Read Recursive Least Squares Fuzzy Modeling of Chemoresistive Gas Sensors for Drift Compensation text version

2011 International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2011)

Istanbul, Turkey 15 ­ 18 June

IEEE Catalog Number: ISBN:

CFP1172N-PRT 978-1-61284-919-5

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................................................................................. 11

A. Moeini, N. Nariman-Zadeh, A. Hajiloo, M. Samadi, A. Barootiha

Prediction of Manufacturing Lead Time Based on Adaptive Neuro-Fuzzy Inference System (ANFIS) ...................... 16

A. Behrouznia, A. Azadeh, Kh. Pichka, P. Pazhoheshfar, M. Saberi

A Framework for Automated Association Mining Over Multiple Databases................................................................. 19

Esma Nur Çinicioglu, Gürdal Ertek, Deniz Demirer, Hasan Ersin Yörük

ICBCF: One Item-Classification-Based Collaborative Filtering Algorithm................................................................... 26

Zilei Sun, Nianlong Luo, Wei Kuang

Anomaly Detection in Temperature Data using DBSCAN Algorithm ............................................................................ 31

Mete Çelik, Filiz Dadaser-çelik, Ahmet Sakir Dokuz

Artificial Bee Colony Data Miner (ABC-Miner)............................................................................................................... 36

Mete Çelik, Kayseri Turkey, Dervis Karaboga, Kayseri Turkey, Fehim Köylü

Low Complexity And Fast System Identification Using Adaptive IIR Filter Employing Subband Decomposition...................................................................................................................................................................... 41

Jafar Ramadhan Mohammed

DWT-based Fault Diagnosis in Induction Motors by Using CVA ................................................................................... 47

S. Ergin. S. Tezel, M. B. Gulmezoglu

Writer Identification from Handwriting Text Lines......................................................................................................... 51

Önder Kirli, M. Bilginer Gülmezoglu

Classification of n-butanol Concentrations with k-NNalgorithm and ANN in Electronic Nose.................................... 56

Selda Güney, Ayten Atasoy

A Hybrid Load Balancing Model for Multi-agent Systems.............................................................................................. 61

I. Özcan, S. Bora

Double Compression of models for Interactive Dynamic Influence Diagrams............................................................... 67

Jian Luo, Bo Li, Yifeng Zeng

Development of an Agent based E-barter System............................................................................................................. 72

Sebla Demirkol, Sinem Getir, Moharram Challenger, Geylani Kardas

Artificial Immune Systems and Negative Selection for Fault Diagnosis ......................................................................... 78

P. Govender, D. A. Kyereahene-Mensah

Design and Implementation of Remote Model Predictive Control System..................................................................... 84

Guoli Ji, Xiaolin Liu, Kangkang Zhang, Wei Lin, Qi Wang, Huaiqing Sun

Neural Network Control with Neuro-Sliding mode Observer Applied to Quadrotor Helicopter................................. 89

O. Bouhali, H. Boudjedir

NSSAC: Negative Selection-based Self Adaptive Classifier ............................................................................................. 94

Seyedeh Negin Seyed Fakhari, Amir Masud Eftekhari Moghadam

Off-line Signature Verification and Recognition: Neural Network Approach ............................................................... 99

Suhail M. Odeh, Manal Khalil

Modelling of Fluid Power Transmission Systems ........................................................................................................... 104

Alaa Abdul-Ameer

Generalized Regression Neural Network ­Based Efficient Noise Modeling for Microwave Transistors................... 111

Filiz Günes, Ufuk Özkaya, Ahmet Uluslu

Determining of The Magnetic Characteristics of the E-Core Transverse Flux Machine Based On Neural Network.................................................................................................................................................................. 116

C. Gundogan Turker, F. Erfan Kuyumcu

Aircraft Roll Control System Using LQR and Fuzzy Logic Controller ........................................................................ 122

M. Ali Usta, Ömür Akyaz , Sürmene Abdullah Kanca Myo, A. Sefa Akp nar

0-step K-means for Clustering Wikipedia ....................................................................................................................... 127

Julian Szymanski, Kamil Wegrzynowicz

3D and 6 DOF User Input Platform for Computer Vision Applications and Virtual Reality ..................................... 132

