Intelligent techniques for data analysis in diverse settings / ed. by N.Celebi. - Hershey: IGI Global/Information science reference, 2016. - xix, 353 p.: ill., tab. - (Advances in data mining and database management (ADMDM) book series) (Premier reference source). - Bibliogr. at the end of the chapters and p.: 309-345. - Ind.: p.351-353. - ISBN 978-1-5225-0075-9; ISSN ISSN 2327-1981 Шифр: (И/З 973.2-I.69) 02 (ВМИ)  Место хранения:   02 | Отделение ГПНТБ СО РАН | Новосибирск

Оглавление / Contents

Foreword ....................................................... xv Preface ....................................................... xvi Chapter 1 Unified Wavelet Transform Analysis Adapted to Different Biomedical Applications ......................................... 1 Girisha Garg, BBDIT, India Vijander Singh, NSIT, India Chapter 2 Swarm Intelligence Approaches to Shelf Space Allocation Problem with Linear Profit Function ............................ 22 Tuncay Ozcan, Istanbul University, Turkey Şakir Esnaf, Istanbul University, Turkey Chapter 3 A Genetic Algorithm-Based Multivariate Grey Model in Housing Demand Forecast in Turkey ...................................... 42 Miraç Eren, Atatürk University, Turkey Ali Kemal Çelik, Atatürk University, Turkey Ibrahim Huseyni, Şirnak University, Turkey Chapter 4 Image Mining: Techniques for Feature Extraction ................ 66 Tuğrul Taşci, Sakarya University, Turkey Chapter 5 Comparative Analysis of Statistical, Machine Learning, and Grey Methods for Short-Term Electricity Load Forecasting ....... 96 Tuncay Ozcan, Istanbul University, Turkey Tarik Küçükdeniz, Istanbul University, Turkey Funda Hatice Sezgin, Istanbul University, Turkey Chapter 6 A Soft Computing Approach to Customer Segmentation ............ 119 Abdulkadir Hiziroglu, Yildirim Beyazit University, Turkey Chapter 7 Data Mining for Multicriteria Single Facility Location Problems ...................................................... 147 Seda Tolun, Istanbul University, Turkey Halit Alper Tayali, Istanbul University, Turkey Chapter 8 Heuristic Optimization-Based Clustering Solution for Large Facility Location Problems .................................... 171 Tank Küçükdeniz, Istanbul University, Turkey Şakir Esnaf, Istanbul University, Turkey Chapter 9 Review of Business Intelligence and Intelligent Systems in Healthcare Domain ............................................. 192 Halil Ibrahim Cebeci, Sakarya University, Turkey Abdulkadir Hiziroglu, Yddirim Beyazit University, Turkey Chapter 10 Use of Chaotic Randomness Numbers: Metaheuristic and Artificial Intelligence Algorithms ............................ 207 Alper Ozpinar, Istanbul Commerce University, Turkey Emel Seyma Kucukasci, Istanbul Commerce University, Turkey Chapter 11 An Integrated Grey Relations Analysis and VIKOR Method for Multi Criteria Decision Making under Fuzzy Environment: Supplier Selection Case ....................................... 228 Ihsan Hakan Selvi, Sakarya University, Turkey Orhan Torkul, Sakarya University, Turkey Ismail Hakki Cedimoglu, Sakarya University, Turkey Chapter 12 A Brief Review of Metaheuristics for Document or Text Clustering .................................................... 252 Sinem Büyüksaatçi, Istanbul University, Turkey Alp Baray, Istanbul University, Turkey Chapter 13 Churn Prediction in Internet Service Provider Companies ....... 265 Ilayda Ülkü, Istanbul Kültür University, Turkey Mehmet Yahya Durak, Istanbul Kultur University, Turkey Fadime Üney-Yüksektepe, Istanbul Kültür University, Turkey Chapter 14 On the Comparison of Quantitative Predictabilities of Different Financial Instruments ............................... 282 Adil Gьrsel Karagor, Atilim University, Turkey Turan Erman Erkan, Atilim University, Turkey Chapter 15 Selection of Wavelet Features for Biomedical Signals Using SVM Learning .................................................. 299 Girisha Garg, BBDIT, India Vijander Singh, NSIT, India Compilation of References ..................................... 309 About the Contributors ........................................ 346 Index ......................................................... 351