Study of dimension reduction methodologies in data mining

N Sharma, K Saroha - International conference on computing …, 2015 - ieeexplore.ieee.org
The data mining applications such as bioinformatics, risk management, forensics etc.,
involves very high dimensional dataset. Due to large number of dimensions, a well known …

A novel dimensionality reduction method for cancer dataset using PCA and feature ranking

N Sharma, K Saroha - 2015 International Conference on …, 2015 - ieeexplore.ieee.org
In data mining, a well known problem of “Curse of Dimensionality” occurs due to presence of
large number of dimensions in a dataset. This problem leads to reduced accuracy of …

Learning-based text classifiers using the Mahalanobis distance for correlated datasets

N Srivastava, S Rao - International Journal of Big Data …, 2016 - inderscienceonline.com
We present a novel approach to text categorisation with the aid of the Mahalanobis distance
measure for classification. For correlated datasets, classification using the Euclidean …

Recommendation of Marketplace using Filter-based Model for Farmers

SN Joshi, AB Manwar - 2024 2nd DMIHER International …, 2024 - ieeexplore.ieee.org
Agriculture and related industries are vital for rural employment and income, contributing
significantly to the country's economy. However, agricultural productivity in India lags behind …

Condition Monitoring of Transformer Bushings Using Computational Intelligence

JT Maumela - arxiv preprint arxiv:2204.10193, 2022 - arxiv.org
Dissolved Gas-in-oil analysis (DGA) is used to monitor the condition of bushings on large
power transformers. There are different techniques used in determining the conditions from …

[PDF][PDF] A novel soil profile feature reduction model using principal component analysis

A Kumar, N Kannathasan - Indian J. Sci. Tech, 2015 - researchgate.net
A Novel Soil Profile Feature Reduction Model using Principal Component Analysis Page 1
Indian Journal of Science and Technology, Vol 8(29), IPL0668, November 2015 ISSN (Print) …

Impact Assessment on the Factors Affecting the Crop Yield Using Data Analytics and Principal Component Analysis

B Panigrahi, KCR Kathala… - Recent Trends in …, 2023 - taylorfrancis.com
Everyone needs agriculture to survive. It's the only industry that benefits the country beyond
agriculture. It provides food, raw materials, and jobs to a large section of the people. Archaic …

[HTML][HTML] Análisis de reducción de dimensiones para el reconocimiento de actividades físicas humanas usando fusión multimodal

D Rengifo Almanza, A Calvo Salcedo… - … . Revista chilena de …, 2021 - SciELO Chile
El reconocimiento automático de actividades físicas humanas es una tarea importante en
aplicaciones de visión por computador. Los enfoques robustos que utilizan unos o varios …

Adoption of an automated fare collection system: a taxi owner's perspectives

P Muwanula - ujcontent.uj.ac.za
Adoption of an automated fare collection system : a taxi owner’s perspectives - University of
Johannesburg Logo image Menu Outputs Sign in Back Adoption of an automated fare collection …

[BUCH][B] Condition Monitoring of Transformer Bushings Using Computational Intelligence: Focus on Attribute Reduction

JT Maumela - 2013 - search.proquest.com
Dissolved Gas-in-oil analysis (DGA) is used to monitor the condition of bushings on large
power transformers. There are different techniques used in determining the conditions from …