S. Ostrogonac, D. Mišković, M. Secujski, D. Pekar, V. Delić
{"title":"A language model for highly inflective non-agglutinative languages","authors":"S. Ostrogonac, D. Mišković, M. Secujski, D. Pekar, V. Delić","doi":"10.1109/SISY.2012.6339510","DOIUrl":"https://doi.org/10.1109/SISY.2012.6339510","url":null,"abstract":"This paper proposes a method of creating language models for highly inflective non-agglutinative languages. Three types of language models were considered - a common n-gram model, an n-gram model of lemmas and a class n-gram model. The last two types were specially designed for the Serbian language reflecting its unique grammar structure. All the language models were trained on a carefully collected data set incorporating several literary styles and a great variety of domain-specific textual documents in Serbian. Language models of the three types were created for different sets of textual corpora and evaluated by perplexity values they have given on the test data. A log-linear combination of the common, lemma-based and class n-gram models that was also created shows promising results in overcoming the data sparsity problem. However, the evaluation of this combined model in the context of a large vocabulary continuous speech recognition system (LVCSR) is yet to be done in order to establish the improvement in terms of word error rate (WER).","PeriodicalId":207630,"journal":{"name":"2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123361432","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":"Comparative analysis of two configurations of aerial robot","authors":"M. Filipovic, L. Kevac, B. Reljin","doi":"10.1109/SISY.2012.6339516","DOIUrl":"https://doi.org/10.1109/SISY.2012.6339516","url":null,"abstract":"The aim of the research in this paper is to define the aerial robot (Cable-suspended Parallel Robot-CPR). CPR is hanged on four points and it is able to follow and record a moving object with high precision wherever the object moves in its workspace. Each contribution is a step closer to the achievement of highly automated systems which would precisely lead camera in the area with as less involvement of human interference as possible. Two new CPR structures are proposed. The mathematical model (kinematic and dynamic) is defined for both versions of the solution. It is assumed that all the parameters of systems are the same and therefore the comparison of these systems will be easier. It is evident that the choice of construction of CPR significantly affects the response of this system.","PeriodicalId":207630,"journal":{"name":"2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129423892","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 OWL representation of the MLO model","authors":"M. Segedinac, Z. Konjovic, D. Surla, G. Savić","doi":"10.1109/SISY.2012.6339566","DOIUrl":"https://doi.org/10.1109/SISY.2012.6339566","url":null,"abstract":"Learning opportunities play an important role in the vision of curriculum favored by the Bologna Process. This paper proposes an ontology intended for representing learning opportunities. The ontology is designed in accordance with European standardized models addressing metadata sufficient for representing learning opportunities. Since the models are proposed as Dublin Core application profiles, the ontology has been implemented following a set of guidelines for expressing Dublin Core application profiles using OWL. Proposed ontology facilitates the introduction of Semantic Web technologies in the field of curriculum management, and will bi a start-point for the implementation of a Semantic Web application aimed at curriculum management.","PeriodicalId":207630,"journal":{"name":"2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129205348","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":"Change management and workflow processing using Dynamics AX objects","authors":"I. Orosz, T. Orosz","doi":"10.1109/SISY.2012.6339523","DOIUrl":"https://doi.org/10.1109/SISY.2012.6339523","url":null,"abstract":"M Microsoft Dynamics AX continuously extends functional and technical approaches. Former Axapta and Navision applications are being replaced with the modern and smart AX and NAV solutions, like the other Dynamics modules and components. A brand new MS Dynamics implementation follows standard methodologies of Sure Step. However, companies, where one can find former Microsoft ERP systems, like Axapta or Navision, face to several change management issues and problems. One can figure out that business requirements for Software change management depend on specific business functions, industry, technologies and so on.","PeriodicalId":207630,"journal":{"name":"2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130031911","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":"The role of fuzzy sets in improving maximal covering location problem (MCLP)","authors":"A. Takaci, M. Marić, Darko Drakulic","doi":"10.1109/SISY.2012.6339496","DOIUrl":"https://doi.org/10.1109/SISY.2012.6339496","url":null,"abstract":"In this paper an extension of fuzzy maximal covering location time problem (FMCLP) is presented. The travel times are considered to be linear, trapezoidal or Gaussian fuzzy numbers and the radius is considered to be a fuzzy set of a right shoulder type. For obtaining the distance a fuzzy ordering relation was used to compare distances to the radius. In order to solve the FMCLP problem we used discrete particle swarm optimization (DPSO) algorithm. Theoretical results show that the proposed DPSO algorithm is very competitive for FMCLP problem.","PeriodicalId":207630,"journal":{"name":"2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121286469","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":"Modeling and Fuzzy control of a four-wheeled mobile robot","authors":"I. Kecskés, Z. Balogh, P. Odry","doi":"10.1109/SISY.2012.6339515","DOIUrl":"https://doi.org/10.1109/SISY.2012.6339515","url":null,"abstract":"While studying the movement of driven robots a