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Browsing Theses by Issue Date

Browsing Theses by Issue Date

Now showing items 1-20 of 199

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. ...
Prediction and Analysis of Flat Price in Dhaka Using Advanced Regression Techniques

Rafi, Fathe Muhammad (Daffodil International University, 23-01-18)

Prediction of flat costs could be a crucial space of realty. The literature tries to extract relevant info from historical real estate market data. So as to seek out models that are useful to flat patrons and sellers, ...
Applying ML Algorithms for Predicting Breast Cancer

Mim, Saifa Sabrina (Daffodil International University, 23-01-18)

Cancer is, without a doubt, one of the worst illnesses in human history. Data from throughout the globe shows that we now face a number of serious health challenges. There is a significant risk of fatalities among cancer ...
Fresh and Rotten Fruits Classification Using Deep Learning Algorithm.

Akter, Sumaeya (Daffodil International University, 23-01-18)

Producing fruit was a common and important part of agricultural life in Bangladesh. The growing of fruit has gone through a period of profound change. We obtain nutrients from fruits. It is a provider of vitamin and mineral ...
Analyzing the Impact of Search Engine Optimization on Web Content Ranking by Applying the Technique to Article Rewriter Tools

Sultana, Niger (Daffodil International University, 23-01-18)

Internet technologies always change their basic technique for website ranking. Search engine optimization (SEO) is the best method to get your website or webpages in the 1st page rank in Google Search results. It is the ...
Bengali Text Summarization: A Hybrid Methodology Using Sequence to Sequence RNNS

Khaleque, Taskin (Daffodil International University, 23-01-18)

In modern world, technology has transformed our lives for the better. However, human attention spans are shortening, and the amount of time people want to spend reading is dwindling at an alarming rate. As a result, it's ...
Analysis of Social Media Use Among Village School Students

Rasheduzzaman, Md. (Daffodil International University, 23-01-18)

The study's goal was to examine how village pupils used social media; assess the justifications for this use; and Pinpoint the issues that village students face when using social media. All students in the Village Students ...
Pattern Elicitation & Recognition of Cyber Attacks by Machine Learning.

Aziz, Md. Naeem (Daffodil International University, 23-01-18)

This research is a finding and recognition type of research. That paper focuses on exploratory data analysis and YOLOv3, you only look once at version three, a real-time recognizing model. The hypothesis of this research ...
Predicting Depression Among University Students Using Machine Learning

Mowla, Sabiha (Daffodil International University, 23-01-18)

Depression is a major disorder and a growing problem that impacts a person’s way of living, disrupting natural functioning and impeding thought processes while they might remain oblivious to the fact that they are suffering ...
Evaluation of AI in Education

Anika, Afsana Mim (Daffodil International University, 23-01-18)

International Artificial Intelligence in Education Society is a multidisciplinary organization at the forefront of computer science, education, and psychology (IAIED). It encourages thorough investigation and the creation ...
Requirements for Enlightening Existing E-Tourism Information Systems in Terms of Client’s Satisfaction

Chaity, Shamsun Nahar (Daffodil International University, 23-01-18)

The main purpose of this research is to give a useful idea about how E-tourism can make a travel Freak person’s life easier, how he/ she could get the best deals at a cheaper price, research his trip without going to ...
Machine Learning Based Phishing Website Detector

Sobur, Sayed Abdus (Daffodil International University, 23-01-18)

Cyber-attacks have increased in number along with the growth of online services. Phishing, in which attempts are made to steal confidential information by pretending to be a legitimate source, is one of the most prevalent ...
A Wide Convolution Network Based Classification Path for Recognition Papaya Leaf Disease

Ripa, Kaniz Fatima (Daffodil International University, 23-01-18)

The top papaya-producing countries are India, Mexico, Brazil, Indonesia, Nigeria and the Dominican Republic. But in papaya especially leaf curl, foot rot of papaya, papaya ring spot and many other diseases are causing great ...
Loan Prediction Analysis using Machine Learning Techniques

Shawn, Abul Hasan (Daffodil International University, 23-01-18)

Loans account for a large portion of bank profits. Despite the fact that many people are looking for loans. Finding a legitimate applicant who will return the loan is difficult. Choosing a real applicant may be difficult ...
Detection of Tomato Diseases Leaf Symptoms Using Image Processing Deep Learning Based Approach

Islam, Md. Arifin (Daffodil International University, 23-01-18)

Tomato is most popular vegetable all over the world. It’s cultivated of high nutritive value. During cultivation tomato leaves expose too many problems and diseases like blight, bacterial spot, early blight, healthy, late ...
Performance Assessment of Various Machine Learning Methods for Prediction Liver Disease

Soikat, Arafatur Rahman (Daffodil International University, 23-01-18)

Chronic Liver Disease (CLD) is the leading cause of death worldwide, affecting a large number of people. A variety of factors damage the liver, resulting in this disease. Obesity, undiagnosed hepatitis, and alcohol abuse ...
School Dropout Prediction of Bangladeshi Students Due to COVID-19

Sakkhar, Safiqur Rahman (Daffodil International University, 23-01-18)

In year 2020 the whole world faced an unexpected crisis which we known as COVID-19 pandemic. After pandemic declaration by WHO (World Health Organization), every nation around the world started locked down their nations ...
Predicting Foreign Language Anxiety Using Machine Learning Algorithm

Abdullahi, Mohamed Abdikafi (Daffodil International University, 23-01-18)

The number of journeys people take to change their lives is rising, and in order for a person to be able to adapt to this openness and realize the value of his travels, it is crucial that he learn a language other than his ...
Study of Student Satisfaction in a Blended E-learning System Environment

Tamanna, Kazi Shamima Afroz (Daffodil International University, 23-01-18)

Students want an e-learning platform that is intuitive, easy to use, and visually appealing. From a UI/UX perspective, ensuring the platform is easy to navigate and understand, with a clear and consistent design language ...
Detection of Suicidal Ideation on Social Media Profiles Using Machine Learning Techniques

Hossain, Sabbir (23-01-18)

Nowadays, due to numerous reasons like the nuclear family, peer pressure for fake prestige, impatience mindset, and mental pressure has become a usual trait in every person. When someone finishes their own life, we say ...

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