{"title":"An introduction to the Neural DF architecture","authors":"L. Vokorokos, N. Ádám","doi":"10.1109/SAMI.2011.5738906","DOIUrl":"https://doi.org/10.1109/SAMI.2011.5738906","url":null,"abstract":"Nowadays, artificial neural network models have been largely simulated on conventional computers, proving their ability to solve a large range of complicated problems. The real potential of these neural models will only be available with the development of highly parallel architectures that are designed to optimize the intensive computational requirements of these neural models. However, there exists strong analogy between neural networks and data flow graphs (mainly control of computing in sense data-driven) data flow architectures represents suitable platform for implementation of neural networks. The proposed data flow architecture described in this paper is composed of a number of processing elements that each can be reconfigured to carry out computations of various neurons at run time.","PeriodicalId":202398,"journal":{"name":"2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"1 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":"129231540","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}
{"title":"An access system for buildings based on smart cards","authors":"M. Popa, H. Ciocarlie","doi":"10.1109/SAMI.2011.5738890","DOIUrl":"https://doi.org/10.1109/SAMI.2011.5738890","url":null,"abstract":"Access systems verify and validate accesses made by users to different resources according to some rules. Access systems can be implemented using IT infrastructure. A classical implementation refers to door access in large buildings. Such a system controls and validates the access in the rooms of a building (such as a company, an institution) according to some policies or access rights. This paper presents an access system for a building based on smart cards. Each door is commanded by an access point and all these are connected, through Internet, to a server which will take the decision. The access is requested through a smart card which memorizes the user's unique identity code.","PeriodicalId":202398,"journal":{"name":"2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"46 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":"123064598","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}
{"title":"Software engineering tasks instrumentation by category theory","authors":"Cs. Szabo, V. Slodicák","doi":"10.1109/SAMI.2011.5738874","DOIUrl":"https://doi.org/10.1109/SAMI.2011.5738874","url":null,"abstract":"This paper includes a contribution to explaining category theory using software engineering tasks and vice versa. First, basics of category theory are presented. A couple of examples follow including definitions of categories for web services and/or ones that use 2D/3D points as objects and computer graphics transformations as morphisms. Another category is shown for software testing area. The last example is illustrated by Java source code showing applicability of the approach in building real program systems. The paper ends by a conclusion including discussion about future work and research directions.","PeriodicalId":202398,"journal":{"name":"2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"19 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":"125110835","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}
{"title":"Towards automatic norm compliance in construction domain","authors":"Adrian Groza, Camelia Man","doi":"10.1109/SAMI.2011.5738853","DOIUrl":"https://doi.org/10.1109/SAMI.2011.5738853","url":null,"abstract":"This research presents the Ok — build expert system for automatic detection of norm compliance in the construction domain. In the first step, the plan of the building, exported by the CAD tools using the Industry Foundation Classes (IFC) standard, is converted as Jess facts. Then, the construction is checked against the active regulatory norms represented as Jess rules.","PeriodicalId":202398,"journal":{"name":"2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"21 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":"116219402","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}
G. Tirian, O. Proștean, I. Filip, C. Pinca-Bretotean
{"title":"Modeling and simulation of primary solidification process of steel","authors":"G. Tirian, O. Proștean, I. Filip, C. Pinca-Bretotean","doi":"10.1109/SAMI.2011.5738896","DOIUrl":"https://doi.org/10.1109/SAMI.2011.5738896","url":null,"abstract":"This paper provides a modeling of the phenomenon of solidification and cooling of continuously cast semi-finished, based on the finite difference method. Also, to validate the model and conducted a simulation with “Tirsim” program. In the process of continuous casting, the melting pot is passed, through the intermediary of the distributor, in the water-cooled crystallizer tank. In this way, a crust forms here which is solidified at the exterior, and one of the great problems is its cracking or even it's tearing, due to several factors. This phenomenon determines the stopping of the technologic process and significant economic losses.","PeriodicalId":202398,"journal":{"name":"2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"67 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":"116982874","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}