Ali Boyal, Manolya Kavakl

Automatic Recognition of Turkish Fingerspelling .......................................................................................................... 138

Furkan Isikdogan And Songül Albayrak

Detemination of Decision Moments in EEG Signals Using DWT .................................................................................. 142

Tuba Ayhan, Serhat Seker

Improving Ride and Handling of Vehicle Vibration Model using Pareto Robust Genetic Algorithms...................... 146

M. Salehpour, Gh. Etesami, A. Jamali, N. Nariman-Zadeh

Complex Crank-Slider Mechanism Dynamic Balancing By Binary Genetic Algorithm(BGA) .................................. 151

M. M. Ettefagh, F. Abbasidoust, H. Milanchian, M. Yazdanian Asr

A Genetic Algorithm Based Optimal Feature Selection for Web Page Classification ................................................. 156

Selma Ayse Özel

A Genetic Algorithm Metaheuristic for Bakery Distribution Vehicle Routing Problem with Load Balancing ............................................................................................................................................................................ 161

Timur Keskinturk, Avcilar Yerleskesi, Mehmet Bayram Yildirim

Mining Rules from One-Dimensional Self-Organizing Maps ........................................................................................ 166

Chihli Hung, Jian-Jhe Huang

Hierarchical Rule-Based Neural Network for Multi-Object Classification Using Invariant Features....................... 170

N. Imamoglu, A. Eresen, A. M. Özbayoglu

Robust Pareto Design of ANFIS Networks for Nonlinear Systems with Probabilistic Uncertainties......................... 174

A. Jamali, N. Nariman-Zadeh, H. Ashraf, Z. Jamali

CMOS Realization of a Cellular Neural Network Generating Autowaves ................................................................... 179

Selçuk Kilinç, Müstak E. Yalçin, Serdar Özoguz

Actionable Insights Through Association Mining of Exchange Rates: A Case Study.................................................. 184

Mehmet Arabac, Armagan Aktug, Gürdal Ertek

An Anomaly Detection Framework for BGP .................................................................................................................. 190

Inigo Ortiz De Urbina Cazenave, Erkan Kosluk, Murat Can Ganiz

Analysis of Preprocessing Methods on Classification of Turkish Texts........................................................................ 195

Dilara Torunoglu, Erhan Çakirman, Murat Can Ganiz, Selim Akyokus M. Zahid Gürbüz

Application of the SpecHybrid Algorithm to Text Document Clustering Problem ..................................................... 201

Zekeriya Uykan, Murat C. Ganiz

Discrimination Between Mental and Motor Tasks of EEG Signals using Different Classification Methods .............................................................................................................................................................................. 206

N. Gürsel Özmen, L. Gümüsel

A Smart Hybrid License Plate Recognition System Based on Image Processing using Neural Network and Image Correlation ...................................................................................................................................................... 211

K. Yilmaz

An Efficient Color Detection in RGB Space using Hierarchical Neural Network Structure ...................................... 217

Halis Altun, Recai Sinekli, Ugur Tekbas

Iris Feature Extraction using Optimized Gabor Wavelet Based on Multi Objective Genetic Algorithm .................. 222

Hamed Ghodrati, Mohammad Javad Dehghani, Habibolah Danyali

Calculation of Optimized Parameters of Rectangular Patch Antenna using Gravitational Search Algorithm ........................................................................................................................................................................... 227

O. Tolga Altinoz, A. Egemen Yilmaz

Automatic Music Generation using Evolutionary Algorithms and Neural Networks ................................................. 232

Ali Çagatay Yüksel, Mehmet Melih Karci, A. Sima Uyar

An Improved 2D Glass Cutting Solution with Genetic Algorithms............................................................................... 237

Mustafa Zahid Gürbüz, Ibrahim Emiroglu, Selim Akyokus

Torque Optimization of Submersible Motors Using Evolutionary Algorithms............................................................ 243

Mehmet Çunkas Ramazan Akkaya Osman Bilgin

Web-Ear, an Information Retrieval System That Uses Reported Speech Expressions in Turkish............................. 248

C. B. Ozdemir, B. Diri

Performance Improvement in Distributed Turkish Continuous Speech Recognition System using Packet Loss Concealment Techniques ............................................................................................................................. 253

