Detection of Movement Disorders Using Multi SVM

A. Athisakthi; Dr.M.Pushparani

Detection of Movement Disorders Using Multi SVM

A. Athisakthi * §

Contact

Dr.M.Pushparani

Contact

§ Mother Teresa Womens University

Detection of Movement Disorders Using Multi SVM

Article Fingerprint

ReserarchID

CST79BYM

Detection of Movement Disorders Using Multi SVM Banner

AI TAKEAWAY

Connecting with the Eternal Ground

Abstract

Gait analysis is very significant for early diagnosis of gait diseases and treatment assessment. Gait analysis is used to assess, plan and to treat the individuals with conditions affecting their ability to walk. In recent years, doctors gain more clarity and exact disease assessment by means of machine learning technologies and this has gained much application of gait analysis. The patients suffering from movement disorders such as Parkinson’s disease (PD), Huntington’s disease (HD), and Amyotrophic Lateral Sclerosis (ALS) can best be diagnosed by gait analysis. For these reasons, analysis of the above said diseases are taken into consideration. In this paper we propose an effective method for detection of movement disorders using multi SVM technique.

References

15 Cites in Article

Reference Format

⇑ Masood Banaie A,Mohammad Pooyan B,Mohammad Mikaili B (2010). Introduction and application of an automatic gait recognition method to diagnose movement disorders that arose of similar causes.
James Cutting,Lynn Kozlowski (1977). Recognizing friends by their walk: Gait perception without familiarity cues.
S Prabhakar,S Pankanti,A Jain (2003). Biometric recognition: security and privacy concerns.
K Delac,M Grgic (2004). A survey of biometric recognition methods.
Paul Addison (2002). the Illustrated Wavelet Transform Handbook.
Ali Akansu,Richard Haddad (1992). Orthogonal Transforms.
M Murray,A Drought,Ross Kory (1964). Walking Patterns of Normal Men.
M Richardson,L Johnston (2005). Person recognition from dynamic events: The kinematic specification of individual identity in walking style.
W Vapnik (1995). The Nature of Statistical Learning Theory.
J Wu,J Wang,L Liu (2007). Feature extraction via KPCA for classification of gait patterns.
S Gong,S Mckenna,A Psarrou (2000). Dynamic vision: From images to face recognition.
Paola Cesari,Francesca Chiaromonte,Karl Newell (2007). Support vector machines categorize the scaling of human grip configurations.
C Cheng,R Tutwiler,S Slobounov (2008). Automatic classification of athletes with residual functional deficits following concussion by means of EEG signal using support vector machine.
Norman Ricker (1953). Wavelet contraction, wavelet expansion, and the control of seismic resolution.
D Christopher,Prabhakar Manning,Hinrich Raghavan,Schütze (2008). Introduction to Information Retrieval.

Download References

Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

A. Athisakthi, Dr.M.Pushparani. 1970. "Detection of Movement Disorders Using Multi SVM". Global Journal of Computer Science and Technology - G: Interdisciplinary GJCST-G Volume 13 (GJCST Volume 13 Issue G1).

More Citation Formats

Select Citation Style:

Download Citation

GJCST Volume 13 Issue G1

Explore Journals Explore Volume Read This Issue

Journal Specifications

Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

Keywords

amyotrophic lateral sclerosis huntington’s disease parkinson’s disease

Classification

GJCST-G Classification G.1.2

Submission ReceivedDecember 10, 2012
Peer Review Double Blind
Handling Editor
Accepted January 4, 2013
Published January 15, 2013

Version of record

v1.2

Language

English

Experiance in AR

Explore published articles in an immersive Augmented Reality environment. Our platform converts research papers into interactive 3D books, allowing readers to view and interact with content using AR and VR compatible devices.

View in VR

Read in 3D

Your published article is automatically converted into a realistic 3D book. Flip through pages and read research papers in a more engaging and interactive format.