{"title":"An adaptive tuning model for cognitive info-communication channels","authors":"Á. Csapó, P. Baranyi","doi":"10.1109/SAMI.2011.5738881","DOIUrl":"https://doi.org/10.1109/SAMI.2011.5738881","url":null,"abstract":"Cognitive infocommunication channels are abstract channels which use sensory substitution to convey structured perceptual information via any number of sensory modalities. Our goal is to develop engineering systems for the remote teleoperation of robots using sensory substitution to convey feedback information in meaningful ways. Such applications could help reduce the cognitive load for the user on the one hand, and help alleviate the effect of control instabilities and hidden parameters on the other. In this paper, we present a tensor algebraic approach for the compact representation of complete sensory substitution channels. Using HOSVD, we transform our representations into canonical, granular forms. Through a combination of rank-reduction and error compensation techniques, we propose an adaptive tuning model that can be used for iterative parameter space exploration, thus enabling users to explore the generated sensory substituted signals in a more intuitive fashion.","PeriodicalId":202398,"journal":{"name":"2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"20 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":"129508741","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}
P. Bednar, F. Babič, F. Albert, Ján Paralič, J. Bartok
{"title":"Design and implementation of local data mining model for short-term fog prediction at the airport","authors":"P. Bednar, F. Babič, F. Albert, Ján Paralič, J. Bartok","doi":"10.1109/SAMI.2011.5738904","DOIUrl":"https://doi.org/10.1109/SAMI.2011.5738904","url":null,"abstract":"This paper presents a short-term prediction of fog occurrence based on suitable data mining methods. The whole process was implemented through CRISP-DM methodology that represents most commonly used approach for data mining. This methodology consists of six main phases, which we describe in this paper for our application: business understanding, data understanding, data preparation, modeling, evaluation and deployment that resulted into new and useful knowledge to be used in real practice. The main motivation behind our solution was to develop an effective data mining model based on local conditions at the airport for short-term fog prediction as crucial factor for air management. Our first results presented in this paper are promising.","PeriodicalId":202398,"journal":{"name":"2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"135 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":"130152765","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}
{"title":"Fuzzy rule base construction for Minnesota Code","authors":"N. Sram, M. Takács","doi":"10.1109/SAMI.2011.5738877","DOIUrl":"https://doi.org/10.1109/SAMI.2011.5738877","url":null,"abstract":"The Minnesota Code is the evaluation method of reference ECG signals. The experimental studies compare the effectiveness of the computer based Minnesota Code applications to human usage of the code system, and the results showed that computers are as effective in the evaluation of ECG signal with the Minnesota Code as humans are with visual analysis. In this paper the authors propose a fuzzy-based approach to bypass known imperfections and imprecision of the existing Minnesota Code rules. The first step for the possible comprehensive fuzzy implementation of the Minnesota Code is the structural building of the fuzzy decision system for one rule group of the Minnesota Code. For this code group an ECG signal has been tested, containing the necessary beat information. The same input signal has been tested with a standard crisp based and fuzzy based solution. The fuzzy environment provides more information for the medical expert or for the further levels of the whole hierarchically organized diagnostic structure.∗","PeriodicalId":202398,"journal":{"name":"2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"61 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":"122695032","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}
{"title":"A new configuration structure of induction and synchronous generators' stator windings","authors":"C. Koch-Ciobotaru, R. Boraci, N. Budisan, A. Robu","doi":"10.1109/SAMI.2011.5738898","DOIUrl":"https://doi.org/10.1109/SAMI.2011.5738898","url":null,"abstract":"The paper proposes an innovative single-phase synchronous generator — a particular case of new generators' stator windings configurations. Electric structures of these configurations are considered, in the case of constant or variable speed squirrel cage and permanent magnet rotor of the three phase machines with single-phase output. The paper is focused on the study of the two stator windings permanent magnet synchronous three phase generators with a single-phase output configuration. A simulation schema is presented, as well as some simulation results. The phasor diagram is obtained on the base of the simulation results, from which the generator steady-state phasor model is achieved, that permits to study any steady-state operation regime.","PeriodicalId":202398,"journal":{"name":"2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"214 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":"124217713","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}
{"title":"Bayes classifier and loss functions","authors":"E. Ocelíková, D. Klimesová","doi":"10.1109/SAMI.2011.5738907","DOIUrl":"https://doi.org/10.1109/SAMI.2011.5738907","url":null,"abstract":"This paper deals with the classification of objects into the limited number of classes. The objects are characterized by n-features. The paper focuses on the Bayes classifier based on the probability principle with the fixed number of the features during the classification process. The Bayes classifier which uses criterion of the minimum error was applied on the set of the multispectral data. They represent real images of the Earth surface obtained from remote Earth sensing. The paper describes experience and results obtained during the classification of extensive set of these multispectral data with the Bayes classifier using the symmetric and diagonal loss function.","PeriodicalId":202398,"journal":{"name":"2011 IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"42 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":"114288740","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}