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Incremental Hierarchical Clustering driven Automatic Annotations for Unifying IoT Streaming Data
In the Internet of Things (IoT), Cyber-Physical Systems (CPS), and sensor technologies huge and variety of streaming sensor data is generated. The unification of streaming sensor data is a challenging problem. Moreover, ...
An Automatic Merge Technique to Improve the Clustering Quality Performed by LAMDA
(Institute of Electrical and Electronics Engineers Inc., 2020-01-01)
Clustering is a research challenge focused on discovering knowledge from data samples whose goal is to build good quality partitions. In this paper is proposed an approach based on LAMDA (Learning Algorithm for Multivariable ...
Automatic visual dictionary generation through optimum-path forest clusteringautomatic visual dictionary generation through optimum-path forest clustering
(Ieee, 2012-01-01)
Image categorization by means of bag of visual words has received increasing attention by the image processing and vision communities in the last years. In these approaches, each image is represented by invariant points ...
Automatic aspect discrimination in data clustering
(ELSEVIER SCI LTDOXFORD, 2012)
The attributes describing a data set may often be arranged in meaningful subsets, each of which corresponds to a different aspect of the data. An unsupervised algorithm (SCAD) that simultaneously performs fuzzy clustering ...
Laboratory evaluation of a fully automatic modal identification algorithm using automatic hierarchical clustering approach
(Elsevier, 2017)
Earth has been a traditional building material to construct structures in many different continents. In particular, adobe buildings are
widely diffused in South America, and in Peru where form part of the cultural identity ...
Discovering knowledge from data clustering using automatically defined interval type-2 fuzzy predicates
(Pergamon-Elsevier Science Ltd., 2017-02)
In data clustering fuzzy predicates act as cluster descriptors providing linguistically expressed knowledge which indicates how features are related to each cluster. Fuzzy predicates directly and automatically obtained ...
Automatic visual dictionary generation through Optimum-Path Forest clustering
(2012-12-01)
Image categorization by means of bag of visual words has received increasing attention by the image processing and vision communities in the last years. In these approaches, each image is represented by invariant points ...
Automatic visual dictionary generation through Optimum-Path Forest clustering
(2012-12-01)
Image categorization by means of bag of visual words has received increasing attention by the image processing and vision communities in the last years. In these approaches, each image is represented by invariant points ...
Clustering analysis for automatic certification of LMS strategies in a university virtual campus
In recent years, the use of Learning Management Systems (LMS) has grown considerably.
This has had a strong effect on the learning process, particularly in higher education. Most universities
incorporate LMS as a complement ...