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2009 Ninth International Conference on Intelligent Systems Design and Applications最新文献

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Testing for Serial Independence of the Residuals in the Framework of Fuzzy Rule-Based Time Series Modeling 基于模糊规则的时间序列建模框架下残差序列独立性检验
2009 Ninth International Conference on Intelligent Systems Design and Applications Pub Date : 2009-11-30 DOI: 10.1109/ISDA.2009.249
José Luis Aznarte-Mellado, Antonio Arauzo, J. M. Benítez
{"title":"Testing for Serial Independence of the Residuals in the Framework of Fuzzy Rule-Based Time Series Modeling","authors":"José Luis Aznarte-Mellado, Antonio Arauzo, J. M. Benítez","doi":"10.1109/ISDA.2009.249","DOIUrl":"https://doi.org/10.1109/ISDA.2009.249","url":null,"abstract":"In this paper, we propose a new diagnostic checking tool for fuzzy rule-based modelling of time series. Through the study of the residuals in the Lagrange Multiplier testing framework we devise a hypothesis test which allows us to determine if there is some left autocorrelation in the error series. This is an important step towards a statistically sound modelling strategy for fuzzy rule-based models.","PeriodicalId":330324,"journal":{"name":"2009 Ninth International Conference on Intelligent Systems Design and Applications","volume":"62 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133410934","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
Developing an Implementation through a Modeling of the Database for Cardiovascular Monitoring 基于数据库建模的心血管监测系统实现
2009 Ninth International Conference on Intelligent Systems Design and Applications Pub Date : 2009-11-30 DOI: 10.1109/ISDA.2009.129
Hugo Bulegon, Silvio Bortoleto, A. Roman
{"title":"Developing an Implementation through a Modeling of the Database for Cardiovascular Monitoring","authors":"Hugo Bulegon, Silvio Bortoleto, A. Roman","doi":"10.1109/ISDA.2009.129","DOIUrl":"https://doi.org/10.1109/ISDA.2009.129","url":null,"abstract":"The Cardiovascular diseases are the most responsible for the deaths among adults in most of the world. Facilitate the clinical management in primary health care is essential to improve efficiency and to reduce morbidity and mortality. This article describes about a software focused on the management of major cardiovascular risk factors – CRF (diabetes, hypertension, dyslipidemia, smoking and others). After the registration and based in the clinical guidelines, the software can stratified levels of cardiovascular risk. According to the level of risk, provides summary clinical information for management and through the processing of the results of subsequent laboratory tests, monitor the targets for therapies, according to the level of achievement of results, indicates maintenance or intensification of care. There are described and evaluated other systems or outpatient hospital and use of Entity-Relationship Diagrams to subsidized the development of software.","PeriodicalId":330324,"journal":{"name":"2009 Ninth International Conference on Intelligent Systems Design and Applications","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133420880","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
Empirical Study of Individual Feature Evaluators and Cutting Criteria for Feature Selection in Classification 分类中个体特征评价器与特征选择裁剪标准的实证研究
2009 Ninth International Conference on Intelligent Systems Design and Applications Pub Date : 2009-11-30 DOI: 10.1109/ISDA.2009.175
A. Arauzo-Azofra, José Luis Aznarte-Mellado, J. M. Benítez
{"title":"Empirical Study of Individual Feature Evaluators and Cutting Criteria for Feature Selection in Classification","authors":"A. Arauzo-Azofra, José Luis Aznarte-Mellado, J. M. Benítez","doi":"10.1109/ISDA.2009.175","DOIUrl":"https://doi.org/10.1109/ISDA.2009.175","url":null,"abstract":"The use of feature selection can improve accuracy, efficiency, applicability and understandability of a learning process and its resulting model. For this reason, many methods of automatic feature selection have been developed. By using a modularization of feature selection process, this paper evaluates a wide spectrum of these methods. The methods considered are created by combination of different selection criteria and individual feature evaluation modules. These methods are commonly used because of their low running time. After carrying out a thorough empirical study the most interesting methods are identified and some recommendations about which feature selection method should be used under different conditions are provided.","PeriodicalId":330324,"journal":{"name":"2009 Ninth International Conference on Intelligent Systems Design and Applications","volume":"100 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132504868","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 Scalability Test for Accelerated DE Using Generalized Opposition-Based Learning 基于广义对立学习的加速DE可扩展性测试
