2014 17th International Conference on Computer and Information Technology (ICCIT)最新文献_第5页

A Comparative Study of Chebyshev Functional Link Artificial Neural Network, Multi-layer Perceptron and Decision Tree for Credit Card Fraud Detection Chebyshev函数链接人工神经网络、多层感知器和决策树在信用卡欺诈检测中的比较研究

2014 17th International Conference on Computer and Information Technology (ICCIT) Pub Date : 2014-12-22 DOI: 10.1109/ICIT.2014.25

M. Mishra, Rajashree Dash

{"title":"A Comparative Study of Chebyshev Functional Link Artificial Neural Network, Multi-layer Perceptron and Decision Tree for Credit Card Fraud Detection","authors":"M. Mishra, Rajashree Dash","doi":"10.1109/ICIT.2014.25","DOIUrl":"https://doi.org/10.1109/ICIT.2014.25","url":null,"abstract":"With introduction of online transaction the fraudulent activities through World Wide Web have increased rapidly. It's not only affecting common people but also making them lose huge amount of money. Online transaction basically takes place between merchant and customer, and in this case neither customer nor the card needs to be present at the time of transaction so merchant does not know that whether the customer in the other end is an authorized person or fraudster, so it may lead to an unusual transaction. This kind of online transaction can be easily done using stolen credit card information of a cardholder. To detect status of the current transaction it is imperative to analyze all the previous transactions made by a genuine card holder to know the kind of pattern he/she uses. Based on these patterns new transaction can be categorized as either fraud or legal. There are few data mining techniques which help us to detect a certain pattern on complex and large data sets. In this paper it is proposed to compare Decision Tree, Multi-Layer Perceptron (MLP) and Chebyshev functional link artificial neural network (CFLANN) in terms of their classification accuracy and elapsed time for credit card fraud detection.","PeriodicalId":6486,"journal":{"name":"2014 17th International Conference on Computer and Information Technology (ICCIT)","volume":"67 1","pages":"228-233"},"PeriodicalIF":0.0,"publicationDate":"2014-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82551345","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: 40

Security Issues and Privacy Concerns in the Implementation of Wireless Body Area Network 无线体域网络实现中的安全问题和隐私问题

2014 17th International Conference on Computer and Information Technology (ICCIT) Pub Date : 2014-12-22 DOI: 10.1109/ICIT.2014.73

Manoj Kumar

{"title":"Security Issues and Privacy Concerns in the Implementation of Wireless Body Area Network","authors":"Manoj Kumar","doi":"10.1109/ICIT.2014.73","DOIUrl":"https://doi.org/10.1109/ICIT.2014.73","url":null,"abstract":"The rapid growth of elderly population is a global concern and a burden on healthcare services as special health challenges appear for this segment of the population. An innovative way of patient monitoring is possible due to the recent advancements in electronics that have emerged with a number of devices which can provide continuous, real time remote healthcare monitoring to the patients even if they are freely moving around and not in hospital beds. The constant miniaturization of these electronic devices has made it possible to wear these sensors either on the clothing or body or even implanted inside the body. An unprecedented growth of smart phones and Internet technology all over the world would be a boon in this area. The recorded information, sent by these wearable sensors can be collected locally using some PDA or mobile phone. These collected medical data values may be analyzed in brief against the stored threshold values using an app on the mobile phone in real time. Collective Information may be transmitted to a centralized server periodically or immediately in case of emergency medical response required in life critical situations. The submitted medical information is used for clinical diagnosis & experts' advice and long term storage in healthcare database for future references. In this paper we discuss architecture of the Healthcare System and asses the security issues and privacy concerns while collecting patient medical data from sensors to mobile device and further submitting this data to the centralized server. The security and privacy protection of sensitive and private patient medical data is a major unsolved concern and a break into the system is possible. We also discuss the other challenges in the implementation of WBAN and provide a conclusion.","PeriodicalId":6486,"journal":{"name":"2014 17th International Conference on Computer and Information Technology (ICCIT)","volume":"123 1","pages":"58-62"},"PeriodicalIF":0.0,"publicationDate":"2014-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89267370","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: 22

Artificial Intelligence Based Fault Location in a Distribution System 基于人工智能的配电系统故障定位

2014 17th International Conference on Computer and Information Technology (ICCIT) Pub Date : 2014-12-22 DOI: 10.1109/ICIT.2014.10

P. Ray, D. Mishra

引用次数: 21

Error Masking of Transient Faults: Exploration of a Fault Tolerant Datapath Based on User Specified Power and Delay Budget 暂态故障的错误屏蔽:基于用户指定功率和延迟预算的容错数据路径探索

2014 17th International Conference on Computer and Information Technology (ICCIT) Pub Date : 2014-12-22 DOI: 10.1109/ICIT.2014.15

