2015 International Conference on Intelligent Networking and Collaborative Systems最新文献_第2页

A Novel Exemplar-Based Image Inpainting Algorithm 一种新的基于样本的图像绘制算法

2015 International Conference on Intelligent Networking and Collaborative Systems Pub Date : 2015-09-02 DOI: 10.1109/INCoS.2015.15

Y. Liu, Chanjuan Liu, Hailin Zou, Shusen Zhou, Qian Shen, Tongtong Chen

引用次数: 8

Monte Carlo Schemata Searching for Physical Activity Recognition 蒙特卡罗模式搜索的身体活动识别

2015 International Conference on Intelligent Networking and Collaborative Systems Pub Date : 2015-09-02 DOI: 10.1109/INCoS.2015.24

Alejandro Baldominos Gómez, P. I. Viñuela, Y. Sáez, B. Manderick

{"title":"Monte Carlo Schemata Searching for Physical Activity Recognition","authors":"Alejandro Baldominos Gómez, P. I. Viñuela, Y. Sáez, B. Manderick","doi":"10.1109/INCoS.2015.24","DOIUrl":"https://doi.org/10.1109/INCoS.2015.24","url":null,"abstract":"Medical literature have recognized physical activity as a key factor for a healthy life due to its remarkable benefits. However, there is a great variety of physical activities and not all of them have the same effects on health nor require the same effort. As a result, and due to the ubiquity of commodity devices able to track users' motion, there is an increasing interest on performing activity recognition in order to detect the type of activity carried out by the subjects and being able to credit them for their effort, which has been detected as a key requirement to promote physical activity. This paper proposes a novel approach for performing activity recognition using Monte Carlo Schemata Search (MCSS) for feature selection and random forests for classification. To validate this approach we have carried out an evaluation over PAMAP2, a public dataset on physical activity available in UCI Machine Learning repository, enabling replication and assessment. The experiments are conducted using leave-one-subject-out cross validation and attain classification accuracies of over 93% by using roughly one third of the total set of features. Results are promising, as they outperform those obtained in other works on the same dataset and significantly reduce the set of features used, which could translate in a decrease of the number of sensors required to perform activity recognition and, as a result, a reduction of costs.","PeriodicalId":345650,"journal":{"name":"2015 International Conference on Intelligent Networking and Collaborative Systems","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126110410","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: 4

An Energy-saving Geographic Routing in Wireless Sensor Network 无线传感器网络中的一种节能地理路由

2015 International Conference on Intelligent Networking and Collaborative Systems Pub Date : 2015-09-02 DOI: 10.1109/INCoS.2015.27

Xiao-ou Song

引用次数: 3

Application of SNS-Based Collaboration Scheme into Reproductive Design Education and Collaborative Design with Information Sharing 基于sns的协同方案在生殖设计教育和信息共享协同设计中的应用

2015 International Conference on Intelligent Networking and Collaborative Systems Pub Date : 2015-09-02 DOI: 10.1109/INCoS.2015.93

Masatoshi Imai, Y. Imai

{"title":"Application of SNS-Based Collaboration Scheme into Reproductive Design Education and Collaborative Design with Information Sharing","authors":"Masatoshi Imai, Y. Imai","doi":"10.1109/INCoS.2015.93","DOIUrl":"https://doi.org/10.1109/INCoS.2015.93","url":null,"abstract":"A campus-based Social Networking System (SNS) has been newly designed and implemented to realize network-based smart community like domain-oriented SNS for collaborative design and decision making in a relatively short period. It can play a role to provide information sharing and communicating. Students of the design education course of our college always need to learn both of knowledge and techniques, the former is necessary to design some objects and the latter are essential to utilize tools as well as equipments. It is important to provide not only knowledge but also techniques in efficient and effective ways. For the sake of building large-scale poster for college promotion and the publicity of entrance examination, we must build up such a poster by means of the above information sharing and communicating system. This paper reports our SNS-based collaboration scheme and its application to both of collaborative design education and our real task of poster design. The scheme can play a role of such a design bed and communicating environment of collaborative design and decision making.With our SNS-based collaboration scheme, we can perform the real collaborative design for design education and poster creation in a short period. Its performance let the collaborative design and decision making more fruitful.","PeriodicalId":345650,"journal":{"name":"2015 International Conference on Intelligent Networking and Collaborative Systems","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127563488","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: 0

A GA-Based Simulation System for WMNs: Performance Analysis of WMN-GA System for Different WMN Architectures Considering DCF and EDCA 基于遗传算法的WMN仿真系统:考虑DCF和EDCA的不同WMN结构下WMN- ga系统性能分析

2015 International Conference on Intelligent Networking and Collaborative Systems Pub Date : 2015-09-02 DOI: 10.1109/INCoS.2015.81

