发布求助
文献互助 智能选刊 最新文献

2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI)最新文献

筛选
英文 中文
Knowledge extraction using a genetic fuzzy rule-based system with increased interpretability 利用基于遗传模糊规则的系统进行知识提取，提高了可解释性
2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2012-06-01 DOI: 10.1109/SAMI.2012.6208967
Rogério Ishibashi, C. Nascimento
{"title":"Knowledge extraction using a genetic fuzzy rule-based system with increased interpretability","authors":"Rogério Ishibashi, C. Nascimento","doi":"10.1109/SAMI.2012.6208967","DOIUrl":"https://doi.org/10.1109/SAMI.2012.6208967","url":null,"abstract":"In this paper a fuzzy rule-based system is trained to perform a classification task using a genetic algorithm and a fitness function that simultaneously considers the accuracy of the model and its interpretability. Initially a decision tree is created using any tree induction algorithm such as CART, ID3 or C4.5. This tree is then used to generate a fuzzy rule-based system. The parameters of the membership functions are adjusted by the genetic algorithm. As a case study, the proposed method is applied to an appendicitis dataset with 106 instances (input-output pairs), 7 normalized real-valued inputs and 1 binary output.","PeriodicalId":158731,"journal":{"name":"2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128364416","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: 9
MonAMI platform, trials and results MonAMI平台，试验和结果
2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2012-06-01 DOI: 10.1109/SAMI.2012.6208981
D. Simsík, A. Galajdová, D. Siman, M. Andrásová, S. Krajňák, D. Onofrejová
{"title":"MonAMI platform, trials and results","authors":"D. Simsík, A. Galajdová, D. Siman, M. Andrásová, S. Krajňák, D. Onofrejová","doi":"10.1109/SAMI.2012.6208981","DOIUrl":"https://doi.org/10.1109/SAMI.2012.6208981","url":null,"abstract":"The goal of this paper is to supply information about implemented MonAMI platform as result of 6.FP project focused on social and ICT based services to provide higher level quality of life by improving safety, autonomy and comfort for seniors. The paper is divided into three main parts. The first part describes technology platform used in senior's household environment. The background of the trials is introduced in the second part. Summary overviews of results from trials are described in the last part of the paper.","PeriodicalId":158731,"journal":{"name":"2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114769143","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: 5
An application-oriented review of CogInfoCom: The state-of-the-art and future perspectives 面向应用的CogInfoCom综述:现状与未来展望
2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2012-06-01 DOI: 10.1109/SAMI.2012.6209015
Á. Csapó, P. Baranyi
{"title":"An application-oriented review of CogInfoCom: The state-of-the-art and future perspectives","authors":"Á. Csapó, P. Baranyi","doi":"10.1109/SAMI.2012.6209015","DOIUrl":"https://doi.org/10.1109/SAMI.2012.6209015","url":null,"abstract":"Cognitive Infocommunications (CogInfoCom) is an emerging discipline that investigates synergies between infocommunications and the cognitive sciences, with the goal of creating engineering applications in which systems with various levels of cognitive capability are enabled to work together more effectively. While infocommunications deals with the error-free encoding, transmission and decoding of raw data, CogInfoCom aims to transmit information at a higher, conceptual level in a way that appeals to the receiver's cognitive capabilities. Thus, CogInfoCom may have implications for a wide variety of fields in the future, including virtual reality, 3D Internet and Internet of Things. In this paper, we provide a brief, application-oriented overview of the existing background of CogInfoCom, and outline future perspectives for the field.","PeriodicalId":158731,"journal":{"name":"2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132963556","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
Control possibilities of intersections based on estimated costs of traffic 根据估计的交通成本来控制十字路口的可能性
2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2012-06-01 DOI: 10.1109/SAMI.2012.6209006
A. Torok, F. Mészáros
