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Enhanced hierarchical fuzzy model using evolutionary GA with modified ABC algorithm for classification problem 基于改进ABC算法的进化遗传算法改进层次模糊模型的分类问题
2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS) Pub Date : 2015-10-01 DOI: 10.1109/ICCSS.2015.7281146
Ting-Cheng Feng, Tsung-Ying Chiang, Tzuu-Hseng S. Li
{"title":"Enhanced hierarchical fuzzy model using evolutionary GA with modified ABC algorithm for classification problem","authors":"Ting-Cheng Feng, Tsung-Ying Chiang, Tzuu-Hseng S. Li","doi":"10.1109/ICCSS.2015.7281146","DOIUrl":"https://doi.org/10.1109/ICCSS.2015.7281146","url":null,"abstract":"This paper enhances the hierarchical fuzzy model to deal with the classification problems by adopting evolutionary genetic algorithm (GA) with a modified artificial bee colony (ABC) algorithm. Traditionally, fuzzy classifier could not provide a sufficiently high classification rate in higher feature dimension with few rules. In the literature, the genetic algorithm can take advantage from the global searching; moreover, the characteristic of ABC can enhance the local searching. Therefore, the hierarchical fuzzy model integrates GA with a modified ABC algorithm is constructed in this study to recognize some classification problems. The classification simulation includes three benchmark databases such as Glass, Wine, and Iris database. The result demonstrates that using evolutionary GA and modified ABC algorithm is beneficial than that without turning. Therefore, it is clearly that our methodology considers not only the global exploration but also the local exploitation.","PeriodicalId":299619,"journal":{"name":"2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121903920","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
Approximate optimal vibration control for systems with delayed state under persistent disturbances 持续扰动下时滞系统的近似最优振动控制
2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS) Pub Date : 2015-10-01 DOI: 10.1109/ICCSS.2015.7281149
Shiyuan Han, Yuehui Chen, Dong Wang, Jin Zhou, Cheng-Hui Zhang
{"title":"Approximate optimal vibration control for systems with delayed state under persistent disturbances","authors":"Shiyuan Han, Yuehui Chen, Dong Wang, Jin Zhou, Cheng-Hui Zhang","doi":"10.1109/ICCSS.2015.7281149","DOIUrl":"https://doi.org/10.1109/ICCSS.2015.7281149","url":null,"abstract":"This paper studies the vibration control problem for systems with delayed state under persistent disturbances. In order to simply the vibration control problem for system with delayed states, a free-delayed-state method is proposed to reform the original problem into an equivalent optimal regulate problem with delay-free ones. Then, an approximate optimal vibration controller is obtained from a Riccati equation and a Sylvester equation. The results of numerical simulations illustrate that the proposed vibration controller can eliminate the unstable influences caused by the persistent disturbances and delayed state, and improve control performance effectively.","PeriodicalId":299619,"journal":{"name":"2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129347658","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 new fast-F-CONFIS training of fully-connected neuro-fuzzy inference system 一种新的全连接神经模糊推理系统快速f - confis训练方法
2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS) Pub Date : 2015-10-01 DOI: 10.1109/ICCSS.2015.7281157
Jing Wang, C. L. P. Chen, Yuanyan Tang, Long Chen, Chao-Tian Chen
{"title":"A new fast-F-CONFIS training of fully-connected neuro-fuzzy inference system","authors":"Jing Wang, C. L. P. Chen, Yuanyan Tang, Long Chen, Chao-Tian Chen","doi":"10.1109/ICCSS.2015.7281157","DOIUrl":"https://doi.org/10.1109/ICCSS.2015.7281157","url":null,"abstract":"In this paper, Fuzzy Neural Network (FNN) is transformed into an equivalent Fully Connected Neuro-Fuzzy Inference System (F-CONFIS). The F-CONFIS is a new type of neural network that differs from traditional neural networks, which there are the dependent and repeated weights. For these special properties, its learning algorithm should be different from that of the conventional neural networks. Therefore, a new efficient training algorithm for F-CONFIS is proposed. Simulation examples are given to verify the validity of the proposed method, and achieve satisfactory results. In all engineering applications using FNN, developing Fast-F-CONFIS training has its emerging values.","PeriodicalId":299619,"journal":{"name":"2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124015503","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
Intelligent mobile web service for bioinformatics systems 生物信息学系统的智能移动网络服务
2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS) Pub Date : 2015-10-01 DOI: 10.1109/ICCSS.2015.7281145
Chen-Chia Chuang, Jin-Tsong Jeng, Chih-Ching Hsiao, Yu-Yang Ho, Yue-Shiang Liu
