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

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A Survey on Gaze Estimation 注视估计研究综述
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.12
Xiaomeng Wang, Kang Liu, Xu Qian
{"title":"A Survey on Gaze Estimation","authors":"Xiaomeng Wang, Kang Liu, Xu Qian","doi":"10.1109/ISKE.2015.12","DOIUrl":"https://doi.org/10.1109/ISKE.2015.12","url":null,"abstract":"Eye orientation contains abundance of significant information for estimating user's intention and purpose. Large number of research on gaze direction has been given and improved in statistics, biometrics, organizational behavior, etc. Details of gaze methods are essential conditions for human-computer interactive control, human intention prediction, expression analysis, cognitive state analysis, etc. Although active and significant progress in last decades, eye detection still remains challenging to deviation of location, variability in scale, individuality of eyes, complexity of cameral, calibration of person and related instruments, fixation of head pose. In this paper, gaze estimation has been discussed and various models of gaze detection and tracking have been presented, which show current theoretical need to be further modified in order to improve general gaze tracking estimation solutions in computer vision and beyond.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"36 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":"134644240","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: 12
A Method for Interval Multi-attribute Decision Making Based on Evidential Reasoning and Third-Generation Prospect Theory 基于证据推理和第三代前景理论的区间多属性决策方法
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.50
Liuqian Jin, Yang Xu, Xin Fang
{"title":"A Method for Interval Multi-attribute Decision Making Based on Evidential Reasoning and Third-Generation Prospect Theory","authors":"Liuqian Jin, Yang Xu, Xin Fang","doi":"10.1109/ISKE.2015.50","DOIUrl":"https://doi.org/10.1109/ISKE.2015.50","url":null,"abstract":"In this paper, a method for interval multi-attribute decision making under uncertainty is proposed, the uncertainty is represented by interval certainty factor structure. Firstly, the prospect value for each alternative on each attribute is calculated based on the third generation prospect theory. Secondly, the combined prospect value of each alternative is given according to interval certainty rule base inference method using evidential reasoning. Then a ranking of alternatives can be determined using the combined prospect values. Finally, an illustration example is used to illustrate the feasibility and validity of the proposed method.","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":"130756549","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
Research on Rural Family Property of Western China and Its Legal Protection 西部农村家庭财产及其法律保护研究
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.70
Caijuan Zhang, Xiaohong Liu, Yang Xu
{"title":"Research on Rural Family Property of Western China and Its Legal Protection","authors":"Caijuan Zhang, Xiaohong Liu, Yang Xu","doi":"10.1109/ISKE.2015.70","DOIUrl":"https://doi.org/10.1109/ISKE.2015.70","url":null,"abstract":"China's economy has been got rapidly development in the past 30 years. However, it becomes a serious problem of unbalanced development in the country from west to east. The peasants of western China are faced with the risk of family property, such as uncertainty of income, asset portfolio and legal protection. In this paper, rural family income and structure characteristics of the family property in western China are analyzed, and the risk of rural family property is discussed. In order to protect the family property, we put forward the corresponding security countermeasures from the legal perspective.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"33 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":"133492465","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
Alpha-Lock Paramodulation for Lattice-Valued Propositional Logic 格值命题逻辑的α -锁参数调制
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.90
Xingxing He, Yang Xu, Jun Liu
{"title":"Alpha-Lock Paramodulation for Lattice-Valued Propositional Logic","authors":"Xingxing He, Yang Xu, Jun Liu","doi":"10.1109/ISKE.2015.90","DOIUrl":"https://doi.org/10.1109/ISKE.2015.90","url":null,"abstract":"Aiming to improve the efficiency of alpha-paramodulation in lattice-valued logic with equality, this paper focuses on alpha-lock paramodulation for lattice-valued logic, which can more efficiently handle the lattice-valued logical formula with equality. The definition of alpha-lock paramodulation is given firstly, which is a refinement of alpha-paramodulation, and then its soundness and completeness are established. Finally an algorithm of alpha-lock paramodulation is given.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"45 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":"121858162","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
The Posture Recognition of Pigs Based on Zernike Moments and Support Vector Machines 基于Zernike矩和支持向量机的猪姿态识别
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.51
Weixing Zhu, Yan Zhu, Xin-cheng Li, Dengting Yuan
{"title":"The Posture Recognition of Pigs Based on Zernike Moments and Support Vector Machines","authors":"Weixing Zhu, Yan Zhu, Xin-cheng Li, Dengting Yuan","doi":"10.1109/ISKE.2015.51","DOIUrl":"https://doi.org/10.1109/ISKE.2015.51","url":null,"abstract":"Walking postures of pigs usually reflect their health condition. When a pig lowers its head or walks very slowly for a long time, it is probably in bad health. And a pig walking quickly with its head up may mean it is irritated or frightened. These behaviours traditionally rely on manual observation. With the development of computer technology and digital image processing, machine vision gradually penetrated into various fields of agriculture production. In order to better monitor the behaviour of pigs, a new posture recognition method based on Zernike moments and support vector machines is proposed. First, the Otsu adaptive threshold segmentation is used to obtain the binary image. Then the contour of pigs is extracted by canny edge detection and morphological algorithms. Second, the Zernike moment feature parameters are extracted from the normalized binary contour images. Based on the above, the posture classifiers are designed according to support vector machine theory to recognize four kinds of behaviour postures of pigs, including walking normally, walking with head up, walking with head down, and lying. The experimental results show that the combination of Zernike moments and support vector machine makes the extracted features more sufficient and effective. And the posture classification accuracy of pigs reaches 95%.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"19 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":"129782001","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
