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2015 15th International Conference on Intelligent Systems Design and Applications (ISDA)最新文献

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Methods for detection of cyberbullying: A survey 网络欺凌的检测方法:一项调查
2015 15th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2015-12-01 DOI: 10.1109/ISDA.2015.7489220
Rekha Sugandhi, Anurag Pande, S. Chawla, Abhishek Agrawal, Husen Bhagat
{"title":"Methods for detection of cyberbullying: A survey","authors":"Rekha Sugandhi, Anurag Pande, S. Chawla, Abhishek Agrawal, Husen Bhagat","doi":"10.1109/ISDA.2015.7489220","DOIUrl":"https://doi.org/10.1109/ISDA.2015.7489220","url":null,"abstract":"The advent of the digital age has paved the way for a new form of bullying which often leads to social stigma. With an increase in the use of social media platforms by adolescents, cyber bullying has become quite rampant and in some extreme cases it has also resulted in suicides by the victims. Very little efforts have been taken to curb this social menace and hence, this paper tries to address this issue by reviewing the steps that can be undertaken to detect cyber bullying on online social networks. This paper aims to review the different methods and algorithms used for detection in cyber bullying and provide a comparative study amongst them so as to decide which method is the most effective approach and provides the best accuracy.","PeriodicalId":196743,"journal":{"name":"2015 15th International Conference on Intelligent Systems Design and Applications (ISDA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129653809","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: 24
Comparison of e-readiness composite indicators 电子就绪综合指标的比较
2015 15th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2015-12-01 DOI: 10.1109/ISDA.2015.7489207
Lamriq Rabii, Doukkali Abdelaziz
{"title":"Comparison of e-readiness composite indicators","authors":"Lamriq Rabii, Doukkali Abdelaziz","doi":"10.1109/ISDA.2015.7489207","DOIUrl":"https://doi.org/10.1109/ISDA.2015.7489207","url":null,"abstract":"The e-readiness is an assessment tool designed to measure and analyse the level of ICT integration in development of country. Several tools of e-readiness using composite indicators approach to calculate the final index that characterizes the purpose of the e-readiness study. Based on selected individual indicators, composites can provide a way to benchmark and gauge the level of the countries' economic progress. The main goal of this paper is to present a comparative study of the best-known e-readiness composite indicators based on some criteria such as: the estimation of missing data, normalization, weighting, and index calculation.","PeriodicalId":196743,"journal":{"name":"2015 15th International Conference on Intelligent Systems Design and Applications (ISDA)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129748353","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 spatio-temporal covariance descriptor for person re-identification 人再识别的时空协方差描述符
2015 15th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2015-12-01 DOI: 10.1109/ISDA.2015.7489188
Bassem Hadjkacem, W. Ayedi, M. Abid, H. Snoussi
{"title":"A spatio-temporal covariance descriptor for person re-identification","authors":"Bassem Hadjkacem, W. Ayedi, M. Abid, H. Snoussi","doi":"10.1109/ISDA.2015.7489188","DOIUrl":"https://doi.org/10.1109/ISDA.2015.7489188","url":null,"abstract":"In intelligent video surveillance systems, tracking people in non overlapping camera networks is a major challenge. To deal with the change of illumination, occlusion, change of view, etc., it is essential to seek the most robust object descriptor invariant during changes. By exploiting the performance of covariance descriptor, we propose a spatio-temporal covariance descriptor. This descriptor deals not only one picture as the majority of descriptors, but also considers groups of pictures to implicitly encode the described object motion by the integration of time parameter. The experiments conducted on “CAVIAR4REID” database showed these improvements. The person recognition rate in the first rank is improved by more than 10% compared to other descriptors.","PeriodicalId":196743,"journal":{"name":"2015 15th International Conference on Intelligent Systems Design and Applications (ISDA)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124595996","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: 6
Data fusion architectures: A survey and comparison 数据融合架构:调查与比较
2015 15th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2015-12-01 DOI: 10.1109/ISDA.2015.7489238
S. B. Ayed, H. Trichili, A. Alimi