{"title":"Intelligent mobile web service for bioinformatics systems","authors":"Chen-Chia Chuang, Jin-Tsong Jeng, Chih-Ching Hsiao, Yu-Yang Ho, Yue-Shiang Liu","doi":"10.1109/ICCSS.2015.7281145","DOIUrl":"https://doi.org/10.1109/ICCSS.2015.7281145","url":null,"abstract":"In this paper, to integrate Android systems, intelligent computing and Web service on an intelligent mobile Web service computing systems for bioinformatics is proposed. That is, users can send parameters to control the intelligent computing system under Matlab/C#/Java and query from client-side to server-side in the proposed bioinformatics systems with their Android phone. Besides, the proposed system can also deal with disease genes search under Web service with bioinformatics Web. At the same time, Web service is important communication protocol in the proposed systems. Consequently, the proposed systems can provide that user can modify parameters for controlling the proposed intelligent computing, deal with disease genes search under Web service with bioinformatics Web and obtain results from the proposed systems by Android phone arbitrarily.","PeriodicalId":299619,"journal":{"name":"2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129930398","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
Two-Step gravitational search algorithm 两步引力搜索算法
2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS) Pub Date : 2015-10-01 DOI: 10.1109/ICCSS.2015.7281156
Tsung-Ying Chiang, Ting-Cheng Feng, Tzuu-Hseng S. Li
{"title":"Two-Step gravitational search algorithm","authors":"Tsung-Ying Chiang, Ting-Cheng Feng, Tzuu-Hseng S. Li","doi":"10.1109/ICCSS.2015.7281156","DOIUrl":"https://doi.org/10.1109/ICCSS.2015.7281156","url":null,"abstract":"In this paper, we present an efficient algorithm for solving optimization problems, which is based on gravitational search algorithm (GSA). In the proposed technique, called Two-Step method, the best solution of position will be considered and calculated with another agents, and the fitness of extended agents are compared with agents in original gravitation field, which can reinforce the exploration and exploitation performance. Ten benchmark functions are used to evaluate and to compare performance of the presented algorithm with GSA based on the same function evaluations. The initialized populations are produced randomly and are identical for each round of all the algorithms in the same benchmark function. The obtained results confirm the better performance of the proposed method in solving various nonlinear functions.","PeriodicalId":299619,"journal":{"name":"2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS)","volume":"159 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115971585","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 research of automatic horizontal adjustment of stereoscopic video shooting cradle head 立体视频拍摄云台自动水平调节的研究
2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS) Pub Date : 2015-10-01 DOI: 10.1109/ICCSS.2015.7281140
Qi Guo, Nan Wang, S. Bai
{"title":"The research of automatic horizontal adjustment of stereoscopic video shooting cradle head","authors":"Qi Guo, Nan Wang, S. Bai","doi":"10.1109/ICCSS.2015.7281140","DOIUrl":"https://doi.org/10.1109/ICCSS.2015.7281140","url":null,"abstract":"With the worldwide popular of the stereoscopic film \"Avatar\", stereoscopic video has become the focus of the industry, and also greatly promoted the development of stereoscopic video shooting technology. On the market nowadays, the stereoscopic video shooting cradle head gets horizontal mostly through the manual setting of the independent knobs and the legs of the tripod by observing the change of the spirit level. If the tripod is not stable enough, the camera's position and angle will change. The paper is about the automatic adjustment of the stereoscopic video shooting cradle head. The tri-axis accelerometer installed on the shooting cradle head works as the collection module of position and attitude data. The collected signal will be transmitted through the A/D conversion module to 51 series single chip microcomputer (SCM) for real-time processing. The difference value of the current angle and horizontal angle will be inputted to PID, and then produce an adjustable of duty cycle, thus we can modify the horizontality of the cradle head. By compensating and correcting the deviation angle to achieve the automatic adjustment of the cradle head's horizontal, basically satisfy the requirements of stability, accurate, fast to control system.","PeriodicalId":299619,"journal":{"name":"2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126372599","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 novel approach for virtual facial shape cloning and makeup reproducing 一种虚拟面部形态克隆与妆容再现的新方法
2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS) Pub Date : 2015-10-01 DOI: 10.1109/ICCSS.2015.7281142
Chiu-Shan Chen, Yu-Ju Lin, Tzu-Ang Chen, Ying-Qi Chen, C. Chiang
{"title":"A novel approach for virtual facial shape cloning and makeup reproducing","authors":"Chiu-Shan Chen, Yu-Ju Lin, Tzu-Ang Chen, Ying-Qi Chen, C. Chiang","doi":"10.1109/ICCSS.2015.7281142","DOIUrl":"https://doi.org/10.1109/ICCSS.2015.7281142","url":null,"abstract":"Facial shape cloning (FSC) is a task aiming to simulate the plastic surgery result of reshaping a user's face to bear analogy to a model's facial appearance. Facial cosmetic reproducing (FMR) is another task intending to emulate the transfer of the cosmetic effects on a model face to the user's face. This paper presents a method which can perform both the FSC and the FMR. This proposed method features the approach of synthesis by example (SBE) meaning that a user can accomplish both tasks by just supplying an example picture with the desired model face or the cosmetic effects. The techniques devised in this method exploit no sophisticated domain knowledge in facial plastic surgery and physical modelling of cosmetic materials. The users need not to have any professional background in image processing and synthesis. Besides the above prominent features, another major superiority of proposed method over other existing methods is that the devised techniques can generically achieve the synthesis of any facial reshaping and cosmetic effect on the provided example picture. We need not to dedicatedly develop different synthesizing techniques for various designated reshaping or cosmetic effects. Thus, the design complexity of the system is significantly reduced.","PeriodicalId":299619,"journal":{"name":"2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114971063","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
