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A Smart Security Watch For Women 女性智能安全手表
Pub Date : 2018-06-15 DOI: 10.30534/IJCCN/2018/04722018
Ewit
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引用次数: 0
Identification of Online Abuse and It’s Inhibition 网络滥用的识别及其抑制
Pub Date : 2018-06-15 DOI: 10.30534/ijccn/2018/06722018
Ewit
Online abuse is an act of attacking an individual repeatedly with an intent to harm. This has a very disturbing effect on many individual irrespective of the age group. In this paper, we propose a new representation learning method to solve this problem. Our method named Naïve Bayes classifier is a simple probabilistic classifier based on Bayes’ theorem with naïve independence assumptions between the features. Naive Bayes is an highly scalable with different number of parameters linear in number of predictors in a learning problem. The proposed method is able to exploit the hidden feature structure of abusive information and learn a robust and discriminative representation of text. We have implemented our algorithm using five lakhs of tweets and around one thousands of users.
网络虐待是一种以伤害为目的反复攻击个人的行为。这对任何年龄段的人都有非常令人不安的影响。本文提出了一种新的表征学习方法来解决这一问题。我们的方法Naïve贝叶斯分类器是一个基于贝叶斯定理的简单概率分类器,特征之间具有naïve独立性假设。朴素贝叶斯是一种高度可扩展的方法,在学习问题中,不同数量的参数与预测器的数量呈线性关系。该方法能够利用滥用信息的隐藏特征结构,学习具有鲁棒性和判别性的文本表示。我们使用了50万条推文和大约1000名用户来实现我们的算法。
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引用次数: 0
Fuzzy Logic based Enhanced Zone Stable Election Protocol for Energy Efficient Cluster head election in WSN 基于模糊逻辑的增强区域稳定选举协议在WSN中实现高效簇头选举
Pub Date : 2018-06-15 DOI: 10.30534/IJCCN/2018/44722018
Ewit
The key issue in determining the lifetime of wireless sensor network (WSN) is the energy burning up of individual node. The cluster based routing improves the energy usage of WSN compared to other routing approach. In this paper, an effective multi-level cluster algorithm using link correlation is proposed for heterogeneous WSN.The heterogeneous nodes are adopted as level-k cluster heads and implementing network coding on those nodes increases network lifetime significantly. Meanwhile, implementing time division multiple access (TDMA) technique within a cluster creates an organized cluster architecture improving the energy efficiency. How to make efficient data routing in energy constrained wireless sensor networks (WSNs) is one of the key points. In order to find the optimal path of data transmission in the WSNs, a new routing algorithm based on ant colony algorithm is proposed. Using the improved heuristic function and considering the node communication transmission distance, transmission direction and residual energy, an optimal path from the source node to the destination node can be found. Thus the network energy consumption is reduced and the network lifetime is prolonged Simulation results show that new ant algorithm can effectively save the energy of nodes and prolong the network lifetime.
确定无线传感器网络生存期的关键问题是单个节点的能量消耗。与其他路由方法相比,基于集群的路由方法提高了无线传感器网络的能耗。针对异构无线传感器网络,提出了一种有效的基于链路关联的多级聚类算法。采用异构节点作为k级簇头,在这些节点上实现网络编码可以显著提高网络生存期。同时,在集群内实现时分多址(TDMA)技术,创建了一个有组织的集群架构,提高了能源效率。如何在能量受限的无线传感器网络中实现高效的数据路由是其中的关键问题之一。为了在无线传感器网络中寻找数据传输的最优路径,提出了一种基于蚁群算法的路由算法。利用改进的启发式函数,综合考虑节点通信传输距离、传输方向和剩余能量,找到从源节点到目的节点的最优路径。仿真结果表明,新蚁群算法可以有效地节省节点的能量,延长网络的生存期。
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引用次数: 0
A EFFICIENT MULTIPLE DETECTION AND CLASSIFICATION OF GLAUCOMA USING MAT LAB 利用mat实验室对青光眼进行有效的多重检测和分类
Pub Date : 2018-06-15 DOI: 10.30534/IJCCN/2018/41722018
Ewit
Glaucoma is one of the 2 nd leading eye diseases in the world, if not treated properly might lead to permanent blindness. There are no specific symptoms for this disease, it is observed by loss of side vision. Glaucoma is a slow progressive degeneration of retinal ganglion cells (RGC) and their axons, resulting in a distinct appearance to the optic nerve head (ONH), often called cupping. Due to cupping, the cup area increases and causes loss of side vision. Usually manually grade the fundus images in a time-consuming manner. In this context, we are trying to develop some novel algorithms for automatic detection of eyes affected with glaucoma using image processing filtering & transformation techniques. 5 different concepts are going to be used in our project work for the automatic detection of glaucoma disease in human beings using the concept of fuzzy, artificial neural networks (ANN), neuro-fuzzy (ANFIS), genetic algorithms & using the wavelet features. The work aims to compare the 5 different algorithms developed and to compare the work done by other authors. Matlab / LabVIEW / Xilinx could be the software platform that is being used for developing the improvised algorithms by incorporating some additional parameters in the work done by the earlier authors.
