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Sequences (e.g., temporal data related to stock market) Rules that partition the data (e.g., store location problem) What patterns are 'interesting' ...
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CIS664-Knowledge Discovery and Data Mining Data Warehousing and OLAP Technology Vasileios Megalooikonomou Dept. of Computer and Information Sciences
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AN INTRODUCTION TO DECISION TREES Prepared for: CIS595 Knowledge Discovery and Data Mining Professor Vasileios Megalooikonomou Presented by: Thomas Mahoney
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Spatial and Temporal Data Mining Data Preprocessing Vasileios Megalooikonomou (based on notes by Jiawei Han and Micheline Kamber) Agenda Why data preprocessing?
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Spatial and Temporal Data Mining V. Megalooikonomou Preliminaries (some s are based on notes from Searching multimedia databases by content by C. Faloutsos ...
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Spatial and Temporal Data Mining Classification and Prediction Vasileios Megalooikonomou (based on notes by Jiawei Han and Micheline Kamber) Agenda What is ...
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... to Alzheimer's Disease,' in Proc of 7th International ... 1.Detecting Discriminative Functional MRI Activation Patterns using Space Filling Curves: ...
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... unsolved cases, witness statements, etc) that deal with the Cali drug cartel's ... all individuals who have been convicted of attempted murder in North America ...
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Develop efficient methods for feature extraction and classification of ROIs in ... anatomic and other variables such as function, pathology, or response to drugs. ...
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DBSCAN: Density Based Spatial Clustering of Applications with Noise Density-based cluster: A maximal set of density-connected points; ...
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Temple University CIS Dept. CIS661 Principles of Data ... ceil(log(br/M) / log(M-1)) * 2 * br br. M. Q-opt steps. bring query in internal form (eg. ...
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... (SAMs) ... Spatial Access Methods (SAMs) k-d trees. Point Quadtrees. MX-Quadtree ... SAMs - Detailed outline. spatial access methods. problem dfn. k-d ...
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Search Key - attribute or set of attributes used to look up records ... overflow chains may become very long - what to do? ISAM - observations ...
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Mining single-dimensional Boolean association rules from transactional databases ... people who purchase tires and auto accessories also get automotive services done ...
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Journaling file systems write data in safe order to NV-RAM or log disk. Reordering without journaling: risk of corruption of file system data ...
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(based on notes by Jiawei Han and Micheline Kamber and on ... R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, 2ed., Wiley-Interscience, 2000 ...
Introduction to Data Mining ... telecommunication, banking, fraud analysis, DNA mining, stock market analysis, Web mining, Weblog analysis, ...
Customer purchasing patterns over time (Conversion of single to a joint bank ... Interactive mining of knowledge at multiple levels of abstraction ...
CIS671-Knowledge Discovery and Data Mining Introduction Vasileios Megalooikonomou Dept. of Computer and Information Sciences Temple University (based on notes by ...
