June, 3 5, 2010, KUSADASI, AYDIN, TURKEY SYMPOSIUM PROGRAM. Gediz University Publications

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4 June, 3 5, 2010, KUSADASI, AYDIN, TURKEY SYMPOSIUM PROGRAM Gediz University Publications

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6 PREFACE The Engineering and Architecture faculty of Gediz University has embarked upon the organizing of an ambitious international symposium to introduce the University and its Engineering Faculty to the international academic computing and engineering community. The symposium titled 1st international symposium on computing in science & engineering has the aim of bringing together a number of distinguished academics, researchers and interested individuals to debate and discuss topics of mutual academic interest and to disseminate their findings and deliberations to a much wider academic audience. The organization committee have observed the three-day symposium developing from an initial fairly low key project to one in which over 291 academic and research papers will be presented and discussed during the two days of seminar sessions. There will be a total of 88 different academic sessions held under the following headings: Control Systems, Computer Simulations, Automatic Control, Image Processing, Mathematical Computations and Applications, Fuzzy Logic Genetic Algorithms, Information Systems, Expert Systems, Data Mining, DNA Computing, Digital System and Logic Design, Mobile Computing, Neural Networks, Parallel Computing, Quantum Computation, Soft Computing and Intelligent Data Analysis, Stochastic Processes, Systems Modeling and Simulation, Telecommunication and Network Analysis, Robotics and Automation. More than 400 academic delegates from 106 universities in Albania, Algeria, Azerbaijan, Bangladesh, Bosnia Herzegovina, Canada, Cyprus, France, Iran, Iraq, Ireland, Kyrgyzstan, Malaysia, Pakistan, Saudi- Arabia, Syria, United States and Turkey will attend the symposium. The program for the symposium will begin on the 2 nd of June with a number of academic workshops under the general guidance of Prof. Dr. Pinter of Özyeğin University. The following distinguished Professors Tuncer Oren, Vesa A. Niskanen, Orhan Guvenen, Mehmet Pakdemirli, Burhan Turksen and Dursun Delen will attend as keynote speakers on the first and second days of symposium workshops and presentation seminars. Clearly the organization of such an international symposium takes much time and effort from many different people. In accordance with a time-honored tradition, we should like to take this opportunity to thank the following organizations and individuals for their generosity to help us make the symposium memorable and successful: We appreciate the financial aid and support given by the following companies and organizations: Tubitak, Central Bank, Telecommunication Authority of Türkiye, Türksat, Kavuklar Group, Mega Telekom, Derici Group, Orkide Group, and Özkul Carpeting. We appreciate the strenuous efforts of our Rector, Prof. Dr. Seyfullah Çevik and of our faculty members Prof. Dr. Mustafa Akdağ, Assoc. Dr. Fuat Okumuş, Asst. Prof. Dr. Aziz Kolkıran, Asst. Dr. Şahin Uyaver, Asst. Prof. Mehmet Aksaraylı, Asst. Prof. Dr. İbrahim Gürler, Asst. Prof. Dr.Ozan Çakır, Dr.F.Alexander Magill and our Research Assistants Mumin Özcan, Ayşegül Güngör, Eyüp Burak Ceyhan, Mehtap Özdemir Köklü. The Engineering Faculty Secretaries Sıtkı Tayhani, Nilufer Kocakurt. Head of Computer Center Yıldırım Celik and the university general secretary Adnan Yeşildal. We also appreciate the meaningful support of graduate undergraduate students from our faculty and other universities. A number of distinguished external scholars have given us invaluable help, these include, Prof. Dr. Orhan Güvenen, Prof. Dr. Tuncer Ören, Prof. Dr. Burhan Turkşen, Prof. Dr. Niskanen, Prof. Dr. Pakdemirli, Prof. Dr. Delen, Prof. Dr. Pinter and the member of scientific committee of symposium. We are extending our sincere thanks to all individuals. It is our genuine hope that the work put forward by this symposium; will serve science, scientist, researches and young academic around the world. Within this perspective, I would like to salute all the partipicipants with the warmest of welcomes and submit our sincere gratitude and appreciation. Thank you very much Prof. Dr. Mustafa Guneş 1

