2011 International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2011) Istanbul, Turkey. IEEE Catalog Number: ISBN:

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1 2011 International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2011) Istanbul, Turkey June IEEE Catalog Number: ISBN: CFP1172N-PRT

2 TABLE OF CONTENTS Recursive Least Squares Fuzzy Modeling of Chemoresistive Gas Sensors for Drift Compensation... 1 M. Aliaghasarghamish S. Ebrahimi Parameter Determination of the Schottky Barrier Diode using by Artificial Bee Colony Algorithm... 6 Nurhan Karaboga, Serdar Kockanat, Hulya Dogan Predictive Sliding Mode Controller Design for Nonlinear Systems A. Moeini, N. Nariman-Zadeh, A. Hajiloo, M. Samadi, A. Barootiha Prediction of Manufacturing Lead Time Based on Adaptive Neuro-Fuzzy Inference System (ANFIS) A. Behrouznia, A. Azadeh, Kh. Pichka, P. Pazhoheshfar, M. Saberi A Framework for Automated Association Mining Over Multiple Databases Esma Nur Çinicioglu, Gürdal Ertek, Deniz Demirer, Hasan Ersin Yörük ICBCF: One Item-Classification-Based Collaborative Filtering Algorithm Zilei Sun, Nianlong Luo, Wei Kuang Anomaly Detection in Temperature Data using DBSCAN Algorithm Mete Çelik, Filiz Dadaser-çelik, Ahmet Sakir Dokuz Artificial Bee Colony Data Miner (ABC-Miner) Mete Çelik, Kayseri Turkey, Dervis Karaboga, Kayseri Turkey, Fehim Köylü Low Complexity And Fast System Identification Using Adaptive IIR Filter Employing Subband Decomposition Jafar Ramadhan Mohammed DWT-based Fault Diagnosis in Induction Motors by Using CVA S. Ergin. S. Tezel, M. B. Gulmezoglu Writer Identification from Handwriting Text Lines Önder Kirli, M. Bilginer Gülmezoglu Classification of n-butanol Concentrations with k-nnalgorithm and ANN in Electronic Nose Selda Güney, Ayten Atasoy A Hybrid Load Balancing Model for Multi-agent Systems I. Özcan, S. Bora Double Compression of models for Interactive Dynamic Influence Diagrams Jian Luo, Bo Li, Yifeng Zeng Development of an Agent based E-barter System Sebla Demirkol, Sinem Getir, Moharram Challenger, Geylani Kardas Artificial Immune Systems and Negative Selection for Fault Diagnosis P. Govender, D. A. Kyereahene-Mensah Design and Implementation of Remote Model Predictive Control System Guoli Ji, Xiaolin Liu, Kangkang Zhang, Wei Lin, Qi Wang, Huaiqing Sun Neural Network Control with Neuro-Sliding mode Observer Applied to Quadrotor Helicopter O. Bouhali, H. Boudjedir NSSAC: Negative Selection-based Self Adaptive Classifier Seyedeh Negin Seyed Fakhari, Amir Masud Eftekhari Moghadam Off-line Signature Verification and Recognition: Neural Network Approach Suhail M. Odeh, Manal Khalil Modelling of Fluid Power Transmission Systems Alaa Abdul-Ameer Generalized Regression Neural Network Based Efficient Noise Modeling for Microwave Transistors Filiz Günes, Ufuk Özkaya, Ahmet Uluslu Determining of The Magnetic Characteristics of the E-Core Transverse Flux Machine Based On Neural Network C. Gundogan Turker, F. Erfan Kuyumcu Aircraft Roll Control System Using LQR and Fuzzy Logic Controller M. Ali Usta, Ömür Akyaz, Sürmene Abdullah Kanca Myo, A. Sefa Akp nar 0-step K-means for Clustering Wikipedia Julian Szymanski, Kamil Wegrzynowicz 3D and 6 DOF User Input Platform for Computer Vision Applications and Virtual Reality Ali Boyal, Manolya Kavakl Automatic Recognition of Turkish Fingerspelling Furkan Isikdogan And Songül Albayrak Detemination of Decision Moments in EEG Signals Using DWT Tuba Ayhan, Serhat Seker

