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Showing 1 - 17 results of 17 for search 'supervised classification based', query time: 0.06s Refine Results
  1. 1
    Transfer Learning-Based Semi-Supervised Generative Adversarial Network for Malaria Classification

    Transfer Learning-Based Semi-Supervised Generative Adversarial Network for Malaria Classification by Ibrar Amin (19438018)

    Published 2023
    “…Manual methods of malaria diagnosis are time-consuming that require a great deal of human expertise and efforts. Computer-based automated diagnosis of diseases is progressively becoming popular. …”
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  2. 2
    Supervised term-category feature weighting for improved text classification

    Supervised term-category feature weighting for improved text classification by Attieh, Joseph

    Published 2022
    “…It consists of a supervised weighting scheme defined based on a variant of the TF-ICF (Term Frequency-Inverse Category Frequency) model, embedded into three new lean classification approaches: (i) IterativeAdditive (flat), (ii) GradientDescentANN (1-layered), and (iii) FeedForwardANN (2-layered). …”
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  3. 3
    Exploring Semi-Supervised Learning Algorithms for Camera Trap Images

    Exploring Semi-Supervised Learning Algorithms for Camera Trap Images by Sajun, Ali Reza

    Published 2022
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  4. 4
    Scalable Nonparametric Supervised Learning for Streaming and Massive Data: Applications in Healthcare Monitoring and Credit Risk

    Scalable Nonparametric Supervised Learning for Streaming and Massive Data: Applications in Healthcare Monitoring and Credit Risk by Mohamed Chaouch (17983846)

    Published 2025
    “…<p dir="ltr">This paper introduces novel nonparametric supervised learning techniques for classifying massive datasets, addressing key limitations of existing methods in Big and Streaming Data framework. …”
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  5. 5
    On the protection of power system: Transmission line fault analysis based on an optimal machine learning approach

    On the protection of power system: Transmission line fault analysis based on an optimal machine learning approach by Md. Sihab Uddin (17542488)

    Published 2022
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  6. 6
    Integration of nonparametric fuzzy classification with an evolutionary-developmental framework to perform music sentiment-based analysis and composition

    Integration of nonparametric fuzzy classification with an evolutionary-developmental framework to perform music sentiment-based analysis and composition by Abboud, Ralph

    Published 2019
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  7. 7
    Meta-Heuristic Algorithm-Tuned Neural Network for Breast Cancer Diagnosis Using Ultrasound Images

    Meta-Heuristic Algorithm-Tuned Neural Network for Breast Cancer Diagnosis Using Ultrasound Images by Ahila A (18394806)

    Published 2022
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  8. 8
    Fast Text Classification using Lean Gradient Descent Feed Forward Neural Network for Category Feature Augmentation

    Fast Text Classification using Lean Gradient Descent Feed Forward Neural Network for Category Feature Augmentation by Attieh, Joseph

    Published 2024
    “…The model produces category-based feature vector representations that are used to augment the document representations and perform the classification task. …”
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  9. 9
    Global smart cities classification using a machine learning approach to evaluating livability, technology, and sustainability performance across key urban indices

    Global smart cities classification using a machine learning approach to evaluating livability, technology, and sustainability performance across key urban indices by Aya Hasan Alkhereibi (17151070)

    Published 2025
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  10. 10
    Heuristic approaches for optimizing the performance of rule-based classifiers

    Heuristic approaches for optimizing the performance of rule-based classifiers by Harmanani, Haidar

    Published 2017
    “…Rule-based classifiers are supervised learning techniques that are extensively used in various domains. …”
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  11. 11
    Domain Adaptation with Adversarial Training and Graph Embeddings

    Domain Adaptation with Adversarial Training and Graph Embeddings by Firoj Alam (14158866)

    Published 2018
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  12. 12
    Achieving Domestic Energy Efficiency Using Micro-Moments and Intelligent Recommendations

    Achieving Domestic Energy Efficiency Using Micro-Moments and Intelligent Recommendations by Abdullah Alsalemi (6951986)

    Published 2020
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  13. 13
    A Study of the Impact of the Climate and Land-use/Land-cover (LULC) Changes on the UAE Mangrove Forests over the Period 1990-2020

    A Study of the Impact of the Climate and Land-use/Land-cover (LULC) Changes on the UAE Mangrove Forests over the Period 1990-2020 by Raihan, Asif

    Published 2023
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  14. 14
    Hyperspectral mapping of crust and mantle rocks in the UAE Al-Hajar mountains: Locating raw materials for Martian regolith simulants

    Hyperspectral mapping of crust and mantle rocks in the UAE Al-Hajar mountains: Locating raw materials for Martian regolith simulants by Pavlopoulos, Kosmas

    Published 2021
    “…Feature extraction and hyperspectral classification such as the supervised Spectral Angle Mapper (SAM) and Spectral Feature Fitting (SFF) methods are carried out to map the different lithologies in the extended regions of interest. …”
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  15. 15
    Con-Detect: Detecting Adversarially Perturbed Natural Language Inputs to Deep Classifiers Through Holistic Analysis

    Con-Detect: Detecting Adversarially Perturbed Natural Language Inputs to Deep Classifiers Through Holistic Analysis by Hassan Ali (3348749)

    Published 2023
    “…Most mitigation techniques proposed to date are supervised—relying on adversarial retraining to improve the robustness—which is impractical. …”
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  16. 16
    Con-Detect: Detecting adversarially perturbed natural language inputs to deep classifiers through holistic analysis

    Con-Detect: Detecting adversarially perturbed natural language inputs to deep classifiers through holistic analysis by Hassan, Ali

    Published 2023
    “…Most mitigation techniques proposed to date are supervised—relying on adversarial retraining to improve the robustness—which is impractical. …”
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  17. 17
    Digital Luxury Fashion Shows: Leveraging Interactive Marketing Opportunities Through Social Media Sentiment Analysis

    Digital Luxury Fashion Shows: Leveraging Interactive Marketing Opportunities Through Social Media Sentiment Analysis by Farah, Maya F.

    Published 2024
    “…Sentiment analysis using supervised machine learning and lexicon-based were employed to test and identify the classification of 21,424 comments conveyed towards the different types of fashion shows. …”
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