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2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)最新文献

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Formulae mining for diabetic nephropathy with treatment effect in traditional Chinese medicine 中药治疗糖尿病肾病的方剂挖掘
2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2017-12-01 DOI: 10.1109/ICCWAMTIP.2017.8301488
Xiaolin Zhu, Yongguo Liu
{"title":"Formulae mining for diabetic nephropathy with treatment effect in traditional Chinese medicine","authors":"Xiaolin Zhu, Yongguo Liu","doi":"10.1109/ICCWAMTIP.2017.8301488","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP.2017.8301488","url":null,"abstract":"Many studies have applied association rule algorithms in mining formulae in traditional Chinese medicine (TCM) so far. However, in these studies, the treatment effect of prescriptions is not considered. In the meantime, a proper minimum support threshold is needed for these association rule algorithms, which is difficult for doctors. This paper proposes TCMM (traditional Chinese medicine miner), a novel algorithm for mining the top-K weighted association rule which does not require the users to set a support threshold in advance. In addition, TCMM can analyze TCM formulae with treatment effect. After conducting several experiments on TCM formulae for diabetic nephropathy, we verify that our algorithm can facilitate doctors to conduct new drug discovery and make better clinical medicine selection.","PeriodicalId":259476,"journal":{"name":"2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"28 12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124472081","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
Traffic congestion detection by use of satellites view 利用卫星视图检测交通堵塞
2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2017-12-01 DOI: 10.1109/ICCWAMTIP.2017.8301495
Mudassir Khalil, Jianping Li, Abida Sharif, Jalaluddin Khan
{"title":"Traffic congestion detection by use of satellites view","authors":"Mudassir Khalil, Jianping Li, Abida Sharif, Jalaluddin Khan","doi":"10.1109/ICCWAMTIP.2017.8301495","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP.2017.8301495","url":null,"abstract":"Traffic congestion in major cities is very common problem. Every modern city wants to handle this problem. Being stuck in traffic jam wastes so much time and money of citizens. Traffic congestion can be minimized by timely inform about its happening to the concerned department and also to incoming traffic. For this we proposed an approach in which we use satellites to detect cities traffic congestion on real time. This approach not only informs about congestion but also provides a broader view of cities traffic. Plenty of satellites are available around earth. High resolution video is taken from a specific point in space with satellites cameras. This video is further processed by using images processing techniques, and congestion is detected in real time. In result section we proved this idea successfully.","PeriodicalId":259476,"journal":{"name":"2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"343 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115847133","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
Optimized design of fast single image dehazing algorithm 单幅图像快速去雾算法的优化设计
2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2017-12-01 DOI: 10.1109/ICCWAMTIP.2017.8301472
Lei Yang, He Bian, Jia Feng, L. Zhao, Hua Wang, Qing Liu, Hao Wang, Huawei Wang, Jiawen Liao
{"title":"Optimized design of fast single image dehazing algorithm","authors":"Lei Yang, He Bian, Jia Feng, L. Zhao, Hua Wang, Qing Liu, Hao Wang, Huawei Wang, Jiawen Liao","doi":"10.1109/ICCWAMTIP.2017.8301472","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP.2017.8301472","url":null,"abstract":"Imaging in the atmosphere presents the phenomenons of low contrast, low saturation and hue offset due to atmospheric particles such as haze and fog. In this paper, an optimized design method is proposed to remove haze from a single image. Based on the atmospheric scattering model, dark channel prior is used to estimate the value of global atmospheric light by an interval. Meanwhile, the initial estimation of medium transmission is obtained. And the white balance is performed to simplify the atmospheric scattering model. Then, to deal with the invalid case of the dark channel, we exploit a scheme to identify bright area based on dual threshold and develop a way to correct transmission rate, which enables the dark channel prior to be more applicable. Finally, enhanced processing is introduced by adopting nonlinear contrast stretching, which improves the visual effect of dehazing images. The experimental results show that the proposed method can achieve a faster processing speed, effectively improve the visibility and contrast of the restored image, and obtain good color effect.","PeriodicalId":259476,"journal":{"name":"2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"283 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133101096","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 new image fusion algorithm based on bayer format 一种新的基于拜耳格式的图像融合算法