Ismail Uzun, Rifat Edizkan

Developing a Text Categorization Template for Turkish News Portals........................................................................ 257

Cagri Toraman, Fazl Can, Seyit Koçberber

Improving Automatic Semantic Annotations of News Videos in Turkish through Web Alignment and Event Extraction ................................................................................................................................................................ 262

Dilek Kucuk, Adnan Yazic

Automatic Question Answering for Turkish with Pattern Parsing ............................................................................... 267

Erbug Çelebi, Burak Günel, Baturman Sen

Fuzzy Logic Controlled Buck-Boost DC-DC Converter for Solar Energy-Battery System ........................................ 272

Mustafa E. Sahin, Halil I. Okumus

A Novel Switched Filter Compensation Scheme for Power Quality Enhancement and Loss Reduction ................... 276

Adel. M. Sharaf, Abdelazeem A. Abdelsalam

Power Quality Enhancement in Wind-Grid Interface Based on Switched Filter Compensator................................. 282

Adel. M. Sharaf, Abdelazeem A. Abdelsalam

Neural Network Model of Mill-Fan System Elements Vibration for Predictive Maintenance.................................... 288

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 ..................................................................................................................................... 293

Faruk Ugranli, Cevdet Ersavas, Engin Karatepe

Segmentation of Multiple Sclerosis Plagues by Robust Fuzzy Clustering with Spatial Information.......................... 298

Hasan Özyavru, Nalan Özkurt, Süleyman Men

Detection, Real Time Processing and Monitoring of ECG Signal with a Wearable System........................................ 302

Osman Özkaraca, Ali Hakan Isik, Inan Güler

Microcontroller based Jet Nebulizer Design with ANFIS Compessor Control for Domiciliary use........................... 306

A. Yardimci

Artificial Neural Networks for Precipitation Prediction: A Case Study on Egirdir .................................................... 310

Dilek Taylan, Derya Küçükyaman

Detecting Credit Card Fraud by ANN and Logistic Regression.................................................................................... 315

Y. Sahin, E. Duman

Modeling of Daily Pan Evaporation of Lake Egirdir Using Data-Driven Techniques................................................. 320

Ö. Terzi

An Artificial Neural Networks Approach to Monthly Flow Estimation ....................................................................... 325

A. Ilker, M. Köse, G. Ergin, Ö. Terzi

The Control of An Automatic Door Using Fuzzy Logic ................................................................................................. 329

Harun Sümbül, Akif Coskun, Ankara, Turkey, Muharrem Tasdemir

A Fuzzy Decision Making Energy Management System for a PV/Wind Renewable Energy System......................... 333

Onur Ozdal Mengi, Ismail Hakki Altas

Snore-Related Sound Classification Based on Time-Domain Features by Using ANFIS Model ................................ 338

Haydar Ankishan, Fikret Ari

Performance Evaluation of ERP Implementation by using Fuzzy MCDM .................................................................. 342

Alev Taskin Gumus A. Yesim Yayla Kagan Gurbuz

A New Qualitative Approach to System Analysis ........................................................................................................... 346

Jianjun Zhu, Shaohua Tan

Modeling of Quadruple Tank System using Support Vector Regression...................................................................... 352

Kemal Uçak, Gülay Öke

Adaptive PID Controller Based on Online LSSVR with Kernel Tuning ...................................................................... 359

Kemal Uçak, Gülay Öke

A Game-Theoretic Approach to Efficient Power Control in CDMA Data Networks .................................................. 366

Nevin Dönmez

Comparison of Single and Ensemble Classifiers in Terms of Accuracy and Execution Time..................................... 371

M. F. Amasyali, O. K. Ersoy

An Ontological Partner Network Model for Composing Suppliers............................................................................... 376

Yu-Liang Chi, I-Jui Chen

Automatic Summarization of Turkish Documents using Non-negative Matrix Factorization.................................... 381

Aysun Güran, Nilgün Güler Bayaz t, Eren Bekar

Automatic Recognition of Dialogue Acts in Complex Typology .................................................................................... 386

M. Koit

An Improved Itemset Generation Approach for Mining Medical Databases............................................................... 391

