Book Volume 8468 2014

Artificial Intelligence and Soft Computing

13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part II

ISBN: 978-3-319-07175-6 (Print) 978-3-319-07176-3 (Online)

Table of contents (70 chapters)

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  1. Front Matter

    Pages -

  2. Data Mining

    1. Front Matter

      Pages 1-1

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      Pages 3-14

      Visual Dictionary Pruning Using Mutual Information and Information Gain

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      Pages 15-26

      Mining Telecommunication Networks to Enhance Customer Lifetime Predictions

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      Pages 27-39

      A Note on Machine Learning Approach to Analyze the Results of Pairwise Comparison Based Parametric Evaluation of Research Units

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      Pages 40-51

      Bagging of Instance Selection Algorithms

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      Pages 52-62

      Essential Attributes Generation for Some Data Mining Tasks

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      Pages 63-71

      Visualizing Random Forest with Self-Organising Map

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      Pages 72-81

      B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization

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      Pages 82-91

      Variants and Performances of Novel Direct Learning Algorithms for L2 Support Vector Machines

  3. Bioinformatics, Biometrics and Medical Applications

    1. Front Matter

      Pages 93-93

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      Chapter

      Pages 95-106

      Evolving Parameters for a Noisy Biological System – The Impact of Alternative Approaches

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      Pages 107-118

      Classification of EEG Signals Using Vector Quantization

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      Pages 119-130

      Offline Text-Independent Handwriting Identification and Shape Modeling via Probabilistic Nodes Combination

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      Pages 131-142

      Computer-Aided System for Automatic Classification of Suspicious Lesions in Breast Ultrasound Images

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      Pages 143-154

      The Classifier for Prediction of Peri-operative Complications in Cervical Cancer Treatment

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      Pages 155-166

      Face Classification Based on Linguistic Description of Facial Features

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      Pages 167-178

      Impact of Bayesian Network Model Structure on the Accuracy of Medical Diagnostic Systems

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      Pages 179-186

      A New Three-Dimensional Facial Landmarks in Recognition

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      Pages 187-194

      Computer-Aided Off-Line Diagnosis of Epileptic Seizures

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      Pages 195-206

      Active Region Approach for Segmentation of Medical Images

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      Chapter

      Pages 207-215

      SCM-driven Tree View for Microarray Data

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      Pages 216-230

      New Method for Dynamic Signature Verification Using Hybrid Partitioning

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