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2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)最新文献

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Development of an Intelligent Model to Predict Tactile Properties from Visual Features of Textile Products 基于视觉特征预测纺织品触觉特性的智能模型的开发
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.57
Z. Xue, Xianyi Zeng, L. Koehl, Lei Shen
{"title":"Development of an Intelligent Model to Predict Tactile Properties from Visual Features of Textile Products","authors":"Z. Xue, Xianyi Zeng, L. Koehl, Lei Shen","doi":"10.1109/ISKE.2015.57","DOIUrl":"https://doi.org/10.1109/ISKE.2015.57","url":null,"abstract":"The development of virtual simulation techniques and digitized interactive platforms makes the purchasing of textile products as simple as a click. But some of our real desires about a fabric is still difficult to be satisfied, such as touch. So far, much research has been dedicated to providing consumers with a realistic simulation of fabric through virtual experiences. In the previous study, we have proved that fabrics' tactile properties could be well perceived through products' visual representations. On this basis, the present study is aimed to further study the mathematical model of predicting fabric tactile properties from samples' visual features. Two sensory experiments have been designed to extract the tactile properties and visual features of a set of textile samples represented in video clips. An intelligent method based on rough set and fuzzy set theories has been developed to extract principal visual features for the interpretation of each tactile property. Then a fuzzy neural network has been designed to build a mathematical model between each tactile property and the corresponding principal visual features. Extra experiments have been carried out to verify the effectiveness of the proposed model. The results have proved that it is possible to predict fabric tactile properties from samples' visual features with satisfactory accuracy.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"128 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":"122127024","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 New Method for Recognition Partially Occluded Curved Objects under Affine Transformation 仿射变换下部分遮挡曲面物体识别新方法
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.52
Gui-mei Zhang, Jiyuan Xu, Jianxin Liu
{"title":"A New Method for Recognition Partially Occluded Curved Objects under Affine Transformation","authors":"Gui-mei Zhang, Jiyuan Xu, Jianxin Liu","doi":"10.1109/ISKE.2015.52","DOIUrl":"https://doi.org/10.1109/ISKE.2015.52","url":null,"abstract":"A new method dealing with recognition of partially occluded and affine distortion objects is presented. The method is designed for objects with smooth curved boundary. It divides an object into affine-invariant parts based on the feature point. And a new approach for matching each part is presented in this paper. Robust Hausdorff distance (RHD) is introduced to measure the similarity between feature points set of model and that of target. In terms of the new RHD, the optimal affine transform can be estimated. And then the sub-curve match pairs are calculated based on the optimal affine transformation. The experimental results show proposed algorithm are capable of coping with partial occlusion and affine transformation.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","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":"122523734","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: 8
Mining Shoppers Data Streams to Predict Customers Loyalty 挖掘购物者数据流预测顾客忠诚度
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.28
V. Nikulin, Tian-Hsiang Huang, Jian-De Lu
{"title":"Mining Shoppers Data Streams to Predict Customers Loyalty","authors":"V. Nikulin, Tian-Hsiang Huang, Jian-De Lu","doi":"10.1109/ISKE.2015.28","DOIUrl":"https://doi.org/10.1109/ISKE.2015.28","url":null,"abstract":"For a consumer brand, the most valuable customers are those who return after this purchase. Therefore, we want to know if it is possible to predict which shoppers will buy a new item with enough purchase history. Fortunately, while dealing with Big Data and with data streams in particular, it is a common practice to summarize or aggregate customers' transaction history to the periods of few months. As an outcome, we compress the given huge volume of data, and transfer the data stream to the standard rectangular format. Consequently, we can explore a variety of practically or theoretically motivated tasks. For example, we can rank the given field of customers in accordance to their loyalty or intension to repurchase in the near future. This objective has very important practical application. It leads to preferential treatment of the right customers. We tested our model (with competitive results) online during Kaggle-based Acquire Valued Shoppers Challenge in 2014.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"18 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":"124104022","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 New Ranking Approach for General Interval Type 2 Fuzzy Sets Using Extended Alpha Cuts Representation 广义区间2型模糊集的扩展Alpha切割排序新方法