2009 Ninth International Conference on Intelligent Systems Design and Applications Pub Date : 2009-11-30 DOI: 10.1109/ISDA.2009.216
Hui Wang, Zhijian Wu, S. Rahnamayan, Lishan Kang
{"title":"A Scalability Test for Accelerated DE Using Generalized Opposition-Based Learning","authors":"Hui Wang, Zhijian Wu, S. Rahnamayan, Lishan Kang","doi":"10.1109/ISDA.2009.216","DOIUrl":"https://doi.org/10.1109/ISDA.2009.216","url":null,"abstract":"In this paper a scalability test over eleven scalable benchmark functions, provided by the current workshop (Evolutionary Algorithms and other Metaheuristics for Continuous Optimization Problems - A Scalability Test), are conducted for accelerated DE using generalized opposition-based learning (GODE). The average error of the best individual in the population has been reported for dimensions 50, 100, 200, and 500 in order to compare with the results of other algorithms which are participating in this workshop. Current work is based on opposition-based differential evolution (ODE) and our previous work, accelerated PSO by generalized OBL.","PeriodicalId":330324,"journal":{"name":"2009 Ninth International Conference on Intelligent Systems Design and Applications","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133779308","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: 34
AAFES: An Intelligent Fuzzy Expert System for Realization of Adaptive Autonomy Concept 一种实现自适应自治概念的智能模糊专家系统
2009 Ninth International Conference on Intelligent Systems Design and Applications Pub Date : 2009-11-30 DOI: 10.1109/ISDA.2009.46
A. Fereidunian, M. Zamani, C. Lucas, H. Lesani, M. Lehtonen
{"title":"AAFES: An Intelligent Fuzzy Expert System for Realization of Adaptive Autonomy Concept","authors":"A. Fereidunian, M. Zamani, C. Lucas, H. Lesani, M. Lehtonen","doi":"10.1109/ISDA.2009.46","DOIUrl":"https://doi.org/10.1109/ISDA.2009.46","url":null,"abstract":"Intelligent control and automation is associated with expert systems; especially, when it needs to human expertise. Earlier we introduced a framework for implementation of adaptive autonomy (AA) in human-automation interaction systems, followed by a data-fusion-equipped expert system to realize that. This paper uses fuzzy sets concept to realize the AA expert system, in a real automation application. The presented adaptive autonomy fuzzy expert system (AAFES) determines the Level of Automation (LOA), adapting it to the changing Performance Shaping Factors (PSF) of automation system. The paper includes design methodology and implementation results for AAFES, and discussion on results. Results show that AAFES yields proper LOAs, even in the new contingency situations. This is caused by AAFES’s higher intelligence than the crisp (binary) one. Moreover, since AAFES deals with fuzzy linguistic PSFs, it more realistically represents the experts’ opinion.","PeriodicalId":330324,"journal":{"name":"2009 Ninth International Conference on Intelligent Systems Design and Applications","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114536386","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
A Business Intelligence Process to Support Information Retrieval in an Ontology-Based Environment 在基于本体的环境中支持信息检索的商业智能过程
2009 Ninth International Conference on Intelligent Systems Design and Applications Pub Date : 2009-11-30 DOI: 10.1109/ISDA.2009.145
F. Sciarrone, Paolo Starace, T. Federici
{"title":"A Business Intelligence Process to Support Information Retrieval in an Ontology-Based Environment","authors":"F. Sciarrone, Paolo Starace, T. Federici","doi":"10.1109/ISDA.2009.145","DOIUrl":"https://doi.org/10.1109/ISDA.2009.145","url":null,"abstract":"A Business Intelligence Process to support Information Retrieval in an Ontology-Based Environment","PeriodicalId":330324,"journal":{"name":"2009 Ninth International Conference on Intelligent Systems Design and Applications","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114924276","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
Classification by Evolutionary Generalized Radial Basis Functions 进化广义径向基函数的分类
2009 Ninth International Conference on Intelligent Systems Design and Applications Pub Date : 2009-11-30 DOI: 10.1109/ISDA.2009.29
A. Castaño, C. Hervás‐Martínez, Pedro Antonio Gutiérrez, F. Fernández-Navarro, M. M. García
{"title":"Classification by Evolutionary Generalized Radial Basis Functions","authors":"A. Castaño, C. Hervás‐Martínez, Pedro Antonio Gutiérrez, F. Fernández-Navarro, M. M. García","doi":"10.1109/ISDA.2009.29","DOIUrl":"https://doi.org/10.1109/ISDA.2009.29","url":null,"abstract":"This paper proposes a novelty neural network model by using generalized kernel functions for the hidden layer of a feed forward network (Generalized Radial Basis Functions, GRBF), where the architecture, weights and node typology are learned through an evolutionary programming algorithm. This new kind of model is compared with the corresponding models with standard hidden nodes: Product Unit Neural Networks (PUNN), Multilayer Perceptrons (MLP) and the RBF neural networks. The methodology proposed is tested using six benchmark classification datasets from well-known machine learning problems. Generalized basis functions are found to present a better performance than the other standard basis functions for the task of classification.","PeriodicalId":330324,"journal":{"name":"2009 Ninth International Conference on Intelligent Systems Design and Applications","volume":"26 S2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120858269","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