3 Improving Ride and Handling of Vehicle Vibration Model using Pareto Robust Genetic Algorithms M. Salehpour, Gh. Etesami, A. Jamali, N. Nariman-Zadeh Complex Crank-Slider Mechanism Dynamic Balancing By Binary Genetic Algorithm(BGA) M. M. Ettefagh, F. Abbasidoust, H. Milanchian, M. Yazdanian Asr A Genetic Algorithm Based Optimal Feature Selection for Web Page Classification Selma Ayse Özel A Genetic Algorithm Metaheuristic for Bakery Distribution Vehicle Routing Problem with Load Balancing Timur Keskinturk, Avcilar Yerleskesi, Mehmet Bayram Yildirim Mining Rules from One-Dimensional Self-Organizing Maps Chihli Hung, Jian-Jhe Huang Hierarchical Rule-Based Neural Network for Multi-Object Classification Using Invariant Features N. Imamoglu, A. Eresen, A. M. Özbayoglu Robust Pareto Design of ANFIS Networks for Nonlinear Systems with Probabilistic Uncertainties A. Jamali, N. Nariman-Zadeh, H. Ashraf, Z. Jamali CMOS Realization of a Cellular Neural Network Generating Autowaves Selçuk Kilinç, Müstak E. Yalçin, Serdar Özoguz Actionable Insights Through Association Mining of Exchange Rates: A Case Study Mehmet Arabac, Armagan Aktug, Gürdal Ertek An Anomaly Detection Framework for BGP Inigo Ortiz De Urbina Cazenave, Erkan Kosluk, Murat Can Ganiz Analysis of Preprocessing Methods on Classification of Turkish Texts Dilara Torunoglu, Erhan Çakirman, Murat Can Ganiz, Selim Akyokus M. Zahid Gürbüz Application of the SpecHybrid Algorithm to Text Document Clustering Problem Zekeriya Uykan, Murat C. Ganiz Discrimination Between Mental and Motor Tasks of EEG Signals using Different Classification Methods N. Gürsel Özmen, L. Gümüsel A Smart Hybrid License Plate Recognition System Based on Image Processing using Neural Network and Image Correlation K. Yilmaz An Efficient Color Detection in RGB Space using Hierarchical Neural Network Structure Halis Altun, Recai Sinekli, Ugur Tekbas Iris Feature Extraction using Optimized Gabor Wavelet Based on Multi Objective Genetic Algorithm Hamed Ghodrati, Mohammad Javad Dehghani, Habibolah Danyali Calculation of Optimized Parameters of Rectangular Patch Antenna using Gravitational Search Algorithm O. Tolga Altinoz, A. Egemen Yilmaz Automatic Music Generation using Evolutionary Algorithms and Neural Networks Ali Çagatay Yüksel, Mehmet Melih Karci, A. Sima Uyar An Improved 2D Glass Cutting Solution with Genetic Algorithms Mustafa Zahid Gürbüz, Ibrahim Emiroglu, Selim Akyokus Torque Optimization of Submersible Motors Using Evolutionary Algorithms Mehmet Çunkas Ramazan Akkaya Osman Bilgin Web-Ear, an Information Retrieval System That Uses Reported Speech Expressions in Turkish C. B. Ozdemir, B. Diri Performance Improvement in Distributed Turkish Continuous Speech Recognition System using Packet Loss Concealment Techniques Ismail Uzun, Rifat Edizkan Developing a Text Categorization Template for Turkish News Portals Cagri Toraman, Fazl Can, Seyit Koçberber Improving Automatic Semantic Annotations of News Videos in Turkish through Web Alignment and Event Extraction Dilek Kucuk, Adnan Yazic Automatic Question Answering for Turkish with Pattern Parsing Erbug Çelebi, Burak Günel, Baturman Sen Fuzzy Logic Controlled Buck-Boost DC-DC Converter for Solar Energy-Battery System Mustafa E. Sahin, Halil I. Okumus A Novel Switched Filter Compensation Scheme for Power Quality Enhancement and Loss Reduction Adel. M. Sharaf, Abdelazeem A. Abdelsalam Power Quality Enhancement in Wind-Grid Interface Based on Switched Filter Compensator Adel. M. Sharaf, Abdelazeem A. Abdelsalam

4 Neural Network Model of Mill-Fan System Elements Vibration for Predictive Maintenance T. Balabanov, P. Koprinkova-Hristova, L. Doukovska, M. Hadjiski, S. Beloreshki Neural Network Based Distributed Generation Allocation for Minimizing Voltage Fluctuation due to Uncertainty of the Output Power Faruk Ugranli, Cevdet Ersavas, Engin Karatepe Segmentation of Multiple Sclerosis Plagues by Robust Fuzzy Clustering with Spatial Information Hasan Özyavru, Nalan Özkurt, Süleyman Men Detection, Real Time Processing and Monitoring of ECG Signal with a Wearable System Osman Özkaraca, Ali Hakan Isik, Inan Güler Microcontroller based Jet Nebulizer Design with ANFIS Compessor Control for Domiciliary use A. Yardimci Artificial Neural Networks for Precipitation