Machine Learning projects, Machine Learning / Deep Learning

Research on Network Traffic Identification based on Machine Learning and Deep Packet Inspection

Project Title: Research on Network Traffic Identification Based on Machine Learning and Deep Packet Inspection 1. Introduction In the era of digital transformation, understanding network traffic is paramount for ensuring…

Comparison of Various Machine Learning Techniques and Its Uses in Different Fields

Project Description: Comparison of Various Machine Learning Techniques and Their Uses in Different Fields Introduction Machine Learning (ML) has emerged as a transformative technology that is revolutionizing various industries by…

Information Retrieval Ranking Using Machine Learning Techniques

Project Title: Information Retrieval Ranking Using Machine Learning Techniques Project Description: In the digital age, the exponential growth of information requires efficient methods for retrieving relevant data. Information Retrieval (IR)…

A Quick Review of Machine Learning Algorithms

Project Title: A Quick Review of Machine Learning Algorithms Project Description: In the age of data-driven decision-making, Machine Learning (ML) has emerged as a transformative technology across various industries. This…

Automated Android Malware Detection Using Optimal Ensemble Learning Approach

Project Description: Automated Android Malware Detection Using Optimal Ensemble Learning Approach Introduction The proliferation of Android applications has significantly enhanced mobile technology's accessibility and utility. However, this rapid growth has…

Phishing detection system through hybrid machine leraning based on url

Project Description: Phishing Detection System Using Hybrid Machine Learning Based on URL Analysis #Introduction Phishing attacks continue to pose a significant threat to individuals and organizations alike, leading to financial…

Identifying hot topic trends in streaming text data using sequential evaluation

# Project Description: Identifying Hot Topic Trends in Streaming Text Data Using Sequential Evaluation Project Overview The explosion of digital content across various platforms has led to a significant increase…

Fighting Money Laundering With Statistics and Machine Learning

Project Title: Fighting Money Laundering with Statistics and Machine Learning Project Description: 1. Introduction In recent years, the financial industry has been facing escalating challenges in combating money laundering (ML),…

Blockchain based federated learning with smpc model verification against poisoning attack

Project Description: Blockchain-Based Federated Learning with SMPC Model Verification Against Poisoning Attacks Introduction In the rapidly evolving landscape of machine learning and data privacy, federated learning (FL) has emerged as…

A Novel Approach to Improve Software Defect Prediction Accuracy Using Machine Learning

Project Description: A Novel Approach to Improve Software Defect Prediction Accuracy Using Machine Learning Introduction Software defect prediction is a critical aspect of software engineering, aimed at identifying potential defects…

A Multiperspective Fraud Detection Method for Multi- Participant E-commerce Transactions

# Project Description: A Multiperspective Fraud Detection Method for Multi-Participant E-commerce Transactions Introduction With the exponential growth of e-commerce platforms facilitating multi-participant transactions, the challenge of detecting fraud has become…

RMT-Net Reject-aware Multi-Task Network for Modeling Missing-not-at-random Data

Project Title: RMT-Net: Reject-Aware Multi-Task Network for Modeling Missing-Not-At-Random Data Project Overview: The RMT-Net project aims to develop an innovative machine learning framework designed specifically to handle missing-not-at-random (MNAR) data…

PupilHeart Heart Rate Variability Monitoring via Pupillary Fluctuations on Mobile Devices

Project Title: PupilHeart: Heart Rate Variability Monitoring via Pupillary Fluctuations on Mobile Devices Project Description: Overview: PupilHeart is an innovative research project aimed at developing a mobile application that utilizes…

Propounding First Artificial Intelligence Approach

Project Title: Propounding First Artificial Intelligence Approach Project Description: Introduction The "Propounding First Artificial Intelligence Approach" project aims to establish a foundational framework for the integration and application of artificial…

Predicting hourly boarding demand of bus passengers using imbalanced records

Project Title: Predicting Hourly Boarding Demand of Bus Passengers Using Imbalanced Records #Project Overview: This project focuses on developing a predictive model that forecasts hourly boarding demand for bus passengers…

PhiKitA Phishing Kit Attacks Dataset for Phishing Websites Identification FELIPE

Project Description: PhiKitA Phishing Kit Attacks Dataset for Phishing Websites Identification (FELIPE) #Overview The “PhiKitA Phishing Kit Attacks Dataset” is a comprehensive dataset designed to support research and development in…

Personalized Federated Learning for In-Hospital Mortality Prediction of Multi-Center ICU

Project Title: Personalized Federated Learning for In-Hospital Mortality Prediction in Multi-Center ICUs Project Overview In critical care, timely and accurate predictions regarding patient outcomes can significantly influence treatment decisions and…