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2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI)最新文献

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Building the prediction model from the aviation incident data 利用航空事故数据建立预测模型
2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 1900-01-01 DOI: 10.1109/SAMI.2014.6822441
Alexandra Lukácová, F. Babič, Ján Paralič
{"title":"Building the prediction model from the aviation incident data","authors":"Alexandra Lukácová, F. Babič, Ján Paralič","doi":"10.1109/SAMI.2014.6822441","DOIUrl":"https://doi.org/10.1109/SAMI.2014.6822441","url":null,"abstract":"This paper presents an application of data mining on aviation incident data in order to predict the level of incidents' seriousness. Every incident can be seen as a problem that must be avoided or at least minimized its consequences. In aviation industry we can identify several interesting tasks that can be solved by means of data mining methods, e.g. prediction of important meteorological phenomena as fog or low clouds; prediction of potential incidents or problem situations etc. In our case we used public dataset from Federal Aviation Administration Accident/Incident Data System containing more than 22 thousand records from the period between years 2000 and 2013. Our goal was to generate a prediction model that will be able to identify possible risk situations based on significant input factors extracted from dataset with the best possible accuracy. This paper describes the whole process as well as the very good results that we achieved. Our model can be further used to reduce the number of incidents with fatal/death consequences.","PeriodicalId":441172,"journal":{"name":"2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131048219","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
Control of agents in a multi-agent system using ZCS evolutionary classifier systems 基于ZCS进化分类器的多智能体系统中的智能体控制
2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 1900-01-01 DOI: 10.1109/SAMI.2014.6822399
Tomás Cádrik, M. Mach
{"title":"Control of agents in a multi-agent system using ZCS evolutionary classifier systems","authors":"Tomás Cádrik, M. Mach","doi":"10.1109/SAMI.2014.6822399","DOIUrl":"https://doi.org/10.1109/SAMI.2014.6822399","url":null,"abstract":"The paper shows the usage of ZCS evolutionary systems in a multi-agent system where each agent is controlled with a different classifier system. This approach was tested on the cleaning robot task with multiple robots cleaning the room. Each robot has like in the original cleaning robot task a limited amount of carried trash and when the robot's stack is full he must go to a container and take out the junk.","PeriodicalId":441172,"journal":{"name":"2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"66 13","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131923037","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
Multitude number estimation based on species frequency 基于物种频率的种群数估计
2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 1900-01-01 DOI: 10.1109/SAMI.2014.6822427
J. Lakner, E. Hajnal, G. Lakner, J. Padisák
{"title":"Multitude number estimation based on species frequency","authors":"J. Lakner, E. Hajnal, G. Lakner, J. Padisák","doi":"10.1109/SAMI.2014.6822427","DOIUrl":"https://doi.org/10.1109/SAMI.2014.6822427","url":null,"abstract":"The mathematical model for the change of species number in phytoplankton from Lake Stechlin was developed in the other our work, where the species was separated rare and frequent ones. In general case both type species can be settled in and extinct from the ecosystems can be transformed from each to other and a complicate (connected) differential equation system used for description could possible to be solved by ecosystems approximation. The results showed this separation into two types seemed to only be artificial, but it also has biological background, as it may reflect a real difference in the reproductive strategy of species. This latter suggested a little modified criterion compared with the earlier for the division, and the model applying for this case showed a real difference both two types, namely the rare species are stable and the frequent ones are dynamically, as well as that there is no transformation between the rare and frequent species defined in this way. A further consequence is that the differential equation system describing the processes has also become to be separated and they will be solvable one by one without approximation.","PeriodicalId":441172,"journal":{"name":"2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131803422","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
JBdiEmo — OCC model based emotional engine for Jadex BDI agent system 基于JBdiEmo - OCC模型的Jadex BDI agent系统情感引擎
2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 1900-01-01 DOI: 10.1109/SAMI.2014.6822426
