Data mining is a new field of computer science with a wide range of applications. Its goal is to extract knowledge from massive datasets in a human-understandable structure, for …
Field-programmable gate arrays (FPGAs) were invented by Xilinx in 1985, ie, about 35 years ago. Currently, they are part of heterogeneous computer platforms that combine different …
A two-dimensional Ising model with nearest-neighbors ferromagnetic interactions is implemented in a Field Programmable Gate Array (FPGA) board. Extensive Monte Carlo …
MM Rashid, I Gondal… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Mining interesting knowledge from the huge amount of data gathered from WSNs is a challenge. Works reported in literature use support metric-based sensor association rules …
Abstract Frequent Itemsets Mining is a Data Mining technique that has been employed to extract useful knowledge from datasets and, more recently, also from data streams. Data …
In this article we describe a Field Programmable Gate Array (FPGA)-based coprocessor architecture for Frequent Itemset Mining (FIM). FIM is a common data mining task used to …
A Ebrahim, J Khalifat - IET Computers & Digital Techniques, 2023 - Wiley Online Library
Two methods are presented for finding the top‐k items in data streams using Field Programmable Gate Arrays (FPGAs). These methods deploy two variants of a novel …
D Savage, X Zhang, P Chou, X Yu… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
In this paper we propose a novel algorithm for mining contrast patterns using a distributed, map-reduce like framework. Contrast patterns describe differences between contrasted data …
This paper explores distributed computing systems that may be used efficiently in information processing that is frequently needed in electronic, environmental, medical, and …