2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2017-12-01 DOI: 10.1109/ICCWAMTIP.2017.8301469
Hao Wang, Su Yan, Lei Yang, Hua Wang, Jia Feng, Huawei Wang, Qing Liu, A. Yan, Jiawen Liao, G. Liu
{"title":"A new image fusion algorithm based on bayer format","authors":"Hao Wang, Su Yan, Lei Yang, Hua Wang, Jia Feng, Huawei Wang, Qing Liu, A. Yan, Jiawen Liao, G. Liu","doi":"10.1109/ICCWAMTIP.2017.8301469","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP.2017.8301469","url":null,"abstract":"At present, all the algorithms are based on RGB image fusion, and in fact most of the image acquisition and imaging equipment but not the RGB image, a color filter array based on the most common color in the array is the BAYER image format. This paper mainly expands a fusion algorithm based BAYER format. The new algorithm is better than RGB in standard deviation, spatial frequency and information entropy. From comparison of calculation amount, the algorithm of Bayer is less than that of RGB.","PeriodicalId":259476,"journal":{"name":"2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114827598","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
Feature detection and security evaluation of mobile phone based on decision tree 基于决策树的手机特征检测与安全评价
2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2017-12-01 DOI: 10.1109/ICCWAMTIP.2017.8301455
Zhimin Guo, Zhuo Lv, Boyang Zhou, Cen Chen
{"title":"Feature detection and security evaluation of mobile phone based on decision tree","authors":"Zhimin Guo, Zhuo Lv, Boyang Zhou, Cen Chen","doi":"10.1109/ICCWAMTIP.2017.8301455","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP.2017.8301455","url":null,"abstract":"Mobile phone unauthorized employment has been the most important reason of mobile security threat, but there is little method to protect mobile from stranger using. To solve this problem, we propose a mobile feature detection method based on decision tree, which can judge whether the user is legal by analyzing the user's feature and comparing with legal user's feature. It can prevent illegal user to make use of mobile and avoid theft happening. Experiments prove that the technique we propose in this article can successfully determine the users of mobile and avoid mobile unauthorized employment.","PeriodicalId":259476,"journal":{"name":"2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123698788","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
Maximizing the collective learning effects in regional economic development 最大化区域经济发展中的集体学习效应
2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2017-12-01 DOI: 10.1109/ICCWAMTIP.2017.8301509
Jian Gao
{"title":"Maximizing the collective learning effects in regional economic development","authors":"Jian Gao","doi":"10.1109/ICCWAMTIP.2017.8301509","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP.2017.8301509","url":null,"abstract":"Collective learning in economic development has been revealed by recent empirical studies, however, investigations on how to benefit most from its effects remain still lacking. In this paper, we explore the maximization of the collective learning effects using a simple propagation model to study the diversification of industries on real networks built on Brazilian labor data. For the inter-regional learning, we find an optimal strategy that makes a balance between core and periphery industries in the initial activation, considering the core-periphery structure of the industry space — a network representation of the relatedness between industries. For the inter-regional learning, we find an optimal strategy that makes a balance between nearby and distant regions in establishing new spatial connections, considering the spatial structure of the integrated adjacent network that connects all regions. Our findings suggest that the near to by random strategies are likely to make the best use of the collective learning effects in advancing regional economic development practices.","PeriodicalId":259476,"journal":{"name":"2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125343835","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: 5
Double-robust adaptive beamforming based on covariance matrix reconstruction and norm-bounded constraints 基于协方差矩阵重构和范数有界约束的双鲁棒自适应波束形成
2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2017-12-01 DOI: 10.1109/ICCWAMTIP.2017.8301508
Jie Yang, Z. Ye
