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2011 15th IEEE International Conference on Intelligent Engineering Systems最新文献

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An approach to feature selection for sentiment analysis 面向情感分析的特征选择方法
2011 15th IEEE International Conference on Intelligent Engineering Systems Pub Date : 2011-06-23 DOI: 10.1109/INES.2011.5954773
P. Koncz, Ján Paralič
{"title":"An approach to feature selection for sentiment analysis","authors":"P. Koncz, Ján Paralič","doi":"10.1109/INES.2011.5954773","DOIUrl":"https://doi.org/10.1109/INES.2011.5954773","url":null,"abstract":"Sentiment analysis deals with methods for automatic analysis of the subjective aspects of the text. In this contribution we first present an overview of main approaches currently used in sentiment analysis. We further focus on feature selection methods for sentiment analysis and propose a new approach to feature selection. Our approach has been experimentally evaluated on movie review dataset. The results show that the proposed method is computationally efficient and in exchange sacrifices only a small amount of accuracy.","PeriodicalId":414812,"journal":{"name":"2011 15th IEEE International Conference on Intelligent Engineering Systems","volume":"99 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125081642","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: 59
Knowledge reuse in configuration of project management information systems: A change management case study 项目管理信息系统配置中的知识重用:一个变更管理案例研究
2011 15th IEEE International Conference on Intelligent Engineering Systems Pub Date : 2011-06-23 DOI: 10.1109/INES.2011.5954718
S. Berzisa, J. Grabis
{"title":"Knowledge reuse in configuration of project management information systems: A change management case study","authors":"S. Berzisa, J. Grabis","doi":"10.1109/INES.2011.5954718","DOIUrl":"https://doi.org/10.1109/INES.2011.5954718","url":null,"abstract":"Project management information system is one of main enablers of successful project management. The configuration of the project management information system should be adapted to needs and requirements of a particular project. However, project managers are not always aware of the most appropriate configuration. Adequate knowledge would help the project managers during definition of the configuration requirements. Therefore, an approach for the project management knowledge reuse during configuration of the project management information system is elaborated. This paper presents the case study of application of knowledge reuse in configuration of project change management module. The case study discusses both knowledge acquisition and knowledge utilization processes.","PeriodicalId":414812,"journal":{"name":"2011 15th IEEE International Conference on Intelligent Engineering Systems","volume":"94 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129979937","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
Studies on the less-used actions exploration problem of a rationing algorithm based on reinforcement learning 基于强化学习的配给算法的少用动作探索问题研究
2011 15th IEEE International Conference on Intelligent Engineering Systems Pub Date : 2011-06-23 DOI: 10.1109/INES.2011.5954770
M. Stoica, G. Calangiu, F. Sisak
{"title":"Studies on the less-used actions exploration problem of a rationing algorithm based on reinforcement learning","authors":"M. Stoica, G. Calangiu, F. Sisak","doi":"10.1109/INES.2011.5954770","DOIUrl":"https://doi.org/10.1109/INES.2011.5954770","url":null,"abstract":"Programming by demonstration is an interesting subject in the field of robotics and it is developing more and more in the direction of robots for services and humanoid robots. Programming by demonstration is much less researched when it comes to industrial robots. One of the reasons is that an industrial robot has to act in a precise and certain manner. However, extending research regarding programming by demonstration to the field of industrial robots could lead to the creation of intelligent systems where the industrial robot could be programmed in an easier way. The goal of our research is to develop an intelligent system useful for industrial robot programming by demonstration. The reasoning algorithms are the mechanisms which offer flexibility to the proposed system. We have focused our research on the creation of a reasoning algorithm based on artificial neural networks [1, 2]. Because the results of this algorithm were not satisfying we have switched our focus to the development of a reasoning algorithm based on reinforcement learning [3]. The algorithm is based on the idea that marks can be assigned to each possible action whenever the robot is in an unknown state. The exploration of less-used actions plays also an important role in the case the robot must to take a decision. Based on the marks and on the exploration feature of the algorithm the robot updates its behaviour. This paper presents a description and some studies on less-used actions exploration problem of the algorithm. Some chapters of the paper will deal with the problems implementing the algorithm, the conducted experiments in terms of exploration feature of the algorithm and the results obtained. The analysis of the results and the characteristics of the algorithm in terms of less-used actions exploration are also discussed in this paper.","PeriodicalId":414812,"journal":{"name":"2011 15th IEEE International Conference on Intelligent Engineering Systems","volume":"319 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122737498","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
