Survey on Early Detection of Autism Using Data Mining Techniques
DOI:
https://doi.org/10.14419/ijet.v7i2.24.12003Keywords:
Autism Spectrum Disorder, J48, Decision Tree, SVM, IB1Abstract
The children of today are the future of the nation and there are many hurdles in their development like ASD.ASD (Autism Spectrum Disorder) is a neurological disorder which has a lifetime impact on the basic skills and talents of a human being. The foremost goal of the paper is to know the number of people suffering from autism and the various symptoms of autism. Â
Â
ÂReferences
[1] G. Leroy, A. Irmscher, and M.H. Charlop-Christy, "Data Mining Techniques to Study Therapy Success with Autistic Children", 2006 International Conference on Data Mining, 26 - 29 June 2006, Monte Carlo Resort, Las Vegas, USA.
[2] Joao F. Santos, Nirit Brosh, Tiago H. Falk, Lonnie Zwaigenbaum, Susan E. Bryson, Wendy Roberts, Isabel M. Smith, Peter Szatmari and Jessica A. Brian, “ Very Early Detection of Autism Spectrum Disorders Based on Acoustic Analysis of Pre-Verbal Vocalizations of 18-Month Old Toddlers,†IEEE International Conference on Acoustics Speech and Signal Processing, pp. 7567-7571, 2013.
[3] L.E. Libero, T.P. DeRamus, A.C. Lahti, G.Deshpande , and R.K. Kana, ‘Multimodal neuroimaging based classification of autism spectrum disorder using anatomical, neurochemical, and white matter correlates’ .Cortex, vol. 66, 2015, pp. 46-59.
[4] M. S. Mythili & A. R. Mohamed Shanavas, “A Study on Autism Spectrum Disorder using Classification Techniques,†International Journal of Soft Computing and Engineering, vol.04, pp. 88-91, 2014.
[5] M. S. Mythili & A. R. Mohamed Shanavas, “An Improved Feature Selection (IFS) Algorithm for Detecting Autistic Children Learning Skills,†Bioscience Biotechnology Research Asia, vol.12, pp. 499-505, 2015.
[6] Siriwan Sunsirikul & Tiranee Achalakul, “ Associative Classification Mining in the Behavior Study of Autism Spectrum Disorder,†IEEE International Conference on Computer and Automation Engineering, vol.03, pp. 279-283, 2010.s
[7] Sumi Simon, Chandra J and Saravanan N, “Empirical Evaluation of Data Mining Classification Methods for Autistic Childrenâ€.
[8] T. Padmapriya, V.Saminadan, “Performance Improvement in long term Evolution-advanced network using multiple imput multiple output techniqueâ€, Journal of Advanced Research in Dynamical and Control Systems, Vol. 9, Sp-6, pp: 990-1010, 2017.
[9] S.V.Manikanthan and K.Baskaran “Low Cost VLSI Design Implementation of Sorting Network for ACSFD in Wireless Sensor Networkâ€, CiiT International Journal of Programmable Device Circuits and Systems,Print: ISSN 0974 – 973X & Online: ISSN 0974 – 9624, Issue : November 2011, PDCS112011008.
[10] T. Padmapriya and V. Saminadan, “Distributed Load Balancing for Multiuser Multi-class Traffic in MIMO LTE-Advanced Networksâ€, Research Journal of Applied Sciences, Engineering and Technology (RJASET) - Maxwell Scientific Organization , ISSN: 2040-7459; e-ISSN: 2040-7467, vol.12, no.8, pp:813-822, April 2016.
[11] S.V.Manikanthan and K.srividhya "An Android based secure access control using ARM and cloud computing", Published in: Electronics and Communication Systems (ICECS), 2015 2nd International Conference on 26-27 Feb. 2015, Publisher:IEEE, DOI:10.1109/ECS.2015.7124833.
Downloads
How to Cite
Received date: April 24, 2018
Accepted date: April 24, 2018
Published date: April 25, 2018