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KronNet a lightweight Kronecker enhanced feed forward neural network for efficient IoT intrusion detection
Published 2025-07-01“…Abstract The rapid expansion of Internet of Things (IoT) networks necessitates efficient intrusion detection systems (IDS) capable of operating within the stringent resource constraints of IoT devices. …”
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183
Nanotechnologies associated to floral resources in agri-food sector
Published 2018-01-01Get full text
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184
QPPLab: A generally applicable software package for detecting, analyzing, and visualizing large-scale quasiperiodic spatiotemporal patterns (QPPs) of brain activity
Published 2025-02-01“…To address these challenges, we present QPPLab, an open-source MATLAB-based toolbox for detecting, analyzing, and visualizing QPPs from fMRI time series. …”
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185
Neural network for step anomaly detection in head motion during fMRI using meta-learning adaptation
Published 2023-12-01“…Quality assessment and artifact detection in functional magnetic resonance imaging (fMRI) data is essential for clinical applications and brain research. …”
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186
Urban Traffic State Sensing and Analysis Based on ETC Data: A Survey
Published 2025-06-01“…The construction of multi-source data fusion frameworks enables effective complementarity between ETC data, floating car data, and video detection data, significantly improving traffic state estimation accuracy. …”
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187
YOLOv11-GSF: an optimized deep learning model for strawberry ripeness detection in agriculture
Published 2025-08-01“…To overcome these limitations, this paper introduces YOLOv11-GSF, a real-time strawberry ripeness detection algorithm based on YOLOv11, which incorporates several innovative features: a Ghost Convolution (GhostConv) convolution method for generating rich feature maps through lightweight linear transformations, thereby reducing computational overhead and enhancing resource utilization; a C3K2-SG module that combines self-moving point convolution (SMPConv) and convolutional gated linear units (CGLU) to better capture the local features of strawberry ripeness; and a F-PIoUv2 loss function inspired by Focaler IoU and PIoUv2, utilizing adaptive penalty factors and interval mapping to expedite model convergence and optimize ripeness classification. …”
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Remote Sensing Image Detection Method Combining Dynamic Convolution and Attention Mechanism
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190
Development of an embedded diagnostic tool for visual misalignment screening
Published 2025-09-01“…A novel treatment validation mechanism was implemented by analyzing pupil-to-stimulus distance frame-by-frame, confirming reliable eye tracking and the system’s potential for detecting microstrabismus. This open-source, portable prototype is suitable for community health screening and educational use, particularly in low-resource settings.…”
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191
SDES-YOLO: A high-precision and lightweight model for fall detection in complex environments
Published 2025-01-01“…These results indicate that SDES-YOLO successfully combines efficiency and precision in fall detection. Through these innovations, SDES-YOLO not only improves detection accuracy but also optimizes computational efficiency, making it effective even in resource-constrained environments.…”
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192
Nitrate Nitrogen Quantification via Ultraviolet Absorbance: A Case Study in Agricultural and Horticultural Regions in Central China
Published 2025-05-01“…Soil nitrate nitrogen (NO<sub>3</sub><sup>−</sup>-N) is a key indicator of agricultural non-point source pollution. The ultraviolet (UV) dual-wavelength method is widely used for NO<sub>3</sub><sup>−</sup>-N detection, but interference from complex soil organic matter affects its accuracy. …”
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Research on Interference Resource Optimization Based on Improved Whale Optimization Algorithm
Published 2025-01-01“…In this problem, this paper establishes an interference resource optimization model with radar detection probability, interference effectiveness, and interference bandwidth utilization as the objective functions. …”
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195
Evaluation of Intrusion Detection Systems in Cyber Security using Fuzzy OffLogic and MCDM Approach
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196
A review on WSN based resource constrained smart IoT systems
Published 2025-05-01“…DL), D2D communication, Computer Vision, and Network Function Virtualization (i.e. NFV). Additionally, it emphasizes assessing and offloading specific IoT application functions onto the network’s edge to enhance performance. …”
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197
Rice Disease Detection: TLI-YOLO Innovative Approach for Enhanced Detection and Mobile Compatibility
Published 2025-04-01“…This study aims to develop a rice disease detection model that is highly accurate, resource efficient, and suitable for mobile deployment to address the limitations of existing technologies. …”
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198
Remote Sensing Extraction of Damaged Buildings in the Shigatse Earthquake, 2025: A Hybrid YOLO-E and SAM2 Approach
Published 2025-07-01“…In this hybrid approach, YOLO-E functions as the preliminary segmentation module for initial segmentation. …”
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199
CdZnTe- and TlBr-detectors response simulation for registration of the mixed beta- and gamma-radiation
Published 2015-02-01Get full text
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A lightweight framework to secure IoT devices with limited resources in cloud environments
Published 2025-07-01“…This paper proposes a lightweight decision tree-based intrusion detection framework suitable for real-time anomaly detection in a resource-constrained IoT environment. …”
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