Showing 1,001 - 1,020 results of 3,675 for search 'issues classification', query time: 0.14s Refine Results
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    Mi-maml: classifying few-shot advanced malware using multi-improved model-agnostic meta-learning by Yulong Ji, Kunjin Zou, Bin Zou

    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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    Integrated Diagnostics and Prognostics of Rotating Machinery by Kam W. Ng

    Published 1999-01-01
    “…Technical issues, recommendations, and future research directions are also addressed.…”
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    Fractal and chaotic map-enhanced grey wolf optimization for robust fire detection in deep convolutional neural networks by Yassine Bouteraa, Mohammad Khishe

    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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    Predicting Bank Loan Risks Using Machine Learning Algorithms by Maan Alsaleem, Safwan Hasoon

    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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    A Closest Resemblance Classifier with Feature Interval Learning and Outranking Measures for Improved Performance by Nabil Belacel

    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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    Decision Making Support System for the Diagnostics of the Cardiovascular System Pathologies by the X-ray Images of the Chest by A. G. Radzhabov

    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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    An Indian UAV and leaf image dataset for integrated crop health assessment of soybean cropMendeley Data by Sayali Shinde, Vahida Attar

    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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    Detection of Suicidal Ideation on Twitter using Machine Learning & Ensemble Approaches by Syed Tanzeel Rabani, Qamar Rayees Khan, Akib Mohi UD Din Khanday

    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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    Early Detection of Alzheimer’s Disease: An Extensive Review of Advancements in Machine Learning Mechanisms Using an Ensemble and Deep Learning Technique by Renjith Prabhavathi Neelakandan, Ramesh Kandasamy, Balasubramani Subbiyan, Mariya Anto Bennet

    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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