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Mohammad Tarek Aziz

12 works

Chittagong University of Engineering and Technology

  1. Convolutional neural network-based real-time drowsy driver detection for accident prevention

    Nippon Datta, Tanjim Mahmud, Manoara Begum +9

    ArticleSleep and Work-Related FatigueTELKOMNIKA (Telecommunication Computing Electronics and Control)20252 citations
    ABI

  2. Integrating XAI and Machine Learning for an Effective Forest Fire Prediction System

    Nippon Datta, Muhammad Saqib, Mohammad Tarek Aziz +2

    ArticleFire effects on ecosystems20252 citations
    ABI

  3. Knee Osteoarthritis Detection on X-rays: A Hybrid Approach Leveraging Deep Learning

    Manoara Begum, Tanjim Mahmud, Meherun Nessa +6

    ArticleMedical Imaging and Analysis20241 citations
    ABI

  4. Optimal Power Management in an Electrical Distribution Network With Demand Response Programs and Local Operation of Battery Storage Systems

    Ali Daichi, Foroozan Sadri, Aidin Karimi Moghaddam +11

    ArticleSmart Grid Energy ManagementInternational Transactions on Electrical Energy Systems20251 citations
    ABI

  5. A Deep Learning Approach for Recognizing Bengali Characters and Numbers

    Rahul Kanti Das, Juel Sikder, Muhammad Saqib +3

    ArticleHandwritten Text Recognition Techniques20251 citations
    ABI

  6. A Novel Hybrid Approach for Load Forecasting: Multi-Head Attention Integrated LCG Model with Statistical Outlier Management

    Saif Sabbir, Shuva Karmakar, Amortya Ghosh +4

    ArticleEnergy Load and Power Forecasting20250 citations
    ABI

  7. Multi‐Level Technical and Economic Power Scheduling in an Electrical Distribution Grid Considering the Smart Multi‐Performance of the Demand Side

    Mahmud Mohammadi, Sherov B. Alisher, Muyassar Allaberganova +8

    ArticleSmart Grid Energy ManagementEngineering Reports20250 citations
    ABI

  8. A Machine Learning Framework for Fish Selection in Sustainable Aquaculture

    Mohammad Kamal Uddin, Mohammad Tarek Aziz, Juel Sikder +6

    ArticleWater Quality Monitoring Technologies20250 citations
    ABI

  9. Enhancing Crop Recommendations with Ensemble Learning and Explainable AI

    Haosheng Chen, Mohammad Tarek Aziz, Ziheng Xu +3

    ArticleSmart Agriculture and AI20250 citations
    ABI

  10. Explainable Predictions of Preterm Birth: A LIME-Supported Ensemble Framework

    Mohammad Tarek Aziz, Renzon Daniel Cosme Pecho, Nahida Zakir +8

    ArticlePreterm Birth and Chorioamnionitis20250 citations
    ABI

  11. RoadNet: A Deep Learning Framework for Road Extraction from Remote Sensing Data

    Taspiya Alam, Nafisa Lubaba, Tahmina Akter +9

    ChapterAutomated Road and Building ExtractionCommunications in computer and information science20250 citations
    ABI

  12. Harnessing Machine Learning to Analyze Passenger Sentiments in the Bangladesh Railway System

    Manoara Begum, Md Jahirul Haque Rifat, Mahmud Tanjim +5

    ChapterSentiment Analysis and Opinion MiningCommunications in computer and information science20250 citations
    ABI