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Chapter A conception toward design narratives for innovation
ISSN: 9789401496476 · Editor / fuente: Academia Press
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3PS-RAN: A Real-Time Framework for Securing the O-RAN RACH Against DDoS Attacks Toward NextG
ISSN: 21693536 · Editor / fuente: IEEE
172
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Adaptive Hierarchical Parameter Transmission for Federated Learning in MEC Environments With Dynamic Network Awareness
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Federated learning (FL) in mobile edge computing (MEC) operates over wireless links with time-varying bandwidth, latency, and packet loss, which makes conventional full-model synchronization inefficient and vulnerable to...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Material complementarioAn Ultra-Low Latency Hardwired User-Space Interrupt Handler for Hardware Accelerators
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Heterogeneous SoCs enhance system performance across various applications. However, managing and integrating components, interfacing hardware and software, and overseeing shared resources pose significant challenges for ...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Open AccessOptimal Protection of a Power Generating System With Warm Standby
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Standby techniques are widely employed in power systems to enhance safety and reliability, and are typically classified as hot, warm, or cold. Recent work has emphasized warm standby because it combines key advantages of...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Open AccessSAYOLO: Spatial–Frequency Aware YOLO Network for Infrared Dim and Small Target Detection
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Infrared dim and small target detection is crucial in fields, such as military reconnaissance and remote sensing. However, due to the extremely small target size, lack of texture, and low signal-to-noise ratio, the direc...
LCC LCC:Ocean engineering; LCC:Geophysics. Cosmic physicsIdioma eng
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Material complementarioSUM4SOFT: A Process Model to Build and Update Software Samples
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The validity of research findings critically depends on the selection of software samples. However, Mining Software Repositories studies often rely on outdated datasets and lack systematic, transparent procedures for rep...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Open AccessToward Well-Connected Retina Segmentation: A Fully Differentiable Endpoint Connectivity Loss (DECL)
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Despite achieving high volumetric overlap, pixel-based deep learning segmentation approaches do not ensure true vascular connectivity, leading to fragmentations structurally analogous to Branch Retinal Artery Occlusions....
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Open Access3PS-RAN: A Real-Time Framework for Securing the O-RAN RACH Against DDoS Attacks Toward NextG
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Even with the introduction of additional security features, the progression toward 6G and Open Radio Access Network (O-RAN) architectures expands security risks, increasing both the scale and complexity of mobile network...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Material complementarioDAMF-DETR:A Dual-Path Attention and Multi-Scale Frequency-Domain Awareness for Small Object Detection in Remote Sensing Images
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With the rapid advancement of remote sensing technology, target detection in remote sensing imagery plays a crucial role in military reconnaissance, urban planning, and other fields. However, there are problems such as l...
LCC LCC:Ocean engineering; LCC:Geophysics. Cosmic physicsIdioma eng
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Open AccessData-Centric Deep Learning for Monkeypox Detection: Hyperdatasets Toward Robust and Generalizable Medical AI
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In this work, a structured hierarchy of hyperdatasets for Monkeypox image classification is presented, aiming to evaluate the robustness and generalization ability of deep classification models for Mpox detection. A syst...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Open AccessSemantic-Aware Random Convolution and Source Matching for Domain Generalization in Medical Image Segmentation
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We tackle the challenging problem of single-source domain generalization (DG) for medical image segmentation, where we train a network on one domain (e.g., CT) and directly apply it to a different domain (e.g., MR) witho...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Open AccessTemporalFED: A Software Module for Detecting Cyberattacks in Industry 4.0 Time-Series Data Using Decentralized Federated Learning
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Industry 4.0 has brought numerous advantages, such as increasing productivity through automation. However, it also presents major cybersecurity issues, such as cyberattacks affecting industrial processes. Federated Learn...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Open AccessToward a Decentralized Solar Peer-to-Peer Energy Trading as a Service for a Local Community Microgrid in Chile
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Solar peer-to-peer (P2P) energy trading is a promising approach that allows prosumers and consumers to exchange energy directly, which reduces dependence on the centralized power grid. However, implementing such a P2P en...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Open AccessA Machine Learning Framework for DDoS Attack Detection in SDN-Enabled Mobile Wireless Networks
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Attacks on network components and devices pose a significant threat to service continuity, necessitating robust detection mechanisms. This paper presents a Distributed Denial of Service (DDoS) attack detection framework ...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Material complementarioAdvanced Adaptive Protection Scheme to Minimise Outages and Enhance Reliability in Renewable-Integrated Oil and Gas Power Networks
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Integration of Photovoltaic (PV) generation into oil and gas power networks has transformed fault behaviour by creating highly complex sensitivity challenges for conventional Overcurrent Relay (OCR) coordination and trip...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Material complementarioDBAF-Net: Dual Branch Alignment and Fusion Network for Remote Sensing Change Detection
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The field of remote sensing change detection (RSCD) has witnessed remarkable progress. Most existing RSCD methods currently follow the encoder-feature interaction-decoder architecture. However, these methods often treat ...
