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Browsing by Subject "Machine learning"

Browsing by Subject "Machine learning"

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  • 3A comparative Study on Sentiment Analysis for Bengali Language Based on LSTM in F-Commerce 
    Rudro, Mahafozur Rahman; Wahid, Md Faysal; Islam, Md Ariful; Ria, Nushrat Jahan (Daffodil International University, 2023-08-03)
    LSTMs are a type of RNN cell that regulates incoming and outgoing information using text-processing-specific gates. Online retailers, as we all know, have been extremely popular in recent years. Many social media sites, ...
  • Age, Gender & Emotion Detection Using CNN For Retail Analytics Customer Profiling 
    Bushra, Rubaiya Razin (Daffodil International University, 22-12-08)
    These days computerized age & gender detection is a completely exciting research topic. For My this studies, when someone enters a retail shop, his or her photo is captured via the security camera. That image will be ...
  • Air Quality Analysis and Prediction of Local Area 
    Rume, Md. Sazzad Hossain; Hasan, Md. Rakib (Daffodil International University, 2021-01-31)
    Currently, in many industrial and urban area of Bangladesh, analyzing and predicting air quality has become one of the most essential activities. The nature of air is favorably influenced due to Different types of pollution ...
  • Airlines Ticket Price Prediction Using Machine Learning Approach 
    Riaz, Ashiqur Rahman; Rahman, Dewan Sakibur; Sakib, Nazmus (Daffodil International University, 22-08-12)
    The price of airline tickets is the most unstable thing nowadays. It changes abruptly during the morning and evening time. The passengers are always looking to get the tickets at the lowest price, on the other hand the ...
  • Alumni Job Analysis & Success Rate Prediction by Machine Learning Techniques 
    Mostakim, K. M.; Rahman, Anisur; Rahaman, Sohanur (Daffodil International University, 2021-06-01)
    Machine getting to know makes a specialty of the development of Computer packages which could get records and use it to discover on their own. This thesis centers on the job analysis of the Alumni. The job analysis helped ...
  • Alzheimer Disease Detection on Mri Scans Using Machine Learning Techniques 
    Loba, Jannatul (©Daffodil International University, 2022-01-13)
    The brain is one of the most important organs of the human body and is involved in important functions of the human body. Many types of brain disease Alzheimer's disease is one of them. It’s a very harmful and long-term ...
  • Analysis and Prediction of Cholera Disease using Machine Learning Algorithms 
    Shabab, Roisujaman (Daffodil International University, 2021)
    In this research, we have investigated Cholera disease and its fatality rate from previous years in terms of various countries. This disease is not new, yet researchers are currently utilising several approaches to detect ...
  • Analysis of COVID-19 Trends in Bangladesh 
    Samrin, Nishat Ahmed; Suzan, Md. Mahmudul Hasan; Hossain, Md. Selim; Mollah, Mohammad Sarwar Hossain; Haque, Md. Dulal (Daffodil International University, 2022-01-31)
    The globe has reached a critical juncture in the last recent years. According to data we collected from an official internet source, Bangladesh recorded 913,258 confirmed cases, 14,646 death cases with a 1.60% mortality ...
  • An Analysis of Employees’ Email Data That Can Cause Conspiracy 
    Supti, Sumaia Azad; Ferdous, B. M. Jannatul (Daffodil International University, 2019-12)
    The sentiment analysis is a cutting-edge technique for accessing internet data and these data has been a growing discipline of the data mining and machine learning researchers and academics for the last decades. Hence, ...
  • An Analysis of Employees’ Email Data That Can Cause Conspiracy 
    Supti, Sumaia Azad; Ferdous, B. M. Jannatul (Daffodil International University, 2019-12)
    The sentiment analysis is a cutting-edge technique for accessing internet data and these data has been a growing discipline of the data mining and machine learning researchers and academics for the last decades. Hence, ...
  • An Analytical Heart Disease Prediction System Using Machine Learning 
