretable VAE-based predictive modeling for enhanced complex industrial systems dependability in developing countries
Rapid industrial growth in developing countries requires robust maintenance, and predictive maintenance (PdM) is a key solution to minimize downtime …
Article scientifique
Evaluating the impact of residual learning and feature fusion on soil moisture prediction accuracy
The architectural design of deep learning models significantly influences their predictive capabilities in environmental monitoring tasks. This paper investigates the …
Article scientifique
An ensemble model for maternal health risk classification in Delta State, Nigeria
Maternal mortality remains a critical challenge in Sub-Saharan Africa, with Nigeria ranking among the countries with the highest rates. The …
Article scientifique
Taming complexity: Generative doppelgangers for stochastic data trends in complex industrial manufacturing systems
The defining characteristics of complex industrial systems are interconnected processes that generate immense amounts of stochastic data, often hindering operational …
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Fuzzy logic in arrhythmia detection: A systematic review of techniques, applications, and clinical interpretability
Accurate and interpretable arrhythmia detection is essential for timely diagnosis and intervention, particularly in Medical Decision Support Systems (MDSS). Fuzzy …
Article scientifique
Machine learning in big data: A performance benchmarking study of Flink-ML and Spark MLlib
Machine learning (ML) in big data frameworks plays a critical role in real-time analytics, decision making, and predictive modeling. Among …
Article scientifique
The evolution and impact of artificial intelligence in market analysis: A quantitative bibliometric exploration of the past thirty-five (35) years
Artificial Intelligence (AI) is now involved in almost every field of activity, with its expansion driven by the significant benefits …
Article scientifique
A multi-modal transformer-based model for generative visual dialog system
Recent advancements in generative artificial intelligence have boosted significant interest in conversational agents. The visual dialog task, a synthesis of …
Article scientifique
Harnessing multi-source data for AI-driven oncology insights: Productivity, trend, and sentiment analysis
This study aims to provide an overall view of the current status of AI publications in the entire field of …
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Numerical modelling and comparison of SIF in pipelines exposed to internal pressure with longitudinal crack using XFEM method
This study investigates the feasibility of using the extended finite element method (XFEM) in the ABAQUS commercial software, employing the …
Article scientifique
Machine learning evidence towards eradication of malaria burden: A scoping review
Recent advancements have shown that shallow and deep learning models achieve impressive performance accuracies of over 97% and 98%, respectively, …
Article scientifique
PUPIL DIAMETER AND MACHINE LEARNING FOR DEPRESSION DETECTION: A COMPARATIVE STUDY WITH DEEP LEARNING MODELS
According to the World Health Organization, the Global Mental Health Report estimated that between 251 and 310 million individuals worldwide …
Article scientifique
THE POTENTIAL OF ARTIFICIAL INTELLIGENCE IN HUMAN RESOURCE MANAGEMENT
The growth of Artificial Intelligence (AI) technologies is revolutionizing Human Resource (HR) practices, offering new opportunities for organizations to optimize …
Article scientifique
ENHANCING MEDICAL DATA SECURITY IN E-HEALTH SYSTEMS USING BIOMETRIC-BASED WATERMARKING
In the field of Electronic Health (e-Health), Electronic Health Records (EHR) are transmitted between health professionals using e-Health systems for …
Article scientifique
OPTIMIZING PEDESTRIAN TRACKING FOR ROBUST PERCEPTION WITH YOLOv8 AND DEEPSORT
Multi-object tracking is a crucial aspect of perception in the area of computer vision, widely used in autonomous driving, behavior …
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