7 HONARY CHAIR Prof. Dr. Seyfullah CEVIK Gediz University, Rector SYMPOSIUM CHAIR Prof. Dr. Mustafa GUNES Gediz University, Dean of Faculty of Engineering and Architecture SYMPOSIUM ORGANIZING COMMITTEE Prof. Dr.Seyfullah CEVIK Gediz University (TR) Prof. Dr. Mustafa GUNES Gediz University (TR) Prof. Dr. Mustafa AKDAG Gediz University (TR) Prof. Dr. Lotfi Askar ZADEH California University (USA) Asst. Prof. Dr. Şahin UYAVER Gediz University (TR) Asst. Prof. Dr. Aziz KOLKIRAN Gediz University (TR) Prof. Dr. Mehmet SEZER Mugla University (TR) Prof. Dr. Mehmet Cudi OKUR Yasar University (TR) Prof. Dr. Ali CALISKAN Ege University (TR) Prof. Dr. Ismail Burhan TURKSEN Ankara TOBB University (TR) Prof. Dr. Vesa A.NISKANEN Helsinki University (FI) Prof. Dr. Mayer ALVO Ottowa University (CA) Prof. Dr. Serdar KORUKOGLU Ege University (TR) Prof. Dr. Vedat PAZARLIOGLU Dokuz Eylul University (TR) Prof. Dr. Mehmet PAKDEMIRLI Celal Bayar University (TR) Prof. Dr. Serkan ERYILMAZ Izmir University of Economics (TR) Assc. Prof. Dr. Fuat OKUMUS Gediz University (TR) Assc. Prof. Dr. Mustafa TOPARLI Dokuz Eylul University (TR) Assc. Prof. Dr. Kadir ERTAS Dokuz Eylul University (TR) Asst. Prof. Dr. F. Mumtaz DURAN Gediz University (TR) Asst. Prof. Dr. Mehmet AKSARAYLI Dokuz Eylul University (TR) Asst. Prof. Dr. İbrahim GURLER Gediz University (TR) Asst. Prof. Dr. Ozan ÇAKIR Gediz University (TR) Ress. Asst. Aysegul GUNGOR Gediz University (TR) Ress. Asst. Mumin OZCAN Gediz University (TR) Ress. Asst. Eyüp Burak CEYHAN Gediz University (TR) Ress. Asst. Mehtap ÖZDEMİR KÖKLÜ Gediz University (TR) Ress. Asst. Asil OZTEKIN Oklahoma State University (US) SPONSORS AND SUPPORTERS Information and Communication Technologies Authorithy of Türkiye (BTK) Scientific and Technological Research Council of Türkiye (TÜBİTAK) TÜRKSAT Research Association for Scientific Expert Systems with Applications (Elsevier) Özkul Halı Mega Uluslararası Telekomünikasyon Hizm. Kavuklar Group Orkide Group Ege Plastik Potek Emarket Turkey Derici Group 2

8 SCIENTIFIC COMMITTEE Prof. Dr. Serdar KURT Prof. Dr. Orhan GUVENEN Prof. Dr. Sami AKSOY Prof. Dr. Cetin Kaya KOC Prof. Dr. Daniel LANE Prof. Dr. Tuncer OREN Prof. Dr.Resat KASAP Prof. Dr. Ali ÇALIŞKAN Prof. Dr. Mustafa AYTAC Prof. Dr. Nihat BOZDAG Prof. Dr. Ahmet GOKCEN Prof. Dr. Etienne E. KERRE Prof. Dr. Saban EREN Prof. Dr. Halil KOSE Prof. Dr. Osman BALCI Prof. Dr. Irfan ALAN Prof. Dr. Mehmet Cudi OKUR Prof. Dr. Ahmet OZTURK Prof. Dr. Mustafa SEVUKTEKIN Prof. Dr. J.N.K.RAO Prof. Dr Serkan ERYILMAZ Prof. Dr. Said Ali HASAN Prof. Dr. Girish. S. AGARWAL Prof. Dr. Ibrahim A. AHMAD Prof. Dr. Bekir KARLIK Prof. Dr. Selim ZAIM Prof. Dr. Harun TASKIN Prof. Dr. Efendi NASIBOGLU Prof. Dr. Senay UCDOGRUK Prof. Dr. Levent SENYAY Prof. Dr. Gulhan ASLIM Prof. Dr. Masoud NIKRAVESH Prof. Dr. Cemali DINCER Prof. Dr. Ismihan BAYRAMOGLU Prof. Dr. Jorg FLIEGE Prof. Dr. Mike NACHTEGAEL Prof. Dr.Mehmet CANDEMIR Assc. Prof. Dr. Muhammed CINSDIKICI Assc. Prof. Dr. Nurullah UMARUSMAN Assc. Prof. Dr. Osman I. TAYLAN Assc. Prof. Dr. Ibrahim DARRAB Assc. Prof. Dr. Dursun DELEN Asst. Prof. Dr. Zhenyu (James) KONG Assc. Prof. Dr. Ozgur MUSTECAPLIOGLU Assc. Prof. Dr. Kicheon KANG Assc. Prof. Dr. Tae-Gon NOH Assc. Prof. Dr. Musa ALCI Dokuz Eylul University (TR) Bilkent University (TR) Dokuz Eylul University (TR) California University (USA) Ottawa University (CA) Ottawa University (CA) Gazi University (TR) Ege University (TR) Uludag University (TR) Gazi University (TR) Istanbul University (TR) Ghent University (BE) Yasar University (TR) Dokuz Eylul University (TR) Virginia University (USA) Ege University (TR) Yasar University (TR) Uludag University (TR) Uludag University (TR) Carleton University (CA) Izmir University of Economics (TR) King Abd. University (KSA) Oklahoma State University (US) Oklahoma State University (US) Mevlana University (TR) Fatih University (TR) Sakarya University (TR) Dokuz Eylul University Dokuz Eylul University (TR) Dokuz Eylul University (TR) Ege University (TR) California University (USA) Izmir University of Economics (TR) Izmir University of Economics (TR) The University of Southampton (UK) Ghent University (BE) Gediz University (TR) Ege University (TR) Aksaray University (TR) King Abd. University (KSA) King Abd. University (KSA) Oklahoma State University (US) Oklahoma State University (US) Koc University (TR) Chonnam National University (SK) Electronics & Telecom. Res. Ins. (SK) Ege University (TR) 3

