2007 |
14 | EE | Mohammad El-Hajj,
Jiyang Chen,
Osmar R. Zaïane,
Randy Goebel:
Constraint-Based Mining of Web Page Associations.
Australian Conference on Artificial Intelligence 2007: 315-326 |
2006 |
13 | EE | Mohammad El-Hajj,
Osmar R. Zaïane:
Parallel Leap: Large-Scale Maximal Pattern Mining in a Distributed Environment.
ICPADS (1) 2006: 135-142 |
12 | EE | Mohammad El-Hajj,
Osmar R. Zaïane:
Parallel Bifold: Large-scale parallel pattern mining with constraints.
Distributed and Parallel Databases 20(3): 225-243 (2006) |
2005 |
11 | EE | Mohammad El-Hajj,
Osmar R. Zaïane:
Finding All Frequent Patterns Starting from the Closure.
ADMA 2005: 67-74 |
10 | EE | Mohammad El-Hajj,
Osmar R. Zaïane:
Mining with Constraints by Pruning and Avoiding Ineffectual Processing.
Australian Conference on Artificial Intelligence 2005: 1001-1004 |
9 | EE | Osmar R. Zaïane,
Mohammad El-Hajj,
Yi Li,
Stella Luk:
Scrutinizing Frequent Pattern Discovery Performance.
ICDE 2005: 1109-1110 |
8 | EE | Mohammad El-Hajj,
Osmar R. Zaïane,
Paul Nalos:
Bifold Constraint-Based Mining by Simultaneous Monotone and Anti-Monotone Checking.
ICDM 2005: 146-153 |
7 | EE | Osmar R. Zaïane,
Mohammad El-Hajj:
Pattern lattice traversal by selective jumps.
KDD 2005: 729-735 |
2004 |
6 | EE | Mohammad El-Hajj,
Osmar R. Zaïane:
COFI approach for mining frequent itemsets revisited.
DMKD 2004: 70-75 |
2003 |
5 | EE | Mohammad El-Hajj,
Osmar R. Zaïane:
Parallel Association Rule Mining with Minimum Inter-Processor Communication.
DEXA Workshops 2003: 519-523 |
4 | EE | Mohammad El-Hajj,
Osmar R. Zaïane:
Non-recursive Generation of Frequent K-itemsets from Frequent Pattern Tree Representations.
DaWaK 2003: 371-380 |
3 | EE | Osmar R. Zaïane,
Mohammad El-Hajj:
COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation.
FIMI 2003 |
2 | EE | 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 |
2001 |
1 | EE | Osmar R. Zaïane,
Mohammad El-Hajj,
Paul Lu:
Fast Parallel Association Rule Mining without Candidacy Generation.
ICDM 2001: 665-668 |