Figure 2 - uploaded by Claudio Lucchese
Content may be subject to copyright.
1: (top) The input transactional dataset D, represented in its horizontal form. (bottom) Lattice of all the frequent itemsets with σ = 1.

1: (top) The input transactional dataset D, represented in its horizontal form. (bottom) Lattice of all the frequent itemsets with σ = 1.

Contexts in source publication

Context 1
... principle, every itemset in powerset P(I) is potentially frequent, and a whole scan of the dataset is required to calculate its exact support. As usual we will use a lattice of itemsets, where node are in lexicographical order, to visualize such search space as in Figure 2.1. ...
Context 2
... recursive projection removes a large portion of the original dataset. Thus, a dataset smaller than the original accompanies each node of the lattice as shown in Fig- ure 2.2. Its reduced size speeds up the support counting step. ...

Similar publications

Article
Full-text available
Image data contain spatial information only, thus making two-dimensional (2D) Convolutional Neural Networks (CNN) ideal for solving image classification problems. On the other hand, video data contain both spatial and temporal information that must be simultaneously analyzed to solve action recognition problems. 3D CNNs are successfully used for th...
Article
Full-text available
The ability to provide diagnostic information for workload performance is of great value in the performance tuning process. Not only can it orient the tuning process by identifying key performance issues, it can also be used to estimate the severity of each performance issue and the potential gain from addressing it. This work investigates the abil...
Conference Paper
Full-text available
Este artigo apresenta o simulador SimuS, desenvolvido para uma arquitetura do processador hipotético Sapiens, especialmente concebido para o ensino de arquitetura de computadores, a partir da experiência adquirida no uso e desenvolvimento do simulador Neanderwin para o processador Neander-X. No processador hipotético Sapiens, a arquitetura e o conj...
Article
Full-text available
The Intel® Itanium® architecture is increasingly becoming one of the major processor architectures present in the market today. Launched in 2001, the Intel Itanium processor was followed in 2002 by the Itanium 2 processor, with increased integer and floating-point performance. Measured by the SPEC CINT2000 benchmarks, the Itanium 2 processor still...

Citations

... The data which comes from vehicle probe sensor is processed by using multiple linear regression in order to get the vehicle traffic behavior. Data which is gathered continuously will get bigger in size [23]. The limitation that can be avoided is the limitation of memory. ...