International Journal of Darshan Institute on Engineering Research & Emerging Technology最新文献_第4页

Influence of Fly Ash Particles on Surface Roughness and Friction Coefficient of Magnesium Metal Composites 粉煤灰颗粒对金属镁复合材料表面粗糙度及摩擦系数的影响

International Journal of Darshan Institute on Engineering Research & Emerging Technology Pub Date : 1900-01-01 DOI: 10.32692/IJDI-ERET/9.1.2020.2003

R. Fono-Tamo

引用次数: 0

Comparison of Detection and Classification of Hard Exudates Using Artificial Neural System vs. SVM Radial Basis Function in Diabetic Retinopathy 人工神经系统与支持向量机径向基在糖尿病视网膜病变中硬渗出物检测与分类的比较

International Journal of Darshan Institute on Engineering Research & Emerging Technology Pub Date : 1900-01-01 DOI: 10.32692/IJDI-ERET/9.1.2020.2004

V. Sudha, T. R. G. Babu, R. Raja

{"title":"Comparison of Detection and Classification of Hard Exudates Using Artificial Neural System vs. SVM Radial Basis Function in Diabetic Retinopathy","authors":"V. Sudha, T. R. G. Babu, R. Raja","doi":"10.32692/IJDI-ERET/9.1.2020.2004","DOIUrl":"https://doi.org/10.32692/IJDI-ERET/9.1.2020.2004","url":null,"abstract":"Diabetic Retinopathy (DR) is a disease that occurs in the eye which results in blindness as it passes to proliferative stage. Diabetes can significantly result in symptoms like blurring of vision, kidney failure, nervous damage. Hence it has become necessary to identify retinal damage that occurs in diabetic eye due to raised glucose level in its initial stage itself. Hence automated detection of anamoly has become very essential. The appearance of crimson and yellow lesions is considered as the earliest symptoms of DR which are called as hemorrhages and exudates. If DR is analysed at initial stage, blindness does not occur. The damage in retina can hinder the light that passes through nerves of the eye leading to visual loss. The motivation behind this research is to reduce the number of false positives by accurate detection which is possible using proposed fuzzy system based on ANN. Though several classifiers are available to detect the exudates this paper makes analysis of support vector machine using radial basis kernel function with proposed ANN technique. Also, adaptive neuro fuzzy inference system segmentation is performed after feature extraction technique, which makes classifer to outperform. The evaluation results showed that proposed artificial neural network based on fuzzy approach attained significant results compared to other classifiers. Moreover, the proposed algorithm has significant accuracy of 94% and minimum error rate has been observed.","PeriodicalId":306244,"journal":{"name":"International Journal of Darshan Institute on Engineering Research & Emerging Technology","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125579390","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Gravity concentration of minerals - natural phenomena and industrial practice 矿物的重力浓缩。自然现象和工业实践

International Journal of Darshan Institute on Engineering Research & Emerging Technology Pub Date : 1900-01-01 DOI: 10.32692/IJDI-ERET/9.2.2020.2002

R. Rao, Y. L. Reddy

引用次数: 0

Stability Analysis of Muscular and Skeletal System of Human’s leg segments (Thigh and Shank) 人体腿段(大腿和小腿)肌肉和骨骼系统的稳定性分析

International Journal of Darshan Institute on Engineering Research & Emerging Technology Pub Date : 1900-01-01 DOI: 10.32692/IJDI-ERET/9.1.2020.2001

Lim Ching Sia, Maharshi J. Dave, J. P. Sharma, T. A. McCarty

引用次数: 1

Chaotic Algorithm for Solving Optimal Reactive Power Problem 求解最优无功问题的混沌算法

International Journal of Darshan Institute on Engineering Research & Emerging Technology Pub Date : 1900-01-01 DOI: 10.32692/IJDI-ERET/9.1.2020.2006

K. Lenin

引用次数: 0

Optimization of Leaf Spring parameters using Taguchi’s DoE 用田口DoE优化钢板弹簧参数

International Journal of Darshan Institute on Engineering Research & Emerging Technology Pub Date : 1900-01-01 DOI: 10.32692/IJDI-ERET/9.1.2020.2002

J. Barnabas

引用次数: 1

Study and Investigation of the Nature of Metallic Destruction in Crude Oils 原油中金属破坏性质的研究与探讨

International Journal of Darshan Institute on Engineering Research & Emerging Technology Pub Date : 1900-01-01 DOI: 10.32692/ijdi-eret/8.2.2019.1902

S. Aluvihara, J. Premachandra

引用次数: 0