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Proceeding of the Fourth International Conference “Modelling and Development of Intelligent Systems” October 28 - November 1, 2015, Sibiu, ROMANIA

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Proceeding of the Fourth International Conference “Modelling and Development of Intelligent Systems” October 28 - November 1, 2015, Sibiu, ROMANIA Editor DANA SIMIAN MMOODDEELLLLIINNGG AANNDD DDEEVVEELLOOPPMMEENNTT OOFF IINNTTEELLLLIIGGEENNTT SSYYSSTTEEMMSS Proceeding of the Fourth International Conference “Modelling and Development of Intelligent Systems” October 28 - November 1, 2015, Sibiu, ROMANIA “Lucian Blaga” University Press, Sibiu 2016 “Lucian Blaga” University Press, Sibiu, 2016 Editor Dana Simian All papers in this volume were peer review by two independent reviewers ISSN 2067-3965 Associate editor Laura Florentina Stoica Cover design Ralf Fabian Proceedings of the Fourth International Conference Modelling and Development of Intelligent Systems October 28 - November 1, 2015, Sibiu, ROMANIA Copyright @ 2016 All rights reserved to editors and authors Preface This volume contains refereed papers which were presented at the Fourth International Conference Modelling and Development of Intelligent Systems. The conference was held between October 28 - November 1, 2015, at the Faculty of Sciences, “Lucian Blaga” University of Sibiu, Romania. MDIS conference provides an opportunity for sharing ideas and establishing scientific cooperation in the field of intelligent systems. It aims to bring together scientists, researchers, students, interested and working in fields which can be connected with modeling and development of intelligent systems. Specific topics of the conference includes but are not restricted to: evolutionary algorithms, evolutionary computing, genetic algorithms and their applications, grid computing and clustering, data mining, ontology engineering, intelligent systems for decision support, knowledge based systems, pattern recognition and model checking, motion recognition, e-learning, hybrid computation for artificial vision, knowledge reasoning for artificial vision, geometric modelling and spatial reasoning, modelling and optimization of dynamic systems, large scale optimization techniques, adaptive systems, multiagent systems, swarm intelligence, metaheuristics and applications, machine learning, self learning algorithms, mathematical models for development of intelligent systems. The talks were delivered by universities’ members, researchers and students from 7 countries (Estonia, Republic of Moldova, Romania, Philippines, Serbia, United Arab Emirates and USA). During the conference a wide range of theoretical and practical problems related to the conference topics were discussed. The plenary speakers addressed some of the most actual issues in the conference interest field: - Prof. PhD. Dan Cristea - Discovering semantic links in texts. Corpora and projects - Prof. PhD. Milan Tuba - RFID Network Optimization Using Swarm Intelligence Algorithms We thank all the participants for their interesting talks and discussions. We also thank the members of the scientific committee for their help in reviewing the submitted papers and for their contributions to the scientific success of the conference and to the quality of this proceedings volume. May 2016 Dana Simian Conference chairman Scientific Committee Octavian Agratini - Babes-Bolyai University of Cluj Napoca, Romania Kiril Alexiev - Bulgarian Academy of Sciences, Bulgaria Alina Barbulescu - Higher College of Technology, Sharjah, UAE Charul Bhatnagar - Institute of Engineering and Technology, GLA University - India Florian Boian - Babes-Bolyai University of Cluj Napoca, Romania Virgil Chicernea - Romanian-German University of Bucuresti Catalina Lucia Cocianu - Bucharest University of Economic Studies, Romania Domenico Consoli - Urbino University, Italy Dan Cristea - "Alexandru Ioan Cuza" University of Iasi, Romania Gabriela Czibula - Babes-Bolyai University of Cluj Napoca, Romania Daniela Danciulescu - University of Craiova, Romania Oleksandr Dorokhov - Kharkiv National University of Economics, Ukraine Dan Dumitrescu - Babes-Bolyai University of Cluj Napoca, Romania Denis Enachescu - University of Bucharest, Romania Ralf Fabian - „Lucian Blaga” University of Sibiu, Romania Vasile Georgescu - University of Craiova, Romania Dejan Gjorgjevikj -"Ss. Cyril and Methodius" University, Republic of Macedonia Heiner Gonska - Duissburg – Essen University, Germany Gheorghe Grigoras - "Al. I. Cuza" University, Iasi, Romania Masafumi Hagiwara - Keio University, Japan Paul Corneliu Iacob - "Transilvania" University, Brasov, Romania Ion Iancu - University of Craiova, Romania Florentin Ipate - Bucharest University of Economic Studies, Romania Julian Ławrynowicz - University of Lodz, Polish Academy of Sciences, Poland Suzana Loskovska - "Ss. Cyril and Methodius" University in Skopje, Republic of Macedonia Daniela Marinescu - Transilvania