A. Sengupta, Saumya Bhadauria

{"title":"Error Masking of Transient Faults: Exploration of a Fault Tolerant Datapath Based on User Specified Power and Delay Budget","authors":"A. Sengupta, Saumya Bhadauria","doi":"10.1109/ICIT.2014.15","DOIUrl":"https://doi.org/10.1109/ICIT.2014.15","url":null,"abstract":"This paper presents a novel exploration process of an optimal fault tolerant data path based on user specified power and delay budget during high level synthesis (HLS) that is capable of masking error occurred through single and multi cycle transient faults. The exploration framework is driven through bio-mimicking of E. Coli bacterium lifecycle. The major novelties of this approach are as follows: a) novel multi-cycle fault tolerant algorithm, b) novel design space exploration (DSE) approach that combines proposed fault tolerant algorithm along with user specified conflicting power-delay constraint that guides this intractable search problem to reach an optimal solution, c) novel double modular redundant (DMR) system with equivalent circuit scheme that performs the equivalent function of extracting the correct output as conventionally done using the concept of triple modular redundant (TMR) and voter. Results indicated an average improvement in quality of results (QoR) of >24% and reduction in hardware usage of > 57 % were obtained compared to a recent similar approach.","PeriodicalId":6486,"journal":{"name":"2014 17th International Conference on Computer and Information Technology (ICCIT)","volume":"60 1","pages":"345-350"},"PeriodicalIF":0.0,"publicationDate":"2014-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88255548","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

An Efficient Fingerprint Matching Approach Based on Minutiae to Minutiae Distance Using Indexing with Effectively Lower Time Complexity 一种有效降低时间复杂度的基于极小点到极小点距离的索引指纹匹配方法

2014 17th International Conference on Computer and Information Technology (ICCIT) Pub Date : 2014-12-22 DOI: 10.1109/ICIT.2014.46

Subhas Barman, Samiran Chattopadhyay, D. Samanta, Sujoy Bag, G. Show

引用次数: 25

A Review of Optical Burst Switching in Wavelength Division Multiplexing Networks 波分复用网络中光突发交换的研究进展

2014 17th International Conference on Computer and Information Technology (ICCIT) Pub Date : 2014-12-22 DOI: 10.1109/ICIT.2014.50

Ravi Sankar Barpanda, A. K. Turuk, B. Sahoo

引用次数: 7

An Energy Efficient Routing Protocol under Distance, Energy and Load Parameter for Heterogeneous Wireless Sensor Networks 基于距离、能量和负载参数的异构无线传感器网络节能路由协议

2014 17th International Conference on Computer and Information Technology (ICCIT) Pub Date : 2014-12-22 DOI: 10.1109/ICIT.2014.63

Sonam Maurya, A. K. Daniel

引用次数: 9

A Model for Prediction of Human Depression Using Apriori Algorithm 基于Apriori算法的人类抑郁预测模型

2014 17th International Conference on Computer and Information Technology (ICCIT) Pub Date : 2014-12-22 DOI: 10.1109/ICIT.2014.65

L. Jena, N. K. Kamila

引用次数: 14

Remote Login Password Authentication Scheme Based on Cuboid Using Biometric 基于长方体生物特征的远程登录密码认证方案

2014 17th International Conference on Computer and Information Technology (ICCIT) Pub Date : 2014-12-22 DOI: 10.1109/ICIT.2014.48

S. Kumari, H. Om

引用次数: 1

Mining Regular Patterns in Weighted-Directed Networks 加权有向网络规则模式挖掘

2014 17th International Conference on Computer and Information Technology (ICCIT) Pub Date : 2014-12-22 DOI: 10.1109/ICIT.2014.44

Anand Gupta, H. Thakur, Pragya Kishore

{"title":"Mining Regular Patterns in Weighted-Directed Networks","authors":"Anand Gupta, H. Thakur, Pragya Kishore","doi":"10.1109/ICIT.2014.44","DOIUrl":"https://doi.org/10.1109/ICIT.2014.44","url":null,"abstract":"Mining of regular patterns in dynamic networks finds immense application in characterizing the local properties of the networks, like behaviour (friendship relation), event occurrence (football matches). They in then are used to predict their future trends. But if they do not entail weight and direction aspects of the dynamic network, there can be loss of several significant details, such as strength of a relationship or event, specification of the person responsible for it in a relationship, winning or losing in case of events. To the best of our knowledge, no work has been reported yet to extract regular patterns that take into account weight and direction aspects of dynamic networks. We thus propose a novel method to mine regular patterns in weighted and directed networks. In the proposed method, different snapshots of the dynamic network are taken, and through the concept of Regular Expression, we obtain repetition rule for each of: occurrence sequence, weight sequence, direction sequence and weight-direction sequence. For each of these four categories, edges having same rule are grouped to obtain evolution patterns. To ensure the practical feasibility of the approach, experimental evaluation is done on the real world dataset of Enron emails. The results obtained show that, 2.39%, 6.92%, 9.96% and 1.81% of the edges are found to be regular on weight, direction, occurrence and weight-direction respectively.","PeriodicalId":6486,"journal":{"name":"2014 17th International Conference on Computer and Information Technology (ICCIT)","volume":"17 1","pages":"215-220"},"PeriodicalIF":0.0,"publicationDate":"2014-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79548455","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: 7