33 citations · 69 across the 6 of their papers we have counts for
6 papers
Knowledge Map: Toward a New Approach Supporting the Knowledge Management in Distributed Data Mining
Nhien-An Le-Khac, Lamine M. Aouad, M-Tahar Kechadi
Distributed data mining (DDM) deals with the problem of finding patterns or models, called knowledge, in an environment with distributed data and computations. Today, a massive amo…
Performance study of distributed Apriori-like frequent itemsets mining
Lamine M. Aouad, Nhien-An Le-Khac, Tahar M. Kechadi
In this article, we focus on distributed Apriori-based frequent itemsets mining. We present a new distributed approach which takes into account inherent characteristics of this alg…
Toward a Distributed Knowledge Discovery system for Grid systems
Nhien-An Le-Khac, Lamine Aouad, M-Tahar Kechadi
During the last decade or so, we have had a deluge of data from not only science fields but also industry and commerce fields. Although the amount of data available to us is consta…
Variance-based Clustering Technique for Distributed Data Mining Applications
Lamine M. Aouad, Nhien-An Le-Khac, Tahar Kechadi
Nowadays, huge amounts of data are naturally collected in distributed sites due to different facts and moving these data through the network for extracting useful knowledge is almo…
Grid-based Approaches for Distributed Data Mining Applications
Lamine M. Aouad, Nhien-An Le-Khac, Tahar Kechadi
The data mining field is an important source of large-scale applications and datasets which are getting more and more common. In this paper, we present grid-based approaches for tw…
On Detecting Messaging Abuse in Short Text Messages using Linguistic and Behavioral patterns
Alejandro Mosquera, Lamine Aouad, Slawomir Grzonkowski +1
The use of short text messages in social media and instant messaging has become a popular communication channel during the last years. This rising popularity has caused an incremen…