CUDT: a CUDA based decision tree algorithm

WT Lo, YS Chang, RK Sheu, CC Chiu… - The Scientific World …, 2014 - Wiley Online Library
Decision tree is one of the famous classification methods in data mining. Many researches
have been proposed, which were focusing on improving the performance of decision tree …

Exploiting efficient and effective lazy Semi-Bayesian strategies for text classification

F Viegas, L Rocha, E Resende, T Salles, W Martins… - Neurocomputing, 2018 - Elsevier
Abstract Automatic Document Classification (ADC) has become the basis of many important
applications, eg, authorship identification, opinion mining, spam filtering, content organizers …

Information systems frontiers: Keyword analysis and classification

CC Bang - Information Systems Frontiers, 2015 - Springer
The current study focuses on the disciplines of ISF researches. The various analyses have
employed to address research discipline of Management Information Systems (MIS). Since …

An efficient and scalable metafeature-based document classification approach based on massively parallel computing

S Canuto, M Gonçalves, W Santos, T Rosa… - Proceedings of the 38th …, 2015 - dl.acm.org
The unprecedented growth of available data nowadays has stimulated the development of
new methods for organizing and extracting useful knowledge from this immense amount of …

Parallel lazy semi-naive bayes strategies for effective and efficient document classification

F Viegas, MA Gonçalves, W Martins… - Proceedings of the 24th …, 2015 - dl.acm.org
Automatic Document Classification (ADC) is the basis of many important applications such
as spam filtering and content organization. Naive Bayes (NB) approaches are a widely used …

GPU accelerated relational hash join operation

N Devarajan, S Navneeth… - … on Advances in …, 2013 - ieeexplore.ieee.org
Most of the modern applications involves organization and quick processing of data which
demands the use of a database management system. GPUs are now considered the future …

Advances in intelligent grid and cloud computing

JJ Jung, YS Chang, Y Liu, CC Wu - Information Systems Frontiers, 2012 - Springer
Grid and Cloud Computing (GCC) frameworks have been one of the most popular research
topics in recent years. These technologies are very important for supporting efficient user …

Enhancing speed of SQL database operations using GPU

RA Patta, AR Kurup, SM Walunj - … International Conference on …, 2015 - ieeexplore.ieee.org
Graphic Processing Unit (GPU), has proved to be an efficient co-processor in the field of
conventional computations. Dramatic acceleration has been achieved in the earlier work on …

Parallel counting sort: A modified of counting sort algorithm

PON Saian - International journal of information technology and …, 2018 - ejournal.uksw.edu
Sorting is one of a classic problem in computer engineer. One well-known sorting algorithm
is a Counting Sort algorithm. Counting Sort had one problem, it can't sort a positive and …

Survey on Query Optimization of GPU database

J Yang, R Gai, L Duan - 2021 IEEE 23rd Int Conf on High …, 2021 - ieeexplore.ieee.org
In the era of artificial intelligence, CPU-driven database is not applicable in terms of data
access speed and processing speed. With ultra-high-speed computing power and ultra …