Adaptive RFWCMAC cooperative formation control for multiple ballbots incorporated with coupling dynamics 考虑耦合动力学的多球机器人自适应RFWCMAC协同编队控制
2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS) Pub Date : 2015-10-01 DOI: 10.1109/ICCSS.2015.7281150
Ching-Chih Tsai, C. H. Chiang, Feng-Chun Tai, Kao-Shing Hwang
{"title":"Adaptive RFWCMAC cooperative formation control for multiple ballbots incorporated with coupling dynamics","authors":"Ching-Chih Tsai, C. H. Chiang, Feng-Chun Tai, Kao-Shing Hwang","doi":"10.1109/ICCSS.2015.7281150","DOIUrl":"https://doi.org/10.1109/ICCSS.2015.7281150","url":null,"abstract":"This paper presents an intelligent consensus-based cooperative formation control using recurrent fuzzy wavelet cerebellar-model-articulation-controller (RFWCMAC) for a team of uncertain multiple ballbots. The dynamic model of each ballbot is formulated as one multivariable second-order underactuated dynamic system model, and the multirobot system is modeled by graph theory. By online learning the system uncertainties using RFWCMAC, an intelligent consensus-based cooperative formation control approach is presented using the Lyapunov stability theory and sliding-mode control approach, in order to carry out formation control in the presence of uncertainties. Simulations are conducted to show the effectiveness and merits of the proposed method.","PeriodicalId":299619,"journal":{"name":"2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129841973","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: 13
Instant flicker detection and automatic resolution for smart remote collaboration systems 即时闪烁检测和自动解决智能远程协作系统
2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS) Pub Date : 2015-10-01 DOI: 10.1109/ICCSS.2015.7281155
Hyoseok Yoon, Se-Ho Park, Kyung-Taek Lee
{"title":"Instant flicker detection and automatic resolution for smart remote collaboration systems","authors":"Hyoseok Yoon, Se-Ho Park, Kyung-Taek Lee","doi":"10.1109/ICCSS.2015.7281155","DOIUrl":"https://doi.org/10.1109/ICCSS.2015.7281155","url":null,"abstract":"In a remote smart collaboration application, sharing seamless and consistent information between a local site and interacting remote participants is essential. Often visual seams are created when inconsistent visual information is shared due to heterogeneous projector-camera systems (ProCams). One known issue is flickering noise occurred from re-capturing projected scenes with the camera of ProCams. In this paper, we design and implement an automatic and instant flicker-free calibration. With the proposed method, ProCams can remove or mitigate flicker problems by controlling both camera and projectors of ProCams to detect and resolve flickers. To illustrate our method, we present an exemplar ProCams configuration, flicker detection options and automatic flicker resolution strategy.","PeriodicalId":299619,"journal":{"name":"2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS)","volume":"115 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123496433","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
Mixed radix systems of fully connected neuro-fuzzy inference systems with special properties 具有特殊性质的全连通神经模糊推理系统的混合基数系统
2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS) Pub Date : 2015-10-01 DOI: 10.1109/ICCSS.2015.7281158
J. Wang, C. L. P. Chen, Chao-Tian Chen, Yong-Quan Yu
{"title":"Mixed radix systems of fully connected neuro-fuzzy inference systems with special properties","authors":"J. Wang, C. L. P. Chen, Chao-Tian Chen, Yong-Quan Yu","doi":"10.1109/ICCSS.2015.7281158","DOIUrl":"https://doi.org/10.1109/ICCSS.2015.7281158","url":null,"abstract":"In this paper, based on the transformation from the fuzzy inference system into a fully connected neural network, F-CONFIS, the mixed radix systems in Fully Connected Neural Fuzzy Inference Systems are derived. The functional equivalence between a fuzzy system and a neural network has been proved, however, they are non-constructive. F-CONFIS provides constructive steps to build the equivalence between a neuro-fuzzy system and a NN. F-CONFIS differs from traditional neural networks by its special properties and can be considered as the variation of a kind of multilayer neural network. It is important to find the mixed radix systems and the properties of this new type of fuzzy neural networks properties so that the training algorithm can be properly carried out for the F-CONFIS. The simulation results indicate that the proposed approach achieves excellent performance.","PeriodicalId":299619,"journal":{"name":"2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131375146","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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