Š. Korečko, Tomas Herich, B. Sobota
{"title":"JBdiEmo — OCC model based emotional engine for Jadex BDI agent system","authors":"Š. Korečko, Tomas Herich, B. Sobota","doi":"10.1109/SAMI.2014.6822426","DOIUrl":"https://doi.org/10.1109/SAMI.2014.6822426","url":null,"abstract":"The belief-desire-intention (BDI) model is one of the most prominent models for designing artificial intelligent agents. Being relatively simple the BDI model doesn't take into account several aspects of human reasoning, including the role of emotions. The work presented in this paper contributes to the recent effort to extend the BDI model and its implementations with emotions as defined in the emotional model OCC by psychologists Ortony, Clore and Collins. The contribution has a form of design and implementation of the JBdiEmo engine - an emotional engine built on the top of the Jadex BDI agent platform. In this paper we deal with components of the engine, its basic processes and the way in which it is connected to the underlying Jadex platform. In particular, we focus on the process of the emotional engine initialisation, emotions-related message passing and specification of emotions eliciting conditions in the context of beliefs, goals and plans of agents.","PeriodicalId":441172,"journal":{"name":"2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114985820","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
Modelling of container terminals using two-layer agent architecture 基于双层代理体系结构的集装箱码头建模
2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 1900-01-01 DOI: 10.1109/SAMI.2014.6822416
M. Kocifaj, N. Adamko
{"title":"Modelling of container terminals using two-layer agent architecture","authors":"M. Kocifaj, N. Adamko","doi":"10.1109/SAMI.2014.6822416","DOIUrl":"https://doi.org/10.1109/SAMI.2014.6822416","url":null,"abstract":"Container terminals are complex systems where many interrelated operations have to be conducted to achieve the best possible throughput and customers' satisfaction. Simulation models of such systems have to be based on suitable modelling paradigm. The paper presents utilisation of agent-based architecture ABAsim for creation of two-layer agent model of container terminal operation that reflects the hierarchical structure of the modelled system. Brief description of all employed model agents and their mutual cooperation and communication is provided. Presented model has been successfully implemented and integrated into existing transportation terminal simulation tool Villon.","PeriodicalId":441172,"journal":{"name":"2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121937027","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
Fuzzy adaptive control for pneumatic muscle actuator with simulated annealing tuning 气动肌肉执行器模拟退火整定模糊自适应控制
2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 1900-01-01 DOI: 10.1109/SAMI.2014.6822408
A. Hošovský, P. Michał, M. Tóthová, O. Biros
{"title":"Fuzzy adaptive control for pneumatic muscle actuator with simulated annealing tuning","authors":"A. Hošovský, P. Michał, M. Tóthová, O. Biros","doi":"10.1109/SAMI.2014.6822408","DOIUrl":"https://doi.org/10.1109/SAMI.2014.6822408","url":null,"abstract":"Pneumatic artificial muscles - based robotic systems usually necessitate the use various nonlinear control techniques in order to improve their performance. Moreover, their robustness to parameter variation, which is generally hardly predictable, should also be tested. Here a fast hybrid adaptive control is proposed, where a conventional PD controller is placed into the feedforward branch and a fuzzy controller is placed into the adaptation branch. The fuzzy controller compensates for the actions of PD controller under conditions of inertia moment variation. The design of fuzzy controller is based on the results of optimization using simulated annealing algorithm. The results confirm fast action of the control scheme as well as its robustness to changes in inertia moment variation.","PeriodicalId":441172,"journal":{"name":"2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132598472","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: 18
The importance of normalization and standardization in the process of clustering 归一化和标准化在聚类过程中的重要性
2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 1900-01-01 DOI: 10.1109/SAMI.2014.6822444
P. Trebuna, J. Halčinová, Milan Fil'o, J. Markovič
{"title":"The importance of normalization and standardization in the process of clustering","authors":"P. Trebuna, J. Halčinová, Milan Fil'o, J. Markovič","doi":"10.1109/SAMI.2014.6822444","DOIUrl":"https://doi.org/10.1109/SAMI.2014.6822444","url":null,"abstract":"Subject of this article is to highlight the importance of normalization and standardization in the clustering process. The values of each character as they are often the results of measurements in different units, and it can cause that some characters seem to be dominating a few other characters influenced the course of cluster analysis.","PeriodicalId":441172,"journal":{"name":"2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123561234","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: 19
