2018 International Conference on Computer Communication and Informatics (ICCCI)最新文献_第2页

Automatic Music Genre Classification using Convolution Neural Network 基于卷积神经网络的音乐类型自动分类

2018 International Conference on Computer Communication and Informatics (ICCCI) Pub Date : 1900-01-01 DOI: 10.1109/ICCCI.2018.8441340

S. Vishnupriya, K. Meenakshi

引用次数: 47

High Performance VLSI Architecture for Transpose Form FIR Filter using Integrated Module 基于集成模块的转置型FIR滤波器的高性能VLSI架构

2018 International Conference on Computer Communication and Informatics (ICCCI) Pub Date : 1900-01-01 DOI: 10.1109/ICCCI.2018.8441478

Ankit Upadhyay, Prof. Uday Panwar

引用次数: 1

Heart Disease Prediction System using CART-C 基于CART-C的心脏病预测系统

2018 International Conference on Computer Communication and Informatics (ICCCI) Pub Date : 1900-01-01 DOI: 10.1109/ICCCI.2018.8441272

Priyal Chotwani, A. Tiwari, V. Deep, Purushottam Sharma

{"title":"Heart Disease Prediction System using CART-C","authors":"Priyal Chotwani, A. Tiwari, V. Deep, Purushottam Sharma","doi":"10.1109/ICCCI.2018.8441272","DOIUrl":"https://doi.org/10.1109/ICCCI.2018.8441272","url":null,"abstract":"cardiovascular illness is the most widely recognized infection and many individuals are experiencing this malady from an extremely youthful age. It is the enormous purpose behind mortality. Accordingly it is imperative to analyze the issue and treat it on time before it turns out to be deadly. It is elusive the able specialists nowadays and also even a pro doesn't know about all the sub claim to fame so there is the need of computerized framework which can analyze the issue. A computerized framework will help in indicating how lethal the issue is and how soon it should be dealt with. This will likewise decrease the endeavors of a specialist to assemble all the moment subtle elements of the individual to look for the issue inside and out. Subsequently by diminishing time and exertion of a specialist and giving exact outcomes, this sickness can be dealt with on time and a man's life can be spared A robotized framework in healthful analysis would upgrade restorative care and it will likewise reduce prices. During this examination, we've got composed a framework that may proficiently notice the tenets to foresee the hazard level of patients seeable of the given parameter regarding their wellbeing. The rules are often organized in lightweight of the client's necessity. The execution of the framework is assessed as way as grouping accuracy and therefore the outcomes demonstrates that the framework has awing potential in foreseeing the coronary hazard level all the additional exactly.","PeriodicalId":141663,"journal":{"name":"2018 International Conference on Computer Communication and Informatics (ICCCI)","volume":"34 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":"124416832","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: 4

Optimization of PID controller for Automatic voltage regulator system using Taguchi method 用田口法优化自动调压系统的PID控制器

2018 International Conference on Computer Communication and Informatics (ICCCI) Pub Date : 1900-01-01 DOI: 10.1109/ICCCI.2018.8441211

P. Sonawane, V. Savakhande, M. Chewale, R. Wanjari

引用次数: 5

Non-Isolated Enormous-Voltage-Boosting DC-DC Converter for High Step-up Application 用于高升压应用的非隔离大升压DC-DC变换器

2018 International Conference on Computer Communication and Informatics (ICCCI) Pub Date : 1900-01-01 DOI: 10.1109/ICCCI.2018.8441288

V. Savakhande, M. Chewale, P. Sonawane, R. Wanjari

引用次数: 0

UPQC using eight switch power converter for power quality enhancement and voltage sag alleviation UPQC采用八开关电源变换器，提高电能质量，减轻电压凹陷

2018 International Conference on Computer Communication and Informatics (ICCCI) Pub Date : 1900-01-01 DOI: 10.1109/ICCCI.2018.8441345

R. Wanjari, V. Savakhande, M. Chewale, P. Sonawane

引用次数: 0

Performance Analysis of 8 Channel DWDM Systems via Dispersion Compensation Fiber Using NRZ, RZ, CSRZ Modulation Schemes 采用NRZ、RZ、CSRZ调制方案的8通道色散补偿光纤DWDM系统性能分析

2018 International Conference on Computer Communication and Informatics (ICCCI) Pub Date : 1900-01-01 DOI: 10.1109/ICCCI.2018.8441500

