Advances in Knowledge Discovery and Data Mining

JOURNAL ARTICLE published February 1998 in Technometrics

Authors: Eric R. Ziegel | Usama M. Fayyad | Gregory Piatetski-Shapiro | Padhraic Smyth | Ramasamy Uthurusamy

Data mining and knowledge discovery in databases

JOURNAL ARTICLE published November 1996 in Communications of the ACM

Authors: Usama Fayyad | Ramasamy Uthurusamy

The KDD process for extracting useful knowledge from volumes of data

JOURNAL ARTICLE published November 1996 in Communications of the ACM

Authors: Usama Fayyad | Gregory Piatetsky-Shapiro | Padhraic Smyth

Summary from the KDD-03 panel

JOURNAL ARTICLE published December 2003 in ACM SIGKDD Explorations Newsletter

Authors: Usama M. Fayyad | Gregory Piatetsky-Shapiro | Ramasamy Uthurusamy

Data mining and knowledge discovery 1996 to 2005: overcoming the hype and moving from “university” to “business” and “analytics”

JOURNAL ARTICLE published August 2007 in Data Mining and Knowledge Discovery

Authors: Gregory Piatetsky-Shapiro

The Journey of Knowledge Discovery

BOOK CHAPTER published 2012 in Journeys to Data Mining

Authors: Gregory Piatetsky-Shapiro

Figure 1: An overview of the steps composing the KDD process, as presented in Fayyad, Piatetsky-Shapiro & Smyth (1996a, 1996c).

COMPONENT published

Value-based data mining and web mining for CRM

PROCEEDINGS ARTICLE published 26 August 2001 in Tutorial notes of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining

Authors: Steve Gallant | Gregory Piatetsky-Shapiro | Ming Tan

Value-based data mining and web mining for CRM

PROCEEDINGS ARTICLE published 2001 in Tutorial notes of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '01

Authors: Steve Gallant | Gregory Piatetsky-Shapiro | Ming Tan

Estimating campaign benefits and modeling lift

PROCEEDINGS ARTICLE published August 1999 in Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining

Authors: Gregory Piatetsky-Shapiro | Brij Masand

Capturing best practice for microarray gene expression data analysis

PROCEEDINGS ARTICLE published 24 August 2003 in Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining

Authors: Gregory Piatetsky-Shapiro | Tom Khabaza | Sridhar Ramaswamy

Data mining and knowledge discovery: The third generation

BOOK CHAPTER published 1997 in Lecture Notes in Computer Science

Authors: Gregory Piatetsky-Shapiro

Capturing best practice for microarray gene expression data analysis

PROCEEDINGS ARTICLE published 2003 in Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '03

Authors: Gregory Piatetsky-Shapiro | Tom Khabaza | Sridhar Ramaswamy

Editorial

JOURNAL ARTICLE published March 2004 in Data Mining and Knowledge Discovery

Authors: Usama M. Fayyad | Heikki Mannila | Raghu Ramakrishnan

Editorial

JOURNAL ARTICLE published January 2004 in Data Mining and Knowledge Discovery

Authors: Usama M. Fayyad | Heikki Mannila | Raghu Ramakrishnan

Data Mining Grand Challenges

BOOK CHAPTER published 2004 in Advances in Knowledge Discovery and Data Mining

Authors: Usama Fayyad

Is there a grand challenge or X-prize for data mining?

PROCEEDINGS ARTICLE published 20 August 2006 in Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining

Authors: Gregory Piatetsky-Shapiro | Robert Grossman | Chabane Djeraba | Ronen Feldman | Lise Getoor | Mohammed Zaki

Data mining and knowledge discovery in business databases

BOOK CHAPTER published 1996 in Lecture Notes in Computer Science

Authors: Gregory Piatetsky-Shapiro

An introduction to SIGKDD and a reflection on the term 'data mining'

JOURNAL ARTICLE published May 2012 in ACM SIGKDD Explorations Newsletter

Authors: Gregory Piatetsky-Shapiro | Usama Fayyad

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: Usama Fayyad