Abstract: Clustering is a significant technique in data mining, which can uncover the hidden correlation information and obtain deeper understanding of the inherent structure of data. However, when ...

The International Conference on Theory and Applications of Satisfiability Testing (SAT) is the premier annual meeting for researchers focusing on the theory and applications of the propositional ...

Panjab University (PU) is a public university situated in the city of Chandigarh, in northern India. The university was established in 1882 as the University of Punjab (in what is now Lahore, Pakistan ...

Basic information and contact details for National Institute of Technology Warangal The National Institute of Technology Warangal, previously known as the Regional Engineering College Warangal, was ...

Abstract: Generally frequent itemsets are extracted from large databases by applying association rule mining (ARM) algorithms like Apriori, Partition, Pincer-Search, Incremental, and Border algorithm ...

Time series segmentation (TSS) tries to partition a time series (TS) into semantically meaningful segments. It's an important unsupervised learning task applied to large, real-world sensor signals for ...

A vertex-cut partitioning divides edges of a graph into equal size partitions. The vertices that hold the endpoints of an edge are also placed in the same partition as the edge itself. However, the ...

Machine learning (ML) approaches are a collection of algorithms that attempt to extract patterns from data and to associate such patterns with discrete classes of samples in the data—e.g., given a ...

CLARANS is a clustering algorithm that focuses on spatial data mining, recognising patterns and relationships within spatial datasets. The algorithm improves upon K-Medoids by being less ...