9 INDEX OF AUTHORS AND CHAIRS A Abbassi, 10 Acılar, 16 Afrang, 16 Ahmad, 33 Ahmadizadeh, 16 Akdağ, 15, 25, 37 Akın, 11, 21, 33, 47, 50, 55 Akiner, 53 Akkus, 11 Aksaraylı, 10, 28 Aksebzeci, 27 Aksu, 54 Aktel, 50 Aladağ, 45, 49 Alan, 34, 38, 50 Alaybeyoğlu, 41 Alioon, 28 Alkan, 20, 43 Almanasra, 16 AlQysi, 48 Altınöz, 33 Altıntaşı, 30 Altun, 29, 53 Altuntas, 37 Ameri, 24, 28 Aminiazar, 45 Aminifar, 16 Amirkhanzadeh, 49 Arabi, 16 Arefi, 21, 22, 47 Asadian, 36 Asilkan, 34, 37, 55 Aslan, 36, 42 Aslım, 33 Ata, 46 Atici, 16 Atmaca, 12, 29 Aybak, 37 Aydoğan, 27, 55 Aykutlu, 20 B Baei, 47 Bağdatlı, 37 Bakirli, 49 Balcılar, 23, 35 Baykan, 23, 55 Bayrak, 43 Bayraktar, 50 Bekhradnia, 47 Berber, 34 Bilgin, 43, 45 Borandağ, 11, 17 Bozdoğan, 25 Bucak, 41, 55 INDEX OF AUTHORS AND CHAIRS C Camoğlu, 34 Candemir, 46 Ceyhan, 13, 21, 39, 47 Cihan, 43 Cinsdikici, 15, 23 Cobuloğlu, 33 Ç Çakır, 20, 36, 41, 53 Çalışkan, 28, 33 Çavuşoğlu, 35 Çayıroğlu, 50 Çelik, 11, 21 Çetinbaş, 17 Çetiner, 35, 41, 49, 53 Çevik, 9, 41, 51, 54 Çınar, 15 Çiçek, 50 Çulha, 25 D Dal, 11 Daneshwar, 54 Davoodi, 28 Değer, 37 Delen, 23, 28, 31, 53 Demetgul, 51 Demir, 35, 38 Demircan, 53 Deveci, 27 Dizdaroğlu, 19 Dolatshahi, 38, 39, 49 Duran, 15, 54 Durduran, 12 E Ebrahimi, 42 Edis, 11, 30 Ege, 46 Emanet, 12 Eminağaoğlu, 17 Erciyes, 14 Erdem, 16, 23, 24, 38 Eren, 9, 20, 27 Erilli, 19, 24 Erkarslan, 20, 25 Ertaş, 20, 29 Esen, 35 F Farmani, 50 G Ghasemzadegan, 24 Ghaziani, 46 Gök, 37 Gökalan, 36 Göktaş, 33 Görgünoğlu, 47 Güçlü, 54 Güler, 50 Gülsoy, 48 Gümüş, 53 Gün, 36, 46 Günel, 42 Güneş, 9, 55 Gürbulak,, 13 Gürbüz, 19, 53, 55 Gürler, 47, 54 Gürsoy, 45 Güvenen, 10, 14, 23 H Harmas, 49 Hassam, 38 Hassan, 11 Haydim, 53 HourAli, 13, 21 Hussain, 15 I Isıklı, 30 K Kabak, 54 Kahraman, 10, 12 Kahramanlı, 51, 53 Kaleci, 45 Kanca, 28, 43 Kaner, 22 Kantar, 51 Karadeniz, 49 Karan, 51 Karasulu, 20, 25 Karlık, 36 Kaya, 41 Kentli, 36 Khatami, 21 Khodabandeh, 20, 54 Khodadadi, 36 Kılıçaslan, 49 Kiraz, 15 Kocabaş, 53 Kolkıran, 12, 16, 55 Koltuksuz, 17 Kordal, 15 Köklü, 12, 22, 38, 48 Köksal, 51 4

