February 2018
Intermediate to advanced
1120 pages
53h 40m
English
Content preview from Handbook of Data Structures and Applications, 2nd Edition
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Vipin Kumar
University of Minnesota
Pang-Ning Tan
Michigan State University
Michael Steinbach
University of Minnesota
Data Mining Tasks and Techniques•Challenges of Data Mining•Data Mining and the Role of Data Structures and Algorithms
Nearest-Neighbor Classifiers•Proximity Graphs for Enhancing Nearest Neighbor Classifiers
Hash Tree Structure•FP-Tree Structure
Hierarchical and Partitional Clustering•Nearest Neighbor Search and Multi-Dimensional Access Methods
Recent years have witnessed an explosive growth in the amounts of data collected, stored, and disseminated by various organizations. Examples ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.