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# FIMI '03
Workshop on Frequent Itemset Mining Implementations

### Proceedings of the IEEE ICDM Workshop on
Frequent Itemset Mining Implementations
Melbourne, Florida, USA, November 19, 2003

Edited by

### Bart Goethals, HIIT Basic Research Unit, Finland
Mohammed J. Zaki, Rensselaer Polytechnic Institute, USA

All sources of the implementations described in the accepted papers can be found on the FIMI repository:
http://fimi.cs.helsinki.fi/ (mirror)

## Table of Contents

- Advances in Frequent Itemset Mining Implementations: Introduction to FIMI03
  Bart Goethals and Mohammed J. Zaki
- A fast APRIORI implementation
  Ferenc Bodon
- Efficient Implementations of Apriori and Eclat
  Christian Borgelt
- Detailed Description of an Algorithm for Enumeration of Maximal Frequent Sets with Irredundant Dualization
  Takeaki Uno and Ken Satoh
- Probabilistic Iterative Expansion of Candidates in Mining Frequent Itemsets
  Attila Gyenesei and Jukka Teuhola
- Intersecting data to closed sets with constraints
  Taneli Mielikäinen
- ARMOR: Association Rule Mining based on ORacle
  Vikram Pudi and Jayant Haritsa
- AIM: Another Itemset Miner
  Amos Fiat and Sagi Shporer
- LCM: An Efficient Algorithm for Enumerating Frequent Closed Item Sets
  Takeaki Uno, Tatsuya Asai, Yuzo Uchida, and Hiroki Arimura
- MAFIA: A Performance Study of Mining Maximal Frequent Itemsets
  Doug Burdick, Manuel Calimlim, Jason Flannick, Johannes Gehrke, and Tomi Yiu
- kDCI: a Multi-Strategy Algorithm for Mining Frequent Sets
  Salvatore Orlando, Claudio Lucchese, Paolo Palmerini, Raffaele Perego, and Fabrizio Silvestri
- Apriori, A Depth First Implementation
  Walter A. Kosters and Wim Pijls
- AFOPT: An Efficient Implementation of Pattern Growth Approach
  Guimei Liu, Hongjun Lu, Jeffrey Xu Yu, Wang Wei, and Xiangye Xiao
- Efficiently Using Prefix-trees in Mining Frequent Itemsets
  Gösta Grahne and Jianfei Zhu
- COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation
  Osmar R. Zaïane and Mohammed El-Hajj
- Mining Frequent Itemsets using Patricia Tries
  Andrea Pietracaprina and Dario Zandolin

submitted by B. Goethals, November 29, 2003
last change: 23-Jan-2004 by B. Goethals (corrected title)