2014 International Conference on Advances in Engineering & Technology Research (ICAETR - 2014)最新文献_第4页

Data compression using Shannon-fano algorithm implemented by VHDL 数据压缩采用香农-范诺算法，由VHDL实现

2014 International Conference on Advances in Engineering & Technology Research (ICAETR - 2014) Pub Date : 2014-08-01 DOI: 10.1109/ICAETR.2014.7012798

Mahesh Vaidya, Ekjot Singh Walia, Aditya Gupta

引用次数: 9

Context aware and pattern oriented machine learning framework(CAPOMF) for Android Android的上下文感知和面向模式的机器学习框架(CAPOMF)

2014 International Conference on Advances in Engineering & Technology Research (ICAETR - 2014) Pub Date : 2014-08-01 DOI: 10.1109/ICAETR.2014.7012912

R. Ravindran, Riya Suchdev, Yash Tanna, Sridhar Swamy

{"title":"Context aware and pattern oriented machine learning framework(CAPOMF) for Android","authors":"R. Ravindran, Riya Suchdev, Yash Tanna, Sridhar Swamy","doi":"10.1109/ICAETR.2014.7012912","DOIUrl":"https://doi.org/10.1109/ICAETR.2014.7012912","url":null,"abstract":"Context-aware computing refers to a very peculiar kind of application that can sense the physical environment and behave accordingly. This feature of context awareness can be further enhanced using machine learning. This is possible by providing services not only related to the usage pattern of the users but also the environmental context of the user. Android being one of the most popular mobile platform has constantly addressed context awareness through hardware and software support. This paper evaluates the Android platform and also proposes a framework that incorporates context-aware services along with machine learning capability in order to provide a one of a kind pattern oriented framework that not only aids in development of applications but also utilizes the hardware support of sensors of the Android hardware system to utilize the full potential of the mobile platform. Finally this paper also evaluates the framework by building an application that helps to solve the transit problems arising due to potholes present in the streets of Mumbai. The application built effectively maps the locations of such potholes and helps commuters avoid such potholes and thus saves the repair costs of vehicles.","PeriodicalId":196504,"journal":{"name":"2014 International Conference on Advances in Engineering & Technology Research (ICAETR - 2014)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131094165","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

A new strategy for restraining seismic response of highway bridges 抑制公路桥梁地震反应的新策略

2014 International Conference on Advances in Engineering & Technology Research (ICAETR - 2014) Pub Date : 2014-08-01 DOI: 10.1109/ICAETR.2014.7012934

Ma Yong-quan, Qiu Hong-xing

引用次数: 0

Strength check simulation analysis of forming machine piston 成型机活塞强度校核仿真分析

2014 International Conference on Advances in Engineering & Technology Research (ICAETR - 2014) Pub Date : 2014-08-01 DOI: 10.1109/ICAETR.2014.7012936

Donghua Li

引用次数: 0

A robust anomaly detection system 一个强大的异常检测系统

2014 International Conference on Advances in Engineering & Technology Research (ICAETR - 2014) Pub Date : 2014-08-01 DOI: 10.1109/ICAETR.2014.7012911

A. Bharambe, R. Ravindran, Riya Suchdev, Yash Tanna

{"title":"A robust anomaly detection system","authors":"A. Bharambe, R. Ravindran, Riya Suchdev, Yash Tanna","doi":"10.1109/ICAETR.2014.7012911","DOIUrl":"https://doi.org/10.1109/ICAETR.2014.7012911","url":null,"abstract":"Data mining techniques helps to sift through large amount of data for patterns and characteristic rules. Due to great possibility of malicious data entering in any field of concern, it has become a necessity to build not just a generalized model for anomaly detection but also train the same model to work with utmost precision. K-means clustering algorithm although is one of the most easiest and quite popular unsupervised clustering algorithm, it can be used to dovetail PCA and Robust MCD to build a very generalized and robust anomaly detection system. Standard problems resulting from K-means algorithm is its constant attempt to find local minima and result in a cluster that leads to ambiguity, however if the same K-means algorithm is combined with principal component analysis technique(PCA),it results in the formation of more closely centered cluster that works well with K-means algorithm, and with the application of a customized robust and adaptive outlier detection algorithm can provide a great boost to the the anomaly detection problem. The system proposed is a robust anomaly detection system that can be applied to any field from health to networks in order to accurately detect outliers due to the robust and adaptive nature of MCD algorithm developed in this paper.","PeriodicalId":196504,"journal":{"name":"2014 International Conference on Advances in Engineering & Technology Research (ICAETR - 2014)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128867480","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

A parallel selection sorting algorithm on GPUs using binary search 基于gpu的并行选择排序算法

2014 International Conference on Advances in Engineering & Technology Research (ICAETR - 2014) Pub Date : 2014-08-01 DOI: 10.1109/ICAETR.2014.7012819

S. Kumari, D. Singh

引用次数: 10

Reducing Variable Trend Search algorithm for optimizing non linear multidimensional space search 减少变量趋势搜索算法优化非线性多维空间搜索

2014 International Conference on Advances in Engineering & Technology Research (ICAETR - 2014) Pub Date : 2014-08-01 DOI: 10.1109/ICAETR.2014.7012914

A. Badar, B. Umre, A. Junghare

引用次数: 1

Add Drop filter for CWDM Systems using photonic crystal ring resonator 为使用光子晶体环形谐振器的CWDM系统添加降滤波器

2014 International Conference on Advances in Engineering & Technology Research (ICAETR - 2014) Pub Date : 2014-08-01 DOI: 10.1109/ICAETR.2014.7012811

Arpita Sharma, Gloria Jospeh

引用次数: 2

Performance analysis of 9th order Chebyshev filter at microwave frequencies 微波频率下九阶切比雪夫滤波器的性能分析

2014 International Conference on Advances in Engineering & Technology Research (ICAETR - 2014) Pub Date : 2014-08-01 DOI: 10.1109/ICAETR.2014.7012926

Yashika Saini, Mithilesh Kumar

引用次数: 0

Dual band equal power divider with coupled line section using stepped-impedance transformers 采用步进阻抗变压器的双频段等功率分配器，具有耦合线段

2014 International Conference on Advances in Engineering & Technology Research (ICAETR - 2014) Pub Date : 2014-08-01 DOI: 10.1109/ICAETR.2014.7012796

Sandeep Kumar, Mithilesh Kumar

引用次数: 0