Prediction: A Case Study on Egirdir Dilek Taylan, Derya Küçükyaman Detecting Credit Card Fraud by ANN and Logistic Regression Y. Sahin, E. Duman Modeling of Daily Pan Evaporation of Lake Egirdir Using Data-Driven Techniques Ö. Terzi An Artificial Neural Networks Approach to Monthly Flow Estimation A. Ilker, M. Köse, G. Ergin, Ö. Terzi The Control of An Automatic Door Using Fuzzy Logic Harun Sümbül, Akif Coskun, Ankara, Turkey, Muharrem Tasdemir A Fuzzy Decision Making Energy Management System for a PV/Wind Renewable Energy System Onur Ozdal Mengi, Ismail Hakki Altas Snore-Related Sound Classification Based on Time-Domain Features by Using ANFIS Model Haydar Ankishan, Fikret Ari Performance Evaluation of ERP Implementation by using Fuzzy MCDM Alev Taskin Gumus A. Yesim Yayla Kagan Gurbuz A New Qualitative Approach to System Analysis Jianjun Zhu, Shaohua Tan Modeling of Quadruple Tank System using Support Vector Regression Kemal Uçak, Gülay Öke Adaptive PID Controller Based on Online LSSVR with Kernel Tuning Kemal Uçak, Gülay Öke A Game-Theoretic Approach to Efficient Power Control in CDMA Data Networks Nevin Dönmez Comparison of Single and Ensemble Classifiers in Terms of Accuracy and Execution Time M. F. Amasyali, O. K. Ersoy An Ontological Partner Network Model for Composing Suppliers Yu-Liang Chi, I-Jui Chen Automatic Summarization of Turkish Documents using Non-negative Matrix Factorization Aysun Güran, Nilgün Güler Bayaz t, Eren Bekar Automatic Recognition of Dialogue Acts in Complex Typology M. Koit An Improved Itemset Generation Approach for Mining Medical Databases K. Zuhtuogullari, N. Allahverdi An ANFIS Model for Stock Price Prediction: The Case of Tehran Stock Exchange Akbar Esfahanipour, Parvin Mardani A Combinatorial Artificial Bee Colony Algorithm for Traveling Salesman Problem Dervis Karaboga, Beyza Gorkemli A New Approach for Weighted Clustering using Decision Tree Yunus Dogan, Derya Birant, Alp Kut Automatic Recognition of Ground Radar Targets Based on Target RCS and Short Time Spectrum Variance S. Liaqat, S. A. Khan, M. B. Ihsan, S. Z. Asghar, A. Ejaz, A. I. Bhatti Corner Detection via Trilateral Filtering of Chain Codes Kemal Ozkan, Cihan Topal, Cuneyt Akinlar Determining Illumination Sources in Frontal Face Images using Salient Samples from a Face Depth Map Erol Seke PAST and OPAST Algorithms for STAP in Monostatic Airborne Radar S. Dib, M. Barkat, M. Grimes

5 Role of Hidden-Markov Models for Autonomous Diagnostics of Cutting Tools Akhilesh Kumar, Fling Tseng, Ratna Babu Chinnam Design and Evaluation of Two-wheeled Balancing Robot Chassis: Case Study for Lego Bricks Hany Ferdinando, Handry Khoswanto, Djoko Purwanto, Stefanus Tjokro Application of Gravitational Search Algorithm for Optimal Reactive Power Dispatch Problem Serhat Duman, Yusuf Sonmez, Nuran Yorukeren, Ugur Guvenc An Intelligent Architecture for Service Provisioning in Pervasive Environments Anis Yazidi, Ole-Christoffer Granmo, B. John Oommen A Reference Governor Approach for Path Tracking of Nonholonomic Mobile Robot Sinem Ön, Ahmet Yazici An Improved Tangent Bug Method Integrated with Artificial Potential Field for Multi-robot Path Planning Emam Fathy Mohamed, Khaled El-Metwally, A. R. Hanafy Optimal Tracking Control of a Biped Robot Walking in the Lateral Plane Milad Taher Khorsandi Behnam Miripour-Fard Ahmad Bagheri A Comparative Study of Smooth Path Planning for a Mobile Robot Considering Kinematic Constraints Sinem Ön, Ahmet Yaz Determining Amount of Bituminous Effects on Asphalt Concrete Strength with Artificial Intelligence and Statistical Analysis Methods Sercan Serin, Nihat Morova, Sebnem Sargin, Serdal Terzi Neural Networks and Search for Minimum Defectiveness in Molding Operation in Ceramic Industry M. Kumru Design of a Hetero-core Smart Fiber Optic Microbend Sensor H. S. Efendioglu, A. K. Sahin, T. Yildirim, K. Fidanboylu