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.73
Kuo-Ping Chiao
{"title":"A New Ranking Approach for General Interval Type 2 Fuzzy Sets Using Extended Alpha Cuts Representation","authors":"Kuo-Ping Chiao","doi":"10.1109/ISKE.2015.73","DOIUrl":"https://doi.org/10.1109/ISKE.2015.73","url":null,"abstract":"A new ranking methodology for general interval type 2 fuzzy sets (IT2FS) using extended alpha cuts representation is proposed. First, the extended alpha cut representation of the IT2FS is defined. Then, the parametric representation of the type 1 fuzzy sets (T1FS) is formulated by constructing the embedded pessimistic, modal and optimistic functionals. The corresponding parametric centroid functional of the IT2FS is determined. Finally, the average centroid of the IT2FS is calculated by taking the integral average of the parametric centroid functional. In this manner, the IT2FSs are defuzzified and can be ranked by sorting the average centroids. A numerical example is presented for verifying the proposed method.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"232 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":"123024823","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
A Novel Scene Descriptor and Outdoor Scene Recognition Method 一种新的场景描述符及户外场景识别方法
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.33
Jun Chu, Yongyi Zhang, Guihua Zhao, Lu Wang
{"title":"A Novel Scene Descriptor and Outdoor Scene Recognition Method","authors":"Jun Chu, Yongyi Zhang, Guihua Zhao, Lu Wang","doi":"10.1109/ISKE.2015.33","DOIUrl":"https://doi.org/10.1109/ISKE.2015.33","url":null,"abstract":"Bag-of-Words representation based on visual words has been approved to be used widely in scene classification. Visual words are usually constructed by using SIFT(Scale Invariant Feature Transform) of patches. Traditional SIFT descriptor is limited in describe the outdoor scene completely and accurately because it does not consider the multi-directional context and global color information of image. In this paper, we propose that a new scene descriptor and classification method based on SIFT(NC-SIFT, Color Multi-Directional Context SIFT) feature descriptor of key word of patches. Firstly, local SIFT combined with the context information is extracted based on image patch, Then, BOW(Bag of Words) is obtained by K-means clustering and histogram statistics and the scene recognition based on SVM classifier using BOW which fuse the global color vector is accomplished respectively.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"38 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":"133731363","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
The New Directed Hypergraph for CNF Formula of Propositional Logic 命题逻辑CNF公式的新有向超图
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.72
Zhijia Zhang, Yang Xu
{"title":"The New Directed Hypergraph for CNF Formula of Propositional Logic","authors":"Zhijia Zhang, Yang Xu","doi":"10.1109/ISKE.2015.72","DOIUrl":"https://doi.org/10.1109/ISKE.2015.72","url":null,"abstract":"Propositional logic is a highly important formalism language in knowledge representation and automatic reasoning. In the present paper, directed hypergraph is a tool used to represent CNF formula and explore SAT problems. The directed hypergraph associated with CNF formula is constructed and the one-to-one correspondence between them is proved. Some equivalent results are analyzed the relationships of two clauses and directed hyperarcs. Due to B-graphs can't represent all Horn formulas directly, we define the extended B-graph associated with them and a new way to express hyperpath. The satisfiability of special cases of Horn formula is given.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"42 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":"133485423","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
Analysis of Electromagnetic Pulse Coupling Inside Enclosure with Aperture Cable 带孔径电缆的机箱内电磁脉冲耦合分析
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.85
Xuan Li, Wenqing Zhu, Zhaohui Lu