K. Zuhtuogullari, N. Allahverdi

An ANFIS Model for Stock Price Prediction: The Case of Tehran Stock Exchange................................................... 396

Akbar Esfahanipour, Parvin Mardani

A Combinatorial Artificial Bee Colony Algorithm for Traveling Salesman Problem ................................................. 402

Dervis Karaboga, Beyza Gorkemli

A New Approach for Weighted Clustering using Decision Tree.................................................................................... 406

Yunus Dogan, Derya Birant, Alp Kut

Automatic Recognition of Ground Radar Targets Based on Target RCS and Short Time Spectrum Variance ............................................................................................................................................................................. 411

S. Liaqat, S. A. Khan, M. B. Ihsan, S. Z. Asghar, A. Ejaz, A. I. Bhatti

Corner Detection via Trilateral Filtering of Chain Codes.............................................................................................. 415

Kemal Ozkan, Cihan Topal, Cuneyt Akinlar

Determining Illumination Sources in Frontal Face Images using Salient Samples from a Face Depth Map ..................................................................................................................................................................................... 420

Erol Seke

PAST and OPAST Algorithms for STAP in Monostatic Airborne Radar.................................................................... 424

S. Dib, M. Barkat, M. Grimes

Role of Hidden-Markov Models for Autonomous Diagnostics of Cutting Tools .......................................................... 429

Akhilesh Kumar, Fling Tseng, Ratna Babu Chinnam

Design and Evaluation of Two-wheeled Balancing Robot Chassis: Case Study for Lego Bricks................................ 434

Hany Ferdinando, Handry Khoswanto, Djoko Purwanto, Stefanus Tjokro

Application of Gravitational Search Algorithm for Optimal Reactive Power Dispatch Problem .............................. 439

Serhat Duman, Yusuf Sonmez, Nuran Yorukeren, Ugur Guvenc

An Intelligent Architecture for Service Provisioning in Pervasive Environments ....................................................... 444

Anis Yazidi, Ole-Christoffer Granmo, B. John Oommen

A Reference Governor Approach for Path Tracking of Nonholonomic Mobile Robot ............................................... 451

Sinem Ön, Ahmet Yazici

An Improved Tangent Bug Method Integrated with Artificial Potential Field for Multi-robot Path Planning.............................................................................................................................................................................. 456

Emam Fathy Mohamed, Khaled El-Metwally, A. R. Hanafy

Optimal Tracking Control of a Biped Robot Walking in the Lateral Plane................................................................. 461

Milad Taher Khorsandi Behnam Miripour-Fard Ahmad Bagheri

A Comparative Study of Smooth Path Planning for a Mobile Robot Considering Kinematic Constraints ......................................................................................................................................................................... 466

Sinem Ön, Ahmet Yaz

Determining Amount of Bituminous Effects on Asphalt Concrete Strength with Artificial Intelligence and Statistical Analysis Methods...................................................................................................................................... 471

Sercan Serin, Nihat Morova, Sebnem Sargin, Serdal Terzi

Neural Networks and Search for Minimum Defectiveness in Molding Operation in Ceramic Industry ................... 477

M. Kumru

Design of a Hetero-core Smart Fiber Optic Microbend Sensor ..................................................................................... 482

H. S. Efendioglu, A. K. Sahin, T. Yildirim, K. Fidanboylu

Modeling of Grinding Process by Artificial Neural Network for Calcite Mineral ....................................................... 486

Yakup Umucu, Mehmet Fatih Çaglar, Lütfullah Gündüz, Volkan Bozkurt, Vedat Deniz

An Evolutionary Multi-Objective Modeling and Solution Approach for Fuzzy Vehicle Routing Problem .............................................................................................................................................................................. 491

Zhavat Sherinov, Ahmet Ünveren, Adnan Acan

Application of Fuzzy Sliding Mode Control to Robotic Manipulator using Multi-objective Genetic Algorithm ........................................................................................................................................................................... 496

Javad Rezapour, Masih Sharifi, Nader Nariman-Zadeh

A Self Organized Fuzzy PD Controller using Tabu Search ........................................................................................... 501

Nesrine Talbi, Jijel, Algeria, Khaled Belarbi

Two Different Power Control System Load- Frequency Analysis using Fuzzy Logic Controller............................... 506

