Improved Kernel Density Estimation Self-organizing Incremental Neural Network to Perform Big Data Analysis

Kernel Density ◽

Big Data Analysis ◽

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) ◽

Precision Pig Farming Image Analysis Using Random Forest and Boruta Predictive Big Data Analysis Using Neural Network and K- Nearest Neighbor

10.1109/iciem51511.2021.9445328 ◽

2021 ◽

Author(s):

S. A. Shaik Mazhar ◽

G. Suseendran

Keyword(s):

Neural Network ◽

Image Analysis ◽

Big Data ◽

Data Analysis ◽

Random Forest ◽

Nearest Neighbor ◽

Big Data Analysis ◽

K Nearest Neighbor ◽

Pig Farming

Deep learning neural network seismic big-data analysis of earthquake correlations in distinct seismic regions

International Journal of Advanced Technology and Engineering Exploration ◽

10.19101/ijatee.2021.874641 ◽

2021 ◽

Vol 8 (84) ◽

Author(s):

Antonios Konstantaras ◽

Nikolaos S. Petrakis ◽

Theofanis Frantzeskakis ◽

Emmanouil Markoulakis ◽

Katerina Kabassi ◽

...

Keyword(s):

Neural Network ◽

Big Data ◽

Deep Learning ◽

Data Analysis ◽

Big Data Analysis ◽

Seismic Regions ◽

Deep Learning Neural Network

SOMKE: Kernel Density Estimation Over Data Streams by Sequences of Self-Organizing Maps

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2012.2201167 ◽

2012 ◽

Vol 23 (8) ◽

pp. 1254-1268 ◽

Cited By ~ 23

Author(s):

Yuan Cao ◽

Haibo He ◽

Hong Man

Keyword(s):

Density Estimation ◽

Data Streams ◽

Kernel Density ◽

Self Organizing Maps ◽

Kernel density estimation with stream data based on self-organizing map

2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems (EAIS) ◽

10.1109/eais.2011.5945929 ◽

2011 ◽

Author(s):

Haibo He ◽

Yuan Cao

Keyword(s):

Density Estimation ◽

Kernel Density ◽

Self Organizing Map ◽

Stream Data ◽

OFS-NN: Optimal Features-Neural Network Based Outlier Detection for Big Data Analysis

Journal of Communications ◽

10.12720/jcm.13.7.396-405 ◽

2018 ◽

pp. 396-405

Author(s):

Karthikeyan G ◽

◽

Balasubramanie P

Keyword(s):

Neural Network ◽

Big Data ◽

Data Analysis ◽

Outlier Detection ◽

Big Data Analysis

2018 11th International Symposium on Computational Intelligence and Design (ISCID) ◽

Power Consumption Interval Prediction Based on Quantile Regression Neural Network and Kernel Density Estimation

10.1109/iscid.2018.10169 ◽

2018 ◽

Author(s):

Haohui Lv ◽

Guandi Chen ◽

Mingbin Deng ◽

Zhiyuan Tan ◽

Wen Hu

Keyword(s):

Neural Network ◽

Power Consumption ◽

Quantile Regression ◽

Density Estimation ◽

Kernel Density ◽

Interval Prediction

2017 12th International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP) ◽

Efficient big data analysis on a single machine using apache spark and self-organizing map libraries

10.1109/smap.2017.8022657 ◽

2017 ◽

Author(s):

David Andresic ◽

Petr Saloun ◽

Ioannis Anagnostopoulos

Keyword(s):

Big Data ◽

Data Analysis ◽

Single Machine ◽

Big Data Analysis ◽

Apache Spark ◽

Self Organizing Map ◽

Contrasting Convolutional Neural Network (CNN) with Multi-Layer Perceptron (MLP) for Big Data Analysis

2018 International Conference on Intelligent and Advanced System (ICIAS) ◽

10.1109/icias.2018.8540626 ◽

2018 ◽

Cited By ~ 4

Author(s):

Abdelaziz Botalb ◽

M. Moinuddin ◽

U. M. Al-Saggaf ◽

Syed S. A. Ali

Keyword(s):

Neural Network ◽

Big Data ◽

Data Analysis ◽

Convolutional Neural Network ◽

Big Data Analysis ◽

Multi Layer Perceptron

Kernel density estimation of three-parameter Weibull distribution with neural network and genetic algorithm

Applied Mathematics and Computation ◽

10.1016/j.amc.2014.09.065 ◽

2014 ◽

Vol 247 ◽

pp. 803-814 ◽

Cited By ~ 4

Author(s):

Fan Yang ◽

Zhufeng Yue

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Weibull Distribution ◽

Density Estimation ◽

Kernel Density

Kernel density estimation-based sampling for neural network classification

10.1109/isncc52172.2021.9615715 ◽

2021 ◽

Author(s):

Firuz Kamalov ◽

Ashraf Elnagar

Keyword(s):

Neural Network ◽

Density Estimation ◽

Kernel Density ◽

Neural Network Classification