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Browsing DEPARTMENT OF COMPUTER SCIENCE & ENGINEERING by Subject "Machine learning"

Browsing DEPARTMENT OF COMPUTER SCIENCE & ENGINEERING by Subject "Machine learning"

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  • Context-Based Understanding of Scholarly Articles and Stem Research Using Text Mining Approach 
    Kafi, MD. Abdullah Al; Tasnova, Israt Jahan; Islam, MD. Wadud (Daffodil International University, 23-02-18)
    Publishers adopt different ways to sort the papers. Two of the most common tagging methods are Journal based tagging and Content-based tagging. In journal based tagging the tags are given to the papers depending on the ...
  • A Convolutional Neural Network Based Potato Leaf Diseases Detection Using Sequential Model 
    Bonik, Choyon Chandra; Akter, Flora; Rashid, Md. Harunur (23-01-29)
    One of Bangladesh's primary agricultural products is the potato. In recent decades, Bangladesh has seen a surge in the popularity of potato farms. Nonetheless, farmer’s expenses in potato production are rising as a result ...
  • A Convolutional Neural Network Model for Prediction of Paddy Crop Disease 
    Opy, Md. Ahasanul Kobir; Alom, Md. Shahin (Daffodil International University, 23-03-01)
    Rice is a dietary staple all through Indian Subcontinent, notably in Bangladesh. The staple food consumed by 130 million people in Bangladesh is rice. To feed its 130 million people, Bangladesh currently produces 25 million ...
  • Coronary Artery Disease Prediction Using Machine Learning Algorithm 
    Bhadra, Bivuti Vushan (Daffodil International University, 23-01-18)
    New technologies such as machine learning and big Data analytics has proven to be a promising solution for the biomedical community, health problems and patients care. It is accurate and therefore useful for early disease ...
  • COVID-19 Detection Using Chest X-Ray 
    Mahi, Nafis Mahmud (Daffodil International University, 23-03-01)
    In this research paper, we build ML model to detect COVID-19 with chest x-ray image. The model was trained on a dataset of x-ray images,we trained our model using chest x-ray images. With some images showing signs of ...
  • Credit Risk Analysis Using Machine Learning Algorithms 
    Banerjee, Depayan (Daffodil International University, 23-01-18)
    Almost every financial institution, for instance, credit card companies and banks heavily rely on credit risk grade systems to determine whether to issue a loan to the probable debtor. They put the applicants into 8 ...
  • Cricket Match Winning Prediction 
    Hosen, Maruf; Al-Mamun, Abdullah (Daffodil International University, 2021-06-03)
    The multi-billion dollar industry is cricket betting. There is also a great incentive for models which can forecast the results of games and overcome bookers' odds. The objective of this thesis was to explore the extent ...
  • Crime Rate Analysis Using Machine Learning Technique 
    Tasnim, Jerin; Rahman, Nadia (Daffodil International University, 23-02-12)
    A method for methodically detecting crime, analyzing crime patterns, and anticipating crime trends is crime analysis. The information gleaned from machine learning is of great use to police officers and can be applied to ...
  • Crops Production Predict Using Machine Learning on Perspective of Bangladesh 
    Shaon, Sibli Shadik; Zihad, Md. Ferdous Sarker; Al Mamun, Abdullah (Daffodil International University, 2022-01)
    Bangladesh is predominantly agricultural country and the agriculture sector is crucial to the country's economic development. To maintain long-term food security for humans, it is necessary to developing a productive, ...
  • Cuisine Prediction Based on Ingredients 
    Islam, S. K. M Shadekul; Mitu, Majeda Akter; Mobashira, Mysha (Daffodil International University, 23-01-29)
    Cuisine prediction based on ingredients is a complex task that has numerous applications in the food industry, including recipe recommendation and food delivery. Accurate and reliable prediction models have the potential ...
  • Customer Data Analysis in E-Commerce Using Machine Learning 
    Rahib, MD Abdullah Al; Saha, Nirjhor; Mia, Raju (Daffodil International University, 23-01-29)
    In this project we want to develop a feature where admin can analyze customers data and predict what customers will need and do next in order to optimize offers. It also helps the e-commerce company to reach their target ...
  • Customer Satisfaction Sentiment Analysis for Online Transactions in Bangladesh by Using Machine Learning 
    Ahmed, Raju (Daffodil International University, 23-01-29)
    Online transactions have become increasingly popular in Bangladesh, with more and more people turning to the internet to shop, pay bills, and conduct other financial transactions. However, it is important to understand the ...
  • Cyberbullying Sentence Detection Using Machine Learning for the Bengali Language 
    Hossen, Shamim (Daffodil International University, 23-01-29)
    Cyberbullying has become a significant issue in recent years, particularly among young people, and there is a need for practical tools to detect and prevent it. Cyberbullying is sending offensive, abusive or threatening ...
  • Deep Learning for Optimal Decision Making Oriented Prediction for Combinatorial Optimization Problem 
    Khan, Thaharim (Daffodil International University, 2021-10-12)
    In the field of Computer Science, the growing advancement help the researchers a lot to confront the new problems and making a new solution. Not only with the existing algorithm but also various ways can be found for ...
  • Demand Forecasting for Restocking Goods Using Machine Learning 
    Dolon, Dilruba Khanom; Patwary, Md. Mehrab; Abedin, Mohammad Jakaria (2021-06-01)
    In the financial operations, many factors play a decisive role. Price and demand play an essential role among them, since they are the key determinants of the financial activities. Demand is not statically placed. In ...
  • Dengue Disease Analysis in Dhaka City Using Machine Learning Techniques 
    Hassan, Md Rakib (Daffodil International University, 23-01-17)
    As global urbanization and climate change accelerate, Dengue fever is spreading globally. Bangladesh has also experienced varying degrees of Dengue fever, particularly in the city of Dhaka, causing huge economic losses. ...
  • Depression Detection From Social Network Data Using Machine Learning Technique During Covid-19 Situation 
    Smrity, Sadia Islam (Daffodil International University, 2021-09-12)
    Coronavirus outbreaks have had a Signiant impact on human life. This thesis considers the detection of depression by applying a system that can effectively detected depressing text from various post in covid situation. ...
  • Depression Detection in Social Media Comments Data Using Machine Learning Algorithms 
    Vasha, Zannatun Nayem; Sharma, Bidyut; Esha, Mst. Israt Jahan (Daffodil International University, 23-02-18)
    Nowadays, depression is a common and dangerous mental problem for our society, the country even the whole world. When a person is in a heartbreaking mood or going through an exquisite condition and it is not leaving him, ...
  • Depth Estimation of a Clay-made Home Using Machine Learning Approach 
    Bhuiya, Md. Imon (Daffodil International University, 2019-12)
    Depth Estimations a crucial technique to get rid of sudden failure of a Clay-Made Home. It can happen for many reasons such as poor construction, temperature changes suddenly, extra loaded etc. Automatic detection of ...
  • Design and Development of Chronic Kidney Disease Management System Using Machine Learning 
    Emon, Nafiz Ahmed; Ahamed, Sharif (Daffodil International University, 23-01-29)
    Kidney disease is a chronic condition because it causes a progressive loss of kidney function over time. When kidney function is impaired, the body can no longer perform all of these essential functions, leading to a range ...

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