Data Mining

Details der Publikationsliste

Zeitraum

2003 - 2009

Anzahl

14

Co-Autoren

Thesis Title: Algorithms for Distributed Caching and Aggregation (2008)

Mitul Tiwari, Distributed Computing, Data Mining, Advisor Greg Plaxton

My research focuses on the design, analysis, and implementation of algorithms for problems in

Thesis Title: Algorithms for Distributed Caching and Aggregation (2008)

Mitul Tiwari, Distributed Computing, Data Mining, Advisor Greg Plaxton

My research focuses on the design, analysis, and implementation of algorithms for problems in

Candidate generation (exercise). (2008)

Michelline Kamber, Data Mining, Techniques Morgan

this handout contain further pointers to primary literature.

A Perspective on Databases and Data Mining (2007)

Data Mining, M. Holsheimer, M. Kersten, H. Mannila, H. Toivonen, Issn -x, ...

and their applications. SMC is sponsored by the Netherlands Organization for Scientific Research (NWO). CWI is a member of

Data Engineering (2007)

March Vol No, Data Mining, Techniques Personalization, Charu C. Aggarwal, Philip S. Yu, Personal Views, ...

This paper discusses an overview of data mining techniques for personalization. It discusses some of the standard techniques which are used in order to adapt and increase the ability of the system to...

What is Data Mining? (2007)

Data Mining

owledge presentation, where visualization and knowledge representation techniques are used to present the mined knowledge to the user. With the widely available relational database systems and data...

A Collaborative Filtering System (2007)

Omer Meshar, Data Mining

MovieMatch is a collaborative filtering system, which enables users, to rate and get predicted rates for movies. The system gathers the users ' ratings and compares them with other users in the...

Data Cube: A Relational Aggregation Operator Generalizing Group By, Cross-Tab, and Sub-Totals. (2007)

Magdalena Balazinska, Jim Gray, Data Mining, Knowledge Discovery

Class projects are going very well! Project presentations: 15 minutes – On Wednesday in two weeks – There are 14 teams, so we will need to schedule extra time – We will give you the grading...

Geng L.: A Unified framework for Utility based Measures for Mining Itemsets (2006)

Hong Yao, Data Mining

A pattern is of utility to a person if its use by that person contributes to reaching a goal. Utility based measures use the utilities of the patterns to reflect the user’s goals. In this paper, we...

Interestingness of Frequent Itemsets Using Bayesian Networks as Background Knowledge (2004)

Szymon Jaroszewicz, Data Mining

The paper presents a method for pruning frequent itemsets based on background knowledge represented by a Bayesian network. The interestingness of an itemset is defined as the absolute difference...