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Showing 1 - 20 results of 29 for search 'supervised classification using', query time: 0.06s Refine Results
  1. 1
    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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  2. 2
    Various Faults Classification of Industrial Application of Induction Motors Using Supervised Machine Learning: A Comprehensive Review

    Various Faults Classification of Industrial Application of Induction Motors Using Supervised Machine Learning: A Comprehensive Review by Rehaan Hussain (22302742)

    Published 2025
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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
    Addressing Binary Classification over Class Imbalanced Clinical Datasets Using Computationally Intelligent Techniques

    Addressing Binary Classification over Class Imbalanced Clinical Datasets Using Computationally Intelligent Techniques by Vinod Kumar (48743)

    Published 2022
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  6. 6
    An IoT System Using Deep Learning to Classify Camera Trap Images on the Edge

    An IoT System Using Deep Learning to Classify Camera Trap Images on the Edge by Zaulkernan, Imran

    Published 2022
    “…This paper proposes an IoT architecture that uses deep learning on edge devices to convey animal classification results to a mobile app using the LoRaWAN low-power, wide-area network. …”
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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
    Self-Supervised Learning Powered by Synthetic Data From Diffusion Models: Application to X-Ray Images

    Self-Supervised Learning Powered by Synthetic Data From Diffusion Models: Application to X-Ray Images by Abdullah Hosseini (22466602)

    Published 2025
    “…This study explores the efficacy of synthetic data generated using diffusion models for training deep learning models within a self-supervised learning framework. …”
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  9. 9
    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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  10. 10
    A Machine Learning Approach to Predicting Diabetes Complications

    A Machine Learning Approach to Predicting Diabetes Complications by Jian, Yazan Khaled

    Published 2021
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  11. 11
    The effects of data balancing approaches: A case study

    The effects of data balancing approaches: A case study by Paul Mooijman (4453189)

    Published 2023
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  12. 12
    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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  13. 13
    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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  14. 14
    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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  15. 15
    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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  16. 16
    Application of Data Mining to Predict and Diagnose Diabetic Retinopathy

    Application of Data Mining to Predict and Diagnose Diabetic Retinopathy by Haniyeh, Maryam

    Published 2024
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  17. 17
    The Use of Supply Chain Metrics in Lebanon

    The Use of Supply Chain Metrics in Lebanon by Huballah, Zeina

    Published 2020
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  18. 18
    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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  19. 19
    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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  20. 20
    Study of the Impact of Land Use and Land Cover (LULC) Changes on local climate in Six Mega Global Cities in the 21st Century

    Study of the Impact of Land Use and Land Cover (LULC) Changes on local climate in Six Mega Global Cities in the 21st Century by Sabobeh, Lara Ali

    Published 2024
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