ENMET: Endothelial Cell Metabolism Mathematical Model 内皮细胞代谢数学模型
2009 Ninth International Conference on Intelligent Systems Design and Applications Pub Date : 2009-11-30 DOI: 10.1109/ISDA.2009.200
G. Orsi, C. Maria, F. Vozzi, M. Guzzardi, A. Ahluwalia, G. Vozzi
{"title":"ENMET: Endothelial Cell Metabolism Mathematical Model","authors":"G. Orsi, C. Maria, F. Vozzi, M. Guzzardi, A. Ahluwalia, G. Vozzi","doi":"10.1109/ISDA.2009.200","DOIUrl":"https://doi.org/10.1109/ISDA.2009.200","url":null,"abstract":"Endothelial cells have central role in controlling blood vessels homeostasis, secreting vasodilator (Nitric Oxide, NO) and vasoconstrictor (Endothelin-1, ET-1) molecules, in response to various shear-stress levels due to blood flow. ENMET (Endothelial cell METabolism) is mathematical model that mimics completely the principal metabolic pathways in endothelial cell, connecting mechanical-stimuli responses (Et-1 and NO production) to main biochemical reactions. It is based on a set of non-linear differential equations, implemented in Simulink®, based on the cellular energetic state. The validation phase is based on experiments performed in a dynamic culture chamber where cell culture is exposed to a laminar flow that generates a well controlled shear stress.","PeriodicalId":330324,"journal":{"name":"2009 Ninth International Conference on Intelligent Systems Design and Applications","volume":"6 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116397717","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
Tutorial: About Industrial Acceptance of Intelligent Systems 教程:关于智能系统的工业验收
2009 Ninth International Conference on Intelligent Systems Design and Applications Pub Date : 2009-11-30 DOI: 10.1109/ISDA.2009.133
L. Reyneri
{"title":"Tutorial: About Industrial Acceptance of Intelligent Systems","authors":"L. Reyneri","doi":"10.1109/ISDA.2009.133","DOIUrl":"https://doi.org/10.1109/ISDA.2009.133","url":null,"abstract":"This paper analyzes the stage of maturity that neurofuzzy systems (and soft computing in general) have recently reached and tackles the several reasons why they have not yet reached a widespread acceptance in industrial and agronomic applications, despite the good performance they can offer with a reduced design effort.","PeriodicalId":330324,"journal":{"name":"2009 Ninth International Conference on Intelligent Systems Design and Applications","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129906556","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
Sensor Fusion-Oriented Fall Detection for Assistive Technologies Applications 面向传感器融合的跌倒检测辅助技术应用
2009 Ninth International Conference on Intelligent Systems Design and Applications Pub Date : 2009-11-30 DOI: 10.1109/ISDA.2009.203
S. Cagnoni, G. Matrella, M. Mordonini, Federico Sassi, L. Ascari
{"title":"Sensor Fusion-Oriented Fall Detection for Assistive Technologies Applications","authors":"S. Cagnoni, G. Matrella, M. Mordonini, Federico Sassi, L. Ascari","doi":"10.1109/ISDA.2009.203","DOIUrl":"https://doi.org/10.1109/ISDA.2009.203","url":null,"abstract":"A new trend in modern Assistive Technologies implies making extensive use of ICT to develop efficient and reliable \"Ambient Intelligence\" applications dedicated to disabled, elderly or frail people. In this paper we describe two fall detectors, based on bio-inspired algorithms. Such devices can either operate independently or be part of a modular and easily extensible architecture, able to manage different areas of an intelligent environment. In this case, effective data fusion can be achieved, thanks to the complementary nature of the sensors on which the detectors are based. One device is based on vision and can be implemented on a standard FPGA programmable logic. It relies on a simplified version of the Particle Swarm Optimization algorithm. The other device under consideration is a wearable accelerometer-based fall detector, which relies on a recent soft-computing paradigm called Hierarchical Temporal Memories (HTMs).","PeriodicalId":330324,"journal":{"name":"2009 Ninth International Conference on Intelligent Systems Design and Applications","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128564888","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: 23
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