2015 Fifth International Conference on Communication Systems and Network Technologies最新文献_第6页

An Unsupervised Approach to Video Shot Boundary Detection Using Fuzzy Membership Correlation Measure 基于模糊隶属度相关测度的无监督视频镜头边界检测方法

2015 Fifth International Conference on Communication Systems and Network Technologies Pub Date : 2015-04-04 DOI: 10.1109/CSNT.2015.57

Biswanath Chakraborty, S. Bhattacharyya, Susanta Chakraborty

引用次数: 4

XLIFF: Complementary for a Complete Localization of Machine Translation Among Divergent Language Families XLIFF:对不同语系间机器翻译完全本地化的补充

2015 Fifth International Conference on Communication Systems and Network Technologies Pub Date : 2015-04-04 DOI: 10.1109/CSNT.2015.29

Priyanka Pawar, Pratik Ardhapurkar, Priyanka Jain, Anuradha Lele, Ajai Kumar, H. Darbari

{"title":"XLIFF: Complementary for a Complete Localization of Machine Translation Among Divergent Language Families","authors":"Priyanka Pawar, Pratik Ardhapurkar, Priyanka Jain, Anuradha Lele, Ajai Kumar, H. Darbari","doi":"10.1109/CSNT.2015.29","DOIUrl":"https://doi.org/10.1109/CSNT.2015.29","url":null,"abstract":"For the purpose of localization, only textual output is not sufficing the need of Machine Translation unless until it is in a usable format. In Indian scenario, localization as an industry has not been recognized yet which had led to lack of Language Standards leading to varied translation quality. Localization is the process of adapting a product or service to a particular language, culture, and desired local \"look-and-feel\" Machine Translation is one of the most important activities under localization but it is not complete unless until it is adapted by end user in a desired manner. In this paper, we are introducing format retention utility using \"XLIFF\" as an important tool to English to Indian Language Machine Translation. Here, uniqueness and complexity of task has been discussed. In this paper, we are proposing a design and architecture to support the system along with experiments, results and future aspects. It is closely related to the long-term vision of enabling code to support local, regional, language, or culturally related preferences.","PeriodicalId":334733,"journal":{"name":"2015 Fifth International Conference on Communication Systems and Network Technologies","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121860151","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: 1

Zero Knowledge Protocol with RSA Cryptography Algorithm for Authentication in Web Browser Login System (Z-RSA) 基于零知识协议和RSA加密算法的Web浏览器登录系统认证(Z-RSA)

2015 Fifth International Conference on Communication Systems and Network Technologies Pub Date : 2015-04-04 DOI: 10.1109/CSNT.2015.90

Vikash Mainanwal, Mansi Gupta, S. Upadhayay

引用次数: 9

Optimization of Rectangular Patch Antenna at 5GHz Using Bat Search Algorithm 基于Bat搜索算法的5GHz矩形贴片天线优化

2015 Fifth International Conference on Communication Systems and Network Technologies Pub Date : 2015-04-04 DOI: 10.1109/CSNT.2015.47

M. Kumar, A. B. Sahoo, Ritika Sao, B. B. Mangaraj

引用次数: 11

A Data-Driven Approach to Predict Default Risk of Loan for Online Peer-to-Peer (P2P) Lending 基于数据驱动的P2P网络借贷违约风险预测方法

2015 Fifth International Conference on Communication Systems and Network Technologies Pub Date : 2015-04-04 DOI: 10.1109/CSNT.2015.25

Yu Jin, Yu Zhu

{"title":"A Data-Driven Approach to Predict Default Risk of Loan for Online Peer-to-Peer (P2P) Lending","authors":"Yu Jin, Yu Zhu","doi":"10.1109/CSNT.2015.25","DOIUrl":"https://doi.org/10.1109/CSNT.2015.25","url":null,"abstract":"Online Peer-to-Peer (P2P) lending has achieved explosive development recently, which could be beneficial to both sides of individual lending. In this study, a data mining (DM) approach to predict the performance of P2P loan before funded is proposed. Using data from the Lending Club, we explore the characteristics of loan and its applicant and use random forest to do the feature selection in the modeling phase. The Difference from other risk prediction models is that the prediction is classified into three or four categories, rather than just two the default and not default classes. Then we compare five DM models: two decision trees (DTs), two neural networks (NNs) and one support vector machine (SVM) and use two metrics: average percent hit rate and area of the lift cumulative curve to evaluate the prediction results. The Empirical result shows that the term of loan, annual income, the amount of loan, debt-to-income ratio, credit grade and revolving line utilization play an important role in loan defaults. And SVM, Classification and Regression Tree (CART) and Multi-layer perceptron (MPL)'s prediction performance are almost equal.","PeriodicalId":334733,"journal":{"name":"2015 Fifth International Conference on Communication Systems and Network Technologies","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129325581","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: 61

