2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC)最新文献_第9页

A comparative study of classifiers used in facial embedding classification 人脸嵌入分类中分类器的比较研究

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703359

Sourabh Sarkar, Geeta Sikka

引用次数: 1

A Novel Framework for Smart Crop Monitoring Using Internet of Things (IOT) 基于物联网(IOT)的智能作物监测新框架

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703366

K. Ghanshala, Rahul Chauhan, R. Joshi

{"title":"A Novel Framework for Smart Crop Monitoring Using Internet of Things (IOT)","authors":"K. Ghanshala, Rahul Chauhan, R. Joshi","doi":"10.1109/ICSCCC.2018.8703366","DOIUrl":"https://doi.org/10.1109/ICSCCC.2018.8703366","url":null,"abstract":"Agriculture is one of the area which required urgent attention and advancement for high yield and efficient utilization of resources. In this paper an approach of smart crop monitoring is presented through Internet of things (IOT). A 4 level framework is proposed namely sensing devices, sensor data level, base station level, edge computing and cloud data level for smart crop monitoring. Method proposed here focuses on analysing the soil nutrients (eg. NPK), soil moisture, temperature and humidity through a sensor node designed using arduino. Sensor node also consists of a wireless Zigbee module, metos NPK sensor, motor and water sprinklers. LAN of sensor node is designed using Zigbee and LEACH routing protocol is used for hopping. Collected data at gateway is being uploaded to cloud using an ESP8266 Wi-Fi module. An experimental setup was made in the field. Various data collected, analyzed and necessary information was sent to farmers for appropriate action. The data collected at cloud is analysed using machine learning technique and available to the farmers through soil nutrient index to monitor their soil nutrient requirements and ensure better crop yield.","PeriodicalId":148491,"journal":{"name":"2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125272702","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: 15

An efficient Gaussian Noise Reduction Technique For Noisy Images using optimized filter approach 基于优化滤波方法的噪声图像高斯降噪技术

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703305

Sandeep Chand Kumain, Maheep Singh, Navjot Singh, Krishan Kumar

引用次数: 13

Feature Weighting for Improved Classification of Anuran Calls 基于特征加权的改进Anuran呼叫分类

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703371

Dalwinder Singh, Birmohan Singh

{"title":"Feature Weighting for Improved Classification of Anuran Calls","authors":"Dalwinder Singh, Birmohan Singh","doi":"10.1109/ICSCCC.2018.8703371","DOIUrl":"https://doi.org/10.1109/ICSCCC.2018.8703371","url":null,"abstract":"Automatic bioacoustics monitoring has a great potential to assess the ecosystem health. However, such bioacoustics systems are not highly accurate because the classification of data involves a large number of species. In this paper, we have considered the related problem which involves classification of frog and toad species from their sounds. A publicly available large dataset is used for this purpose where performance is evaluated with leave-one-out cross-validation on the k-NN classifier. The dataset was prepared by extracting Mel-frequency cepstral coefficients (MFCCs)features from the recorded anurans calls, and it comprises the classification of anurans at family, genus and species levels. This paper presents the application of feature weighting to improve the classification of anurans calls. It is a continuous search problem where weights are assigned to features with respect to their contribution in classification. These weights are searched with the Ant Lion optimization along with the best parametric values of the k-NN classifier. The outcomes of experiments show that the proposed approach has successfully enhanced the classification accuracy at family, genus and species levels. The maximum classification accuracies of 95.01%, 88.38%,and 88.08% are achieved at family, genus and species levels respectively which has outperformed the feature selection approach as well as existing works.","PeriodicalId":148491,"journal":{"name":"2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127949632","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

ICSCCC 2018 Author Index ICSCCC 2018作者索引

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/icsccc.2018.8703297

引用次数: 0

Fog Classification and Accuracy Measurement Using SVM 基于支持向量机的雾分类与精度测量

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703365

M. Anwar, A. Khosla

引用次数: 4

Concentric Layered Architecture for Multi-Level Clustering in Large-Scale Wireless Sensor Networks 大规模无线传感器网络中多级聚类的同心分层结构

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703282

Harmanpreet Singh, Damanpreet Singh

引用次数: 4

Deep Leaming Approaches for Brain Tumor Segmentation: A Review 脑肿瘤分割的深度学习方法综述

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703202

A. Kamboj, Rajneesh Rani, Jiten Chaudhary

引用次数: 12

Abnormality detection in ECG using hybrid feature extraction approach 基于混合特征提取方法的心电异常检测

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703349

Ritu Singh, N. Rajpal, R. Mehta

引用次数: 4

LoRaWAN based GPS tracking of city-buses for smart public transport system 基于LoRaWAN的城市公交GPS跟踪系统

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Pub Date : 2018-12-01 DOI: 10.1109/ICSCCC.2018.8703356

Swapnil Hattarge, Akshay M. Kekre, A. Kothari

引用次数: 16