青光眼是世界上第二大眼病之一,如果治疗不当可能导致永久性失明。本病无特异性症状,表现为侧视丧失。青光眼是视网膜神经节细胞(RGC)及其轴突的缓慢进行性变性,导致视神经头(ONH)的明显外观,通常称为拔罐。由于拔罐,杯子面积增加,导致侧面视力丧失。人工对眼底图像进行分级比较费时。在此背景下,我们正在尝试开发一些新的算法,利用图像处理滤波和变换技术来自动检测青光眼。我们的项目工作将使用5种不同的概念,使用模糊、人工神经网络(ANN)、神经模糊(ANFIS)、遗传算法和小波特征的概念来自动检测人类青光眼疾病。这项工作旨在比较5种不同的算法,并比较其他作者所做的工作。Matlab / LabVIEW / Xilinx可能是用于开发临时算法的软件平台,通过在早期作者所做的工作中加入一些额外的参数。
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引用次数: 0
A TWO-STAGE KEYWORD BASED CRAWLER FOR GATHERING DEEP-WEB SITES 一个两阶段的关键字为基础的爬虫收集深层网站
Pub Date : 2018-06-15 DOI: 10.30534/IJCCN/2018/29722018
Ewit
Deep web is termed as sites present on web but not accessible by any search engine. Due to the large volume of web resources and the dynamic nature of deep web, achieving wide coverage and high efficiency is a challenging issue. Keyword based crawler for hidden web interfaces consist of mainly two stages, first is site locating another is in-site exploring. Site locating starts from seed sites and obtains relevant websites through reverse searching and obtains relevant sites through feature space of URL, anchor and text around URL. Second stage receives input from site locating and starts to find relevant link from those sites. The adaptive link learner is used to find out relevant links with help of link priority and link rank. To eliminate inclination on visiting some more closely related links in inaccessible web directories, we design a data structure called link tree to achieve broader coverage for a website.
深网被称为存在于网络上但无法被任何搜索引擎访问的网站。由于网络资源的巨大容量和深网的动态性,实现广覆盖和高效率是一个具有挑战性的问题。基于关键词的隐式网页界面爬虫主要包括两个阶段,第一阶段是站点定位,第二阶段是站点内探索。网站定位从种子网站开始,通过反向搜索获得相关网站,通过URL、锚点、URL周围文字的特征空间获得相关网站。第二阶段接收来自站点定位的输入,并开始从这些站点中寻找相关链接。自适应链接学习器通过链接优先级和链接等级来寻找相关链接。为了消除人们在不可访问的网络目录中访问一些更密切相关的链接的倾向,我们设计了一种称为链接树的数据结构,以实现网站更广泛的覆盖。
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引用次数: 0
FILE SYNCHRONIZATION : TOWARDS AN EFFICIENT FILE SYNCHRONIZATION BETWEEN DIGITAL SAFES 文件同步:迈向数字保险箱之间高效的文件同步
Pub Date : 2018-06-15 DOI: 10.30534/ijccn/2018/38722018
Ewit
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引用次数: 0
An Optimize Genetic Based Routing Protocol for QoS in MANET 一种基于遗传优化的MANET QoS路由协议
Pub Date : 2018-06-15 DOI: 10.30534/IJCCN/2018/52722018
Ewit
Mobile Ad hoc Networks is autonomous, multi hop network in which Quality of Service (QoS) for a network is measured in terms of the exact amount of data which a network transfers from one place to another during a certain time. QoS for Mobile Ad hoc Networks is a distinct task due to limited resource and dynamic topology environment. The link state information in the network such as bandwidth, node energy, error rate, jitter and delay should be accessible and manageable. The proposed work is to show a genetic based routing approach to optimize the routing in MANETs. The genetic approach will generate an optimized path on the basic of congestion over the network. The result path in NS2 will improve the data delivery over the network. The paper is to study about MANET, QOS and tries to develop a network on which genetic algorithm is applied to generate an optimized path.
移动自组织网络是自主的多跳网络,其中网络的服务质量(QoS)是根据网络在一定时间内从一个地方传输到另一个地方的确切数据量来衡量的。由于有限的资源和动态的拓扑环境,移动自组织网络的QoS是一个独特的任务。网络中的链路状态信息,如带宽、节点能量、错误率、抖动和延迟,应该是可访问和可管理的。提出了一种基于遗传算法的路由优化方法。遗传算法将在网络拥塞的基础上生成最优路径。NS2中的结果路径将改善网络上的数据传输。本文研究了无线自组网、QOS,并尝试开发一种应用遗传算法生成最优路径的网络。
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引用次数: 0
An investigation of Lung Cancer Detection & classification Techniques on CT scan images 肺癌CT扫描图像检测与分类技术的探讨
Pub Date : 2018-06-15 DOI: 10.30534/IJCCN/2018/45722018
Ewit
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引用次数: 0
Occasion news with Upgraded Reporting towards Advanced India 升级对先进印度的报道
Pub Date : 2018-06-15 DOI: 10.30534/IJCCN/2018/05722018
Ewit
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引用次数: 0
LOC with Wireless Secured Communication & Tracking Devices LOC与无线安全通信和跟踪设备
Pub Date : 2018-06-15 DOI: 10.30534/IJCCN/2018/32722018
Ewit
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引用次数: 0
期刊
International Journal of Computing, Communications and Networking
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