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2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06)最新文献

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HINT- A Hybrid Intelligent System for Telecommunications HINT-电信混合智能系统
2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06) Pub Date : 2006-12-13 DOI: 10.1109/HIS.2006.31
Maysa Rezende, Ricardo Luís de Freitas, G. Nakamiti
{"title":"HINT- A Hybrid Intelligent System for Telecommunications","authors":"Maysa Rezende, Ricardo Luís de Freitas, G. Nakamiti","doi":"10.1109/HIS.2006.31","DOIUrl":"https://doi.org/10.1109/HIS.2006.31","url":null,"abstract":"This work presents a computational tool used to support marketing specialists to produce marketing campaigns for Telecommunication companies. The system uses Case-based Reasoning (CBR), Rule-Based Reasoning (RBR) and Data Mining (DM) to help identifying better marketing strategies, based on conditions, criteria, knowledge, and past experiences.","PeriodicalId":150732,"journal":{"name":"2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132015228","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
Memory Models for Improving Tabu Search with Real Continuous Variables 利用真实连续变量改进塔布搜索的记忆模型
2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06) Pub Date : 2006-12-13 DOI: 10.1109/HIS.2006.45
A. Connor
{"title":"Memory Models for Improving Tabu Search with Real Continuous Variables","authors":"A. Connor","doi":"10.1109/HIS.2006.45","DOIUrl":"https://doi.org/10.1109/HIS.2006.45","url":null,"abstract":"This paper proposes that current memory models in use for tabu search algorithms are at best evolving, as opposed to adaptive, and that improvements can be made by considering the nature of human memory. By introducing new memory structures, the search method can learn about the solution space in which it is operating. The memory model is based on the transfer of events from episodic memory into generalised rules stored in semantic memory. By adopting this model, the algorithm can intelligently explore the solution space in response to what has been learned to date and continuously update the stored knowledge.","PeriodicalId":150732,"journal":{"name":"2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128337522","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
Hybrid Evolutionary Algorithm Based on PSO and GA Mutation 基于PSO和GA突变的混合进化算法
2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06) Pub Date : 2006-12-13 DOI: 10.1109/HIS.2006.33
A. Esmin, G. Lambert-Torres, G. B. Alvarenga
{"title":"Hybrid Evolutionary Algorithm Based on PSO and GA Mutation","authors":"A. Esmin, G. Lambert-Torres, G. B. Alvarenga","doi":"10.1109/HIS.2006.33","DOIUrl":"https://doi.org/10.1109/HIS.2006.33","url":null,"abstract":"This paper presents a hybrid evolutionary algorithm based on Particle Swarm Optimization (PSO) and Genetic Algorithms (GAs). The main idea is to integrate PSO with GA mutation method. Simulations for a series of benchmark test functions show that the hybrid proposed method possess better ability to find the global optimum than the standard PSO algorithm.","PeriodicalId":150732,"journal":{"name":"2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06)","volume":"15 2 Pt 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116852855","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: 74
Research on a Stable Adaptive Fuzzy Control of Nonlinear Liquid Level System 非线性液位系统的稳定自适应模糊控制研究
2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06) Pub Date : 2006-12-13 DOI: 10.1109/HIS.2006.59
Yongping Pan, Qin-ruo Wang
{"title":"Research on a Stable Adaptive Fuzzy Control of Nonlinear Liquid Level System","authors":"Yongping Pan, Qin-ruo Wang","doi":"10.1109/HIS.2006.59","DOIUrl":"https://doi.org/10.1109/HIS.2006.59","url":null,"abstract":"Based on the theory of variable universe fuzzy control and Lyapunov stability, a stable adaptive fuzzy control for time-varying nonlinear liquid level system is proposed. The solution uses the stable adaptive law based on variable universe without system identification, and its improved control compensator has the characteristic of easier setting. The simulating results demonstrate the effectiveness of this approach.","PeriodicalId":150732,"journal":{"name":"2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124920124","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: 7
The School Timetabling Problem: A Focus on Elimination of Open Periods and Isolated Classes 学校课程表问题:重点是消除开放课时和孤立班级
2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06) Pub Date : 2006-12-13 DOI: 10.1109/HIS.2006.71
Leonardo Aparecido Ciscon, Humberto Cesar Brandao de Oliveira, Michelle Cristina Alves Andrade, G. B. Alvarenga, A. Esmin
{"title":"The School Timetabling Problem: A Focus on Elimination of Open Periods and Isolated Classes","authors":"Leonardo Aparecido Ciscon, Humberto Cesar Brandao de Oliveira, Michelle Cristina Alves Andrade, G. B. Alvarenga, A. Esmin","doi":"10.1109/HIS.2006.71","DOIUrl":"https://doi.org/10.1109/HIS.2006.71","url":null,"abstract":"Genetic algorithms have successfully been used to solve real timetabling problems. Satisfactory solutions, focused on the elimination of open periods and isolated classes, allowed the \"Escola Estadual Padre Rog¿rio Abdala\" to process automatization for 2004 and 2005 school terms consecutively. In this paper, a hybrid variation is proposed (memetic algorithm) in order to improve the algorithm robustness. The comparative analysis through statistical methods (t-test and confidence interval) indicates that hybridization increased the robustness and the quality of the results, presenting more appropriate solutions to that real problem.","PeriodicalId":150732,"journal":{"name":"2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06)","volume":"112 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117244895","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
Investigation of a New Artificial Immune System Model Applied to Pattern Recognition 一种用于模式识别的新型人工免疫系统模型的研究