10 Köse, 33 Kumru, 10 Kuşak, 17 Kutlu, 28 L Lassoued, 47 Latreche, 39 M Manasra, 49 Manzak, 25 Mermer, 20 Meşecan, 50 Misirli, 34 Moutasem, 17 Muhammad, 10 Mumyakmaz, 28 N Nakeeb, 41 Nar, 22 Nasibov, 11, 20, 24 Nebioğlu, 54 Nejad, 46 Nikookar, 24, 29 Niskanen, 9, 11, 17 O Okumuş, 21, 25, 35, 37, 51 Omuralıev, 33 Onan, 35 Orak, 20 Oren, 9 Orhan, 41, 45 Oruç, 23, 39 Ö Ömeroğlu, 47 Ören, 10, 19 Örücü, 25 Öz, 15 Özcan, 43 Özer, 43 Özfirat, 45 Özkaya, 43, 49 Özşen, 46 Özyılmaz, 11, 19 P Pak, 49 Pakdemirli, 14, 31, 46 Pasinli, 42 Pekesen, 15 Pinter, 8, 56 Pirim, 24 Poshtan, 48 Pouyan, 11, 19, 30 Purutçuoğlu, 42, 46 R Rafatov, 36 Rezvani, 23, 47 Ruzgar, 41 S Sadraeian, 43 Sayman, 42 Seçgin, 41 Sevkli, 54 Shafa amry, 36, 45 Sharif, 11 Sharifa, 29 Shhab, 37 Sojoudizadeh, 27 Solmaz, 12, 16, 27, 28, 38, 42 Soujeri, 10 Soy, 15 Soyguder, 21 Subaşı, 46 Sulaiman, 34 Ş Şahin, 50 Şahinaslan, 45, 47 Şahiner, 39 Şahiner (, 29 Şeker, 23 Şen, 10, 23, 34, 50 T Tanrıverdi, 49 Tarhana, 27 Tas, 12 Taylan, 19 Titiz, 55 Tokatlı, 45 Topaç (, 42 Toparlı, 38, 51 Tunalı, 37 Tunga, 33 Turan, 16, 37 Türkan, 24 Türkşen, 10, 27, 31, 42 Türkyılmaz, 28 U Ucer, 17 Ulutagay, 10 Umarusman, 16, 19, 24 Usenov, 19 Uyanık, 33 Uyaver, 29, 41, 46, 54 Ü Üçdoğruk, 37, 46 Ünal, 21, 24, 38, 54 V Vahaplar, 23 Varol, 42 Vupa, 41 Y Yalpir, 36 Yarlıkas, 12 Yener, 10 Yeniyayla, 21 Yılmaz, 15, 23, 29 Yörür, 15 Yufka, 34 Yuluğkural, 19 Yücalar, 34 Yürüsoy, 24 Z Zade, 25 Zadeh, 12 Zahedi, 53 Zaim, 19 Zakaria, 34 Zarei, 10, 38, 42 Zerrouga, 34 Ziaii, 38 Zuhtuoğulları, 12, 20, 28, 34, 47 INDEX OF AUTHORS AND CHAIRS * Chairs are in bold case. ** Authors Index is according to surname of the first author of proceeding. 5

11 09:00-11:00 11:15-12:15 13:30-14:30 14:45-15:45 16:00-17:00 17:15-18:15 18:30-19:30 ATATÜRK LOUNGE OPENING TALKS INVITED SPEAKERS linear equation, Circuit analysis INVITED SPEAKERS ANN AGENT EXP.SYST. FUZZY LOTFİ A. ZADEH LOUNGE SYSTEM OPTIMIZATIO N FUZZY ANN COMPUTING GEDİZ LOUNGE SIMULATION TEL.NETWORK MAT.COMPT. INF.SYST. FUZZY WEDNESDAY ( ) 17:00-19:00 TUTORIAL SESSION 19:00 WELCOME CEREMONY THURSDAY ( ) EFES LOUNGE HARİZMİ LOUNGE MAT.COMPT. OPTIMIZATION CONT.SYS GRAPH THE. E-COMMRC DIGIT.SYST. FUZZY NEURO FUZZY STAT.ANALY. MAT.COMPT. İSTANBUL LOUNGE COMPUT. PROG. FUZZY IMAGE PRO. ALGORITHMS NEURO FUZZY SESSION TIMETABLE İZMİR LOUNGE ANADOLU LOUNGE POSTER LOCATION INF.SYST ALGORITHMS POSTER PRESENT. STAT.COMP. COMP.SECR. OPTIMIZATION CONT.SYS POSTER PRESENT. IMAGE PRO. MECHANICS DIGIT.SYST. OPT.DES. 6

