DIU Institutional Repository: Recent submissions

  • A Machine Learning-Based Approach for Sentiment Analysis of Movie Reviews on a Bangladeshi OTT Platform 
    Jahan, Hasnur; Arman, Md. Shohel; Hasan, Afia; Bristy, Sabikun Nahar (Springer, 2023-12-15)
    Sentiment analysis is the examination of feelings and viewpoints in any kind of literature. Opinion mining is another phrase for sentiment analysis. The data’s sentiment analysis is quite helpful, to convey the collective, ...
  • A Machine Learning Approach to Predict SEER Cancer 
    Abid, DM. Mehedi Hasan; Islam, Tariqul; Zaman, Zahura; Yusuf, Fahim; Assaduzzaman, Md.; Hossain, Syed Akhter; Jabiullah, Md. Ismail (Springer, 2022-07-27)
    The SEER database is among the persuading stores regarding malignancy pointers inside us. The SEER list helps impact investigation for the gigantic measure of patients’ bolstered viewpoints for the most part ordered as an ...
  • A Machine Learning Approach for Emotion Classification in Bengali Speech 
    Islam, Md. Rakibul; Akhi, Amatul Bushra; Akter, Farzana; Rashid, Md Wasiul; Rumu, Ambia Islam; Lata, Munira Akter; Ashrafuzzaman, Md. (Institute of Electrical and Electronics Engineers Inc., 2023-01-01)
    In this research work, we have presented a machine learning strategy for Bengali speech emotion categorization with a focus on Mel-frequency cepstral coefficients (MFCC) as features. The commonly utilized method of MFCC ...
  • “Pneumonia Detection With Transfer Learning: A Deep Cnn- Based Comparison Of Detection And Segmentation 
    Porag, Al Mohidur Rahman (Daffodil International University, 2024-01-29)
    In pneumonia, the lung tissue undergoes swelling, a condition caused by viral or bacterial infections. This swelling, accompanied by increased lung moisture, results in difficulty in deep breathing. Recognizing these ...
  • A Lightweight Robust Deep Learning Model Gained High Accuracy in Classifying a Wide Range of Diabetic Retinopathy Images 
    Raiaan, Mohaimenul Azam Khan; Fatema, Kaniz; Khan, Inam Ullah; Azam, Sami; Rashid, Md. Rafi Ur; Mukta, Md. Saddam Hossain; Jonkman, Mirjam (IEEE, 2023-05-01)
    Diabetic retinopathy (DR) is a common complication of diabetes mellitus, and retinal blood vessel damage can lead to vision loss and blindness if not recognized at an early stage. Manual DR detection using large fundus ...
  • Career Portal: A Career Development Web Based Platform” 
    Ahmed, Tofayel (Daffodil International University, 2024-01-29)
    The "Career Portal: A Career Development Web Based Platform" project is a comprehensive online platform designed to facilitate and enhance career development and professional growth for individuals across various domains. ...
  • Automated Detection Leukemia Subtype Classification from Microscopic Images: A Convolutional Neural Network Approach 
    Lubna, Sheikh Bodrun Nesa (Daffodil International University, 2024-01-25)
    Leukemia is a difficult type of blood cancer which can present in a combination of multiple types, that had individual cellular and genetic abnormalities. The prevalent forms of leukemia include Acute lymphocytic leukemia ...
  • A Hybrid Genetic Based Approach for Solving Vehicle Routing Problem in Cold Chain Logistics Distribution 
    Fu, Haoran; Li, Huahui; Ramayah, T.; Fu, Angran (Elsevier, 2023-01-01)
    In order to solve the problems of slow convergence speed, high total distribution cost, long total distance, large number of vehicles used and long algorithm running time in the process of solving the cold chain logistics ...
  • RentHub-An Android Based House Rent Project 
    Farouk, Omar Sakib Ibna (Daffodil International University, 2024-01-29)
    The creation of our application, "RentHub," is a response to the markets of the current era, where time is a precious commodity. Intending to be a valuable asset in today's society, RentHub caters to individuals who lack ...