University of Brasov, Romania Nikos Mastorakis - University of Salerno, Italy Ioana Moisil - "Lucian Blaga" University of Sibiu, Romania Viorel Negru - West University of Timisoara, Romania Cornelia Novac - "Dunarea de Jos" University, Galati, Romania Luis Miguel Parreira e Correia - University of Lisbon, Portugal Anca Ralescu - University of Cincinnati, United States of America Teodor Rus - University of Iowa, USA Klaus Bruno Schebesch - "Vasile Goldis" University, Arad, Romania Dana Simian - "Lucian Blaga" University of Sibiu, Romania Florin Stoica - „Lucian Blaga” University of Sibiu, Romania Arpad Takaci - University of Novi Sad, Serbia Milan Tuba - Megatrend University of Belgrade, Serbia Cornelia Tudorie - "Dunarea de Jos" University, Galati, Romania Dan Eugen Ulmet - University of Applied Sciences Esslingen, Germania Anca Vasilescu, Transilvania University, Braşov, Romania Lubin Vulkov - University "Angel Kunchev" of Rousse, Bulgaria Table of Contents Plenary Lecturer I - Discovering semantic links in texts. Corpora and projects Dan Cristea ............................................................................................................. 9 Plenary Lecturer II - RFID Network Optimization Using Swarm Intelligence Algorithms Milan Tuba ……......……......……......……......……......…….......……............…. 10 Agent-Based Computational Models Implemented in 3D Space Florentin Bota, Dan Dumitrescu ………..........…................................................... 13 Optimization of Control Systems By PENDULAR Concept Cătălin Nicolae Calistru ……………………………………..…..………....…….. 20 Using the Fourier Transform and the Power Spectral Density functions for Pattern Recognition in Dynamic Light Scattering Time Series Dan Chicea, Silviu Rei …………………………………………..……..………… 33 Imperialist Competitive Algorithm with Variable Parameters to Determine the Global Minimum of Functions with Several Arguments Stelian Ciurea …………………………………………….……………....…..…... 40 Data structuring for the ontological modelling of wind energy systems Adrian Groza …………………………………………………………...…..…..… 51 Power Monitoring Scheme of a Net Metering Miniature System Jeffrel Hermias, Rashid Jull De Luna, Anthony Joseph Lavilla, Marven Jabian, Noel Estoperez ………….…………………………………………………….….. 59 Top - Down clustering used in analysis of the Romanian Teachers’ Training Needs on Information and Communications Technology …………….............….. 69 Daniel Hunyadi, Daniel Mara Evaluation of the computational complexity of some hash functions Olga Korol, Mykhailo Dorokhov …………………………………...……………. 78 A continuous reformulation of the quadratic unconstrained binary optimization problem Vasile Moraru, Sergiu Zaporojan …………………….……………….………..… 86 Contributions to the diagnosis of kinematic chain components operation by analyzing the electric current and temperature of the driving engine Paunescu Ionel, Paunescu Paul Liviu, Velicu Stefan …………………..………… 92 7 Developing Internet of Thinks- based environment smart sensing network using model view controller Mircea Risteiu, Ioan Ileana, Constantin Hutanu, Gheorghe Marc …..…………… 100 Ownership tracking with dynamic identification of watermark patterns Dana Simian, Ralf Fabian ………………………………………………...……… 113 Interactive virtual world for games Dana Simian, Petrică Bota, Robert Sandică …………………..….……...……..… 124 Generating a CTL model checker using an attribute grammar Laura Florentina Stoica, Florin Stoica, Florian Mircea Boian …………................ 130 List of authors …………………….………..…………...…………………...….… 145 8 Plenary Lecturer I Discovering semantic links in texts. Corpora and projects Dan Cristea „Alexandru Ioan Cuza” University of Iași Faculty of Computer Science Iași, ROMANIA E-mail: [email protected] Free texts are extremely rich in semantic relations, which we, human beings, are at ease to decipher while reading. If this would not be the case, important messages contained there would be obscure and texts would be incomprehensible. In order to make the machine reach a human-like level of performance, properly annotated corpora should be built. In the first part of my talk I will present an experiment developed with our students in Computational Linguistics to acquire a corpus of entities and semantic relations, the QuoVadis project. In the second part of the talk, I will bring forward another human capacity, which we would like to reproduce on machine, the ability to make connections between mentions of notorious entities in books and their virtual realizations. The MappingBooks project, which I will shortly describe, realizes a technology that transforms the classical book onto a multi-dimensional mash-up which combine textual, geographical and web-found data with personal information related to the reader. Brief Biography of the Speaker: Dan Cristea is a professor at the „Alexandru Ioan Cuza” University of Iași (UAIC), Faculty of Computer Science (FII), the director of the Research Department in FII. He also
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