12 09:00-10:00 10:15-11:15 11:30-12:30 14:00-15:00 15:15-16:15 16:30-17:30 17:45-18:45 19:00-20:00 ATATÜRK LOUNGE INVITED SPEAKERS FUZZY ANN TEL. NETWORK ALGORITHMS AHP OPTIMIZATION LOTFİ A. ZADEH LOUNGE MAT.COMPT. CONT.SYS STAT.COMP. FUZZY FUZZY NEURO FUZZY GEDİZ LOUNGE DEC.ANALY. FUZZY COMP.MOD. MAT.COMPT. SOFT.ENG. MULTI- AGENT FRIDAY ( ) EFES LOUNGE HARİZMİ LOUNGE DIGIT.SYST. SOFT.ENG. DATA MIN. MECHANICS MECHANICS FUZZY HEAT TRANS. STAT. ANALY. ANN GENETIC A. DEC. MAKING COMPUTING SATURDAY ( ) 08:30-10:30 TUTORIAL SESSION 11:00-17:00 EXCURSİON İSTANBUL LOUNGE İZMİR LOUNGE ANADOLU LOUNGE ROBOT. MECHANICS SIMULATION HUMAN CEN. PAT.RECOG. MECHANICS FORECAST. CRYPT. COMPUTING COMPUTING SYSTEM NET.SEC. COMPUTING PROCESS MECHANICS FUZZY E-LEARN. COMP. PHYS SESSION TIMETABLE POSTER LOCATION POSTER PRESENT. POSTER PRESENT. 7

13 SESSION TIMETABLE WEDNESDAY, JUNE TUTORIAL SESSION : Nonlinear Optimization Janos D. Pinter, PhD, DSc (Özyeğin University) 17: 00 19:00 1st International Symposium on Computing in Science & Engineering ISCSE 2010 offers a 2-hour tutorial on nonlinear optimization by Janos D. PINTER, PhD, DSc. Participants are encouraged and free to join the tutorial. Depending on the preference, the tutorial will be focused on the following topics: - Global (Nonlinear) Optimization in Practice: A Review of Software Implementations with Illustrative Applications - Global (Nonlinear) Optimization: Selected Engineering and Scientific Applications - Benchmarking Nonlinear Optimization Software in Integrated Computing Environment WELCOME CEREMONY The Welcome Ceremony will take place on 2 nd June 2010 at 19:00 in Pine Bay Hotel. 8

14 OPENING SESSION / LOUNGE 1: ATATÜRK LOUNGE 09:00 10:00 Mustafa Güneş Dean, Faculty of Engineering, Gediz University M. Esat Altungün Mayor of Kusadasi Mustafa Esen District Governor of Kusadasi Seyfullah Çevik Rector, Gediz University Hüseyin Avni Coş Governor of Aydin INVITED SPEAKERS SESSION / LOUNGE 1: ATATÜRK LOUNGE Chair: Şaban Eren 10:00 11:00 1st International Symposium on Computing in Science & Engineering Tuncer Oren (Ottawa University) Synergies of Simulation, Agents And Systems Engineering Vesa A. Niskanen (University of Helsinki) Aspects of Approximate Probability SESSION TIMETABLE THURSDAY, JUNE : COFFEE BREAK 9

15 SESSION TIMETABLE THURSDAY, JUNE SESSION 1 / FUZZY SESSION / LOUNGE 1: ATATÜRK LOUNGE Chair: Burhan Türkşen 11:15 12:15 1st International Symposium on Computing in Science & Engineering 533 A Fuzzy Inference System for Thyroid Disease Diagnosis Gözde Ulutagay (Izmir University) Efendi Nasibov (Dokuz Eylül University) 529 Using Fuzzy Logic in Evaluating the Visual Quality Performances of Subcontractors Mesut Kumru (Doğuş University) 512 Analyzing of Circuit Using Fuzzy Linear Equations E. Abbassi (Islamic Azad University) M.Daneshwar (Islamic Azad University) S.Aminifar (Islamic Azad University) Gh.Yosefi (Islamic Azad University) SESSION 2 / SYSTEM SESSION / LOUNGE 2: LOTFİ A. ZADEH LOUNGE Chair: Orhan Güvenen 11:15 12: Design of Robust Non-linear Fault Detection Observer Jafar Zarei (Iran University of Science and Technology) Javad Poshtan (Iran University of Science and Technology) 112 A real-time Verifification System Development Using Regional Climate Model Results Baha Şen (Karabuk University) Nesrin Aydın (Karabuk University) 318 An Artificial Neural Network Model For Determination Of Mixing Temperature İn Hot Mix Asphalts Engin Yener (Bayburt University) Sinan Hinislioğlu (Atatürk University) SESSION 3 / SIMULATION SESSION / LOUNGE 3: GEDİZ LOUNGE Chair: Tuncer Ören 11:15 12: A facility layout problem in a marble factory via simulation Bayram Kahraman (Dokuz Eylül University) Özlem Uzun Araz (Celal Bayar University) M. Kemal Özfırat (Dokuz Eylül University) Rahime Sancar Edis (Erciyes University) 207 Computer Aided Characteristics Study and Simulation of Direct Current (DC) Motors Aree A. Muhammad (University of Salahaddin) 201 A Simulation-based Realization of Cross-Correlation in CDMA Communications Ebrahim Ali Soujeri (European University of Lefke - TRNC) 346 A Simulation Study to Find the Bottlenecks and to Improve the System in a Manufacture Factory Established in İzmir Mehmet Aksaraylı (Dokuz Eylül University) Akbel Yıldız (Dokuz Eylül University) 10