four-wheeled car is one of the most commonly used and preferred models. In the modeling process it can be assumed that the motion occurs in a two-dimensional space and the object can be driven forward or backward. In the foreseen task, the robot must reach a target point by some predefined specific control requirements. The simplified kinematic bicycle model of a four-wheeled robot car, mentioned in [1] has been upgraded for the purposes of this research. It has been observed that the simplified model was not sufficiently adequate and accurate. Reference [1], besides the previous simplified model, also contains a P route controller. A new Fuzzy route control has been applied, because it was more customizable compared to the simple PID control. This article describes a comparison of the results between P and Fuzzy controllers. Based on the results obtained it has been concluded that it would be worthwhile to further develop this model and control system.","PeriodicalId":207630,"journal":{"name":"2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126722673","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":"Improved DV-Hop localization algorithm for wireless sensor networks","authors":"Stefan Tomic, I. Mezei","doi":"10.1109/SISY.2012.6339551","DOIUrl":"https://doi.org/10.1109/SISY.2012.6339551","url":null,"abstract":"Wireless sensor networks (WSN) are usually composed of a great number of randomly deployed nodes that communicate among themselves and gather information about the environment. In many applications, it is required to know geographical location of the sensor which detected an event. The existing localization algorithms can be classified into two categories: range-based and range-free. Range-based algorithms measure the actual distances between nodes, while range-free algorithms approximate the distance based on connectivity information. Range-free localization is cost-effective alternative to a more expensive range based approaches since there is no necessity for additional hardware. However, these techniques usually have higher localization error compared to the range-based algorithms. DV-Hop is one of the range-free localization algorithms utilizing hop-distance estimation. In this paper, we propose an improvement of the range-free DV-Hop localization algorithm and present simulations results to evaluate it.","PeriodicalId":207630,"journal":{"name":"2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128337131","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":"On measures based on the interval-valued pseudo-integrals of real functions and absolute continuity","authors":"S. Medić, I. Štajner-Papuga, T. Grbić, G. Grujic","doi":"10.1109/SISY.2012.6339497","DOIUrl":"https://doi.org/10.1109/SISY.2012.6339497","url":null,"abstract":"One of the important mathematical tools that play a central role in many practical areas, such as mathematical economics, are real-valued functions and integration of real-valued functions with respect to interval-valued measure. The focus of this paper is on measures based on the pseudo-integration of real-valued function with respect to interval-valued measure. The absolute continuity of the first type and of the sixth type for the observed measure are investigated.","PeriodicalId":207630,"journal":{"name":"2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125855640","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":"Increasing efficiency of reading from screen","authors":"R. Pinter, S. M. Cisar, D. Radosav","doi":"10.1109/SISY.2012.6339567","DOIUrl":"https://doi.org/10.1109/SISY.2012.6339567","url":null,"abstract":"In order to improve the learning process, an Adaptive Educational Hypermedia has to provide a personalized version of the learning material, as well as individual learning settings and environment. This work presents the efforts to find those factors which could mean some environment personalization in a learning process where those kinds of e-curricula are used, which are assembled mostly from pure text, without multimedia elements. The purpose of this work is also to define the factors for creating and providing a learning environment tailored to the learner's specific needs connected with their learning styles, and which could improve reading from the screen.","PeriodicalId":207630,"journal":{"name":"2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics","volume":"179 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114311539","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 low power 3.1–7.5 GHz tunable pulse generator for impulse radio UWB","authors":"J. Radic, A. Djugova, L. Nagy, M. Videnovic-Misic","doi":"10.1109/SISY.2012.6339557","DOIUrl":"https://doi.org/10.1109/SISY.2012.6339557","url":null,"abstract":"A novel energy-efficient tunable impulse radio ultra wide band (IR-UWB) pulse generator (PG) for the high data rate 3.1-7.5 GHz band applications is proposed. Glitch generator, switched ring oscillator, buffer and pulse shaping filter are the key components. The circuit is scalable both in bandwidth and center frequency. The glitch generator combines falling edge of the input signal and its delayed inverse, allowing the impulse duration to be tuned over a wide range (250-660 ps) by varying the delay between the edges. The generated impulse duration approximately defines the PG's signal width and thus its spectrum bandwidth. The ring oscillator frequency, which determines the spectrum center frequency, is controlled by the gate control voltage of the PMOS transistor used as an inverter feedback in the ring oscillator. Post-layout simulations show the pulse amplitude of 261 mV and the pulse duration around 700 ps. The total power consumption is only 697 μW with a supply voltage of 1.8 V. The PG is designed in UMC 0.18μm CMOS technology with the total chip area of 602×587 μm2.","PeriodicalId":207630,"journal":{"name":"2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131248147","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}