2017 International Conference on Computing Methodologies and Communication (ICCMC)最新文献_第4页

An enhanced transmitter diversity scheme with constellation rotation to estimation errors 基于星座旋转的发射机分集改进方案

2017 International Conference on Computing Methodologies and Communication (ICCMC) Pub Date : 2017-07-18 DOI: 10.1109/ICCMC.2017.8282643

B. Senthil

引用次数: 1

Recommender systems-the need of the ecommerce ERA 推荐系统——电子商务时代的需要

2017 International Conference on Computing Methodologies and Communication (ICCMC) Pub Date : 2017-07-18 DOI: 10.1109/ICCMC.2017.8282616

Nayana Vaidya, A. Khachane

引用次数: 22

Water monitoring system using arduino with labview 用水监测系统采用arduino与labview

2017 International Conference on Computing Methodologies and Communication (ICCMC) Pub Date : 2017-07-18 DOI: 10.1109/ICCMC.2017.8282722

Yogesh K. Taru, Anil R. Karwankar

引用次数: 13

Dimensionality reduction for sentiment analysis using pre-processing techniques 使用预处理技术进行情感分析的降维

2017 International Conference on Computing Methodologies and Communication (ICCMC) Pub Date : 2017-07-18 DOI: 10.1109/ICCMC.2017.8282676

Mayuri A. Mhatre, Dakshata Phondekar, Pranali Kadam, A. Chawathe, K. Ghag

{"title":"Dimensionality reduction for sentiment analysis using pre-processing techniques","authors":"Mayuri A. Mhatre, Dakshata Phondekar, Pranali Kadam, A. Chawathe, K. Ghag","doi":"10.1109/ICCMC.2017.8282676","DOIUrl":"https://doi.org/10.1109/ICCMC.2017.8282676","url":null,"abstract":"Sentiment analysis is the study of people's opinions, sentiments, attitudes and emotions, expressed in written language but this process is time consuming, inconsistent and costly in business context. Pre-processing the data will help to ease this difficulty. Pre-processing is the process of cleaning and preparing the text for its analysis using pre-processing techniques. The existing pre-processing techniques are Handling Expressive Lengthening, Emoticons Handling, HTML Tags Removal, Punctuations Handling, Slangs Handling, Stopwords Removal, Stemming and Lemmatization. In this paper, the effect of various pre-processing techniques and their combinations was analyzed on the dataset taken from Kaggle called Bag of Words Meets Bags of Popcorn. By taking every possible combination of pre-processing techniques, the aim was to find the one giving highest accuracy. Random Forest Classifier was used to predict sentiments as it is known to give good accuracy and the result was evaluated using 10 fold cross validation method. Accuracy increased from unprocessed data to pre-processed data. It was concluded that using pre-processing techniques gives a higher accuracy than the traditional approach i.e. no pre-processing.","PeriodicalId":163288,"journal":{"name":"2017 International Conference on Computing Methodologies and Communication (ICCMC)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114139574","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: 19

Overview and an approach for QR-code based messaging and file sharing on android platform in view of security 基于安全考虑的android平台上基于qr码的消息传递和文件共享概述与方法

2017 International Conference on Computing Methodologies and Communication (ICCMC) Pub Date : 2017-07-18 DOI: 10.1109/ICCMC.2017.8282711

A. Shah, Vikramsingh R. Parihar

引用次数: 7

Optimization of K-means algorithm: Ant colony optimization 优化 K-means 算法：蚁群优化

2017 International Conference on Computing Methodologies and Communication (ICCMC) Pub Date : 2017-07-18 DOI: 10.1109/ICCMC.2017.8282522

T. Reddy, K. P. Supreethi

引用次数: 11

Software defined IoT: Issues and challenges 软件定义的物联网:问题和挑战

2017 International Conference on Computing Methodologies and Communication (ICCMC) Pub Date : 2017-07-18 DOI: 10.1109/ICCMC.2017.8282560

T. Ninikrishna, Sutapa Sarkar, Richa Tengshe, M. Jha, Laxmi Sharma, V. K. Daliya, S. Routray

引用次数: 35

Solar plant monitoring system: A review 太阳能电站监测系统综述

2017 International Conference on Computing Methodologies and Communication (ICCMC) Pub Date : 2017-07-18 DOI: 10.1109/ICCMC.2017.8282652

Mayuri Ejgar, B. Momin

引用次数: 9

Network security enhancement through effective log analysis using ELK 利用ELK进行有效的日志分析，增强网络安全

2017 International Conference on Computing Methodologies and Communication (ICCMC) Pub Date : 2017-07-18 DOI: 10.1109/ICCMC.2017.8282530

Ibrahim Yahya Mohammed Al-Mahbashi, M. Potdar, Prashant Chauhan

{"title":"Network security enhancement through effective log analysis using ELK","authors":"Ibrahim Yahya Mohammed Al-Mahbashi, M. Potdar, Prashant Chauhan","doi":"10.1109/ICCMC.2017.8282530","DOIUrl":"https://doi.org/10.1109/ICCMC.2017.8282530","url":null,"abstract":"The main aim for any organization is to provide protection for their critical assets because they are face to face with many external threats that may cause interruption on providing services to customers which will lead to economical and reputation disaster. As long as organizations need to provide the protection required to secure their business they have to focus on two types of threats, internal and external threats. In previous paper [1] I have discussed about external threats and in this paper I will draw more attention on how the internal threats that will affect the overall network security mechanism. Log analysis can also help us to reveal the gap existed on our safeguards, which used to provide a protection for our systems, by which we can have a knowledge from the information extracted from our data that will help us to be aware of the gaps and vulnerabilities may found to resolve them before we become victims. For log analysis I will use ELK stack that will help me to receive the forwarded logs from a well-known commercial safeguard deployed in a real environment.","PeriodicalId":163288,"journal":{"name":"2017 International Conference on Computing Methodologies and Communication (ICCMC)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123827094","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: 16

Multi-selfish attacks and detection in cognitive radio network using CRV 认知无线网络中基于CRV的多重自利攻击及检测

2017 International Conference on Computing Methodologies and Communication (ICCMC) Pub Date : 2017-07-18 DOI: 10.1109/ICCMC.2017.8282531

Djedanem Fidel Matibe, Aslam Durvesh, Krunal K Patel

引用次数: 2