{"title":"Data fusion architectures: A survey and comparison","authors":"S. B. Ayed, H. Trichili, A. Alimi","doi":"10.1109/ISDA.2015.7489238","DOIUrl":"https://doi.org/10.1109/ISDA.2015.7489238","url":null,"abstract":"The data fusion architecture has an important role in the efficiency of the processed information and the significance of the made decision at the output level. For this reason, we choose to concentrate this paper on architectures of systems working on information fusion. This will allow scientists to have an idea about which architecture is more suitable to their application, and in which step one can work in order to modify the information fusion process or to ameliorate a given framework.","PeriodicalId":196743,"journal":{"name":"2015 15th International Conference on Intelligent Systems Design and Applications (ISDA)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121988180","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: 18
Determination of an optimal feature selection method based on maximum Shapley value 基于最大Shapley值的最优特征选择方法的确定
2015 15th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2015-12-01 DOI: 10.1109/ISDA.2015.7489211
F. Mokdad, D. Bouchaffra, Nabil Zerrouki, A. Touazi
{"title":"Determination of an optimal feature selection method based on maximum Shapley value","authors":"F. Mokdad, D. Bouchaffra, Nabil Zerrouki, A. Touazi","doi":"10.1109/ISDA.2015.7489211","DOIUrl":"https://doi.org/10.1109/ISDA.2015.7489211","url":null,"abstract":"We propose a novel feature selection methodology based on game theory. In this context, the players are the various feature selection methods and the characteristic function (payoff) represents the feature ranking agreement within a coalition of players. The Shapley value assigned to each feature selection method is computed and ranked from higher to lower. The best feature selection method is identified as the one having the highest Shapley value. Finally, we have performed a score fusion scheme using the Borda Count (BC) consensus function as a benchmark to the maximum-Shapley value proposed approach. In order to validate the results obtained experimentally, we have performed a classification using a set of UCI and Statlog datasets by invoking an SVM classifier. Experimental results demonstrate the efficiency of the proposed methodology compared to some state-of-the-art approaches.","PeriodicalId":196743,"journal":{"name":"2015 15th International Conference on Intelligent Systems Design and Applications (ISDA)","volume":"11 18","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120826317","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: 9
Optimization techniques of static 3D triangular mesh compression: A survey 静态三维三角网格压缩优化技术综述
2015 15th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2015-12-01 DOI: 10.1109/ISDA.2015.7489262
Soumaya Hachicha, Akram Elkefi, C. Amar
{"title":"Optimization techniques of static 3D triangular mesh compression: A survey","authors":"Soumaya Hachicha, Akram Elkefi, C. Amar","doi":"10.1109/ISDA.2015.7489262","DOIUrl":"https://doi.org/10.1109/ISDA.2015.7489262","url":null,"abstract":"In the last decade, the extensive evolution of 3D graphic applications has induced developpers to enhance the 3D mesh compression techniques. Therefore, 3D models are compressed, transmitted and rendered more and more in real-time and with high quality. Moreover, many out-of-core algorithms are proposed to process complex objects. In this paper, we review the major existing technologies for the single-rate and progressive 3D mesh compression. Then, representative out-of-core approaches are surveyed in details. Finally, we represent some parallel schemes exploiting the evolution of many-core GPU architecture.","PeriodicalId":196743,"journal":{"name":"2015 15th International Conference on Intelligent Systems Design and Applications (ISDA)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126909273","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 deep convolutional neural wavelet network to supervised Arabic letter image classification 基于深度卷积神经小波网络的监督阿拉伯字母图像分类
2015 15th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2015-12-01 DOI: 10.1109/ISDA.2015.7489226
S. Hassairi, R. Ejbali, M. Zaied
{"title":"A deep convolutional neural wavelet network to supervised Arabic letter image classification","authors":"S. Hassairi, R. Ejbali, M. Zaied","doi":"10.1109/ISDA.2015.7489226","DOIUrl":"https://doi.org/10.1109/ISDA.2015.7489226","url":null,"abstract":"In this paper, a new approach to supervised image classification is suggested. It's conducted by the combination of two techniques of learning: the wavelet network and the deep learning. This new approach consists of performing the classification of one class versus all the other classes of the dataset by the reconstruction of a convolutional deep neural wavelet network. This network is obtained using a series of stacked auto-encoders and a linear classifier. Finally, a local contrast normalization and an intelligent pooling are applied to our network. The experimental test of our approach performed on Arabic Printed Text Image (APTI) dataset demonstrates that our model is remarkably efficient for image classification compared to a known classifier.","PeriodicalId":196743,"journal":{"name":"2015 15th International Conference on Intelligent Systems Design and Applications (ISDA)","volume":"98 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130724016","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: 16