Association Rule Mining Based on Density and Regional Minimum Support 基于密度和区域最小支持度的关联规则挖掘

2015 Fifth International Conference on Communication Systems and Network Technologies Pub Date : 2015-04-04 DOI: 10.1109/CSNT.2015.227

K. Soni, Jitendra Agrawal, S. Sharma, Shikha Agrawal

{"title":"Association Rule Mining Based on Density and Regional Minimum Support","authors":"K. Soni, Jitendra Agrawal, S. Sharma, Shikha Agrawal","doi":"10.1109/CSNT.2015.227","DOIUrl":"https://doi.org/10.1109/CSNT.2015.227","url":null,"abstract":"Data mining means looking for specific examples inside expansive sets of data, which makes a considerable measure of conceivable outcomes for business administrators and leaders. In true, data mining examiners typically are gone up against with a nature; the database would be changed about whether, and the experts may need to set diverse support stipulations to uncover genuine educational standards. Productively upgrading the found affiliation administers subsequently turns into a critical issue. In this paper, we consider the issue of element mining of affiliation tenets with grouping cosmology and with single numerous minimum supports requirement. We explore how to effectively upgrade the ran across affiliation guidelines when there is transaction redesign to the database and the expert has refined the support imperative. Mining regular examples in transaction databases, time-arrangement databases, and numerous different sorts of databases has been examined prominently in data mining exploration. We utilize thickness minimum support so we diminish the execution time. Our methodology supports the zonal minimum support, by this methodology we can keep the transaction on the predictable timetable, then we give three unique thickness zone centered around the transaction and minimum support which is low (L), Medium (M), High (H). Considering the zonal support, we sort the thing set for pruning. So our methodology is useful for pruning the data zone smart, because the support order is not same in all, it must be arranged by the populace guests. So the fundamental point is to group and location naturally thickness savvy. Our calculation gives the adaptability to enhanced affiliation and element support.","PeriodicalId":334733,"journal":{"name":"2015 Fifth International Conference on Communication Systems and Network Technologies","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130583231","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: 1

Speech Bandwidth Extension Based on GMM and Clustering Method 基于GMM和聚类方法的语音带宽扩展

2015 Fifth International Conference on Communication Systems and Network Technologies Pub Date : 2015-04-04 DOI: 10.1109/CSNT.2015.233

Yingxue Wang, Shenghui Zhao, Yibiao Yu, Jingming Kuang

引用次数: 11

Reconstruction of an Archeological Site in Real Time Domain by Using Software Techniques 基于软件技术的考古遗址实时重建

2015 Fifth International Conference on Communication Systems and Network Technologies Pub Date : 2015-04-04 DOI: 10.1109/CSNT.2015.44

B. Koyuncu, A. Gokce, Pejman Panahi

引用次数: 1

Secure Composition of ECC-PAKE Protocol for Multilayer Consensus Using Signcryption 基于签名加密的多层一致性ECC-PAKE协议的安全组成

2015 Fifth International Conference on Communication Systems and Network Technologies Pub Date : 2015-04-04 DOI: 10.1109/CSNT.2015.91

G. Kumar, H. Saini

引用次数: 0

The Planar Coupled-Fed Multiband Antenna for Mobile Handset Application 手机用平面耦合馈电多波段天线

2015 Fifth International Conference on Communication Systems and Network Technologies Pub Date : 2015-04-04 DOI: 10.1109/CSNT.2015.209

Wei‐Chieh Chang, Chia-Hao Ku

引用次数: 2