R. Mishra, N. K. Shukla, M. Atif, C. Dwivedi

{"title":"Performance Analysis of 8 Channel DWDM Systems via Dispersion Compensation Fiber Using NRZ, RZ, CSRZ Modulation Schemes","authors":"R. Mishra, N. K. Shukla, M. Atif, C. Dwivedi","doi":"10.1109/ICCCI.2018.8441500","DOIUrl":"https://doi.org/10.1109/ICCCI.2018.8441500","url":null,"abstract":"High data rates can be achieved using DWDM technology over optical fiber. Optical signals having different frequencies are modulated in DWDM system and then these signals are multiplexed into a single stream of light that is sent over optical fiber cable. Here, DWDM system performance is being compared under different modulation formats (NRZ, RZ, and CSRZ) and at different power levels. For the comparative study 8 data channels are taken through which signals are being transmitted. The various components that have been used here are EDFA, dispersion compensation fiber (DCF) of length 14 km along with single mode fiber (SMF) of length 86 km. System is operating at 10 Gbps with link length of 86 km at a wavelength of 1550 nm. The effective modulation format which will effectively increase the system performance without a change in previous design is presented. The system performance is evaluated on the basis of Quality factor (Q-factor) and Bit Error Rate (BER). The performance of system provides acceptable result with CSRZ modulation with much-reduced BER and increase in Quality Factor (Q-factor). DWDM system is designed and simulated on Optisytem software provided by Optiwave.","PeriodicalId":141663,"journal":{"name":"2018 International Conference on Computer Communication and Informatics (ICCCI)","volume":"16 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":"123101197","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: 5

Prediction of Preterm Pregnancies using Soft Computing techniques Neural Networks and Gradient Descent Optimizer 使用软计算技术预测早产的神经网络和梯度下降优化器

2018 International Conference on Computer Communication and Informatics (ICCCI) Pub Date : 1900-01-01 DOI: 10.1109/ICCCI.2018.8441432

Hari Raghav, S. Devi, Nandhini Rengaraj, Elaveyini Thanranikumar

引用次数: 3

Attribute Pattern Weights (APW): A Scale to Detect Concept Drift in Data Stream Mining Models 属性模式权重(APW):一种检测数据流挖掘模型中概念漂移的尺度

2018 International Conference on Computer Communication and Informatics (ICCCI) Pub Date : 1900-01-01 DOI: 10.1109/ICCCI.2018.8441513

B. Ramakrishna, S. K. M. Rao

{"title":"Attribute Pattern Weights (APW): A Scale to Detect Concept Drift in Data Stream Mining Models","authors":"B. Ramakrishna, S. K. M. Rao","doi":"10.1109/ICCCI.2018.8441513","DOIUrl":"https://doi.org/10.1109/ICCCI.2018.8441513","url":null,"abstract":"Extracting data structures from dynamic real-time data records is gaining prominence across industries. The need for massive mining of data sequences is increasingly observed in a wide range of user applications including social network platforms, banking sector, genomics, telecom sector, e-commerce and other sectors. To analyse multiple streams of data that is, for understanding rapid sequences of data flowing at continuous intervals, researchers are focusing on continuous improvements in data stream mining. Application of data mining models (like classifiers) in data streaming scenario mandates accurate detection of data distribution. Further, the model should adapt quickly to any variations in the distribution patterns to ensure the sustained performance of model predictability. Referred to as drift detection, the process can be gradual or abrupt. Extensive research has been made, designing several algorithms to accurately detect the type of drift and to adapt to shifts drift approaches. However, even the most reputed concept drift models have limited ability to adapt to both types of drift. The relationship between the adaptability and predictor variables is based on data distribution features and its sensitivity to in-built parameters. In this context, concept drift detection using attribute pattern weight (APW) is proposed here in this manuscript. Unlike the many of existing models, the proposed model is not dependent of any of the process targeted to apply on streaming data. The other significance of the proposed model is to detect the both types of concept drift that is gradual or abrupt. The experimental study that carried is evincing the scalability and robustness, and significance of the proposed model.","PeriodicalId":141663,"journal":{"name":"2018 International Conference on Computer Communication and Informatics (ICCCI)","volume":"47 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":"121661244","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

Design of Data Confidential and Reliable Bee Clustering Routing Protocol in MANET MANET中数据保密可靠蜂群路由协议的设计

2018 International Conference on Computer Communication and Informatics (ICCCI) Pub Date : 1900-01-01 DOI: 10.1109/ICCCI.2018.8441217

RB Sajyth, G. Sujatha

{"title":"Design of Data Confidential and Reliable Bee Clustering Routing Protocol in MANET","authors":"RB Sajyth, G. Sujatha","doi":"10.1109/ICCCI.2018.8441217","DOIUrl":"https://doi.org/10.1109/ICCCI.2018.8441217","url":null,"abstract":"Mobile ad hoc network (MANET) requires extraneous energy effectualness and legion intelligence for which a best clustered based approach is pertained called the “Bee-Ad Hoc-C”. In MANET the mechanism of multi-hop routing is imperative but may leads to a challenging issue like lack of data privacy during communication. ECC (Elliptical Curve Cryptography) is integrated with the Bee clustering approach to provide an energy efficient and secure data delivery system. Even though it ensures data confidentiality, data reliability is still disputable such as data dropping attack, Black hole attack (Attacker router drops the data without forwarding to destination). In such cases the technique of overhearing is utilized by the neighbor routers and the packet forwarding statistics are measured based on the ratio between the received and forwarded packets. The presence of attack is detected if the packet forwarding ratio is poor in the network which paves a way to the alternate path identification for a reliable data transmission. The proposed work is an integration of SC-AODV along with ECC in Bee clustering approach with an extra added overhearing technique which n on the whole ensures data confidentiality, data reliability and energy efficiency.","PeriodicalId":141663,"journal":{"name":"2018 International Conference on Computer Communication and Informatics (ICCCI)","volume":"32 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":"115180480","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: 2