Operand processing and P-single operators 操作数处理和p -单操作符
2011 15th IEEE International Conference on Intelligent Engineering Systems Pub Date : 2011-06-23 DOI: 10.1109/INES.2011.5954746
L. Vokorokos, N. Ádám, B. Madoš, E. Dankova
{"title":"Operand processing and P-single operators","authors":"L. Vokorokos, N. Ádám, B. Madoš, E. Dankova","doi":"10.1109/INES.2011.5954746","DOIUrl":"https://doi.org/10.1109/INES.2011.5954746","url":null,"abstract":"The data flow model of execution offers attractive properties for parallel processing. First, it is asynchronous: Because the readiness of data dictates the instruction execution. Second, it is self-scheduling: The data flow graph representation of a program eliminates the need to explicitly manage parallel execution. The architecture described in this article belongs to a class of dynamic dataflow architectures, in which the operand process control significantly affects the performance parameters as well as the system characteristics of the given architecture.","PeriodicalId":414812,"journal":{"name":"2011 15th IEEE International Conference on Intelligent Engineering Systems","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116032603","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 simple machine in a complex environment: A Petri net approach 复杂环境中的简单机器:Petri网方法
2011 15th IEEE International Conference on Intelligent Engineering Systems Pub Date : 2011-06-23 DOI: 10.1109/INES.2011.5954778
N. Saadallah, H. Meling, B. Daireaux
{"title":"A simple machine in a complex environment: A Petri net approach","authors":"N. Saadallah, H. Meling, B. Daireaux","doi":"10.1109/INES.2011.5954778","DOIUrl":"https://doi.org/10.1109/INES.2011.5954778","url":null,"abstract":"This paper is about a modelling approach on top of the Petri net formalism. We consider a system architecture that separates the machine from the environment in which it is deployed, and address this architecture within the Petri net framework. We consider that the basic functioning of many machines can be captured in a Petri net model, while the environment where the machine is deployed is often complex and difficult to model within Petri net. We handle the environment influence on the choice of operations by the so-called external agents, and propose a way to model their respective goals. We support our work with theoretical analyses model, and also a simple graphical model building language. We then illustrate the method using a case study inspired from the well drilling industry.","PeriodicalId":414812,"journal":{"name":"2011 15th IEEE International Conference on Intelligent Engineering Systems","volume":"315 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132025058","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 launch control system for cars 汽车发射控制系统
2011 15th IEEE International Conference on Intelligent Engineering Systems Pub Date : 2011-06-23 DOI: 10.1109/INES.2011.5954733
M. Popa
{"title":"A launch control system for cars","authors":"M. Popa","doi":"10.1109/INES.2011.5954733","DOIUrl":"https://doi.org/10.1109/INES.2011.5954733","url":null,"abstract":"Electronic control of the car is a challenging and continuously developing area. Our days' cars include tens or even hundreds of microcontrollers. One of the main blocks in a car is the traction system. Its performance is strongly determined by the adherence of the tires and how are they commanded. A too strong command may lead to dissipated power while a too slight one may lead to a slow run of the car. The solution consists in the launch control systems. This paper presents the study and the implementation of a microcontroller based launch control system for cars.","PeriodicalId":414812,"journal":{"name":"2011 15th IEEE International Conference on Intelligent Engineering Systems","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125112157","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
The analysis of the new-borns' cry using NEONAT and data mining techniques 利用NEONAT和数据挖掘技术对新生儿哭声进行分析
2011 15th IEEE International Conference on Intelligent Engineering Systems Pub Date : 2011-06-23 DOI: 10.1109/INES.2011.5954750
R. Robu, F. Feier, V. Stoicu-Tivadar, C. Ilie, I. Enătescu
