2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI)最新文献_第4页

Prediction based on hybrid method in complex event processing 复杂事件处理中基于混合方法的预测

2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2014-05-29 DOI: 10.1109/SAMI.2014.6822430

J. Lang, Zdenko Capik

{"title":"Prediction based on hybrid method in complex event processing","authors":"J. Lang, Zdenko Capik","doi":"10.1109/SAMI.2014.6822430","DOIUrl":"https://doi.org/10.1109/SAMI.2014.6822430","url":null,"abstract":"This paper presents a procedure for performing predictive analysis of complex events occurrence in time-critical complex event processing systems. Complex event processing (CEP) is one of the three basic styles of event processing, which involve the detection and identification of dependencies in the sequences of selected events from various sources. CEP allows applications to monitor several streams of events, analyze them according to predetermined rules, and respond to the identified opportunities and threats in real time. With CEP it is possible to identify and apply business intelligence over the streams of events, and it allows user to easily identify the complex events with the temporal and spatial constraints. CEP is a technology that is critical in an environment where time plays an important role, in real time decision making. CEP increases the visibility and availability of the information, making it better and faster response to the emergence of situations difficult to predict. This paper deals with the analysis and use of available techniques for classification and prediction in complex event processing. In this paper we present the verification of selected methods and their application in predicting the complex events. For this purpose was designed and implemented application CepPredictiveAnalysis. The prediction is performed by the proposed hybrid method. Despite certain limitations, the system gives acceptable accuracy in financially-oriented applications.","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":"2014-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131129053","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

Domain relations in trees arborescence for interaction search on persistent routing availability 基于持久路由可用性交互搜索的树丛域关系

2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2014-05-29 DOI: 10.1109/SAMI.2014.6822380

S. Orzen

{"title":"Domain relations in trees arborescence for interaction search on persistent routing availability","authors":"S. Orzen","doi":"10.1109/SAMI.2014.6822380","DOIUrl":"https://doi.org/10.1109/SAMI.2014.6822380","url":null,"abstract":"The work presented in this paper represents an applicable network organization for the requirements of a sustainable session layer, created through persistent routes. As each computing element is guided through interconnected domains that must convey a significant rule understanding of how data traffic is transmitted in a computer network, certain aspects which ensure the availability of a session process between network hosts are designed to achieve a fault tolerant interaction search that helps the re-routing of data in relational named domains. Trees arborescence create a logical understanding of how network nodes are organized and partitioned in order to ascribe a performance level which is adaptable, for a context implying support from network and transport layers, making a protocol specification ini plein en ta bit for data packet time based path allocation resolution. Synchronization for path decision making in guided rule algorithmic data flows is an effective mechanism that permits the overall software platform availability depiction, that in turn is dependable on a reliable and parametrized communication medium.","PeriodicalId":441172,"journal":{"name":"2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"129 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116946652","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

Simultaneous filtering and tracking of focal liver lesion for time intensity curve analysis in contrast enhanced ultrasound imagery 超声造影图像中肝局灶性病变时间强度曲线分析的同步滤波与跟踪

2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2014-05-29 DOI: 10.1109/SAMI.2014.6822413

D. Mihăilescu, V. Gui, C. Toma, A. Popescu, I. Sporea

引用次数: 0

Diagnostics of complex systems using thermography 使用热成像技术诊断复杂系统

2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2014-05-29 DOI: 10.1109/SAMI.2014.6822387

F. Adamčík, R. Bréda, T. Lazar, Michal Puheim

{"title":"Diagnostics of complex systems using thermography","authors":"F. Adamčík, R. Bréda, T. Lazar, Michal Puheim","doi":"10.1109/SAMI.2014.6822387","DOIUrl":"https://doi.org/10.1109/SAMI.2014.6822387","url":null,"abstract":"Aim of this paper is to discuss possible method, applicable to diagnostics of complex thermodynamic systems, in our case, the small turbojet engine. Our motivation is based on the fact that, the development of utility properties of aviation technologies, its improvement i.e. accessibility to users cannot be done without detailed observation and tests. In aircraft engine design, 40% of the problems are solved by testing. Therefore the financial cost of the product testing significantly affects the economy of the design development, e.g. production of an aircraft engine. The economy problem of a product placement on the market deepens, if the time and energy consumption is considered. For this reason, reducing the price and time, which significantly affects the output application effect, is a task solvable only by rationalization and organization of testing procedures. When accepting these conditions, one of the possible methods of control of a small turbo jet engine is the utilization of thermography. In order to utilize the thermography to diagnose the engine, multiple processing steps are necessary. These steps include thermal image inference correction, image preprocessing, segmentation and correlation analysis. We discuss these steps further in the paper, with main aim on the image inference correction.","PeriodicalId":441172,"journal":{"name":"2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127232059","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

Increasing efficiency of the sequential algorithms programs execution using CUDA 使用CUDA提高顺序算法程序的执行效率

2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2014-05-29 DOI: 10.1109/SAMI.2014.6822422

L. Vokorokos, Miroslav Hartinger, N. Ádám, E. Chovancová, J. Radusovsky

引用次数: 2

Mapping kinematic interactions between objects for robot motion planning 机器人运动规划中物体间运动相互作用的映射

2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2014-05-29 DOI: 10.1109/SAMI.2014.6822412

M. Pomarlan

{"title":"Mapping kinematic interactions between objects for robot motion planning","authors":"M. Pomarlan","doi":"10.1109/SAMI.2014.6822412","DOIUrl":"https://doi.org/10.1109/SAMI.2014.6822412","url":null,"abstract":"Knowledge about the possible interactions between objects is needed by a robot if it is to plan tasks employing those objects. In this paper, we focus on methods to represent the ways in which the degrees of freedom of a rigid body interlocked with another change as the relative pose of the two objects changes, in such a way so as to allow efficient planning queries about the objects. Narrow passages and occlusions make this a difficult problem for usual approaches in robotics involving sample based planners and 3D shape reconstruction. Instead, we propose a data structure (called a DoF map) that can be constructed from tactile information alone, and which, once constructed for a pair of rigid bodies, enables fast planning queries for that particular pair. The data structure is also sufficiently abstract and allows reuse even for objects with different geometry, as long as the new pair of objects is such that, if its DoF map were constructed, it would be isomorphic to the DoF map of the original pair. The DoF map then provides a possible criterion for object pair classification that is more general than exact geometric shape but more informative than simple topology. We describe a method to construct DoF maps, as well as a method to reuse a known one. We test these ideas in simulation.","PeriodicalId":441172,"journal":{"name":"2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"118 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116204963","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

Non-deceiving features in fused optical flow gyroscopes 熔光流陀螺仪的非欺骗特性

2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2014-05-29 DOI: 10.1109/SAMI.2014.6822377

László Kundra, P. Ekler

引用次数: 4

RDF vs. NoSQL databases for the semantic web applications 语义web应用的RDF与NoSQL数据库

2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2014-05-29 DOI: 10.1109/SAMI.2014.6822440

P. Bednar, M. Sarnovský, Viktor Demko

引用次数: 10

Distributed boosting algorithm for classification of text documents 文本文档分类的分布式增强算法

2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2014-05-29 DOI: 10.1109/SAMI.2014.6822410

M. Sarnovský, Michal Vronc

引用次数: 10

Modification free extension of standard software 修改和扩展标准软件

2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 2014-05-29 DOI: 10.1109/SAMI.2014.6822403

A. Selmeci, T. Orosz

引用次数: 2