Mining co-location patterns from spatial databases may disclose the types of spatial features which are likely located as neighbours in space. Accordingly, we presented an algorithm previously for mining spatially co-located moving objects using spatial data mining techniques and Prim's Algorithm. In the previous technique, the scanning of database to mine the spatial co-location patterns took ...

The emergence of cloud computing solves the problems that traditional data mining algorithms encounter when dealing with large data. This paper studies the FP-Growth algorithm and proposes a parallel linked list-based FPG algorithm based on MapReduce programming model, named as the PLFPG algorithm. And then it describes the main idea of algorithm. Finally, by using different data sets to test t...

BACKGROUND Family Planning (FP) program in Pakistan has been struggling to achieve the desired indicators. Despite a well-timed initiation of the program in late 50s, fertility decline has been sparingly slow. As a result, rapid population growth is impeding economic development in the country. A high population growth rate, the current fertility rate, a stagnant contraceptive prevalence rate a...

Discovery of frequent itemsets is a very important data mining problem with numerous applications. Frequent itemset mining is often regarded as advanced querying where a user specifies the source dataset and pattern constraints using a given constraint model. A significant amount of research on frequent itemset mining has been done so far, focusing mainly on developing faster complete mining al...

Rare association rule refers to an association rule forming between frequent and rare items or among rare items. CFPgrowth approach is used to mine frequent patterns using multiple minimum support (minsup) values. This approach is an extension of FP-growth approach to multiple minsup values. This approach involves construction of MIS-tree and generating frequent patterns from the MIS-tree. The ...

-------------------------------------------------------------------ABSTRACT--------------------------------------------------------------Mining Frequent Patterns is one of the primary step in Association Rule Mining (ARM). ARM always aims to produce relationships between different attributes of a database. Sometimes we may require including the weights (or significance) of different attributes ...

Salah satu cara yang dilakukan pemilik coffee shop untuk dapat bersaing seiring peningkatan persaingan adalah dengan menyediakan varian menu kopi beragam. Bahan baku apabila disimpan terlalu lama mengakibatkan berkurangnya kualitas dan aroma harus bahan secara tepat menghindari kerugian. Pada Penelitian ini, kami mencoba menambahkan data cuaca terhadap pola penjualan menggunakan metode associat...