๐”– Bobbio Scriptorium
โœฆ   LIBER   โœฆ

Mathematical Programming for Data Mining: Formulations and Chalenges

โœ Scribed by Bradley P.S., Fayyad U.M., Mangasarian O.L.

Book ID
127398389
Year
1998
Tongue
English
Weight
406 KB
Category
Library

No coin nor oath required. For personal study only.

โœฆ Synopsis

This paper is intended to serve as an overview of a rapidly emerging research and applications area. In addition to providing a general overview, motivating the importance of data mining problems within the area of knowledge discovery in databases, our aim is to list some of the pressing research challenges, and outline opportunities for contributions by the optimization research communities. Towards these goals, we include formulations of the basic categories of data mining methods as optimization problems. We also provide examples of successful mathematical programming approaches to some data mining problems.

๐Ÿ“œ SIMILAR VOLUMES

Mathematical methods for knowledge disco
Mathematical methods for knowledge discovery and data mining
โœ Giovanni Felici, Giovanni Felici, Carlo Vercellis ๐Ÿ“‚ Library ๐Ÿ“… 2008 ๐Ÿ› Information Science Reference ๐ŸŒ English โš– 6 MB

The field of data mining has seen a demand in recent years for the development of ideas and results in an integrated structure. **Mathematical Methods for Knowledge Discovery & Data Mining focuses on the mathematical models and methods that support most data mining applications and solution techniqu

Mathematical Methods for Knowledge Disco
Mathematical Methods for Knowledge Discovery and Data Mining
โœ Giovanni Felici, Giovanni Felici, Carlo Vercellis ๐Ÿ“‚ Library ๐Ÿ“… 2008 ๐Ÿ› Information Science Reference ๐ŸŒ English โš– 9 MB

The field of data mining has seen a demand in recent years for the development of ideas and results in an integrated structure. Mathematical Methods for Knowledge Discovery & Data Mining focuses on the mathematical models and methods that support most data mining applications and solution techniques