{"title":"Double-robust adaptive beamforming based on covariance matrix reconstruction and norm-bounded constraints","authors":"Jie Yang, Z. Ye","doi":"10.1109/ICCWAMTIP.2017.8301508","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP.2017.8301508","url":null,"abstract":"Adaptive beamforming methods are known to be sensitive to array model mismatch, and the obvious performance degradation can take place especially when the desired signal is present in the received data. Recently, a series of robust adaptive beamforming (RAB) methods based on interference-plus-noise covariance matrix (INCM) reconstruction have been proposed, which utilize the Capon spectrum estimator integrated over a region separated from the direction of the desired signal. However, these methods do not take into account the effects of the reconstruction errors. In this paper, a novel method named double-robust adaptive beamforming based on INCM reconstruction and norm-bounded constraints is proposed to combat arbitrary unknown array mismatches. The essence of the proposed method is considering the inevitable errors not only of the reconstructed INCM but also of the estimated steering vector (SV), and then summing up these errors as norm-bounded error matrices. A closed-form solution of the proposed method is finally provided. Simulation results are provided to show the effectiveness and superiority of the proposed method.","PeriodicalId":259476,"journal":{"name":"2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129461894","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
The study of fusion and super-resolution reconstruction based on particle swarm optimization and wavelet analysis 基于粒子群优化和小波分析的融合与超分辨重建研究
2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2017-12-01 DOI: 10.1109/ICCWAMTIP.2017.8301479
Senhua Wang, Zhenli Ma, Ping Wan, Hao Cui, Bo Liu
{"title":"The study of fusion and super-resolution reconstruction based on particle swarm optimization and wavelet analysis","authors":"Senhua Wang, Zhenli Ma, Ping Wan, Hao Cui, Bo Liu","doi":"10.1109/ICCWAMTIP.2017.8301479","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP.2017.8301479","url":null,"abstract":"The image super-resolution reconstruction can be widely used in military, medicine, transportation, etc. Due to the unfavorable factors, such as noises and obstacles, of the low resolution images, the influence of noises or the obstacles can be amplified by the super-resolution reconstruction. For this reason, the wavelet analysis were combined with the particle swarm optimization algorithm in this paper. Through the wavelet and particle swarm de-noising and registration on the original low resolution images, the super resolution reconstruction image can be obtained after the image fusion, and the results are better than traditional methods.","PeriodicalId":259476,"journal":{"name":"2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125079357","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
Traceable multi-authority attribute-based encryption scheme for cloud computing 用于云计算的可跟踪的基于多权威属性的加密方案
2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2017-12-01 DOI: 10.1109/ICCWAMTIP.2017.8301492
Xiaodong Yang, Ping Yang, Faying An, Q. Zhou, Miaomiao Yang
{"title":"Traceable multi-authority attribute-based encryption scheme for cloud computing","authors":"Xiaodong Yang, Ping Yang, Faying An, Q. Zhou, Miaomiao Yang","doi":"10.1109/ICCWAMTIP.2017.8301492","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP.2017.8301492","url":null,"abstract":"Based on linear secret sharing and digital signature, a new multi-authority attribute-based encryption scheme is proposed. In our scheme, a signature on a user's identity is embedded in the user's private key. The third party can directly trace the identity of the owner of the private key according to the leaked private key, and can verify the correctness of the user's identity publicly. Moreover, multiple authority centers jointly generate the private key of the user, which effectively solves the security problem existing in an authority center. The storage performance analysis results show that our scheme is very suitable for cloud computing environment.","PeriodicalId":259476,"journal":{"name":"2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121947578","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: 5
Fault diagnosis based on deep belief networks and fisher discriminant analysis 基于深度信念网络和fisher判别分析的故障诊断
2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2017-12-01 DOI: 10.1109/ICCWAMTIP.2017.8301489
Yuping Zhang, Jile Li, Qiaoling Li
{"title":"Fault diagnosis based on deep belief networks and fisher discriminant analysis","authors":"Yuping Zhang, Jile Li, Qiaoling Li","doi":"10.1109/ICCWAMTIP.2017.8301489","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP.2017.8301489","url":null,"abstract":"With the development of data mining technology, it becomes vital to extract fault features effectively in fault diagnosis. This paper is mainly concerned about a hybrid method for fault diagnosis. Firstly, train the data with the deep belief networks (DBN) to get the weighting vectors for all the fault class. And then, weight for fault data with responding weight vector to obtain the summed data. Finally, use Fisher Discriminant Analysis (FDA) to do on the summed data sets, in order to diagnose the fault. Experimental results show the effective performance of this method with the Tennessee Eastman Process (TEP) benchmark.","PeriodicalId":259476,"journal":{"name":"2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126647249","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
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