16 SESSION 4 / MAT. COMPT. SESSION / LOUNGE 4: EFES LOUNGE Chair: Vesa Niskanen 11:15 12:15 1st International Symposium on Computing in Science & Engineering SESSION 5 / OPTIMIZATION SESSION / LOUNGE 5: HARİZMİ LOUNGE Chair: Osman Akın 11:15 12: Optimum Workforce Capacity Planning with Real World Applications Using Integer Programming Said Ali Hassan (King Abdulaziz University) Ibrahim Abdulaziz Al-DarrabRahime (King Abdulaziz University) 185 Relationships among Darboux and Bishop Frames Emin Özyılmaz (Ege University) Süha Yılmaz (Dokuz Eylül University) Melih Turgut (Dokuz Eylül University 713 An Multiple Time Scales Solution of an Equation with Quadratic and Cubic Nonlinearities having Fractional-Order Derivative Fadime Dal (Ege University) 316 Marriage Honey Bee Optimization Approach to The Traveling Salesman Problem Yüksel Çelik (Karamanoglu Mehmetbey University) Erkan Ülker (Selcuk University) 100 An Optimized Model for Supply Chain Management Interactions Ali A. Pouyan (Shahrood University of Technology) S. Eslami (Shahrood University of Technology) M. Shabanzadehd (Shahrood University of Technology) 174 Parallel Machine Scheduling with Additional Resources and Machine Eligibility Restrictions Emrah B. Edis (Dokuz Eylul University) Irem Ozkarahan (Troy University) SESSION TIMETABLE THURSDAY, JUNE SESSION 6 / COMPUT. PROG. SESSION / LOUNGE 6: İSTANBUL LOUNGE Chair: Efendi Nasibov 11:15 12: Target Tracking in Crowded Scenes Md. Haidar Sharif (University of Lille 1) Sahin Uyaver (Gediz University) Chabane Djerabaa (University of Lille 1) 178 Analysis of Aspect Oriented Programming based Profiling Ilker Akkus (Istanbul Technical University) Nadia Erdogan (Istanbul Technical University) 189 An Incomplete Software Project s Accomplishment by the Aid of Extreme Programming Methodology Emin Borandağ (Maltepe University) Fatih Yücalar (Maltepe University) Saban Eren (Yasar University) 11

17 SESSION TIMETABLE THURSDAY, JUNE SESSION 7 / INF. SYST. SESSION / LOUNGE 7: İZMİR LOUNGE Chair: Selim Solmaz 11:15 12:15 1st International Symposium on Computing in Science & Engineering 339 A Proposal Model for Role-Based Hospital Information System Mehmet Tas (Sakarya University) M. Bilgehan Erdem (Sakarya University) Alper Kiraz (Sakarya University) 136 An Investigation on the Automatic Teller Machines (ATMs) of Three Banks in terms of Design and Satisfaction Level Perspectives Serdar Yarlıkas (Middle East Technical University) 305 Ensemble Classifiers in Intelligent Recognition of Traffic Accidents using a Geographical Information Systems Platform S. Savas Durduran (Selcuk University) Kemal Polat (Selcuk University) SESSION 8 / ALGORITHMS SESSION / LOUNGE 8: ANADOLU LOUNGE Chair: Aziz Kolkıran 11:15 12: A Pulmonary Diagnostic System to Identify Asthma Patients by Using Random Forest Algorithm N. Emanet (Fatih University) H. R. Öz (Fatih University) N. Bayram (University of Gaziantep) 126 An Mining Cardiological Symptoms and Constructing Association Rules Using Candidate Generation Algorithm Kursat Zuhtuoğulları (Selcuk University) Novruz Allahverdi (Selcuk University) 336 A Supplier Selection Problem in a Marble Factory Bayram Kahraman (Dokuz Eylül University) Özlem Uzun Araz (Celal Bayar University) M. Kemal Özfırat (Dokuz Eylül University) Rahime Sancar Edis (Erciyes University) SESSION 9 / POSTER PRESENTATION / POSTER LOCATION: Chair: Mehtap Özdemir Köklü 11:15 12: Reactive Scheduling Problems in a Job Shop Environment Ediz Atmaca (Gazi University) 315 An Two-Sided Assembly Line Balancing Problem: An Application Study Ediz Atmaca (Gazi University) 187 Design of a Prediction-Based Web Services QoS Management System Mahmod Hosein Zadeh (Islamic Azad University) Mir Ali Seyyedi (Islamic Azad University) 12

18 SESSION 10 / POSTER PRESENTATION / POSTER LOCATION: Chair: Eyüp Burak Ceyhan 11:15 12:15 1st International Symposium on Computing in Science & Engineering 156 Multi-Agent System Theory-based ERP Fatemeh HourAli (Shahrood University of Technology) Seyyed Ali Khatami (Shahrood University of Technology) Moein Rahbar (Shahrood University of Technology) Hasan Modarresi (Shahrood University of Technology) 161 XML Document Access Control Design Using Digital Signature Fatemeh HourAli (Shahrood University of Technology) Seyyed Ali Khatami (Shahrood University of Technology) Moein Rahbar (Shahrood University of Technology) Hasan Modarresi (Shahrood University of Technology) 252 Molecular Dynamics Simulations of Heptane and Eicosane Using Atomistic Potentials Oğuz Gürbulak, (Ege University) Emine Cebe (Ege University) 12: LUNCH SESSION TIMETABLE THURSDAY, JUNE

