Machine Learning projects, Machine Learning / Deep Learning

How Data-Driven Entrepreneur Analyzes Imperfect Information for Businness Opportunity Evaluation

Project Title: Analyzing Imperfect Information for Business Opportunity Evaluation: A Data-Driven Entrepreneur's Approach #Project Description In the rapidly evolving landscape of modern business, the ability to make informed decisions grounded…

5G-Smart Diabetes Towards Personalized Diabetes Diagnosis with Healthcare Big Data Clouds

Project Description: 5G-Smart Diabetes – Towards Personalized Diabetes Diagnosis with Healthcare Big Data Clouds #Introduction The project "5G-Smart Diabetes" aims to revolutionize diabetes management and diagnosis through the integration of…

Image to Image Learning to Predict Traffic Speeds by Considering Area-Wide Spatio-Temporal Dependencie

Project Title: Image to Image Learning to Predict Traffic Speeds by Considering Area-Wide Spatio-Temporal Dependencies Project Description: In urban environments, traffic congestion is a significant challenge that affects commuting times,…

Machine Learning based Trust Computational Model for IoT Services

# Project Description: Machine Learning-Based Trust Computational Model for IoT Services Project Overview The Internet of Things (IoT) is revolutionizing multiple sectors by enabling the connectivity of devices, facilitating data…

Efficient Privacy preserving Machine Learning in Hierarchical Distributed System

Project Title: Efficient Privacy-Preserving Machine Learning in Hierarchical Distributed Systems #Project Overview The increasing amount of data generated in various sectors has led to a significant rise in the demand…

Unsupervised Machine Learning Based Scalable Fusion for Active Perception

Project Description: Unsupervised Machine Learning Based Scalable Fusion for Active Perception #Overview This project aims to develop a robust framework that utilizes unsupervised machine learning techniques to achieve scalable fusion…

A Wafer Map Yield Prediction Based on Machine Learning for Productivity Enhancement

# Project Description: Wafer Map Yield Prediction Based on Machine Learning for Productivity Enhancement Overview The semiconductor manufacturing industry is continuously evolving, and with the growing complexity of integrated circuits,…

Real-Time Prediction for IC Aging Based on Machine Learning

# Project Description: Real-Time Prediction for IC Aging Based on Machine Learning Background Integrated circuits (ICs) are critical components in modern electronics, influencing the performance and longevity of devices ranging…

A Machine Learning-Based Fast-Forward Solver for Ground Penetrating Radar With Application to Full-Waveform Inversion

# Project Description: A Machine Learning-Based Fast-Forward Solver for Ground Penetrating Radar with Application to Full-Waveform Inversion Project Overview Ground Penetrating Radar (GPR) is a non-destructive testing method widely used…

Improve Reputation Evaluation of Crowdsourcing Participants Using Multidimensional Index and Machine Learning Techniques

Project Title: Improve Reputation Evaluation of Crowdsourcing Participants Using Multidimensional Index and Machine Learning Techniques #Project Description: In today’s digital landscape, crowdsourcing has emerged as a powerful avenue for harnessing…

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.…