Browsing 2023 by Author "Monir, Md. Fahad"
Now showing items 1-7 of 7
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Bangla Speaker Accent Variation Classification Using Deep Neural Network: A Distinct Approach
Alam, Khorshed; Bhuiyan, Mahbubul Haq; Monir, Md. Fahad (Independent University, Bangladesh, 2023-07)Accent Variation Classification is the technique of detecting an accent or dialect of a human speech based on speech patterns and features from speech. This is useful in developing speech recognition systems, language ... -
Educational Certification on Ethereum blockchain: Analysis on How BCert and UZHBC differ
Aadeef, Tanvir Ahmed; Monir, Md. Fahad; Alam, Sanzar Adnan (Independent University, Bangladesh, 2023-03)Counterfeit certificates and diplomas are a common issue. Blockchain technology offers a potential solution through its decentralized ledger system, which uses cryptographic techniques and incentives to verify and store ... -
A Gradient Boosted ML Approach to Feature Selection for Wireless Intrusion Detection
Mondal, Birupaxha; Faisal, Fahim; Towshi, Zeba Tusnia; Monir, Md. Fahad; Ahmed, Tarem (Independent University, Bangladesh, 2023-05)The proliferation of Wi-Fi-enabled devices makes security a non-negotiable part of connectivity. As new attacks are discovered that compromise the security of devices in the wireless ecosystem, it is becoming increasingly ... -
IoT-based Salinity Detection Using Conductivity and Temperature for Developing Countries
Islam, Md Nakibul; Aiman, Umme; Chowdhury, Md Hana Sultan; Peyal, Md Mahmudul Kabir; Monir, Md. Fahad; Hasan, Mahady (Independent University, Bangladesh, 2023-08)For soil salinity management, crop selection, irrigation planning, environmental impact assessment, and the advancement of agricultural research and development, saltiness data collection in agriculture is essential. The ... -
Repercussion of Image Compression on Satellite Image Classification using Deep Learning Models
Hossain, Md. Junayed; Barkatullah, Mohammad; Monir, Md. Fahad; Ahmed, Tarem (Independent University, Bangladesh, 2023-08)Satellite image classification using Deep Learning (DL) algorithms is crucial for various applications such as Environmental Monitoring, Remote Sensing, and Urban Planning. The high-resolution nature of satellite images ... -
Understanding the Dynamics of Dengue in Bangladesh: EDA, Climate Correlation & Predictive Modeling
Meem, Sabrina Masum; Hossain, Md Tahmid; Monir, Md. Fahad (Independent University, Bangladesh (IUB), 2023-10-11)This thesis presents a comprehensive exploration of the intricate relationship between air quality, dengue transmission, and climate factors in Bangladesh. Comprising two interrelated projects, this research delves into ... -
Understanding the Dynamics of Dengue in Bangladesh: EDA, Climate Correlation, and Predictive Modeling
Meem, Sabrina Masum; Hossain, Mohammed Tahmid; Chowdhury, Jannat Khair; Miah, Md Saef Ullah; Monir, Md. Fahad (Independent University, Bangladesh, 2023-07)Dengue, a mosquito-borne viral infection, poses a significant threat, especially in warm, tropical climate countries like Bangladesh, India, Thailand, Malaysia, Laos, etc. This study is solely focused on the dengue data ...