{"title":"Analysis of Electromagnetic Pulse Coupling Inside Enclosure with Aperture Cable","authors":"Xuan Li, Wenqing Zhu, Zhaohui Lu","doi":"10.1109/ISKE.2015.85","DOIUrl":"https://doi.org/10.1109/ISKE.2015.85","url":null,"abstract":"In order to analyze the cable coupling characteristic of electromagnetic pulse inside enclosure with aperture, This paper uses the BLT equation to the calculate cable terminal response of the electromagnetic pulse enclosure with aperture. A set of cables as analysis object inside c enclosure with aperture, then using software analyzes the impact of different size of aperture, different type of cable on the cable coupling characteristic of electromagnetic pulse inside enclosure with aperture. The results show that when the size of the aperture is different, the strength of the electromagnetic pulse signal into t enclosure with aperture is different, and then on the cable induced voltage will be different. When the type of cable is different, electromagnetic pulse into enclosure with aperture produces induced voltage on the cable is also different. This paper chooses single line and shield coaxial as analysis object, the simulation results show that the shield coaxial line has more than 20 dB than single wire about shielding effect.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"49 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":"127582167","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
Automatic Filter of Normal Papanicolaou Smear Using Multi-instance Learning Algorithms 基于多实例学习算法的正常Papanicolaou涂片自动滤波
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.38
Jie Wang, Chao Li, Yunjie Chen, Xiang Ji, Yuan Liu, Huijuan Zhang, P. Shi, Su Zhang
{"title":"Automatic Filter of Normal Papanicolaou Smear Using Multi-instance Learning Algorithms","authors":"Jie Wang, Chao Li, Yunjie Chen, Xiang Ji, Yuan Liu, Huijuan Zhang, P. Shi, Su Zhang","doi":"10.1109/ISKE.2015.38","DOIUrl":"https://doi.org/10.1109/ISKE.2015.38","url":null,"abstract":"Papanicolaou smear is a common method to detect cervical cancer. Along with the increase demand of detection, the workload of clinical doctors increases significantly. In this paper, we try to screen out absolute normal cervical smear using machine learning algorithms with the help of computers. The clinical images are preprocessed to reduce noise. The unsupervised learning method is then adopted and morphological operation is conducted in sequence to extract the cell nucleus in all images. Afterward, the key features of each instance are extracted for learning. The image sets are trained and tested in the multi-instance learning (MIL) framework. The results show that our proposed method can achieve satisfactory performance. Therefore, our proposed method can be expected by clinical doctors for use in clinical papanicolaou smear reading in the future.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"180 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":"124501675","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
Joint Topic-Opinion Model for Implicit Feature Extracting 隐式特征提取的联合主题-意见模型
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.17
Li Sun, Jie Chen, Jiyun Li, YingLi Peng
{"title":"Joint Topic-Opinion Model for Implicit Feature Extracting","authors":"Li Sun, Jie Chen, Jiyun Li, YingLi Peng","doi":"10.1109/ISKE.2015.17","DOIUrl":"https://doi.org/10.1109/ISKE.2015.17","url":null,"abstract":"Topic model has been used to extract implicit features yet little concerns have been given to general opinion words, e.g., \"Okey\" (good). In this paper we present a modified topic model joint topic-opinion model (JTO) for extracting implicit features of opinion words including special and general ones. Our model is based on an extension to standard LDA model by adding an opinion level. This model considers both topics and context of opinion words. Experiments show that JTO provides higher accuracy in implicit features extraction.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"11 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":"122501198","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: 11
2-Dimension Linguistic Lattice Implication Algebra 二维语言格蕴涵代数
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.80
Hua Zhu, Jianbin Zhao, Wenjing Chang, Yang Xu
{"title":"2-Dimension Linguistic Lattice Implication Algebra","authors":"Hua Zhu, Jianbin Zhao, Wenjing Chang, Yang Xu","doi":"10.1109/ISKE.2015.80","DOIUrl":"https://doi.org/10.1109/ISKE.2015.80","url":null,"abstract":"This paper concerns the representation of the linguistic evaluation set, which is often a total order set for its simple structure and operations. However, in some uncertain situations, the linguistic evaluation set with total order set is not enough for providing the assessments of the decision maker because all the linguistic labels are comparable. For describing the comparable and incomparable linguistic linguistic evaluation labels, a 2-dimension linguistic lattice implication algebra (2DL-LIA) is firstly introduced by combining two linguistic evaluation sets and a lattice implication algebra (LIA). Subsequently, the comparison analysis between two labels of a 2DL-LIA is investigated according to the structure of lattice. Finally, some operators are defined by using of the logical operators in a 2DL-LIA, and some properties of these operators are discussed, which are quite useful in the aggregation process of multi-attribute decision making (MADM).","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"117 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":"126781649","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
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