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2015 International Conference on Computers, Communications, and Systems (ICCCS)最新文献

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An enhanced dimensionality reduction for multi-label learning 一种增强的多标签学习降维方法
2015 International Conference on Computers, Communications, and Systems (ICCCS) Pub Date : 2015-11-01 DOI: 10.1109/CCOMS.2015.7562894
Yanqing Shao, Kai Yan
{"title":"An enhanced dimensionality reduction for multi-label learning","authors":"Yanqing Shao, Kai Yan","doi":"10.1109/CCOMS.2015.7562894","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562894","url":null,"abstract":"Locally Linear Embedding (LLE) manifold algorithm is a kind of unsupervised dimensionality reduction algorithm, which preserves geometric structure of the local patches when high-dimensional data is mapped to a low-dimensional space. To solve `curse of dimensionality' problem and enhance the accuracy of multi-label learning, Variable K-nearest Locally Linear Embedding (VKLLE) and Variable K-nearest Semi-Supervised Locally Linear Embedding (VKSSLLE) are proposed. Different from existing approaches, the proposed algorithms calculate the proper number of nearest neighbors according to the distribution of sample points in dataset, which avoids smoothing or elimination of small-scale structure in the manifold as well as false division of the continuous manifold into irrelevant sub-manifolds. To verify the performances of the proposed algorithms, different dimensionality reduction algorithms are respectively incorporated with multi-label naive Bayes classifier to solve multi-label learning problem. Results on artificial dataset and two real-world datasets show that proposed algorithms can effectively enhance the accuracy of multi-label learning.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123115820","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 view selection method based on particle swarm optimization 一种基于粒子群优化的视图选择方法
2015 International Conference on Computers, Communications, and Systems (ICCCS) Pub Date : 2015-11-01 DOI: 10.1109/CCOMS.2015.7562874
Yao Xiaoling, Wang Yanni
{"title":"A view selection method based on particle swarm optimization","authors":"Yao Xiaoling, Wang Yanni","doi":"10.1109/CCOMS.2015.7562874","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562874","url":null,"abstract":"An automatic viewpoint selection method based on the particle swarm optimization is proposed in this paper. The method introduces artificial intelligent techniques to design transfer function and select optimal viewpoint. By the method, the search for the transfer function and the optimal viewpoint are reformulated as a global optimization problem to decrease the reluctant interactions and computations. With this method the optimal position of the observation data is provided. This method improves the visualization efficiency by displaying as much information as possible on the screen.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122999283","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 mirror neuron based neural network for website classification 基于镜像神经元的网站分类神经网络
2015 International Conference on Computers, Communications, and Systems (ICCCS) Pub Date : 2015-11-01 DOI: 10.1109/CCOMS.2015.7562909
N. Giri, R. Ravindran, Riya Suchdev, Yash Tanna
{"title":"A mirror neuron based neural network for website classification","authors":"N. Giri, R. Ravindran, Riya Suchdev, Yash Tanna","doi":"10.1109/CCOMS.2015.7562909","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562909","url":null,"abstract":"Mirror neurons become responsive whenever an animal performs a peculiar action or when it observes a certain action being performed. The discovery of these neurons in humans has explained quite a lot of our behaviour patterns. The decoding logic of these neurons forms the vital component to the proposed neural network in this paper. The backdrop to the central idea of mirror neurons is the notion that people's behaviour tends to effect the way in which they browse the web. Using these ideas a neural network can be built based on the working of mirror neurons which can play a vital role in classifying websites into categories. DMOZ provides an open directory of websites and using this large database as a training set, the neural network is trained. The neural network is then subjected to websites that are not listed in DMOZ and are classified based on their mirroring percentage. The decoding principles of mirror neurons are discussed and their role in the foundation for the design of the neural network is explained in detail. The results obtained can be used to effectively classify new websites into one of the DMOZ categories.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114369060","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
Simplified histograms of oriented gradient features extraction algorithm for the hardware implementation 简化直方图的定向梯度特征提取算法的硬件实现