Modeling of Grinding Process by Artificial Neural Network for Calcite Mineral Yakup Umucu, Mehmet Fatih Çaglar, Lütfullah Gündüz, Volkan Bozkurt, Vedat Deniz An Evolutionary Multi-Objective Modeling and Solution Approach for Fuzzy Vehicle Routing Problem Zhavat Sherinov, Ahmet Ünveren, Adnan Acan Application of Fuzzy Sliding Mode Control to Robotic Manipulator using Multi-objective Genetic Algorithm Javad Rezapour, Masih Sharifi, Nader Nariman-Zadeh A Self Organized Fuzzy PD Controller using Tabu Search Nesrine Talbi, Jijel, Algeria, Khaled Belarbi Two Different Power Control System Load- Frequency Analysis using Fuzzy Logic Controller Hilmi Zenk, Osman Zenk, Adem Sefa Akpinar A Comparison of Feature Extraction Techniques for Diagnosis of Lumbar Intervertebral Degenerative Disc Disease Y. Unal, H. E. Kocer, H. E. Akkurt Formalization of Natural Language Queries Hasna Boumechaal, Zizette Boufaida An Automated Domain Specific Stop Word Generation Method for Natural Language Text Classification Hakan Ayral, Sirma Yavuz Intelligent Focused Crawler: Learning which Links to Crawl Duygu Taylan, Mitat Poyraz, Selim Akyokus, Murat Can Ganiz Identification of mrna Poly(A) Signal Patterns Xiaohui Wu, Qi Liu, Meishuang Tang, Huanghui Zhang, Junfeng Yao, Guoli Ji Comparisons of Features for Automatic Eye and Mouth Localization Hakan Cevikalp, Hasan Serhan Yavuz, Rifat Edizkan, Hüseyin Gündüz, Celal Murat Kandemir Effects of Channel Blocking on the Spontaneous Firing Regularity of Scale-Free Hodgkin- Huxley Neuronal Network Ergin Yilmaz, Mahmut Özer, Abdullah Çavusoglu An Ultrasonic Based Indoor Positioning System Ahmet Yazici, Ugur Yayan, Hikmet Yücel Implementation of the Model Predictive Control for On-line Trajectory Planning of a Walking Robot Subjected to External Disturbances A. Bagheri, B. Miripour-Fard Pareto Robust Reliability-based Controller Design for Probabilistic Uncertain Systems using Fuzzy Rules B. Ahmadi, M. Ghamati, A. Jamali, N. Nariman-Zadeh

6 Multi-objective Optimization of Power and Heating System Based on Artificial Bee Colony K. Atashkari, N. Narimanzadeh, A. R. Ghavimi, M. J. Mahmoodabadi, F. Aghaienezhad Neural Networks Application in Software Cost Estimation: A Case Study Farhad Soleimanian Gharehchopogh Soccer Video Semantic Concept Detection Based on Bayesian Belief Network Approach Monireh Sadat Hosseini, Amir Masoud Eftekhari Moghadam Implementation of PSO-based Fixed Frequency Sliding Mode Controller for Buck Converter Hamit Erdem, O. Tolga Altinoz Shop Marketing Scenario using Context Based Digital Personality Serdar Birogul, Emre Küçükayvaz, Önder Murat Erol Pedestrian Detection From Still Images Yusuf Engin Tetik, Bülent Bolat Alternative Representations of Unified Medical Language System Semantic Network Elements in Web Ontology Language B. G. Özdemir, N. Baykal Comparison of the Artificial Bee Colony and the Bees Algorithm for PID Controller Tuning Ozden Ercin, Ramazan Coban A Novel Green Plug Filter Compensation Scheme For Electric Vehicle DC Drive E. Elbakush, A. M. Sharaf, I. H. Altas Bio-Ethanol Production Optimization using ACD with ESN Critic V. Iliev, J. Stoycheva, M. Angelov, G. Kostov, P. Koprinkova-Hristova, S. Popova Nonlinear Control of a DC-Motor Based on Radial Basis Function Neural Networks Konstantinos Ninos, Charalampos Giannakakis, Ioannis Kompogiannis, Ilias Stavrakas, Alex Alexandridis Compression Algorithm as a Tool for EEG Data Processing Miroslav Svítek A Novel Breast Cancer Prediction System Ir Cath Tee, Ali H. Gazala Epilepsy Diagnosis Using Probability Density Functions of EEG Signals U. Orhan, M. Hekim, M. Ozer, I. Provaznik Wavelet Denoising of Middle Latency Response in Auditory Evoked Potentials Yasemin Erkan, Nurettin Acir Determination of Transformer Health Condition Using Artificial Neural Networks Ahmed E. B. Abu-Elanien, M. M. A. Salama, Malak Ibrahim Author Index