alpha-Resolution Method for Lattice-Valued Horn Generalized Clauses in Lattice-Valued First-Order Logic System 格值一阶逻辑系统中格值角广义子句的α -分解方法
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.75
Weitao Xu, Wenqiang Zhang, Dexian Zhang, Yang Xu
{"title":"alpha-Resolution Method for Lattice-Valued Horn Generalized Clauses in Lattice-Valued First-Order Logic System","authors":"Weitao Xu, Wenqiang Zhang, Dexian Zhang, Yang Xu","doi":"10.1109/ISKE.2015.75","DOIUrl":"https://doi.org/10.1109/ISKE.2015.75","url":null,"abstract":"This paper presents an α-resolution method for lattice-valued Horn generalized clauses in lattice-valued first-order logic system LF(X) based on lattice implication algebra. In LF(X), we give the concepts of lattice-valued Horn generalized clause and normal lattice-valued Horn generalized clause. The α-resolvent of two lattice-valued Horn generalized clauses is also represented in LF(X). By using a substitution in each resolution process, we delete α-resolution literals and obtain their resolvent. At the same time, completeness theorems are also established. The present method can provide an efficient tool for automated reasoning in lattice-valued first-order logic system.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"6 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":"128978112","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
Framework for Stochastic Modelling of Multi-dimensional Real-Time Sensor Data 多维实时传感器数据随机建模框架
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.63
G. Mohaar, Muhtasim Maleque, Ramanpreet Singh
{"title":"Framework for Stochastic Modelling of Multi-dimensional Real-Time Sensor Data","authors":"G. Mohaar, Muhtasim Maleque, Ramanpreet Singh","doi":"10.1109/ISKE.2015.63","DOIUrl":"https://doi.org/10.1109/ISKE.2015.63","url":null,"abstract":"Sensors are a common way of collecting health data on any sophisticated machinery. Utilizing the real time machine sensor data in order to predict problems ahead in time to mitigate the risk associated with unplanned failures has been of great interest to statisticians and reliability engineers as there are direct cost saving benefits. In effort to reduce downtime and improve overall reliability of the system, a robust, scalable modelling technique is desired to understand and forecast the future dynamics of the system as whole. We propose and analyze a framework for stochastic modeling of multidimensional machine sensor data. The system developed is self-adaptive and can be used with live data feed to provide real time predictions. We utilize the concept of low rank matrix approximation for efficient storage, retrieval and faster computation of real time data. Markov chain is used to model the process dynamics and to calculate short and long range probabilities of the system which can be used to identify potential failure introduction points in the system.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"59 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":"123906328","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
Transfer Learning in Hierarchical Feature Spaces 层次特征空间中的迁移学习
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.86
Hua Zuo, Guangquan Zhang, Vahid Behbood, Jie Lu, Xianli Meng
{"title":"Transfer Learning in Hierarchical Feature Spaces","authors":"Hua Zuo, Guangquan Zhang, Vahid Behbood, Jie Lu, Xianli Meng","doi":"10.1109/ISKE.2015.86","DOIUrl":"https://doi.org/10.1109/ISKE.2015.86","url":null,"abstract":"Transfer learning provides an approach to solve target tasks more quickly and effectively by using previously acquired knowledge learned from source tasks. As one category of transfer learning approaches, feature-based transfer learning approaches aim to find a latent feature space shared between source and target domains. The issue is that the sole feature space can't exploit the relationship of source domain and target domain fully. To deal with this issue, this paper proposes a transfer learning method that uses deep learning to extract hierarchical feature spaces, so knowledge of source domain can be exploited and transferred in multiple feature spaces with different levels of abstraction. In the experiment, the effectiveness of transfer learning in multiple feature spaces is compared and this can help us find the optimal feature space for transfer learning.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"292 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":"132618462","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
Flight Operation Quality Assessment Model Based on the Fuzzy Logic Theory 基于模糊逻辑理论的飞行作业质量评价模型
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.83
Long Zhang, Kaijun Xu, Heng Yin, Yang Xu
{"title":"Flight Operation Quality Assessment Model Based on the Fuzzy Logic Theory","authors":"Long Zhang, Kaijun Xu, Heng Yin, Yang Xu","doi":"10.1109/ISKE.2015.83","DOIUrl":"https://doi.org/10.1109/ISKE.2015.83","url":null,"abstract":"The flight exam results is the most effective method for assess the flight training to civil flight cadets'. In this paper, we propose an assessment model with the flight operation quality (FOQ) based on the fuzzy logic theory. Combined with the experience of the expert and the analysis of the flight data, a FOQ assessment model was established. It contains 139 valid fuzzy rules, and evaluates the FOQ in the final approach segment according flight simulation. The result shows that the score of the assessment model was consistent with the examination results.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","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":"131117366","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
Evaluation of Basic Public Services Quality for Optimizing Customer Satisfaction 优化顾客满意度的基本公共服务质量评价
2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI: 10.1109/ISKE.2015.68
Xiaohong Liu, Xianyi Zeng, Yang Xu
{"title":"Evaluation of Basic Public Services Quality for Optimizing Customer Satisfaction","authors":"Xiaohong Liu, Xianyi Zeng, Yang Xu","doi":"10.1109/ISKE.2015.68","DOIUrl":"https://doi.org/10.1109/ISKE.2015.68","url":null,"abstract":"Social progress is often marked by the basic public services. For the governments at all levels, it is important to enhance consumer satisfaction and improve the quality of basic public services. This paper aims at studying the causal relations around the customer satisfaction by analyzing the quality attributes of the basic public services. The evaluation results of the basic public services quality are performed through the satisfaction survey of the Likert scale.","PeriodicalId":312629,"journal":{"name":"2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","volume":"172 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":"116060479","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
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