2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI)最新文献

Identification and analysis of human pose in video 视频中人体姿态的识别与分析

2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2011-03-24 DOI: 10.1109/SAMI.2011.5738893

Ishita Chakraborty, T. Paul

引用次数: 0

Improving the performance of artificial immune system in estimation problems with normalization technique: A case study of USA, Japan and France electricity consumption 用归一化技术提高人工免疫系统在估计问题中的性能——以美国、日本和法国电力消耗为例

2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2011-03-24 DOI: 10.1109/SAMI.2011.5738863

M. Valipour, S. Shabibi, Morteza Saberi, A. Azadeh

{"title":"Improving the performance of artificial immune system in estimation problems with normalization technique: A case study of USA, Japan and France electricity consumption","authors":"M. Valipour, S. Shabibi, Morteza Saberi, A. Azadeh","doi":"10.1109/SAMI.2011.5738863","DOIUrl":"https://doi.org/10.1109/SAMI.2011.5738863","url":null,"abstract":"This paper presents an artificial immune system (AIS) for electricity consumption estimation as a common problem in estimation domain. We study the impact of data normalization on artificial immune system (AIS) performance and two hundred AIS are constructed for this. Also, fifty AIS have been constructed and tested in order to finding best AIS for electricity consumption estimation in each case. Another unique feature of this study is the utilization of AIS in estimation domain and especially in electricity consumption estimation as the first time. Two standard inputs are used in order to training and testing developed AIS. The mentioned input parameters are gross domestic product (GDP) and population (POP). All of trained AIS are then compared with respect to mean absolute percentage error (MAPE). To meet the best performance of the intelligent based approaches, data are normalized. To show the applicability and superiority of the AIS, actual electricity consumption in USA, Japan and France from 1980 to 2007 is considered.","PeriodicalId":202398,"journal":{"name":"2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123314686","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

Novel emotion dynamic express for robot 机器人的新型情感动态表达

2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2011-03-24 DOI: 10.1109/SAMI.2011.5738883

Dong-Hwa Kim, P. Baranyi

引用次数: 7

Hybrid concepts of analytic modeling of the MPM 20 engine mpm20发动机分析建模的混合概念

2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2011-03-24 DOI: 10.1109/SAMI.2011.5738861

R. Andoga, L. Madarász, L. Főző, M. Bučko

引用次数: 0

Intelligent prediction of crude oil price using Support Vector Machines 基于支持向量机的原油价格智能预测

2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2011-03-24 DOI: 10.1109/SAMI.2011.5738868

A. Khashman, N. Nwulu

引用次数: 40

Fuzzy Sliding Mode Control of non-holonomic Wheeled Mobile Robot 非完整轮式移动机器人的模糊滑模控制

2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2011-03-24 DOI: 10.1109/SAMI.2011.5738888

J. Keighobadi, Y. Mohamadi

引用次数: 13

Issues regarding mathematical modeling of wind aggregates 关于风聚集的数学建模问题

2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2011-03-24 DOI: 10.1109/SAMI.2011.5738891

I. Filip, I. Szeidert, G. Proștean, C. Vașar

{"title":"Issues regarding mathematical modeling of wind aggregates","authors":"I. Filip, I. Szeidert, G. Proștean, C. Vașar","doi":"10.1109/SAMI.2011.5738891","DOIUrl":"https://doi.org/10.1109/SAMI.2011.5738891","url":null,"abstract":"There were conceived original methods that intend to optimize (maximize) the efficiency of variable speed fixed blade wind generators. These methods are based on mathematical models of fixed blades wind turbines windmills. This is the main reason that an important part of the paper is dedicated to the problematic of mathematical modeling of the wind turbine — focused mainly on the determination from experimental tunnels values of the required control values, by using different types of regression functions. From the values of the instantaneous generator's efficiency and the power supplied, by generator, while using the mathematical model of the turbine-generator group, the momentary value of the wind speed is determined. Also, by using the instantaneous value of the wind speed and the mathematical model of wind turbine's power, the optimum values of the operating rotation speed are computed for different wind speed values, in order to generate an off-line database table. The obtained optimum rotation speed values are further used in a look-up table for fast finding (through interpolation means) of the rotation speed, value that is prescribed to the rotation speed control loop. The main advantages of the proposed approach are the simplicity and robustness of the implementation.","PeriodicalId":202398,"journal":{"name":"2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131899701","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

On observer-based residual generator design for a class of nonlinear systems 一类非线性系统基于观测器的残差发生器设计

2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2011-03-24 DOI: 10.1109/SAMI.2011.5738855

D. Krokavec, A. Filasová

引用次数: 2

Data flow graph mapping techniques of computer architecture with data driven computation model 基于数据驱动计算模型的计算机体系结构数据流图映射技术

2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2011-03-24 DOI: 10.1109/SAMI.2011.5738905

B. Madoš, A. Baláz

引用次数: 8

Extending intelligent collaboration using semantic information in the VirCA system 在VirCA系统中使用语义信息扩展智能协作

2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2011-03-24 DOI: 10.1109/SAMI.2011.5738882

I. Fulop

{"title":"Extending intelligent collaboration using semantic information in the VirCA system","authors":"I. Fulop","doi":"10.1109/SAMI.2011.5738882","DOIUrl":"https://doi.org/10.1109/SAMI.2011.5738882","url":null,"abstract":"The collaboration of different intelligent devices can extend the capabilities of computer systems, but the organization of the collaboration brings on further problems to solve. One problem is the exact description of the capabilites of single devices, which has to be processed automaticcaly for an efficient organization. This paper presents a solution for this problem with the usage of semantic information, i.e. such a representation, which can express the meaning of the capabilities of the devices and can be processed by computer systems. As the basis of such a collaboration, the VirCA system[1] is taken, which can manage the collaboration of different intelligent devices in a virtual environment in the conventional way. Then, it is demonstrated, how the VirCA system can be extended in order to support semantic information based collaboration. The structure of this paper is the following: In the first section, a brief introduction of semantic technologies is presented with the forms of appropriation. In the second section, the VirCA system itself is itroduced as a platform of collaboration between intelligent systems. In the third section, the extention of the VirCA system with semantic information is presented together with the architecture of the semantic components and the operation of the system. In the fourth section, the technology behind the semantic information management in VirCA is detailed, e.g. the ontologies applied together with some current research fields. In the fifth section, example applications of the system are presented with robots as intelligent devices.","PeriodicalId":202398,"journal":{"name":"2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117218132","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