Abstract:
This paper proposes two new approaches to using PSO to cluster data. It is shown how PSO can he used to find the centroids of a user specified number of clusters. The algorithm is then extended to use K-means clustering to seed the initial swarm. This second alga. rithm basically uses PSO to refine the clusters formed by K-means. The new PSO Algorithms are evaluated on six data sets, and compared to the performance of K-means clustering. Results show that both PSO clustering techniques have much potential.
Software Requirements
• Operating System : Windows 2000/xp
• Language: Java
Hardware Requirements
• Pentium III processor
• 128 bit RAM
• Hard disk according to the required storage
This Blog Provide Topics, Abstracts, Documentations, Slides for various Seminars, Projects, Paper Presentations. After Reading Abstract You Can Download Corresponding Paper By Clicking The Link Given At The Bottom. On The Right Side Bar Select Your Branches CSE, ECE, EEE, IT, MCA, MBA, Civil, Mechanical Departments And More Stuff Will Be Added From Time To Time. So Please Be In Touch With This Blog For More And Apt Information.
|Speech Compression| |Data Security| |Artificial Neural Networks| |Moletronics| |AI Speech Recognition| |ATM| |Blue Eyes| |Brain Computer Interface| |Fuzzy Logic| |Mobile Voting| |Information Security Using Steganography| |Modern Irrigation Systems| |Asynchronous Chip| |Smartphone| |Gizmag|Subtractive Synthesis | Spread Spectrum | Speech Compression | Paper Batteries | Satellite Encryption | Robotics 1 2 | Silicon in Nanotechnology | Renewable Energy Systems | Reed Solomon Code | Vlsi Paper Presentation | Green Nanotechnology | Aerospace Nanotechnology | Nanotechnology | Brain Controlled Car 1 | Bubble Power | Brain Machine Interface | Beam Robotics Nervous Systems | Artificial Photosynthesis | Neural Networks | Adaptive Filtering | Finger Print Recognizer | Vlsi Chip | Digital Water Marking |