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Mohammad El-Hajj

Papers on DiSC'06


Scrutinizing Frequent Pattern Discovery Performance

Bifold Constraint-Based Mining by Simultaneous Monotone and Anti-Monotone Checking

Publications


Note: Links lead to the DBLP on the Web.

Mohammad El-Hajj

Mohammad El-Hajj, Osmar R. Zaïane : Finding All Frequent Patterns Starting from the Closure. ADMA 2005 : 67-74

Mohammad El-Hajj, Osmar R. Zaïane : Mining with Constraints by Pruning and Avoiding Ineffectual Processing. Australian Conference on Artificial Intelligence 2005 : 1001-1004

Osmar R. Zaïane , Mohammad El-Hajj, Yi Li , Stella Luk : Scrutinizing Frequent Pattern Discovery Performance. ICDE 2005 : 1109-1110

Mohammad El-Hajj, Osmar R. Zaïane , Paul Nalos : Bifold Constraint-Based Mining by Simultaneous Monotone and Anti-Monotone Checking. ICDM 2005 : 146-153

Osmar R. Zaïane , Mohammad El-Hajj: Pattern lattice traversal by selective jumps. KDD 2005 : 729-735

Mohammad El-Hajj, Osmar R. Zaïane : COFI approach for mining frequent itemsets revisited. DMKD 2004 : 70-75

Mohammad El-Hajj, Osmar R. Zaïane : Parallel Association Rule Mining with Minimum Inter-Processor Communication. DEXA Workshops 2003 : 519-523

Mohammad El-Hajj, Osmar R. Zaïane : Non-recursive Generation of Frequent K-itemsets from Frequent Pattern Tree Representations. DaWaK 2003 : 371-380

Osmar R. Zaïane , Mohammad El-Hajj: COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation. FIMI 2003

Mohammad El-Hajj, Osmar R. Zaïane : Inverted matrix: efficient discovery of frequent items in large datasets in the context of interactive mining. KDD 2003 : 109-118

Osmar R. Zaïane , Mohammad El-Hajj, Paul Lu : Fast Parallel Association Rule Mining without Candidacy Generation. ICDM 2001 : 665-668

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