MACHINE LEARNING / DEEP LEARNING

Project Description: Automatically Evaluating Balance - A Machine Learning Approach #Introduction Balancing is a fundamental skill in numerous activities, including sports, physical therapy, rehabilitation, and everyday functional movements. The ability…

Project Title: Machine Learning Inspired Sound-based Amateur Drone Detection for Public Safety Applications Project Overview: The rapid proliferation of drone technology presents both opportunities and challenges, particularly in the realm…

# Project Description: Smartphone Transportation Mode Recognition Using a Hierarchical Machine Learning Classifier and Pooled Features From Time and Frequency Domains Abstract The rapid advancement of smartphone technologies and sensor…

Certainly! Here’s a comprehensive project description for "Tunable VVC Frame Partitioning Based on Lightweight Machine Learning": --- Project Title: Tunable VVC Frame Partitioning Based on Lightweight Machine Learning #Project Overview:…

Project Description: A Novel Car Following Control Model Combining Machine Learning and Kinematics Models for Automated Vehicles #Introduction The rapid advancement of automated vehicle technology has necessitated the development of…

Project Title: VIS4ML: An Ontology for Visual Analytics Assisted Machine Learning Project Description: Introduction: In the era of big data, machine learning (ML) has emerged as a dominant approach for…

Project Title: A Survey of Statistical Machine Learning Elements in Genetic Programming Project Description: #Introduction In recent years, the intersection of statistical machine learning and genetic programming (GP) has emerged…

Project Description: RuleMatrix - Visualizing and Understanding Classifiers with Rules Project Title: RuleMatrix: Visualizing and Understanding Classifiers with Rules Introduction: In the era of big data, machine learning classifiers have…

Project Title: Manifold: A Model-Agnostic Framework for Interpretation and Diagnosis of Machine Learning Models #Project Overview In an era where machine learning (ML) systems permeate various industries, understanding the decisions…

Project Title: Multimodal Machine Learning: A Survey and Taxonomy #Project Description: Introduction: Multimodal Machine Learning (MML) is an emerging field that focuses on integrating and interpreting multiple modes of data—such…

Project Title: Prediction of Process Variation Effect for Ultrascaled GAA Vertical FET Devices Using a Machine Learning Approach Project Overview: The goal of this project is to develop an advanced…

Project Title: From Optimization-based Machine Learning to Interpretable Security Rules for Operation #Project Description In an era where cyber threats are increasingly complex and sophisticated, the need for robust security…

Project Title: Understand Short Texts by Harvesting and Analyzing Semantic Knowledge Project Description: Overview: "Understand Short Texts by Harvesting and Analyzing Semantic Knowledge" is an innovative project aimed at enhancing…

# Project Description: Sentiment Analysis for News Data Based on Social Media Introduction In today's fast-paced digital world, social media has become a significant source of public sentiment regarding current…

Project Title: Solar Irradiance Forecasting Using Deep Recurrent Neural Networks --- Project Overview The increasing demand for renewable energy sources has prompted extensive research into solar energy systems and their…

# Project Title: Performance Comparison of Support Vector Machine, Random Forest, and Extreme Learning Machine for Intrusion Detection Project Description Introduction In the era of rapid technological progression and increased…

Project Description: On Scalable and Robust Truth Discovery in Big Data Social Media Sensing Application #Introduction In today’s digital age, social media has become a significant source of information, influencing…

Project Title: Noise Reduction in Web Data: A Learning Approach Based on Dynamic User Interests Project Description: Introduction: In the rapidly evolving landscape of the internet, users are inundated with…

Project Description: Hybrid Feature Selection Using Correlation Coefficient and Particle Swarm Optimization on Microarray Gene Expression Data #1. Introduction In the realm of bioinformatics, microarray gene expression data is crucial…

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…