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Declarative Parameterizations of User-Defined Functions for Large-Scale Machine Learning and Optimization

Project Description: Declarative Parameterizations of User-Defined Functions for Large-Scale Machine Learning and Optimization #Overview In recent years, the field of machine learning (ML) and optimization has witnessed an exponential increase…

Bug Prediction of System CModels using Machine Learning

# Project Description: Bug Prediction of System CModels using Machine Learning Overview The objective of this project is to develop a machine learning-based system for the prediction of bugs in…

Machine Learning Applied to Software Testing: A Systematic Mapping Study

Project Title: Machine Learning Applied to Software Testing: A Systematic Mapping Study #Project Description: Introduction: Software testing is a crucial phase in the software development lifecycle, aimed at ensuring the…

Ensemble Machine Learning Based Wind Forecasting to Combine NWP Output with Weather Station Data

Project Title: Ensemble Machine Learning Based Wind Forecasting Using NWP Output and Weather Station Data #Project Overview The increasing reliance on renewable energy sources, particularly wind energy, necessitates advanced forecasting…

Machine-Learning Attacks on PolyPUFs, OB-PUFs, RPUFs, LHS-PUFs

# Project Description: Machine-Learning Attacks on PolyPUFs, OB-PUFs, RPUFs, and LHS-PUFs 1. Introduction Physical Unclonable Functions (PUFs) have emerged as a critical technology for secure identification, authentication, and cryptographic applications.…

Using Machine Learning Techniques to Evaluate Multicore Soft Error Reliability

Project Title: Using Machine Learning Techniques to Evaluate Multicore Soft Error Reliability #Project Description: As technology progresses and transistors become smaller and more densely packed into multicore processors, the susceptibility…

Severe Dengue Prognosis Using Human Genome Data and Machine Learning

Project Title: Severe Dengue Prognosis Using Human Genome Data and Machine Learning #Project Description ##Background Dengue fever, caused by the dengue virus and transmitted through mosquito bites, has become a…

Chance-Constrained Outage Scheduling using a Machine Learning Proxy

Project Description: Chance-Constrained Outage Scheduling Using a Machine Learning Proxy #Introduction In the realm of power systems management, outage scheduling is a critical operation that ensures reliability and optimizes the…

Localized Small Cell Caching A Machine Learning Approach Based on Rating Data

Project Description: Localized Small Cell Caching – A Machine Learning Approach Based on Rating Data #1. Introduction In today’s digital age, the demand for efficient mobile data application and content…

Intelligent Positioning Approach for High Speed Trains Based on Ant Colony Optimization and Machine Learning Algorithms

Project Title: Intelligent Positioning Approach for High-Speed Trains Based on Ant Colony Optimization and Machine Learning Algorithms #Project Overview The transportation sector, particularly high-speed rail (HSR), is at a crucial…

TOPS Current Mirror Cross-Bar-Based Machine-Learning and Physical Unclonable Function Engine For Internetof-Things Applications

Project Title: TOPS Current Mirror Cross-Bar-Based Machine-Learning and Physical Unclonable Function Engine for Internet of Things Applications Project Overview: The TOPS Current Mirror Cross-Bar-Based Machine-Learning and Physical Unclonable Function (PUF)…

Android HIV A Study of Repackaging Malware for Evading Machine-Learning Detection

Project Title: Android HIV: A Study of Repackaging Malware for Evading Machine-Learning Detection #Project Description The proliferation of mobile devices and applications has resulted in a significant increase in malware…

Federated Learning Based Face and Eye Blink Recognition

Project Title: Federated Learning Based Face and Eye Blink Recognition Project Description: In recent years, advancements in artificial intelligence (AI) and machine learning (ML) have enabled a significant leap in…

Machine Learning Based Design Patterns Prediction

Project Title: Machine Learning Based Design Patterns Prediction Project Overview The primary goal of this project is to develop a machine learning model that can automatically predict and recommend design…

EMAIL SENTIMENT ANALYSIS SYSTEM

Project Description: Email Sentiment Analysis System Overview The Email Sentiment Analysis System is a sophisticated tool designed to analyze and interpret the sentiment expressed in email communications. By leveraging Natural…

E-COMMERCE WEBSITE WITH PRODUCT RECOMMENDATION USING ML

Project Description: E-Commerce Website with Product Recommendation Using Machine Learning Project Title Smart Shop: A Machine Learning-Enhanced E-Commerce Platform Introduction As the world increasingly shifts to online shopping, e-commerce websites…