{"title":"Control possibilities of intersections based on estimated costs of traffic","authors":"A. Torok, F. Mészáros","doi":"10.1109/SAMI.2012.6209006","DOIUrl":"https://doi.org/10.1109/SAMI.2012.6209006","url":null,"abstract":"Road transport is one of the main inland transport modes providing flexible house to house services for the people all over the world Control of road traffic flows in urban areas in intersections are modelled in this article. Cost of CO2, CO, CH, NOx, PM and value of travel time had been used by the authors in order to estimate the cost of intersection. The article presents assumptions for constructing the controlling model and gives simulation results. Traffic flow parameters, such as traffic flow concentration and traffic flow speed are presented based on real traffic data of Budapest.","PeriodicalId":158731,"journal":{"name":"2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"06 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132288016","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
Digital start-up control of the small turbojet engine MPM-20 小型涡轮喷气发动机MPM-20的数字启动控制
2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2012-06-01 DOI: 10.1109/SAMI.2012.6208973
L. Madarász, T. Karol, V. Gaspar, R. Andoga, L. Főző, J. Judičák
{"title":"Digital start-up control of the small turbojet engine MPM-20","authors":"L. Madarász, T. Karol, V. Gaspar, R. Andoga, L. Főző, J. Judičák","doi":"10.1109/SAMI.2012.6208973","DOIUrl":"https://doi.org/10.1109/SAMI.2012.6208973","url":null,"abstract":"The main thesis of this paper considers the possibilities and difficulties of switching from hydromechanical engine control to FADEC (digital) engine control. Regarding different specifications and elements in system, possible errors, advantages and disadvantages, each method has its specific properties of behavior in specific environments and applications. When considering our controlled system, the MPM-20 small turbojet engine, it is a challenge to propose functional control system with backups and with slight possibility of errors during or before operation. In this paper we propose methods of backups for specific elements, prestart diagnostics and on-line diagnostics.","PeriodicalId":158731,"journal":{"name":"2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"30 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130710826","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: 5
Single-objective vs. multi-objective scheduling algorithms for scheduling jobs in grid environment 网格环境下作业调度的单目标与多目标调度算法
2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2012-06-01 DOI: 10.1109/SAMI.2012.6209001
Michal Ulbricht
{"title":"Single-objective vs. multi-objective scheduling algorithms for scheduling jobs in grid environment","authors":"Michal Ulbricht","doi":"10.1109/SAMI.2012.6209001","DOIUrl":"https://doi.org/10.1109/SAMI.2012.6209001","url":null,"abstract":"In this paper the author proves that efficiency of multi-objective algorithms can be compared to single-objective algorithms for scheduling jobs in grid environment. Algorithms are compared via efficiency of reaching best solutions given by objective function. There are two criteria (computation speed and computation cost) presented in objective function including users weights on those criteria. Single-objective algorithms are represented by genetic algorithm and simulated annealing. Class of multi-objective algorithms is represented by improved strong Pareto evolutionary algorithm (SPEA2) and archived multi-objective simulated annealing (AMOSA). Algorithms are compared with best available results (by setting the best input parameters found) in ten, twenty, forty, sixty, eighty and one hundred second runs for one hundred experiments each.","PeriodicalId":158731,"journal":{"name":"2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133269102","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
Modification of PSO algorithm for the purpose of space exploration 面向空间探索的粒子群算法改进
2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2012-06-01 DOI: 10.1109/SAMI.2012.6208962
M. Masár, J. Zelenka
{"title":"Modification of PSO algorithm for the purpose of space exploration","authors":"M. Masár, J. Zelenka","doi":"10.1109/SAMI.2012.6208962","DOIUrl":"https://doi.org/10.1109/SAMI.2012.6208962","url":null,"abstract":"Space exploration is usual task in multi-robot coordination. There are several methods that are applied to this issue. To address this problem, we propose modification of PSO algorithm which is described in this paper. Beside the fact that in our method a virtual particles are meant to be embedded in a real robots, the main changes, compared to the classical PSO, are in a fitness function and a cognitive component.","PeriodicalId":158731,"journal":{"name":"2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"271 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121236560","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
BPSK system on Spartan 3E FPGA 基于Spartan 3E FPGA的BPSK系统
