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SIGKDD
2000
150views more  SIGKDD 2000»
13 years 11 months ago
KDD-Cup 2000 Organizers' Report: Peeling the Onion
We describe KDD-Cup 2000, the yearly competition in data mining. For the first time the Cup included insight problems in addition to prediction problems, thus posing new challenge...
Ron Kohavi, Carla E. Brodley, Brian Frasca, Llew M...
SIGKDD
2000
121views more  SIGKDD 2000»
13 years 11 months ago
Data Snooping, Dredging and Fishing: The Dark Side of Data Mining, A SIGKDD99 Panel Report
This article briefly describes a panel discussion at SIGKDD99. Keywords Overfitting, SIGKDD99, Panels
David Jensen
SIGKDD
2000
75views more  SIGKDD 2000»
13 years 11 months ago
KDD-99: The Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
KDD-99 was the fifth conference in the KDD series attracting over 200 high quality submissions and almost 600 attendees. Here we describe some of the highlights of the technical p...
Surajit Chaudhuri, David Madigan, Usama M. Fayyad
SIGKDD
2000
106views more  SIGKDD 2000»
13 years 11 months ago
Data mining for hypertext: A tutorial survey
With over 800 million pages covering most areas of human endeavor, the World-wide Web is a fertile ground for data mining research to make a di erence to the e ectiveness of infor...
Soumen Chakrabarti
SIGKDD
2000
67views more  SIGKDD 2000»
13 years 11 months ago
Algorithms for Association Rule Mining - A General Survey and Comparison
Jochen Hipp, Ulrich Güntzer, Gholamreza Nakha...
SIGKDD
2000
112views more  SIGKDD 2000»
13 years 11 months ago
Artificial Neural Networks - A Science in Trouble
This article points out some very serious misconceptions about the brain in connectionism and artificial neural networks. Some of the connectionist ideas have been shown to have l...
Asim Roy
SIGKDD
2000
106views more  SIGKDD 2000»
13 years 11 months ago
Data Mining Models as Services on the Internet
The goal of this article is to raise a debate on the usefulness of providing data mining models as services on the internet. These services can be provided by anyone with adequate...
Sunita Sarawagi, Sree Hari Nagaralu
SIGKDD
2000
62views more  SIGKDD 2000»
13 years 11 months ago
A Fine Grained Heuristic to Capture Web Navigation Patterns
José Borges, Mark Levene
SIGKDD
2000
139views more  SIGKDD 2000»
13 years 11 months ago
Support Vector Machines: Hype or Hallelujah?
Support Vector Machines (SVMs) and related kernel methods have become increasingly popular tools for data mining tasks such as classification, regression, and novelty detection. T...
Kristin P. Bennett, Colin Campbell
SIGKDD
2000
103views more  SIGKDD 2000»
13 years 11 months ago
Interface '99: A Data Mining Overview
This personal overview of Interface '99 is intended to communicate its meaning and relevance to SIGKDD, as well as provide valuable information on trends within the Interface...
Arnold Goodman