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5181
Explainable AI for DeepFake Detection
Published 2025-01-01“…This study introduces a deepfake detection technique that enhances interpretability using the network dissection algorithm. This research consists of two stages: (1) detection of forged images using advanced convolutional neural networks such as ResNet-50, Inception V3, and VGG-16, and (2) applying the network dissection algorithm to understand the models’ internal decision-making processes. …”
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5182
Research on Image Recognition of Building Wall Design Defects Based on Partial Differential Equation
Published 2021-01-01“…Experimental results show that compared with other algorithms, the proposed algorithm has better effect and better stability.…”
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5183
Two-Dimensional Direction-of-Arrivals Estimation Based on One-Dimensional Search Using Rank Deficiency Principle
Published 2015-01-01“…A novel efficient method for two-dimensional (2D) direction-of-arrivals (DOAs) estimation is proposed to reduce the computational complexity of conventional 2D multiple signal classification (2D-MUSIC) algorithm with uniform rectangular arrays (URAs). By introducing two electrical DOAs, the formula of 2D-MUSIC is transformed into a new one-dimensional (1D) quadratic optimal problem. …”
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5184
Spatial Multiple Description Coding for Scalable Video Streams
Published 2014-01-01“…The proposed algorithm addresses the quality degradation due to low-pass filtering effect of interpolation methods. …”
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5185
Two-Round Diagnosability Measures for Multiprocessor Systems
Published 2020-01-01“…For Qn, we prove that the proposed algorithm is the time complexity of On2n.…”
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5186
Optimization of Lateral Collision Risk of Aircraft Based on the Skid-Slip Event Model
Published 2022-01-01“…Based on the traditional event collision risk assessment model, the collision module is upgraded to an ellipsoid according to the performance of aircraft, integrating the boundary curvature optimization characteristics of the TSRRT (task-space rapidly-exploring random trees) algorithm. An aircraft event lateral conflict resolution model based on the TSRRT algorithm is proposed. …”
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5187
Structural Damage Identification Based on the Transmissibility Function and Support Vector Machine
Published 2018-01-01“…Finally, the classification algorithm and regression algorithm of support vector machine are employed to identify the damage location and damage severity respectively. …”
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5188
Evaluating Human Factors in TFM Sizing Accuracy: Statistical Findings from a Round-Robin Programme (Part 2)
Published 2025-01-01“…Their task was to scan the welds using an acquisition format compatible with a TFM algorithm and analyse the data using the TFM algorithm of their choice. …”
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5189
Maximizing Information Dissemination in Social Network via a Fast Local Search
Published 2025-01-01“…When the algorithm stalls in local optima, a random walk operator reorients the search towards unexplored regions. …”
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5190
Active Power Filter DC Bus Voltage Piecewise Reaching Law Variable Structure Control
Published 2014-01-01“…The mathematical model of DC bus voltage is established according to power balance principle and a DC bus voltage piecewise reaching law variable structure control algorithm is proposed to solve the above problem, and the design method is given. …”
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5191
Fuzzy Theory-Based Data Placement for Scientific Workflows in Hybrid Cloud Environments
Published 2020-01-01“…To address this problem, we propose an adaptive discrete particle swarm optimization algorithm based on the fuzzy theory and genetic algorithm operators (DPSO-FGA) to minimize the fuzzy data transmission time of scientific workflows. …”
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5192
Online Incremental Learning for High Bandwidth Network Traffic Classification
Published 2016-01-01“…This paper proposes an algorithm for online network traffic classification based on the concept of incremental k-means clustering to continuously learn from both labeled and unlabeled flow instances. …”
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5193
Multichannel Saliency Detection Based on Visual Bionics
Published 2020-01-01“…Firstly, the improved SLIC algorithm was used to segment and cluster the RGBD image. …”
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5194
Gas Chromatography-Ion Mobility Spectrometry Detection of Odor Fingerprint as Markers of Rapeseed Oil Refined Grade
Published 2019-01-01“…The k-nearest neighbor algorithm was applied to build a discriminant model. …”
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5195
Human Behavior-Based Particle Swarm Optimization
Published 2014-01-01“…Particle swarm optimization (PSO) has attracted many researchers interested in dealing with various optimization problems, owing to its easy implementation, few tuned parameters, and acceptable performance. However, the algorithm is easy to trap in the local optima because of rapid losing of the population diversity. …”
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5196
Intelligent Computer Technology-Driven Mural Pattern Recognition Method
Published 2022-01-01“…The experimental results show that the improved algorithm can reduce the recognition error; enhance the edge, texture, and structure information of the reconstructed mural image; and enrich the detail information of the reconstructed mural image.…”
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5197
Parameter Sensitivity and Inversion Analysis for a Concrete Face Rockfill Dam Based on CS-BPNN
Published 2019-01-01“…Then, a new approach of parameter back analysis is proposed by combining back-propagation neutral network (BPNN) and Cuckoo Search (CS) algorithm. The numerical example shows that parameters K, Rf, and φ0 as well as G are more sensitive to the deformation of the rockfill body. …”
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5198
A Privacy-Preserving Outsourcing Data Storage Scheme with Fragile Digital Watermarking-Based Data Auditing
Published 2016-01-01“…Logistic map-based chaotic cryptography algorithm is used to preserve the privacy of outsourcing data, which has a fast operation speed and a good effect of encryption. …”
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5199
Theory and Realization of Secondary Task Assignment for Multi-UAV Pickup Based on Green Scheduling
Published 2021-01-01“…We analyzed the advantages and disadvantages of local optimal algorithm and global optimal algorithm in time and energy consumption. …”
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5200
Enterprise Network Marketing Prediction Using the Optimized GA-BP Neural Network
Published 2020-01-01“…Based on the analysis of the shortcomings of the traditional BP network, this paper uses a genetic algorithm with good global search capabilities to improve the neural network. …”
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