2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2012-06-01 DOI: 10.1109/SAMI.2012.6208977
S. Popescu, A. Gontean, G. Budura
{"title":"BPSK system on Spartan 3E FPGA","authors":"S. Popescu, A. Gontean, G. Budura","doi":"10.1109/SAMI.2012.6208977","DOIUrl":"https://doi.org/10.1109/SAMI.2012.6208977","url":null,"abstract":"The paper presents a theoretical background overview of the digital communication systems and the BPSK modulation and demodulation. The purposed design is the BPSK system. The BPSK modulation and demodulation represents an important modulation technique in terms of signal power. The BPSK system is simulated using Matlab/ Simulink environment and System Generator, a tool from Xilinx used for FPGA design as well as implemented on two Spartan 3E Starter Kit boards. The first board behaves as a modulator and the second as a demodulator. The modulator and demodulator algorithms have been implemented on FPGA using the VHDL language on Xilinx ISE 12.3. The local clock oscillator of the board is 50 Mhz which corresponds with a period of 20 ns. The frequency of the BPSK carrier is 31,250 kHz. Both, the modulator and demodulator, have been designed and simulated and theirs performances were evaluated by measurements.","PeriodicalId":158731,"journal":{"name":"2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123278991","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: 33
Developing a decision support system to determine carbohydrate intake of diabetic patients 开发决策支持系统以确定糖尿病患者的碳水化合物摄入量
2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2012-06-01 DOI: 10.1109/SAMI.2012.6209004
Patricia Pinter, Lorand Vajda, Levente Kovacs
{"title":"Developing a decision support system to determine carbohydrate intake of diabetic patients","authors":"Patricia Pinter, Lorand Vajda, Levente Kovacs","doi":"10.1109/SAMI.2012.6209004","DOIUrl":"https://doi.org/10.1109/SAMI.2012.6209004","url":null,"abstract":"The use of telecommunication methods for healthcare purposes is nowadays inevitable to provide satisfactory service. This article introduces and investigates the concept of a decision support system using telemedicine solutions, namely supporting the medical staff and the patient to treat diabetes by determining diet plans and monitoring food consumption (focusing on carbohydrate intake). The system's requirements are to support the monitoring of the patient's well-being, making a choice on the right therapy, the identification of deterioration of health and alert before the patient's situation gets worse. After summarizing the currently existing diet planning systems, the current article focuses on the presentation of the preliminary work, an application developed by Healthcare Technologies Knowledge Centre of Budapest University of Technology and Economics and the Dept. of Control Engineering and Information Technology. The article introduces in detail the homecare supporting system which is the base of the application, the next steps of the specification and the existing literature. Along with present tasks the future plans are also presented.","PeriodicalId":158731,"journal":{"name":"2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123607707","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: 6
Dynamic behavior network 动态行为网络
2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2012-06-01 DOI: 10.1109/SAMI.2012.6208958
C. Kertesz
{"title":"Dynamic behavior network","authors":"C. Kertesz","doi":"10.1109/SAMI.2012.6208958","DOIUrl":"https://doi.org/10.1109/SAMI.2012.6208958","url":null,"abstract":"Since the birth of the subsumption architecture (SA) two decades ago, several derivations have been emerged from the original concept. The behavior-based architectures, one of the successors, have been successful to create simple behaviors in a system, resulting more complex behaviors by their interactions. The dynamic behavior network (DBN), introduced in this paper, does not specify a strict hierarchy between the behaviors, however, the stimulus levels and links determinate their actual states in a moment. The dynamic instantiation and destruction of the behaviors make the design and the development of the behaviors easier and the computational resources are utilized more efficiently. The concept of the DBN is presented in this paper, the common and new behavior patterns are examined as well as a practical application based on DBN is described.","PeriodicalId":158731,"journal":{"name":"2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127664728","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: 6
首页 上一页 下一页 尾页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：481959085
Book学术官方微信