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Leveraging Topic Features in Prediction of Social Network Community Evolutions
Published 2025-01-01“…Most studies in this field have focused on complex network structural features, overlooking the influence of topics and their features on network complexity and time consumption. …”
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Insights into Galaxy Evolution from Interpretable Sparse Feature Networks
Published 2025-01-01“…Learning the relationship between pixel-level features and galaxy properties is essential for building a physical understanding of galaxy evolution, but we are still unable to explicate the details of how deep neural networks represent image features. …”
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Community evolution prediction based on feature change patterns in social networks
Published 2025-04-01Subjects: “…Community evolution prediction…”
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Performance Evaluation of Artificial Neural Network Methods Based on Block Machine Learning Classification
Published 2023-12-01“…Thirty cat photos from the Oxford-IIIT Pet dataset were used for evaluation. Five different Artificial Neural Network (ANN) models, including LM, BGFGS, RP, SCG, and GDX, were trained and assessed for both pixel-based and block-based methods. …”
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Sequence and taxonomic feature evaluation facilitated the discovery of alcohol oxidases
Published 2025-09-01Get full text
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Evaluating Packaging Design Relative Feature Importance Using an Artificial Neural Network (ANN)
Published 2025-03-01“…The findings of this study demonstrate the effectiveness of artificial neural network (ANN)-based approaches in evaluating the relative importance of packaging design features. …”
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An Empirical Evaluation of Supervised Learning Methods for Network Malware Identification Based on Feature Selection
Published 2022-01-01“…In the literature, it is reported that this good performance can depend on a reduced set of network features. This study presents an empirical evaluation of two statistical methods of reduction and selection of features in an Android network traffic dataset using six supervised algorithms: Naïve Bayes, support vector machine, multilayer perceptron neural network, decision tree, random forest, and K-nearest neighbors. …”
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EVOLUTION OF WIRELESS (CELLULAR) COMMUNICATION NETWORKS
Published 2025-06-01“…Using average data on the parameters of 1G to 5G communication networks and 6G in development, we have built regression models representative of the evolution of information transfer rates and data transmission durations until the year 2050. …”
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Multi-Scale Feature Similarity and Object Detection for Small Printing Defects Detection
Published 2024-01-01Subjects: Get full text
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Evaluating feature extraction in ovarian cancer cell line co-cultures using deep neural networks
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A multimodal deep learning model with differential evolution-based optimized features for classification of power quality disturbances
Published 2025-04-01Subjects: “…Multimodal feature fusion…”
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Evaluating Features and Variations in Deepfake Videos Using the CoAtNet Model
Published 2025-06-01Get full text
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Wide‐Field Bond Quality Evaluation Using Frequency Domain Thermoreflectance with Deep Neural Network Feature Reconstruction
Published 2025-07-01“…Wide‐field analysis of bonded versus gap regions is enabled by deep neural network feature reconstruction, that after training, rapidly provides an interpretable representation of bond quality. …”
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A Multicriteria Decision-Making Approach for Urban Water Features: Ecological Landscape Architecture Evaluation
Published 2024-10-01“…To this end, a multicriteria decision-making method, an analytic network process, was proposed to quantitatively evaluate the ecological characteristics of water features. …”
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