MACHINE LEARNING / DEEP LEARNING

Project Title: Effective Garbage Data Filtering Algorithm for SNS Big Data Processing by Machine Learning Introduction In the era of social networking services (SNS), vast amounts of data are generated…

Project Title: Discovering Customers' Gender from Online Shopping Behavior Introduction The increasing reliance on e-commerce has generated vast amounts of consumer data, presenting a unique opportunity to understand customer demographics…

Project Title: A Multi-Stream Feature Fusion Approach for Traffic Prediction Project Overview Traffic prediction is a critical component in smart transportation systems, enabling efficient management of road networks, reduction of…

Project Description: Child Mortality Prediction using Machine Learning Techniques Project Overview Child mortality remains a significant global health issue, with millions of children under five years old succumbing to preventable…

Project Title: Disaster Prediction Using Machine Learning Overview: As natural disasters become increasingly frequent and severe due to climate change and urban expansion, the need for early prediction and effective…

Project Title: A Supervised Machine Learning Approach to De-anonymizing Bitcoin Transactions Project Overview: In recent years, Bitcoin has emerged as one of the most widely used cryptocurrencies, valued for its…

Title: Detecting Spam Email with Machine Learning Optimized with Bio-Inspired Metaheuristic Algorithms Project Overview: The project aims to develop a robust spam detection system leveraging the power of machine learning…

Project Title: Ransomware Readiness Assessment Tool (RRAT) Project Overview: The Ransomware Readiness Assessment Tool (RRAT) is a comprehensive online platform designed to help organizations assess their vulnerability to ransomware attacks…

Project Title: Automating E Government Services with Artificial Intelligence Project Overview The project aims to enhance the efficacy and accessibility of e government services through the integration of Artificial Intelligence…

Project Title: Crop Recommendation System using Random Forest and K-Nearest Neighbors (KNN) Algorithm #Project Overview The objective of this project is to develop a robust and efficient crop recommendation system…

Project Title: Adaptive Feature Fusion Networks for Origin-Destination Passenger Flow Prediction in Metro Systems #Project Overview The increasing demand for efficient and reliable public transportation has highlighted the need for…

Project Description: E-Commerce Website with Product Recommendation Using Machine Learning Project Overview In an era of digital transformation, e-commerce businesses are leveraging advanced technologies to enhance customer experience and optimize…

Project Title: ADAM & ACO Optimization Comparison #Project Overview The project aims to conduct a comparative analysis of two prominent optimization algorithms: ADAM (Adaptive Moment Estimation) and ACO (Ant Colony…

Project Description: ATTNGAN Fine Grained Text to Image Generation #Overview The ATTNGAN (Attentional Generative Adversarial Network) project focuses on advancing the capabilities of fine-grained text-to-image synthesis. As a subset of…

Project Title: Influence-Based Defense Against Data Poisoning Attacks in Online Learning Project Description: 1. Introduction: In the realm of machine learning and artificial intelligence, online learning has gained prominence due…

Project Title: Detection of Cyberbullying on Social Media Using Machine Learning #Project Overview In an increasingly digital world, social media platforms serve as vital communication tools for individuals across various…

# Project Description: A Novel Time-Aware Food Recommendation System on Deep Learning and Graph Clustering Introduction In the age of information overload, food recommendation systems are becoming increasingly essential to…

Project Description: Efficient Sampling Strategy for Network Intrusion Detection - A Design Approach #Introduction In today's digitally interconnected world, the proliferation of cyber threats necessitates the development of robust network…

Project Title: Prediction of Graduate Admission #Project Description The "Prediction of Graduate Admission" project aims to develop a predictive model to assess the likelihood of a student’s admission into a…