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TourGuide – A Tour Planning And Management Platform

Danial, Md. Fahim Abdullah (Daffodil International University, 2025-12-24)

TourGuide is a travel friend that is aimed at making the travelling experience of the tourists visiting various destinations in Bangladesh easier and enjoyable. It combines all you require to plan a great vacation in places ...

An Optimized Machine Learning Framework for Heart Disease Prediction: Achieving a New State-of-the-Art in Accuracy and Explainability

Jahan, Israt (Daffodil International University, 2025-11-20)

Cardiovascular Disease (CVD) is the major cause of mortality across the globe and requires predictive models that are highly precise, clinically transparent to ensure easyintegrationwithin the healthcare systems. The ...

Machine Learning–Driven Prediction of Injury Risk in Elite Football: A Tuned Ensemble Model With SHAP-Based Explainability

Islam, Minhazul (Daffodil International University, 2025-11-20)

In the top-tier football, particularly in any of the high-demand leagues such as the English Premier League (EPL) and the Spanish LaLiga, injuries among players continue to significantly affect performance and revenue. ...

Ensemble Learning Model for Accurate Identification of hormone-binding protein

Reya, Refatun Nahar (Daffodil International University, 2025-12-29)

Hormone-Bounding Proteins (HBPs) play a critical role to maintain the movement, stability, and introduction of hormones. Despite the assistance of the existing computer programs, it remains difficult to get the correct ...

A Study on Hybrid Ensemble Approaches for Effective Dengue Detection and Classification

Nayem, Abdullah Al (Daffodil International University, 2025-12-27)

Dengue is one of the most prevalent mosquito-borne viral diseases and a global public health concern in tropical and subtropical countries. Timely diagnosis of dengue is essential to prevent complications and death. This ...

Automatic Number Plate Detection with Image Recognition System

Ahamed, Sabbir (Daffodil International University, 2025-12-27)

ANPR systems are very important fo traffic system safe and under control.To make these systems work well, you need to make models that are both quick and correct.This study examines the application of YOLOv8, a contemporary ...

Machine Learning Approaches to Cryptocurrency Market Volatility Prediction: A Framework for Risk-Adjusted Trading Strategy Optimization

Amin, Nazmul (Daffodil International University, 2025-12-27)

This thesis develops and evaluates an end-to-end machine learning pipeline for forecasting next-day realized volatility and volatility spikes in six major cryptocurrencies ADA, BTC, DOGE, ETC, ETH and LINK using hourly ...

Multi-Cancer Visual Diagnosis Using CNN-Based Transfer Learning

Zakaria, Md. Shahrul (Daffodil International University, 2025-11-20)

Detecting cancer early and reliably, especially across different parts of the body, is essential for improving patient care. Yet, many deep learning approaches still focus on a single organ, a single modality, or a tightly ...

Exploring Adolescent Preferences for Battle Royale Games on Mobile Platforms: A Data-Driven Hybrid Framework Integrating KANO, PLS-SEM, and ANN in the Context of Bangladesh

Tuhin, Tamim Binty (Daffodil International University, 2025-12-27)

Mobile Battle Royale (BR) games such as PUBG Mobile, Free Fire, and Call of Duty Mobile have gained immense popularity among Bangladeshi adolescents. Despite this development, few quantitative studies have addressed the ...

Analyzing the Behavior of Compact Transformer Encoders in Fixed Prompt Multimodal Learning

Rifat, Gawshil Rahman (Daffodil International University, 2025-12-27)

Multi-modal learning systems are increasingly being conditioned on pretrained text encoders to condition visual representations, although the behavioral implications of text encoder size and depth under fixed-prompt and ...

Rethinking CLIP-Style Fusion for Surgical Video Analysis in Low-Data Scenarios

Fardin, Fahim (Daffodil International University, 2025-12-27)

Surgical Phase Recognition (SPR) is essential in supporting intraoperative decision support, minimally invasive surgery training, and operating room workflow. However, the correct identification of phases in laparoscopic ...

Enhancing E-Commerce Recommendations: A Model Proposal Using Advanced Machine Learning

Dipu, Md Humayun Ahmed (Daffodil International University, 2025-12-27)

E-commerce platforms need intelligent assistants that can understand natural language,identify the right products and provide concise answers without generating false information. This thesis presents a practical system ...

SkinBench : A Multimodal LLM Benchmark for Skin Disease Diagnosis

Akter, Swarna (Daffodil International University, 2025-12-27)

There is an emerging trend to use Large Language Models (LLMs) in medical diagnosis (particularly analysis of complex data such as medical imaging and patient histories). Nevertheless, currently, models tend to be not as ...

A Hybrid Ensemble Approach for Skin Cancer Classification Using Deep Learning Techniques

Rifat, Sheikh (Daffodil International University, 2025-12-27)

Detection of skin lesions is an important task in dermatology, as early diagnosis is fundamental to prevent the appearance and treatment of skin cancer. This thesis describes HySkinDetect, a hybrid ensemble model to enhance ...

Customer Perspectives on Hotel Reviews in DHAKA

Himel, Omar Faruk (Daffodil International University, 2025-12-27)

Customer sentiment based on hotel reviews is crucial to the quality improvement process in the digital hospitality context, but informal and multilingual feedback is difficult toanalyze. This paper deals with the issue of ...

Optimizing Hybrid Sparse–Dense Retrieval in Retrieval-Augmented Generation Pipelines for Balanced Latency and Accuracy

Mamun, Abdullah Al (Daffodil International University, 2025-12-27)

Retrieval-Augmented Generation (RAG) has become a central approach for grounding large language models (LLMs) in external knowledge so that they can answer questions reliably and with current information. At the same time, ...

CycleZen: A Digital Transformation in Bicycle Retail Management

Tamim, Mahedi Nur (Daffodil International University, 2025-12-27)

The digital commerce has emerged quickly, transforming the way retail businesses are conducted in the XXI century. In this change, CycleZen: A Digital Transformation in Bicycle Retail Management presents an entire web-based ...

Health Care Service Web Application

Tuhin, Md. (Daffodil International University, 2025-12-27)

The Health Portal is a central online platform that links all healthcare stakeholders in Bangladesh such as hospitals, patients, doctors and pharmacies. I developed it with reliable tools, such as Next.js and MongoDB, so ...

Hybrid Machine Learning and Generative AI Approach for Carbon Footprint Forecasting and Sustainable Policy Recommendations

Riaz, Shakil Ahamed (Daffodil International University, 2025-12-27)

Mitigation of global climate change depends on accurate carbon emission forecasting and implementation of actionable, data-supported policy frameworks. This thesis proposes a unique hybrid architecture that blends ...

A Web Application for Bangladesh Pie Medicare

Fatah, MD. Abul (Daffodil International University, 2025-12-27)

Usually people in our country have to suffer a lot with medical services. The biggest problem we have when we go to the hospital for treatment of any disease, we have to go to different hospitals for information, we have ...

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