2013 IEEE Recent Advances in Intelligent Computational Systems (RAICS)最新文献_第6页

Human face based approach for video summarization 基于人脸的视频摘要方法

2013 IEEE Recent Advances in Intelligent Computational Systems (RAICS) Pub Date : 2013-12-01 DOI: 10.1109/RAICS.2013.6745481

R. Hari, C. P. Roopesh, M. Wilscy

引用次数: 8

Random forest classifier based multi-document summarization system 基于随机森林分类器的多文档摘要系统

2013 IEEE Recent Advances in Intelligent Computational Systems (RAICS) Pub Date : 2013-12-01 DOI: 10.1109/RAICS.2013.6745442

Ansamma John, M. Wilscy

{"title":"Random forest classifier based multi-document summarization system","authors":"Ansamma John, M. Wilscy","doi":"10.1109/RAICS.2013.6745442","DOIUrl":"https://doi.org/10.1109/RAICS.2013.6745442","url":null,"abstract":"In the recent times, the requirement for generation of multi-document summary has gained a lot of attention among the researchers due to the information explosion in the web media. Mostly, the text summarization technique uses the sentence extraction technique where the salient sentences in the multiple documents are extracted and presented as a summary. In our proposed system, we have developed a random forest classifier based multi-document summarization system that differentiates the sentences in the multiple documents as one belonging to the summary or not belonging to the summary. For this each sentence in the documents is represented by a set of feature scores. Classifier is trained using feature scores and summary information of each sentence in the document set. Feature scores of sentences of multiple documents to be summarized are given as the test document for the classifier. From the output of the classifier, sentences that belonging to the summary class, a required size summary is generated using Maximal Marginal Relevance. The experiments are conducted using the DUC 2002 dataset and its corresponding summary. Experimental results show the quality of the summary generated by this method is good in terms of relevance and novelty.","PeriodicalId":184155,"journal":{"name":"2013 IEEE Recent Advances in Intelligent Computational Systems (RAICS)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131868847","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

Clustering of web sessions by FOGSAA 基于FOGSAA的web会话聚类

2013 IEEE Recent Advances in Intelligent Computational Systems (RAICS) Pub Date : 2013-12-01 DOI: 10.1109/RAICS.2013.6745488

Angana Chakraborty, S. Bandyopadhyay

引用次数: 12

Structuring the design space of the ICT architecture for the Smart Grid 构建智能电网ICT体系结构的设计空间

2013 IEEE Recent Advances in Intelligent Computational Systems (RAICS) Pub Date : 2013-12-01 DOI: 10.1109/RAICS.2013.6745456

C. M. Portela, H. Slootweg, Marko van Eekelen

{"title":"Structuring the design space of the ICT architecture for the Smart Grid","authors":"C. M. Portela, H. Slootweg, Marko van Eekelen","doi":"10.1109/RAICS.2013.6745456","DOIUrl":"https://doi.org/10.1109/RAICS.2013.6745456","url":null,"abstract":"Current electricity grids are developing towards so called “Smart Grids”. Within these Smart Grids information and communication technology (ICT) will play a role in new categories of communication, measurement and control equipment in the electricity grid. Furthermore, it will play a role in the communication between the main actors of a Smart Grid (Market players, Grid Operators and Consumers) and inside the home of the consumer. For ICT architects it is difficult to make the appropriate architectural design choices as different architecture variants are possible and their design space has not been structured. In order to help ICT architects we have structured the design space of the ICT architecture for the Smart Grid and we briefly show how the structured design space can be used in concrete Smart Grid projects. In this paper, first an overview will be given of current views on Smart Grids. Then, the applied research strategy will be explained and the resulting ICT architecture variants for the Smart Grid are presented. The design space is structured based on market orientedness, grid orientedness and the level of distributedness of these architecture variants. Finally, the ICT architecture variants are positioned in the 3-dimensional design space and an overview is given of how the design space could be used in concrete Smart Grid projects.","PeriodicalId":184155,"journal":{"name":"2013 IEEE Recent Advances in Intelligent Computational Systems (RAICS)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127252366","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