Tetsuya Oda, Makoto Ikeda, L. Barolli, F. Xhafa, M. Takizawa

{"title":"A GA-Based Simulation System for WMNs: Performance Analysis of WMN-GA System for Different WMN Architectures Considering DCF and EDCA","authors":"Tetsuya Oda, Makoto Ikeda, L. Barolli, F. Xhafa, M. Takizawa","doi":"10.1109/INCoS.2015.81","DOIUrl":"https://doi.org/10.1109/INCoS.2015.81","url":null,"abstract":"Wireless Mesh Networks (WMNs) are attracting a lot of attention from wireless network researchers. Node placement problems have been investigated for a long time in the optimization field due to numerous applications in location science. In our previous work, we evaluated WMN-GA system which is based on Genetic Algorithms (GAs) to find an optimal location assignment for mesh routers. In this paper, we evaluate the performance of two WMN architectures considering throughput, delay, jitter and fairness index metrics. For simulations, we used ns-3 and Optimized Link State Routing (OLSR). We compare the performance for Distributed Coordination Function (DCF) and Enhanced Distributed Channel Access (EDCA) for normal distribution of mesh clients by sending multiple Constant Bit Rate (CBR) flows in the network. The simulation results show that the throughput of I/B WMN is higher than Hybrid WMN architecture. The delay and jitter of Hybrid WMN is a lower compared with I/B WMN. The fairness index of 10 and 20 flows is higher than 30 flows for both architectures. In I/B architecture the fairness index of DCF is higher than EDCA. However, for Hybrid WMN, the fairness index of EDCA is higher than DCF.","PeriodicalId":345650,"journal":{"name":"2015 International Conference on Intelligent Networking and Collaborative Systems","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130875989","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

A Comprehensive Evaluation of a Novel Approach to Probabilistic Information Extraction from Large Unstructured Datasets 大型非结构化数据集概率信息提取新方法的综合评价

2015 International Conference on Intelligent Networking and Collaborative Systems Pub Date : 2015-09-02 DOI: 10.1109/INCoS.2015.36

M. Trovati

引用次数: 0

Differential Evolution Enhanced by the Closeness Centrality: Initial Study 接近中心性增强的差异进化:初步研究

2015 International Conference on Intelligent Networking and Collaborative Systems Pub Date : 2015-09-02 DOI: 10.1109/INCoS.2015.65

Lenka Skanderová, Tomáš Fabián, I. Zelinka

{"title":"Differential Evolution Enhanced by the Closeness Centrality: Initial Study","authors":"Lenka Skanderová, Tomáš Fabián, I. Zelinka","doi":"10.1109/INCoS.2015.65","DOIUrl":"https://doi.org/10.1109/INCoS.2015.65","url":null,"abstract":"The closeness centrality can be considered as the natural distance metric between pairs of nodes in connected graphs. This paper is the initial study of the influence of the closeness centrality of the graph built on the basis of the differential evolution dynamics to the differential evolution convergence rate. Our algorithm is based on the principle that the differential evolution creates graph for each generation, where nodes represent the individuals and edges the relationships between them. For each individual the closeness centrality is computed and on the basis of its value the individuals are selected in the mutation step of the algorithm. The higher value of the closeness centrality means the higher probability to become the parent in the mutation step. This enhancement has been incorporated in the classical differential evolution and a set of 21 well-known benchmark functions has been used to test and evaluate the performance of the proposed enhancement of the differential evolution. The experimental results and statistical analysis indicate that the enhanced algorithm performs better or at least comparable to its original version.","PeriodicalId":345650,"journal":{"name":"2015 International Conference on Intelligent Networking and Collaborative Systems","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114911894","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: 10

Towards a Kansei WordNet by Color Design SNS Evaluation 从色彩设计的SNS评价看感性WordNet

2015 International Conference on Intelligent Networking and Collaborative Systems Pub Date : 2015-09-02 DOI: 10.1109/INCoS.2015.57

Kaori Yoshida, Dwilya Makiwan, M. Köppen

引用次数: 2

Two-Dimensional Private Set Intersection in Big Data 大数据中的二维私集交集

2015 International Conference on Intelligent Networking and Collaborative Systems Pub Date : 2015-09-02 DOI: 10.1109/INCoS.2015.77

Xiuguang Li, Pan Feng, Shuguang Liu

引用次数: 0

Spam Detection Based on Nearest Community Classifier 基于最近社区分类器的垃圾邮件检测

2015 International Conference on Intelligent Networking and Collaborative Systems Pub Date : 2015-09-02 DOI: 10.1109/INCoS.2015.75

Michal Prilepok, M. Kudelka

引用次数: 3