LCC LCC:Ocean engineering; LCC:Geophysics. Cosmic physicsIdioma eng
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Open AccessDynamic UAV Path Planning Based on Reinforcement Learning With Posterior Zone Priority Weighted-GMM
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Efficient UAV path planning in large and dynamic environments requires adaptive strategies that account for varying regional importance. Traditional coverage or Reinforcement Learning-based methods often suffer from redu...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Material complementarioA 3-D Point-Cloud-Based Automatic Reclaiming Strategy for Portal Scrapers in Complex Stockpile Geometries
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Efficient and intelligent operation of raw-material yards is essential for reducing energy consumption in iron and steel production. However, fully automated reclaiming of complex and irregular stockpiles remains challen...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Open AccessA Multimodal Data-Driven Framework for Failure Analysis and Performance Degradation of Photovoltaic Panels in Smart City Applications
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This study investigates the long-term aging effects and structural degradation mechanisms of photovoltaic (PV) modules integrated into smart city furniture, with a particular focus on panels of 10 W, 25 W, and 40 W nomin...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
Material complementario disponibleEl enlace apunta a material asociado, anexos, tablas, datos o página complementaria. No se marca como libro/texto completo.
Material complementarioA Multimodal Remote Sensing Image Registration Framework With Dual-Stream Multiscale Attention and Adaptive Deformation Refinement
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Multimodal remote sensing image registration is a fundamental step for multisource data fusion and geospatial analysis. However, nonlinear radiometric, textural, and geometric discrepancies across modalities challenge in...
LCC LCC:Ocean engineering; LCC:Geophysics. Cosmic physicsIdioma eng
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Open AccessA Usability Study of Interpretable Aesthetic Evaluation as Decision Support in Full-Site AI Website Generators for Novice Users
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Generative artificial intelligence systems increasingly enable novice users to create complex websites with minimal technical expertise; however, these users often struggle to evaluate the visual quality of AI-generated ...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Material complementarioAI-Driven Penetration Testing for ARM Systems: Experimental Evaluation and Deployment Framework Across Four Paradigms
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ARM-based systems are widely deployed in edge and IoT settings, where penetration-testing tools must operate under strict memory, power, and thermal constraints, yet prior work offers limited deployment-oriented guidance...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Open AccessEnhanced Sensorless Current Control in Boost Converters for EV Fast Charging: Equilibrium Optimization-Tuned Cascaded ANN-Fuzzy Logic Control
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Efficient current control in boost converters is critical for electric vehicle (EV) battery charging applications, where dynamic operating conditions challenge conventional control strategies. This paper presents a novel...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Material complementarioEvaluating the Performance of Direct Higher-Order Formulations in Combinatorial Optimization Under Simulated Annealing
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Ising machines, including quantum annealing machines, are promising next-generation computers for combinatorial optimization problems. However, due to hardware limitations, most Ising-type hardware can only solve objecti...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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Open AccessFeature Engineering in Unsupervised DNS Botnet Detectors Based on eXplainable AI
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Botnet communications often rely on Domain Generation Algorithms (DGAs) to establish channels among attack orchestrators and compromised hosts (bots). Our approach leverages on Artificial Intelligence (AI) to differentia...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng
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