Hilmi Zenk, Osman Zenk, Adem Sefa Akpinar

A Comparison of Feature Extraction Techniques for Diagnosis of Lumbar Intervertebral Degenerative Disc Disease ................................................................................................................................................. 511

Y. Unal, H. E. Kocer, H. E. Akkurt

Formalization of Natural Language Queries................................................................................................................... 516

Hasna Boumechaal, Zizette Boufaida

An Automated Domain Specific Stop Word Generation Method for Natural Language Text Classification ...................................................................................................................................................................... 521

Hakan Ayral, Sirma Yavuz

Intelligent Focused Crawler: Learning which Links to Crawl ...................................................................................... 525

Duygu Taylan, Mitat Poyraz, Selim Akyokus, Murat Can Ganiz

Identification of mRNA Poly(A) Signal Patterns ............................................................................................................ 530

Xiaohui Wu, Qi Liu, Meishuang Tang, Huanghui Zhang, Junfeng Yao, Guoli Ji

Comparisons of Features for Automatic Eye and Mouth Localization......................................................................... 536

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 ............................................................................................................................................................. 541

Ergin Yilmaz, Mahmut Özer, Abdullah Çavusoglu

An Ultrasonic Based Indoor Positioning System............................................................................................................. 545

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 ................................................................................................................................. 550

A. Bagheri, B. Miripour-Fard

Pareto Robust Reliability-based Controller Design for Probabilistic Uncertain Systems using Fuzzy Rules ................................................................................................................................................................................... 555

B. Ahmadi, M. Ghamati, A. Jamali, N. Nariman-Zadeh

Multi-objective Optimization of Power and Heating System Based on Artificial Bee Colony .................................... 560

K. Atashkari, N. Narimanzadeh, A. R. Ghavimi, M. J. Mahmoodabadi, F. Aghaienezhad

Neural Networks Application in Software Cost Estimation: A Case Study.................................................................. 565

Farhad Soleimanian Gharehchopogh

Soccer Video Semantic Concept Detection Based on Bayesian Belief Network Approach.......................................... 570

Monireh Sadat Hosseini , Amir Masoud Eftekhari Moghadam

Implementation of PSO-based Fixed Frequency Sliding Mode Controller for Buck Converter ................................ 575

Hamit Erdem, O. Tolga Altinoz

Shop Marketing Scenario using Context Based Digital Personality.............................................................................. 580

Serdar Birogul, Emre Küçükayvaz, Önder Murat Erol

Pedestrian Detection From Still Images........................................................................................................................... 584

Yusuf Engin Tetik, Bülent Bolat

Alternative Representations of Unified Medical Language System Semantic Network Elements in Web Ontology Language................................................................................................................................................... 589

B. G. Özdemir, N. Baykal

Comparison of the Artificial Bee Colony and the Bees Algorithm for PID Controller Tuning .................................. 594

Ozden Ercin, Ramazan Coban

A Novel Green Plug Filter Compensation Scheme For Electric Vehicle DC Drive...................................................... 598

E. Elbakush, A. M. Sharaf, I. H. Altas

Bio-Ethanol Production Optimization using ACD with ESN Critic.............................................................................. 605

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................................................ 610

Konstantinos Ninos, Charalampos Giannakakis, Ioannis Kompogiannis, Ilias Stavrakas, Alex Alexandridis

Compression Algorithm as a Tool for EEG Data Processing......................................................................................... 615

Miroslav Svítek

A Novel Breast Cancer Prediction System....................................................................................................................... 620

Ir Cath Tee, Ali H. Gazala

Epilepsy Diagnosis Using Probability Density Functions of EEG Signals .................................................................... 625

U. Orhan, M. Hekim, M. Ozer, I. Provaznik

Wavelet Denoising of Middle Latency Response in Auditory Evoked Potentials......................................................... 630

Yasemin Erkan, Nurettin Acir

Determination of Transformer Health Condition Using Artificial Neural Networks .................................................. 634

Ahmed E. B. Abu-Elanien, M. M. A. Salama, Malak Ibrahim Author Index

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Recursive Least Squares Fuzzy Modeling of Chemoresistive Gas Sensors for Drift Compensation

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