Data Mining Projects
A Framework for Supervised Classification Performance Analysis with Information-Theoretic Methods
We introduce a framework for the evaluation of multiclass classifiers by exploring their confusion m..
A Review of Machine Learning Methodologies for Network Intrusion Detection
The Internet continues to spread itself over the globe, providing a great opportunity for various th..
Active Learning of Constraints for Semi-Supervised Clustering
Active Learning of Constraints for Semi-Supervised Clustering. Semi-supervised clustering aims to im..
GMC: Graph-based Multi-view Clustering
Multi-view graph-based clustering aims to provide clustering solutions to multi-view data. However, ..
Hierarchical Feature Selection for Random Projection
Random projection is a popular machine learning algorithm, which can be implemented by neural networ..
Hybrid Self-Organized Clustering Scheme for Drone based Cognitive Internet of Things
Network management by using cognitive approach is an attractive solution for drone based Internet of..
Multi-view Scaling Support Vector Machines for Classification and Feature
With the explosive growth of data, the multi-view data is widely used in many fields, such as data m..
Network Intrusion Detection for IoT Security based on Learning Techniques
Pervasive growth of Internet of Things (IoT) is visible across the globe. The 2016 Dyn cyberattack e..
Payroll Management System
Payroll system can be used to speed up the process of calculating pay, ensuring that payments are bo..
Privacy-Preserving Social Media Data Publishing for Personalized Ranking-Based Recommendation
Personalized recommendation is crucial to help users find pertinent information. It often relies on ..