2015 International Conference on Computers, Communications, and Systems (ICCCS) Pub Date : 2015-11-01 DOI: 10.1109/CCOMS.2015.7562899
Yuqian Li, Guangda Su
{"title":"Simplified histograms of oriented gradient features extraction algorithm for the hardware implementation","authors":"Yuqian Li, Guangda Su","doi":"10.1109/CCOMS.2015.7562899","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562899","url":null,"abstract":"The Histograms of Oriented Gradient features are common object detection feature descriptors in computer vision and image processing. The features are widely used in the field of pedestrian detection, but the calculation speed is slow, and it is not fit for the situation of high real-time demand. This paper introduces the original HOG feature extraction algorithm, and simplifies some time consuming steps for the hardware implementation, namely gradient calculation in the HOG feature extraction and histogram calculation to meet the requirements for hardware implementation. This paper also particularly analyzed the size of gradient used in different simplified methods, shows the simulation results in Matlab2014a, and compared the calculation results and computing time of different methods, proving the correctness and efficiency of the simplified method, which lays a theoretical basis for the follow-up of hardware implementation.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124135271","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: 14
Application of graphic language in interior environment 图形语言在室内环境中的应用
2015 International Conference on Computers, Communications, and Systems (ICCCS) Pub Date : 2015-11-01 DOI: 10.1109/CCOMS.2015.7562903
Huachun Cui, Weimin Guo
{"title":"Application of graphic language in interior environment","authors":"Huachun Cui, Weimin Guo","doi":"10.1109/CCOMS.2015.7562903","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562903","url":null,"abstract":"Graphic language is very active in modern interior environment, becoming one of the main means to build spatial experience. Its application range becomes wider and wider, language function becomes more and more diversified, and expression form becomes freer and freer. The discussion on the graphic language of interior space needs to obey its own complexity and adopt multi-dimensional angles, breaking through from the aspects of “exploiting language elements”, “expanding expression methods”, “analyzing graphic context”, and “constructing graphic interface”.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131937362","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
Multi-step GA for better results 多步遗传算法，效果更好
2015 International Conference on Computers, Communications, and Systems (ICCCS) Pub Date : 2015-11-01 DOI: 10.1109/CCOMS.2015.7562852
G. Wang, Zhaogang Han
{"title":"Multi-step GA for better results","authors":"G. Wang, Zhaogang Han","doi":"10.1109/CCOMS.2015.7562852","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562852","url":null,"abstract":"GA (Genetic Algorithm) returns a little different optimization results each time GA runs, caused by its stochastic nature. How do we get better results which means the optimization result as close to the actual minimum/maximum as possible by GA? The paper presents a trial method, as a practical optimizing strategy for GA, called multi-step GA to get the better optimization result than that result calculated by GA running once. The multi-step GA introduces the two variable “maxStep” and “maxRound” as the new stopping conditions to specify the number of iterations so that GA can get better results in limited trial steps. It is proved that the method is an effective method for GA to increase accuracy generally by three different experiments regardless of optimization problems and varieties of GA. The method presented in this paper improves the accuracy of GA in whole or externally instead of improving the component parts of GA internally. It let the evolution of the world of the genome finish completely, and replays the world again and again to find the optimal result of that world.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125860249","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
FPGA implementation of WSLCE sequence for GNSS applications 用于GNSS应用的WSLCE序列的FPGA实现
2015 International Conference on Computers, Communications, and Systems (ICCCS) Pub Date : 2015-11-01 DOI: 10.1109/CCOMS.2015.7562880
A. Rajagopal, A. Hariharasudhan, K. Sudha
{"title":"FPGA implementation of WSLCE sequence for GNSS applications","authors":"A. Rajagopal, A. Hariharasudhan, K. Sudha","doi":"10.1109/CCOMS.2015.7562880","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562880","url":null,"abstract":"Pseudo Random Sequence is used in Spread spectrum system. One such PRN sequence, SLCE (Sidelnikov, Lempel, Cohn, Eastman), is studied in this paper. The SLCE sequence is used in Global Navigation Satellite System(GNSS) as the spreading sequence. By studying the Weil Sequence along with SLCE sequence, a class of Binary PRN sequence called Weil-SLCE(WSLCE) is implemented on Kintex 7 FPGA. The auto correlation, cross correlation and other complexities of the WSLCE sequence are examined. This sequence is intended to be used in the current GNSS as well as in the future GNSS which are still in development stage.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121216106","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