  • Dengue Fever Prediction Using Machine Learning Approaches 
    Suchita, Ishrat (Daffodil International University, 2024-01-29)
    Dengue fever, also a viral infection spread by mosquitoes, is still a major global health concern, impacting millions of people each year. By applying a carefully controlled dataset of 521 entries and 23 variables, this ...
  • Dengue Fever Prediction Using Machine Learning Approaches 
    Suchita, Ishrat (Daffodil International University, 2024-01-29)
    Dengue fever, also a viral infection spread by mosquitoes, is still a major global health concern, impacting millions of people each year. By applying a carefully controlled dataset of 521 entries and 23 variables, this ...
  • Bulkpulses - Ecommerce Website For Pulses Wholesale 
    Nag, Shovon Kumar (Daffodil International University, 2024-02-04)
    The goal of this project is to create an internet store that specializes in selling pulses. The website attempts to give users an easy-to-use and simple way to browse, choose, and buy a large range of pulses from the ...
  • Machine Learning and Deep Learning Approaches to Predict Early Stage of Diabetes 
    Baidya, Sonnet (Daffodil International University, 2024-01-29)
    This study offers a thorough methodology that makes use of a variety of deep learning and machine learning algorithms to predict early stage of diabetes. Recurrent neural networks (RNN), Feedforward Neural Networks (FNN), ...
  • Local Pothole detection using deep learning techniques 
    Tanvir., Md. Rakib (Daffodil International University, 2024-01-29)
    Potholes are surface irregularities on roads that are deeper than 20 mm and extend more than 75 mm horizontally. They can be caused by a number of circumstances, including poor construction, water buildup during the rainy ...
  • Utilizing Novel Convolutional Neural Networks for The Detection of Brain Tumors in MRI Images 
    Ahmed, Md. Tanvir (Daffodil International University, 2024-02-04)
    Embarking on a critical exploration of brain tumor detection, our research delves into the intricacies of this field, acknowledging the vital need for precise diagnostics. Employing custom Convolutional Neural Network ...
  • A Comparative Study Of Lung Cancer Detection Using Deep Transfer Learning With Keras Tuner 
    Datta, Sajeeb (Daffodil International University, 2024-02-04)
    Lung cancer is a type of cancer that begins in the cells of the lungs. It is one of the most common forms of cancer worldwide and is a leading cause of cancer-related deaths. Lung cancer usually develops in the cells ...
  • A Hybrid CNN and RNN Variant Model for Music Classification 
    Ashraf, Mohsin; Abid, Fazeel; Uddin, Ikram; Rasheed, Jawad; Yesiltepe, Mirsat; Yeo, Sook Fern; Erso, Merve T. (MDPI, 2023-01-22)
    Music genre classification has a significant role in information retrieval for the organization of growing collections of music. It is challenging to classify music with reliable accuracy. Many methods have utilized ...
  • Predictive Precision: An In-Depth Examination Of Machine Learning Approaches For Heart Attack Prognosis 
    Raj, Md Rakibul Islam (Daffodil International University, 2024-01-29)
    Currently several diseases have become epidemic in Bangladesh, one of them is heart attack. Anyone can suffer a heart attack at any age. Generally, older people and men are more prone to it. However, women are also at ...
  • House Capital Prediction Using Machine Learning in Python 
    Bone, Golam Ahmed (Daffodil International University, 2024-01-29)
    In this work, I explore the use of a machine-learning system to forecast whether the Home will be our asset or Liability after buying it. While there are certainly many factors to consider while buying a home, the house ...
  • A Hidden Markov Model-based Approach for Weather Prediction in Bangladesh 
    Chowdhury, M.R.Z.; Rahman, M.M.; Tanny, N.T.; Bushra, T.A. (Institute of Electrical and Electronics Engineers Inc., 2023-12-15)
    In the context of Bangladesh, a country prone to diverse and often unpredictable weather patterns, reliable weather forecasts are critical for making informed decisions and mitigating the impact of extreme weather events. ...

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