[PDF][PDF] Enhancing the performance of classifier using particle swarm optimization (PSO)-based dimensionality reduction

D Singh, EJ Leavline, K Valliyappan… - International Journal of …, 2015 - gvpress.com
Nowadays, the massive growth of data makes the data classification a challenging task. The
feature selection is a demanding area to take this challenge and produce the higher …

A survey of particle swarm optimization and random forest based land cover classification

K Shahana, S Ghosh… - … Conference on Computing …, 2016 - ieeexplore.ieee.org
The main objective of the survey is to Study the emerging classifiers like Random Forest
(RF) and Particle Swarm Optimization (PSO) and its application to Satellite Imageries to …

Remote sensing image classification for Jabalpur region using swarm classifiers

S Goel, G Khurana, VK Panchal - International Journal of …, 2018 - inderscienceonline.com
Swarm intelligence algorithms have been widely applied in solving many complex problems
in different domains. In this paper, swarm intelligence-based cuckoo search (CS) and …

A Study of Particle Swarm Optimization based K-means Clustering for Detection of Dental Caries in Dental X-ray Images.

J Kaur, JS Bal - … Journal of Advanced Research in Computer …, 2017 - search.ebscohost.com
Evolutionary computational techniques have been very helpful in solving Bio-medical
related problems. These techniques work on the principle of Artificial Intelligence. In the …

Moth flame optimization for land cover feature extraction in remote sensing images

A Singh, C Chhablani, L Goel - 2017 8th International …, 2017 - ieeexplore.ieee.org
Nature inspired meta heuristics are inspired from the phenomenon which occur in nature.
Wide range bio-inspired algorithms provide good results when applied to various kind of …

[PDF][PDF] Particle swarm optimization based neural network

J Kaur, J Singh - International journal Of Emerging …, 2015 - ijeter.everscience.org
Intelligence means capability of an individual to learn from the environment. There are many
artificial techniques, neural networks, genetic algorithms, fuzzy logic which emphasize on …

[PDF][PDF] An Image Segmentation Based Clustering Technique Applied on Dental Images

J Kaur, J Singh - International Journal Of Emerging Technologies in … - ijeter.everscience.org
Images play a crucial role in various applications of engineering and sciences. With
advancements in image capturing devices such as digital cameras, image scanners, most of …

Reduction of Davies Bouldin index using hybrid clustering algorithm and Naive Bayes Classifier

S Praveena - International Journal of Engineering, Science and …, 2018 - indianjournals.com
This paper presents a hybrid clustering algorithm and Naïve Bayes classifier for region
clustering of trees, shade, building, grass and road. The image is clustered using the hybrid …

[PDF][PDF] Assessment of Shoreline Changes Due to Anthropogenic Activities using Remote Sensing & GIS

MS Kaviraj, KM Kumar - Proceedings of the GEOSPATIAL—2016, 2016 - academia.edu
This is a humble effort to study the coastline/shoreline changes along the coast of Chennai
due to anthropogenic activities such as constructions of harbors, ports, groins, jetties etc …

[PDF][PDF] Earth Observation and Satellite Imagery using ACO and GA

P Gautum, H Kundra - International Jurnal of Advanced Trends in …, 2015 - academia.edu
A Satellite image classification is a significant method used in remote sensing for the
automated analysis and pattern recognition of satellite data, which facilitate the automated …