Apache spark based distributed self-organizing map algorithm for sensor data analysis

IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon.2017.8217465 ◽

2017 ◽

Cited By ~ 2

Author(s):

Madhura Jayaratne ◽

Damminda Alahakoon ◽

Daswin De Silva ◽

Xinghuo Yu

Keyword(s):

Data Analysis ◽

Apache Spark ◽

Sensor Data ◽

Self Organizing Map ◽

Map Algorithm ◽

Self Organizing

Download Full-text

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

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

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 ◽

Self Organizing

Download Full-text

A Hybrid Differential Evolution Self-Organizing-Map Algorithm for Optimization of Expensive Black-box Functions

15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference ◽

10.2514/6.2014-2730 ◽

2014 ◽

Cited By ~ 3

Author(s):

Shreyas Vathul Subramanian ◽

Daniel A. DeLaurentis

Keyword(s):

Differential Evolution ◽

Black Box ◽

Self Organizing Map ◽

Map Algorithm ◽

Self Organizing

Download Full-text

Combining the Self-Organizing Map and K-Means Clustering for On-Line Classification of Sensor Data

Artificial Neural Networks — ICANN 2001 - Lecture Notes in Computer Science ◽

10.1007/3-540-44668-0_65 ◽

2001 ◽

pp. 464-469 ◽

Cited By ~ 21

Author(s):

Kristof Van Laerhoven

Keyword(s):

The Self ◽

Sensor Data ◽

Self Organizing Map ◽

On Line ◽

Line Classification ◽

Self Organizing

Download Full-text

The Data Analysis of Stock Market Using a Frequency Integrated Spherical Hidden Markov Self Organizing Map

Communications in Computer and Information Science - Intelligence in the Era of Big Data ◽

10.1007/978-3-662-46742-8_18 ◽

2015 ◽

pp. 195-204 ◽

Cited By ~ 1

Author(s):

Gen Niina ◽

Tatsuya Chuuto ◽

Hiroshi Dozono ◽

Kazuhiro Muramatsu

Keyword(s):

Data Analysis ◽

Stock Market ◽

Hidden Markov ◽

Self Organizing Map ◽

Self Organizing

Download Full-text

Characterization of variability of air particulate matter size profiles recorded by optical particle counters near a complex emissive source by use of Self-Organizing Map algorithm

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2019.05.008 ◽

2019 ◽

Vol 190 ◽

pp. 48-54 ◽

Cited By ~ 2

Author(s):

S. Licen ◽

S. Cozzutto ◽

G. Barbieri ◽

M. Crosera ◽

G. Adami ◽

...

Keyword(s):

Particulate Matter ◽

Self Organizing Map ◽

Use Of Self ◽

Air Particulate Matter ◽

Map Algorithm ◽

Air Particulate ◽

Self Organizing

Download Full-text

A Mathematical Improvement of the Self-Organizing Map Algorithm

Proceedings from the International Conference on Advances in Engineering and Technology ◽

10.1016/b978-008045312-5/50057-1 ◽

2006 ◽

pp. 522-531 ◽

Cited By ~ 1

Author(s):

Tonny J. Oyana ◽

Luke E.K. Achenie ◽

Ernesto Cuadros-Vargas ◽

Patrick A. Rivers ◽

Kara E. Scott

Keyword(s):

The Self ◽

Self Organizing Map ◽

Map Algorithm ◽

Self Organizing

Download Full-text

A Fast Self-Organizing Map Algorithm for Handwritten Digit Recognition

Lecture Notes in Electrical Engineering - Multimedia and Ubiquitous Engineering ◽

10.1007/978-94-007-6738-6_23 ◽

2013 ◽

pp. 177-183 ◽

Cited By ~ 3

Author(s):

Yimu Wang ◽

Alexander Peyls ◽

Yun Pan ◽

Luc Claesen ◽

Xiaolang Yan

Keyword(s):

Self Organizing Map ◽

Handwritten Digit Recognition ◽

Map Algorithm ◽

Digit Recognition ◽

Handwritten Digit ◽

Self Organizing

Download Full-text

Color image segmentation using a self-organizing map algorithm

Journal of Electronic Imaging ◽

10.1117/1.1455007 ◽

2002 ◽

Vol 11 (2) ◽

pp. 136 ◽

Cited By ~ 13

Author(s):

Yung-Sheng Chen

Keyword(s):

Image Segmentation ◽

Color Image ◽

Color Image Segmentation ◽

Self Organizing Map ◽

Map Algorithm ◽

Self Organizing

Download Full-text

Using a self-organizing map algorithm to detect age-related changes in functional connectivity during rest in autism spectrum disorders

Brain Research ◽

10.1016/j.brainres.2010.10.102 ◽

2011 ◽

Vol 1380 ◽

pp. 187-197 ◽

Cited By ~ 64

Author(s):

Jillian Lee Wiggins ◽

Scott J. Peltier ◽

Samantha Ashinoff ◽

Shih-Jen Weng ◽

Melisa Carrasco ◽

...

Keyword(s):

Autism Spectrum Disorders ◽

Functional Connectivity ◽

Autism Spectrum ◽

Self Organizing Map ◽

Map Algorithm ◽

Age Related ◽

Spectrum Disorders ◽

Age Related Changes ◽

Self Organizing

Download Full-text

Self-organizing map as a new method for clustering and data analysis

Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan) ◽

10.1109/ijcnn.1993.714219 ◽

2005 ◽

Cited By ~ 3

Author(s):

Xuegong Zhang ◽

Yanda Li

Keyword(s):

Data Analysis ◽

New Method ◽

Self Organizing Map ◽

Self Organizing

Download Full-text