    Rakib, Zahidul Islam; Neon, Mohammad Nadim Mahmud; Rahman, Sadiqur (©Daffodil International University, 2021-10-13)
    Heart disease is the top cause of mortality in every country on the planet, according to the World Health Organization. Every year, hundreds of individuals all over the world lose their lives as a result of this disease. ...
  • Analyzing Performance of Different Machine Learning Approaches with Doc2vec for Classifying Sentiment of Bengali Natural Language 
    Hoque, Md. Tazimul; Islam, Ashraful; Ahmed, Eshtiak; Mamun, Khondaker A.; Huda, Mohammad Nurul (2nd International Conference on Electrical, Computer and Communication Engineering, IEEE, 2019-04-04)
    Vector or numeric representation of text documents has been a revolution in natural language processing as it represents similar parts of text in such a way that they are very close to each other, making it very easy to ...
  • Apply Machine learning approach to predict the Breast Cancer Tumor Type 
    khan, Tanjed Ahmed; Islam, Md. Shahidul; Ullah, S.M Aman (Daffodil International University, 2019-11)
    Maximum people around the world use mobile phones as well as those in under resourced communities. This availability of the mobile phone creates a huge field of mobile health education technology which can gift a promising ...
  • Applying Machine Learning Approach To Predict Annual Yield of Major Crops and Recommend Planting Different Crops in Different Seasons in Bangladesh 
    Jemi, Arminara; Miah, Faysal (Daffodil International University, 23-01-29)
    The Bangladesh economy heavily depends on agriculture. Bangladesh's agricultural sector is crucial for providing jobs, income, and GDP. Considering how dramatically the human population is growing, crop output is the primary ...
  • An Approach for Demand Forecasting in Steel Industries Using Ensemble Learning 
    Raju, S. M. Taslim Uddin; Sarker, Amlan; Islam, Md. Milon; Al-Rakhami, Mabrook S.; Al-Amri, Atif M.; Mohiuddin, Tasniah; Albogamy, Fahad R. (Daffodil International University, 2022-02-25)
    This paper aims to introduce a robust framework for forecasting demand, including data preprocessing, data transformation and standardization, feature selection, cross-validation, and regression ensemble framework. Bagging ...
  • An Approach for Heart Disease Prediction Using Supervised Machine Learning Algorithms 
    Mira, Koli Mondol (23-01-18)
    The academic community has recently become interested in categorizing medical datasets using machine learning, despite the fact that it is a challenging task. The conclusion of the procedures is aided by the use of numerous ...
  • An Approach to Detect Air Quality using Machine Learning and Data Analysis Tools 
    Roy, Anirban; Mim, Mehnaz Rashid (IEEE, 2023-11-23)
    After the headway of the computerized structure, Information science hopes to be a fundamental part here. Information science stores and investigates information of various sorts of banks, foundations, workplaces and others. ...
  • An Approach To Detect Melanoma Skin Cancer Using Fastai CNN Models 
    Mia, MD Shazzad; Mim, Sumaiya Mustari (Daffodil International University, 23-01-18)
    Skin cancer, which can be lethal, is essentially the improper proliferation of skin tissues. It has recently developed into one of the most dangerous sorts of additional malignancies in humans. Early detection may help ...
  • An Approach To Detect Melanoma Skin Cancer Using Fastai CNN Models 
    Ahmed, Sheikh Shamshad; Nahar, Kamrun; Saha, Dipto (Daffodil International University, 23-01-29)
    Handwritten identification has been one of the top study topics for all researchers. Because of the ease and improved comprehension of their own language scalability with technology. For this purpose, we created a model ...
  • Ascertaining and Resolving Market Instability by Foretelling Ginger Price in Bangladesh Using Machine Learning Approach 
    Polton, Ahasan Habib (Daffodil International University, 23-02-12)
    The unpredictability of markets and the fluctuation of prices is a feature that is commonplace throughout the entire world, but it is more widespread in Bangladesh. As a direct result of this, the costs of the things we ...

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