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Mi-maml: classifying few-shot advanced malware using multi-improved model-agnostic meta-learning
Published 2024-11-01“…However, it is limited by the reliance on a large number of high-quality labeled datasets and the issue of overfitting. These limitations hinder the accurate classification of advanced malware with only a few samples available. …”
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1003
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1004
Artificial Intelligence in Dermatology: A Review of Methods, Clinical Applications, and Perspectives
Published 2025-07-01Get full text
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1005
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1006
Sara Detection on Social Media Using Deep Learning Algorithm Development
Published 2024-12-01Get full text
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1007
Integrated Diagnostics and Prognostics of Rotating Machinery
Published 1999-01-01“…Technical issues, recommendations, and future research directions are also addressed.…”
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1008
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1009
Fractal and chaotic map-enhanced grey wolf optimization for robust fire detection in deep convolutional neural networks
Published 2025-04-01“…Abstract This paper introduces a novel approach to enhancing the architecture of deep convolutional neural networks, addressing issues of self-design. The proposed strategy leverages the grey wolf optimizer and the multi-scale fractal chaotic map search scheme as fundamental components to enhance exploration and exploitation, thereby improving the classification task. …”
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1010
Predicting Bank Loan Risks Using Machine Learning Algorithms
Published 2020-05-01“…Nowadays, there are many risk-related issues associated with bank loans. With the advent of computerization systems, banks have become able to register borrowers' data according their criteria. …”
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1011
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A Closest Resemblance Classifier with Feature Interval Learning and Outranking Measures for Improved Performance
Published 2024-12-01“…Additionally, traditional methods often struggle with noisy or missing data. To address these issues, we propose novel classification methods based on feature partitioning and outranking measures. …”
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1013
Decision Making Support System for the Diagnostics of the Cardiovascular System Pathologies by the X-ray Images of the Chest
Published 2023-03-01“…One of the most impor tant issues in solving the problems of automating the classification of medical images is data preparation. …”
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1014
Bacterial Disease Detection of Cherry Plant Using Deep Features
Published 2024-04-01Get full text
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1015
Modern trends of development of economic Analysis Methods
Published 2019-04-01Get full text
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1016
An Indian UAV and leaf image dataset for integrated crop health assessment of soybean cropMendeley Data
Published 2025-06-01“…However, despite of its significance, several issues such as weeds, diseases, and pests hamper the overall productivity of soybean. …”
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1017
Detection of Suicidal Ideation on Twitter using Machine Learning & Ensemble Approaches
Published 2020-12-01“…Suicidal ideation is one of the most severe mental health issues faced by people all over the world. There are various risk factors involved that can lead to suicide. …”
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1018
Early Detection of Alzheimer’s Disease: An Extensive Review of Advancements in Machine Learning Mechanisms Using an Ensemble and Deep Learning Technique
Published 2023-12-01“…Moreover, the Synthetic Minority Oversampling Technique (SMOTE) is employed to address class imbalance issues. The proposed system employs an Ensemble Classification algorithm, which integrates the outcomes of multiple predictive models to enhance diagnostic accuracy. …”
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1019
Novel insights toward diagnosis and treatment of glioneuronal and neuronal tumors in young adults
Published 2024-12-01Get full text
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1020
A Focal Attention-Based Large Convolutional Kernel Network for Anomaly Detection of Coated Fuel Particles
Published 2025-05-01Get full text
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