View in 3D

Article Matrices

Total Score: 147

Country: India

Subject: Global Journal of Computer Science and Technology

Authors: A. Athisakthi, Dr.M.Pushparani (PhD/Dr. count: 1)

View Count (all-time): 414

Total Views (Real + Logic): 9375

Total Downloads (simulated): 765

Publish Date: 2013 01, Tue

Monthly Totals (Real + Logic):

Month 1: 38 views
Month 2: 20 views
Month 3: 60 views
Month 4: 35 views
Month 5: 45 views
Month 6: 47 views
Month 7: 45 views
Month 8: 41 views
Month 9: 37 views
Month 10: 40 views
Month 11: 32 views
Month 12: 12 views
Month 13: 36 views
Month 14: 24 views
Month 15: 34 views
Month 16: 44 views
Month 17: 33 views
Month 18: 26 views
Month 19: 27 views
Month 20: 35 views
Month 21: 14 views
Month 22: 29 views
Month 23: 23 views
Month 24: 17 views
Month 25: 31 views
Month 26: 40 views
Month 27: 45 views
Month 28: 20 views
Month 29: 44 views
Month 30: 24 views
Month 31: 39 views
Month 32: 23 views
Month 33: 36 views
Month 34: 26 views
Month 35: 26 views
Month 36: 32 views
Month 37: 43 views
Month 38: 24 views
Month 39: 40 views
Month 40: 30 views
Month 41: 20 views
Month 42: 37 views
Month 43: 19 views
Month 44: 33 views
Month 45: 32 views
Month 46: 36 views
Month 47: 22 views
Month 48: 24 views
Month 49: 30 views
Month 50: 25 views
Month 51: 25 views
Month 52: 32 views
Month 53: 32 views
Month 54: 41 views
Month 55: 15 views
Month 56: 45 views
Month 57: 23 views
Month 58: 25 views
Month 59: 38 views
Month 60: 39 views
Month 61: 26 views
Month 62: 26 views
Month 63: 34 views
Month 64: 36 views
Month 65: 27 views
Month 66: 19 views
Month 67: 29 views
Month 68: 24 views
Month 69: 33 views
Month 70: 48 views
Month 71: 33 views
Month 72: 39 views
Month 73: 15 views
Month 74: 13 views
Month 75: 32 views
Month 76: 38 views
Month 77: 19 views
Month 78: 24 views
Month 79: 37 views
Month 80: 16 views
Month 81: 33 views
Month 82: 31 views
Month 83: 50 views
Month 84: 31 views
Month 85: 17 views
Month 86: 22 views
Month 87: 37 views
Month 88: 30 views
Month 89: 25 views
Month 90: 22 views
Month 91: 41 views
Month 92: 18 views
Month 93: 14 views
Month 94: 21 views
Month 95: 21 views
Month 96: 30 views
Month 97: 31 views
Month 98: 29 views
Month 99: 12 views
Month 100: 24 views
Month 101: 26 views
Month 102: 20 views
Month 103: 35 views
Month 104: 26 views
Month 105: 31 views
Month 106: 47 views
Month 107: 28 views
Month 108: 29 views
Month 109: 27 views
Month 110: 19 views
Month 111: 30 views
Month 112: 29 views
Month 113: 28 views
Month 114: 25 views
Month 115: 12 views
Month 116: 46 views
Month 117: 27 views
Month 118: 36 views
Month 119: 11 views
Month 120: 39 views
Month 121: 25 views
Month 122: 32 views
Month 123: 44 views
Month 124: 32 views
Month 125: 27 views
Month 126: 16 views
Month 127: 31 views
Month 128: 16 views
Month 129: 36 views
Month 130: 27 views
Month 131: 22 views
Month 132: 17 views
Month 133: 32 views
Month 134: 26 views
Month 135: 39 views
Month 136: 28 views
Month 137: 43 views
Month 138: 27 views
Month 139: 32 views
Month 140: 44 views
Month 141: 40 views
Month 142: 25 views
Month 143: 35 views
Month 144: 29 views
Month 145: 16 views
Month 146: 45 views
Month 147: 32 views
Month 148: 20 views
Month 149: 44 views
Month 150: 55 views
Month 151: 45 views
Month 152: 31 views
Month 153: 28 views
Month 154: 44 views
Month 155: 34 views
Month 156: 16 views
Month 157: 18 views
Month 158: 41 views
Month 159: 25 views
Month 160: 29 views
Month 161: 27 views
Month 162: 47 views
Month 163: 30 views
Month 164: 29 views
Month 165: 33 views

Total Views: 9.4K

Total Downloads: 765

All Trends