{"title":"The analysis of the new-borns' cry using NEONAT and data mining techniques","authors":"R. Robu, F. Feier, V. Stoicu-Tivadar, C. Ilie, I. Enătescu","doi":"10.1109/INES.2011.5954750","DOIUrl":"https://doi.org/10.1109/INES.2011.5954750","url":null,"abstract":"The new-borns' cries are relevant for their health status. Their analysis may constitute a non-invasive diagnosis method. The paper presents a new tool (NEONAT) that allows digital processing of the vocal signal representing the cry, visualizing the frequency spectrum and several values of interest as well as managing the data regarding mothers and babies. A protocol for performing recordings is proposed. The application has a facility to export data in ARFF format to be processed by the algorithms supplied by the data mining tool WEKA. Testing the data mining opportunities was made building a sex classifier based on the information extracted from the cry. Its performances have been good, and based on that, a process for the detection of neurologic suffering was suggested. The application runs in the Obstetrics and Gynaecology Clinique in the Emergency County Hospital from Timisoara.","PeriodicalId":414812,"journal":{"name":"2011 15th IEEE International Conference on Intelligent Engineering Systems","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133717284","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
Statecharts model and heuristic scheduling of a production process 生产过程的状态图模型和启发式调度
2011 15th IEEE International Conference on Intelligent Engineering Systems Pub Date : 2011-06-23 DOI: 10.1109/INES.2011.5954764
P. Kurdel, J. Sebestyénová
{"title":"Statecharts model and heuristic scheduling of a production process","authors":"P. Kurdel, J. Sebestyénová","doi":"10.1109/INES.2011.5954764","DOIUrl":"https://doi.org/10.1109/INES.2011.5954764","url":null,"abstract":"Modern factories often employ elaborate manufacturing information systems involving a computer network and various databases. In practice, it often happens that soon after a plan or schedule has been generated, an unexpected event happens that forces the decision-maker to make changes. We present a Statecharts model of a small manufacturing plant. Based on analysis of manufacturing processes in a project partner firm, we model it as discrete event system. Further we propose a heuristic rescheduling algorithm for it.","PeriodicalId":414812,"journal":{"name":"2011 15th IEEE International Conference on Intelligent Engineering Systems","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124183477","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
Optimization of microstrip filter dimensions by differential evolution algorithm 基于差分进化算法的微带滤波器尺寸优化
2011 15th IEEE International Conference on Intelligent Engineering Systems Pub Date : 2011-06-23 DOI: 10.1109/INES.2011.5954740
J. Palecek, P. Vestenický, M. Vestenický, J. Spalek
{"title":"Optimization of microstrip filter dimensions by differential evolution algorithm","authors":"J. Palecek, P. Vestenický, M. Vestenický, J. Spalek","doi":"10.1109/INES.2011.5954740","DOIUrl":"https://doi.org/10.1109/INES.2011.5954740","url":null,"abstract":"In the paper the method of a microstrip filter design for high frequency applications is presented. Definition of design criteria is based on the filter tolerance scheme determination. The design process uses differential evolution algorithm. Main part of the paper describes a creation of cost function and the method of its application in cooperation with the used algorithm. Conclusion of the paper presents a found solution and its comparison with filter designed by commonly used commercial software.","PeriodicalId":414812,"journal":{"name":"2011 15th IEEE International Conference on Intelligent Engineering Systems","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116389107","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
Neural network models for anytime use 神经网络模型随时使用
2011 15th IEEE International Conference on Intelligent Engineering Systems Pub Date : 2011-06-23 DOI: 10.1109/INES.2011.5954727
A. Várkonyi-Kóczy
{"title":"Neural network models for anytime use","authors":"A. Várkonyi-Kóczy","doi":"10.1109/INES.2011.5954727","DOIUrl":"https://doi.org/10.1109/INES.2011.5954727","url":null,"abstract":"Nowadays, the role of anytime and situational models and algorithms has become important because they offer a way to handle atypical situations and to overcome problems of resource, time, and data insuffiency in changing and time-critical systems and situations. Soft computing, in particular fuzzy and neural network based models are serious candidates for usage in such systems, however their high complexity, and in some cases unknown accuracy, can limit their applicability. In this paper, special neural network structures are introduced which (1) complexity can adaptively be chosen according to the temporal situation (resource, time, and data availability), (2) the accuracy is always known, and (3) monotonously decreases parallel with the increase of the complexity of the used model/algorithm.","PeriodicalId":414812,"journal":{"name":"2011 15th IEEE International Conference on Intelligent Engineering Systems","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116281633","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
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