19 SESSION TIMETABLE THURSDAY, JUNE st International Symposium on Computing in Science & Engineering SESSION 11 / INVITED SPEAKERS / LOUNGE 1: ATATÜRK LOUNGE Chair: Kayhan Erciyes 13:30 14:30 Orhan Güvenen (Bilkent University) Information Systems Security and Information Distortion Impacts on the Socio-Economic Structures Mehmet Pakdemirli (Celal Bayar University) Perturbation-Iteration Method and Comparisons with Variational Iteration Method 14: BREAK 14

20 SESSION 12 / ANN SESSION / LOUNGE 1: ATATÜRK LOUNGE Chair: Fatih Mümtaz Duran 14:45 15:45 1st International Symposium on Computing in Science & Engineering 240 A feed forward ANN modeling of Acid Soluble Cobalt Extraction From Pyrite Calcines and GA based extrema search of model Mustafa Akdağ (Gediz University) Mümin Özcan (Gediz University) Gökhan Baş (Dokuz Eylül University) 244 A Virtual Tensile Test Laboratory Design Using Artificial Neural Networks Alper Kiraz (Sakarya University) Cemalettin Kubat (Sakarya University) M. Bilgehan Erdem ( Sakarya University 313 Modeling Water Balance Index (WBI) with Artificial Neural Network Yahya Çınar (Fatih University) M. Serdal Sakçalı (Fatih University) Recep Kızılaslan (Fatih University) Fahrettin Eldemir (Fatih University) SESSION 13 / OPTIMIZATION SESSION / LOUNGE 2: LOTFİ A. ZADEH LOUNGE SESSION TIMETABLE THURSDAY, JUNE Chair: Halil Rıdvan Öz 327 A TSP-Based Electromagnetism-Like Mechanism for Political Districting Problem Nidai Kordal (Cyprus International University) Haluk S. Balkan (Eastern Mediterranean University) 14:45 15: Design and Fabrication of a Low Cost Automated Prosthetic Limb Sajid Hussain (NUST) Syed Hammad Nazeer Gilani (AKSA) Rana M. Ather (Baksh Group of Industries) Umar Karim (Fauji Fertilizers Bin Qasim Limited) Javed Iqbal (College of EME) Yasar Ayaz (NUST) 241 Innovative Capability and Affecting Factors in Turkish Manufacturing Industry Bahadır Yörür (Kocaeli University) Gülsen Akman (Kocaeli University) SESSION 14 / TEL.NETWORK SESSION / LOUNGE 3: GEDİZ LOUNGE Chair: Muhammed Cinsdikici 14:45 15: Multiple Antenna Orthogonal Opportunistic Beam Forming System in Wireless Sensor Networks Hakkı Soy (Karamanoğlu Mehmetbey University) Özgür Özdemir (Fatih University) Mehmet Bayrak (Karabük University) 167 Efficient Routing in Wireless Sensor Networks with Publish-Subscribe Services Ali Emrah Pekesen (Istanbul Kultur University Ozgur Koray Sahingoz (Turkish Air Force Academy) 15

21 SESSION TIMETABLE THURSDAY, JUNE st International Symposium on Computing in Science & Engineering 127 Synchronous Distributed Spanning Tree Algorithm for Wireless Sensor Networks Onur Yılmaz (Izmir University of Economics) Sercan Demirci (Ege University) Yagiz Kaymak (Izmir University of Economics) Kayhan Erciyes (Izmir University) SESSION 15 / CONT. SYS SESSION / LOUNGE 4: EFES LOUNGE Chair: Aziz Kolkıran 14:45 15: Self-tune supervisory control of a hybrid semi-batch reactor M. Arabi (Iran University of Science and Technology) J.Poshtan (Iran University of Science and Technology) 251 Active Vibration Control of Isolation Systems by Adaptive PolePlacement Control S. Ahmadizadeh (Iran University of science and technology) J. Poshtan (Iran University of science and technology) 234 Comparison of Sliding Mode and NARMA-L2 Control of a Coupled Tank System Zekiye Erdem (Sakarya University) Ayhan Özdemir (Sakarya University) SESSION 16 / GRAPH THE. / LOUNGE 5: HARİZMİ LOUNGE Chair: Selim Solmaz 14:45 15: Graph Coloring: Color sequences, Maximum Color Sequence, and Algorithm for Color Sequence Mustafa Atici (Western Kentucky University) 309 Comprehensive Survey on Automata-based Game Theory Sally Hassan Almanasra (Universiti Sains Malaysia) Muhammad Rafie Arshad (Universiti Sains Malaysia) 710 Neighbor Rupture Degree of Graphs Goksen Bacak Turan (Yasar University) Alpay Kirlangic (Ege University) SESSION 17 / FUZZY / LOUNGE 6: İSTANBUL LOUNGE Chair: Nurullah Umarusman 14:45 15: Implementing of Neuro-Fuzzy System with High-Speed, Low-Power CMOS Circuits in Current-Mode Saeed Afrang (Islamic Azad University) Muhammadamin Daneshwar (Islamic Azad University) Sadeq Aminifar (Islamic Azad University) Ghader Yosefi (Islamic Azad University) 514 Design of a New BiCMOS Controllable Fuzzifier Sadeq Aminifar (Islamic Azad University) Muhammadamin Daneshwar (Islamic Azad University) Ghader Yosefi (Islamic Azad University) 525 A Novel Approach for Designing Fuzzy-Rule-Based Classifier System Ayşe Merve Acılar (Selçuk University) Ahmet Arslan (Selçuk University) 16