SAID: A new stemmer algorithm to indexing unstructured Document 一种新的非结构化文档索引算法
2015 15th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2015-12-01 DOI: 10.1109/ISDA.2015.7489180
Kabil Boukhari, Mohamed Nazih Omri
{"title":"SAID: A new stemmer algorithm to indexing unstructured Document","authors":"Kabil Boukhari, Mohamed Nazih Omri","doi":"10.1109/ISDA.2015.7489180","DOIUrl":"https://doi.org/10.1109/ISDA.2015.7489180","url":null,"abstract":"In this work, we propose a new stemmer algorithm to indexing unstructured Document. It can detect the most relevant words in an unstructured document. This algorithm is based on two main modules: the first module ensures the processing of compound words and the second allows the detection of the endings of the words that have not been taken into consideration by the approaches presented in literature. The proposed algorithm allows the detection and removal of suffixes and enriches the basis of suffixes by eliminating the suffixes of compound words. We have experienced our algorithm on a standard basis of terms and the results show the remarkable effectiveness of our algorithm compared to others presented in related works.","PeriodicalId":196743,"journal":{"name":"2015 15th International Conference on Intelligent Systems Design and Applications (ISDA)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116783880","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
Quality evaluation of web sites: A comparative study of some Multiple Criteria Decision Making methods 网站质量评价:几种多准则决策方法的比较研究
2015 15th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2015-12-01 DOI: 10.1109/ISDA.2015.7489183
Rim Rekik, I. Kallel, A. Alimi
{"title":"Quality evaluation of web sites: A comparative study of some Multiple Criteria Decision Making methods","authors":"Rim Rekik, I. Kallel, A. Alimi","doi":"10.1109/ISDA.2015.7489183","DOIUrl":"https://doi.org/10.1109/ISDA.2015.7489183","url":null,"abstract":"Multiple Criteria Decision Making (MCDM) is widely used in everyday life especially to make decisions between conflicted criteria. In this paper, MCDM is explored in the Web domain that plays a major role in the modern society. A web site can provide or not users' needs. Assess the quality of web sites requires a list of criteria and sub-criteria, they depend also on web site category. So, to qualify criteria versus others it is important to resort to Multi-Criteria decision Making method. Weighing criteria, ranking web sites or other purposes of assessment can be resolved by MCDM. This paper identifies and discusses some methods and techniques in this area; it proposes also a comparative study between them and concludes with some findings discussions and future issues.","PeriodicalId":196743,"journal":{"name":"2015 15th International Conference on Intelligent Systems Design and Applications (ISDA)","volume":"204 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122438810","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
Spider's behavior for ant based clustering algorithm 基于蚂蚁聚类算法的蜘蛛行为
2015 15th International Conference on Intelligent Systems Design and Applications (ISDA) Pub Date : 2015-12-01 DOI: 10.1109/ISDA.2015.7489234
A. Hamdi, N. Monmarché, M. Slimane, A. Alimi
{"title":"Spider's behavior for ant based clustering algorithm","authors":"A. Hamdi, N. Monmarché, M. Slimane, A. Alimi","doi":"10.1109/ISDA.2015.7489234","DOIUrl":"https://doi.org/10.1109/ISDA.2015.7489234","url":null,"abstract":"This paper describes a novel bio-inspired metaheuristic named ASClass for data clustering problem. The particular principles used for the design of this strategy are inspired by the foraging behavior observed in ant colony. In this technique, an ant colony optimization algorithm is used to search a closed tour of minimal length connecting n objects in database. The process of building path-object is inspired by the collective weaving observed in social spiders.","PeriodicalId":196743,"journal":{"name":"2015 15th International Conference on Intelligent Systems Design and Applications (ISDA)","volume":"176 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122995881","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: 3
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