2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06) Pub Date : 2006-12-13 DOI: 10.1109/HIS.2006.37
Jose Lima Alexandrino, E. Filho
{"title":"Investigation of a New Artificial Immune System Model Applied to Pattern Recognition","authors":"Jose Lima Alexandrino, E. Filho","doi":"10.1109/HIS.2006.37","DOIUrl":"https://doi.org/10.1109/HIS.2006.37","url":null,"abstract":"The discovery of new functionalities through the study of human physiology has contributed toward the evolution of Artificial Immune Systems. The present work investigates a new architecture through observations of natural immunological behavior, for which application to known algorithms contributed toward an improved performance. This paper considers a boarding where the antibodies are grouped in an organized way and from an evolutionary process the antibodies that belong to these groupings can improve the adaptive immune reply to a determined antigen. Thus, antibodies of the same class are in the same grouping. Others techniques were implemented such as Clonalg, MLP and K-NN to compare this new model.","PeriodicalId":150732,"journal":{"name":"2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06)","volume":"52 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116565666","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
Mining Single Sequence at Once Using Disjunctive Tree Patterns 利用析取树模式一次性挖掘单个序列
2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06) Pub Date : 2006-12-13 DOI: 10.1109/HIS.2006.46
K. Shimizu, T. Miura
{"title":"Mining Single Sequence at Once Using Disjunctive Tree Patterns","authors":"K. Shimizu, T. Miura","doi":"10.1109/HIS.2006.46","DOIUrl":"https://doi.org/10.1109/HIS.2006.46","url":null,"abstract":"Frequent disjunctive patterns is known to be a sophisticated method of text mining in a single document that satisfies anti-monotonicity, by which we can discuss efficient algorithms such as APRIORI. In this work, we propose a new technique for mining frequent disjunctive tree patterns based on Online analysis approach, by which we can improve mining a collection of single sequences in parallel, and discuss some experimental results.","PeriodicalId":150732,"journal":{"name":"2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127099003","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
Learning Neural Networks for Visual Servoing Using Evolutionary Methods 基于进化方法的视觉伺服神经网络学习
2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06) Pub Date : 2006-12-13 DOI: 10.1109/HIS.2006.41
Nils T. Siebel, Y. Kassahun
{"title":"Learning Neural Networks for Visual Servoing Using Evolutionary Methods","authors":"Nils T. Siebel, Y. Kassahun","doi":"10.1109/HIS.2006.41","DOIUrl":"https://doi.org/10.1109/HIS.2006.41","url":null,"abstract":"In this article we introduce a method to learn neural networks that solve a visual servoing task. Our method, called EANT, Evolutionary Acquisition of Neural Topologies, starts from a minimal network structure and gradually develops it further using evolutionary reinforcement learning. We have improved EANT by combining it with an optimisation technique called CMA-ES, Covariance Matrix Adaptation Evolution Strategy. Results from experiments with a 3 DOF visual servoing task show that the new CMAES based EANT develops very good networks for visual servoing. Their performance is significantly better than those developed by the original EANT and traditional visual servoing approaches.","PeriodicalId":150732,"journal":{"name":"2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128169349","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: 20
A Shape-Based Image Retrieval System Using the Curvature Scale Space (CSS) Technique and the Self-Organizing Map (SOM) Model 基于曲率尺度空间(CSS)技术和自组织映射(SOM)模型的形状图像检索系统
2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06) Pub Date : 2006-12-13 DOI: 10.1109/HIS.2006.8
C. Almeida, R. Souza, N. L. C. Junior
{"title":"A Shape-Based Image Retrieval System Using the Curvature Scale Space (CSS) Technique and the Self-Organizing Map (SOM) Model","authors":"C. Almeida, R. Souza, N. L. C. Junior","doi":"10.1109/HIS.2006.8","DOIUrl":"https://doi.org/10.1109/HIS.2006.8","url":null,"abstract":"A novel hybrid system for shape-based image retrieval using the curvature scale space (CSS) and self-organizing map (SOM) methods is presented. The shape features of images are represented by CSS images extracted from, for example, a large database and they are processed using the PCA technique. These processed CSS images constitutes the training dataset for a SOM neural network which, in turn, will be used for performing efficient image retrieval. Experimental results using a benchmark database are presented to demonstrate the usefulness of the proposed methodology.","PeriodicalId":150732,"journal":{"name":"2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123919554","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
On Basic Principles of Intelligent Systems Design 论智能系统设计的基本原理
2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06) Pub Date : 2006-12-13 DOI: 10.1109/HIS.2006.52
V. Korotkikh, G. Korotkikh
{"title":"On Basic Principles of Intelligent Systems Design","authors":"V. Korotkikh, G. Korotkikh","doi":"10.1109/HIS.2006.52","DOIUrl":"https://doi.org/10.1109/HIS.2006.52","url":null,"abstract":"In the paper we present results of computational experiments to suggest the possibility of a general optimality condition of complex systems: a system demonstrates the optimal performance for a problem, when the structural complexity of the system is in a certain relationship with the structural complexity of the problem. The optimality condition could be used as a basic principle in the design of intelligent systems optimizing their performance in the dynamic environment.","PeriodicalId":150732,"journal":{"name":"2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123725332","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
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