22 SESSION 18 / STAT. COMP. SESSION / LOUNGE 7: İZMİR LOUNGE Chair: Vesa Niskanen 14:45 15:45 1st International Symposium on Computing in Science & Engineering 601 An Inference Procedure for Bivariate Copula of Order Statistics Burcu Ucer (Dokuz Eylül University) Tugba Yıldız (Dokuz Eylül University) 191 Load balancing and resource management on agent based grid systems for applications with hard deadlines Koray Çetinbaş (Istanbul Technical University) Nadia Erdoğan (Istanbul Technical University) 718 About Dual Spherical Wrist Motion and its Trajectory Surface as a Ruled Surface Hatice Kuşak (Ege University) Ali Çalışkan (Ege University) SESSION 19 / COMP. SECR. SESSION / LOUNGE 8: ANADOLU LOUNGE Chair: Emin Borandağ 14:45 15: Improvement of Password Usage in Companies by means of Customized Technical Solutions and Employee Awareness; A Case Study Mete Eminağaoğlu (Yasar University) Şaban Eren (Yasar University) 151 The Theoretical Foundations of Computer Security Ahmet Koltuksuz (Yasar University) 131 Security and Risks in The Current Multicast Group Key Distribution protocols Shafa'amry Moutasem (International University for science and Technology) SESSION TIMETABLE THURSDAY, JUNE : COFFEE BREAK 17

23 NOTES THURSDAY, JUNE st International Symposium on Computing in Science & Engineering 18

24 SESSION 20 / AGENT SESSION / LOUNGE 1: ATATÜRK LOUNGE Chair: Tuncer Ören 16:00 17:00 SESSION 21 / FUZZY / LOUNGE 2: LOTFİ A. ZADEH LOUNGE Chair: Nurullah Umarusman 16:00 17:00 1st International Symposium on Computing in Science & Engineering 101 A generic Scheme for Ubiquitous E-health Information Systems Based on Multi Agent Systems Ali A. Pouyan (Shahrood University of Technology) Seyed M. Salehi (Shahrood University of Technology) Ahmad Sadeghi (Shahrood University of Technology) 143 Agent Based Routing Protocol for Wireless Sensor Networks A. Halim Zaim (Istanbul University) Cihangir Parmaksızoglu (Istanbul Kültür University) Akhan Akbulut (Istanbul Kültür University) 102 An Agent Based Multilayered Architecture for E-learning Systems Ali A. Pouyan (Shahrood University of Technology) Hossein Dehghan (Shahrood University of Technology) Javad Gholampour (Shahrood University of Technology) 504 Fuzzy Grey Relations of Customer Preferences Affecting on Desirability of Edible Oil Osman Taylan (King Abdulaziz University) Mustafa Güneş (Gediz University) 518 Evaluation of Natural Gas Supply Alternatives With Fuzzy Ahp And Goal Programming Yıldız Yuluğkural (Kocaeli University) S. Dilek A. Meydan (Kocaeli University) Zerrin Aladağ (Kocaeli University) 519 Classifying Chess Players with Fuzzy Clustering Analysis in Fuzzy Data Using Eco Codes Necati Alp Erilli (19 May Univ) Yüksel Öner (19 May Univ) Kamil Alakuş (19 May Univ) Taner Tunç (19 May Univ) SESSION TIMETABLE THURSDAY, JUNE SESSION 22 / MAT. COMPT. SESSION / LOUNGE 3: GEDİZ LOUNGE Chair: Emin Özyılmaz 16:00 17: Laguerre Polynomial Bases For Solving Linear Delay Difference Equations Burcu Gürbüz (Mugla University) Mustafa Gülsu (Mugla University) Mehmet Sezer (Mugla University) 701 Nonlinear wrong problems with not positive operator Izat Usenov (Kyrgyz National University) 184 Solving Heat Flow Equation for Image Regularization Bekir Dizdaroğlu (Karadeniz Technical University) 19

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