Monitoring of influence of significant parameters during anodizing of aluminium 铝阳极氧化过程中重要参数影响的监测
2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 1900-01-01 DOI: 10.1109/SAMI.2014.6822447
P. Michaf, A. Vagaská, M. Gombár, A. Hošovský, J. Kmec
{"title":"Monitoring of influence of significant parameters during anodizing of aluminium","authors":"P. Michaf, A. Vagaská, M. Gombár, A. Hošovský, J. Kmec","doi":"10.1109/SAMI.2014.6822447","DOIUrl":"https://doi.org/10.1109/SAMI.2014.6822447","url":null,"abstract":"The paper deals with the possibilities of control the technological process of aluminium anodic oxidation using the Design of Experiments (DoE) and the higher order neural unit to monitor the influence of the significant parameters on the resulting AAO (anodic aluminium oxide) film thickness. It also compares the relationship between individual inputs factors and their mutual interactions on the AAO thickness at monitored current density of 1.00 A·dm-2 and 6.00 A·dm-2. The developed predicted model describes the influence of input factors on the final AAO thickness by cubic function and its reliability is 99.37 % at current density of 1 A·dm-2 and 99.47% at current density of 6 A·dm-2. The electrolyte temperature and the size of an applied voltage had the most important influence.","PeriodicalId":441172,"journal":{"name":"2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123398251","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
Concept definition for Big Data architecture in the education system 教育系统中大数据架构的概念定义
2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 1900-01-01 DOI: 10.1109/SAMI.2014.6822433
P. Michalik, J. Stofa, I. Zolotová
{"title":"Concept definition for Big Data architecture in the education system","authors":"P. Michalik, J. Stofa, I. Zolotová","doi":"10.1109/SAMI.2014.6822433","DOIUrl":"https://doi.org/10.1109/SAMI.2014.6822433","url":null,"abstract":"Big Data is a huge phenomenon of last days. Number of applications using this concept is still increasing and area of implementation is still wider and wider. There are different examples such as transport, health-care, industry or education. This work covers just the field of education or university's environment. Purpose of this work is to identify Big Data sources from university's environment and also design of procedure how to work with them. Paper also shows possible using concept of Big Data, but does not show what types of analyses should be performed to improve education process. It means that the main benefit of this work is design of architecture for this problem from the technical perspective. In addition, there are some specific software applications that can be deployed to solve this problem.","PeriodicalId":441172,"journal":{"name":"2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116949766","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: 55
Crossbar network for automatic analog circuit synthesis 横杆网络用于自动模拟电路合成
2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 1900-01-01 DOI: 10.1109/SAMI.2014.6822419
G. Gyorok
{"title":"Crossbar network for automatic analog circuit synthesis","authors":"G. Gyorok","doi":"10.1109/SAMI.2014.6822419","DOIUrl":"https://doi.org/10.1109/SAMI.2014.6822419","url":null,"abstract":"Automatic synthesis of digital circuit is mostly solved, at a well defined boundary conditions. Algorithm of a digital topology generating can be performed. From traditional discrete electronic parts an analog circuit implementation is almost impossible, because analog integrated circuits configurable through a digital interface already exist. Automatic synthesis of analog circuits can be important, because are through a digital interface configurable analog integrated circuits. All these, and increasing processing performance of computers are new approaches to be made. Such synthesis may be important not only in the synthesis of discrete components, but circuit modules can be used, whether the case of configurable analog circuitry system synthesis. In engineering practice the commonly used brute force method is very resource-intensive process. The present article shows an optimization method by which the purely theoretical possibilities are considerably reduced thereby it increases the rate of synthesis.","PeriodicalId":441172,"journal":{"name":"2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"158 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133786493","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: 21
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