The evaluation of Unmanned Aircraft System (UAS) globally harmonized spectrum 无人机系统(UAS)全局协调频谱评价
2015 International Conference on Computers, Communications, and Systems (ICCCS) Pub Date : 2015-11-01 DOI: 10.1109/CCOMS.2015.7562888
M. Suryanegara, Naufan Raharya, M. Asvial
{"title":"The evaluation of Unmanned Aircraft System (UAS) globally harmonized spectrum","authors":"M. Suryanegara, Naufan Raharya, M. Asvial","doi":"10.1109/CCOMS.2015.7562888","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562888","url":null,"abstract":"This paper presents an approach to evaluate the Unmanned Aircraft System (UAS) globally harmonized spectrum. The review of UAS consists about the roadmap and the previous plans of compatibility research study. It leads to an approach, which proposes a model of interference as a method to assess the compatibility of incumbent system towards the new system. ITU has studied the potential use in 5000-5150 MHz. This frequency band is occupied mainly with aircraft-related communications. However, the previous planned spectrum has not yet supported BLoS signal. The problems are lack of satellite system in 5000-5150 MHz and lack of bandwidth in 960-1164 MHz and 5000-5150 MHz. Therefore, we give our attention to another spectrum such as FSS spectrum that is able to support large bandwidth and to provide satellite system. We identify the issues in BLoS radio signal and the parameter of compatibility. It yields a workflow that has an input, the parameters of compatibility and an output. The model we propose has a basis in interference model between two systems.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122230893","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
Encoding the regional features for person re-identification using locality-constrained linear coding 利用位置约束线性编码对区域特征进行再识别
2015 International Conference on Computers, Communications, and Systems (ICCCS) Pub Date : 2015-11-01 DOI: 10.1109/CCOMS.2015.7562896
Junnan Li, Zhen Yang, Huilin Xiong
{"title":"Encoding the regional features for person re-identification using locality-constrained linear coding","authors":"Junnan Li, Zhen Yang, Huilin Xiong","doi":"10.1109/CCOMS.2015.7562896","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562896","url":null,"abstract":"This paper presents a coding method for person re-identification, based on Locality-constrained Linear Coding (LLC), utilizing the locality constraints to project each descriptor into its local-coordinate system, in which a spatially weighted color feature combining with the HoG descriptor is introduced. The proposed encoding feature for LLC retains the basic form of Iterative re-weighting Sparse Ranking (ISR), and the final classification is directly made according to a normalized reconstruction error. Compared with other approaches, the proposed method avoids extracting sophisticated features and does not require the learning of a classifier. Experimental results show that the proposed approach improves rank-1 recognition accuracy on the CAVIAR4REID dataset from 29% to 31% with much lower computational costs.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116818867","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
A novel crescent shaped slot UWB antenna with band notch characteristics 一种具有带陷波特性的新型新月形缝隙超宽带天线
2015 International Conference on Computers, Communications, and Systems (ICCCS) Pub Date : 2015-11-01 DOI: 10.1109/CCOMS.2015.7562878
Nitin Kathuria, P. B. Mital
{"title":"A novel crescent shaped slot UWB antenna with band notch characteristics","authors":"Nitin Kathuria, P. B. Mital","doi":"10.1109/CCOMS.2015.7562878","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562878","url":null,"abstract":"A novel compact ultra-wideband (UWB) antenna with wideband and band notch characteristics is presented. Simulation of the designs is done using HFSS 12.1 and the return loss parameters of the two designs along with radiation patterns are presented. The wideband design is an omega type structure which gives a wide band width of approximately 8.3 GHz from 2.6Ghz to 10Ghz. Notched band characteristics in second design of 5.15-5.5GHz is achieved by cutting a crescent shaped slot in the radiating patch operating for the centre frequency bands of 3.6 GHz and 5.8 GHz. Simulated results show that the designs are good candidates for the UWB applications.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130357268","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
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