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Artificial Intelligence and Soft Computing

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Cover of 'Artificial Intelligence and Soft Computing'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Visual Dictionary Pruning Using Mutual Information and Information Gain
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    Chapter 2 Mining Telecommunication Networks to Enhance Customer Lifetime Predictions
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    Chapter 3 A Note on Machine Learning Approach to Analyze the Results of Pairwise Comparison Based Parametric Evaluation of Research Units
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    Chapter 4 Bagging of Instance Selection Algorithms
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    Chapter 5 Essential Attributes Generation for Some Data Mining Tasks
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    Chapter 6 Visualizing Random Forest with Self-Organising Map
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    Chapter 7 B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization
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    Chapter 8 Variants and Performances of Novel Direct Learning Algorithms for L2 Support Vector Machines
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    Chapter 9 Evolving Parameters for a Noisy Biological System – The Impact of Alternative Approaches
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    Chapter 10 Classification of EEG Signals Using Vector Quantization
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    Chapter 11 Offline Text-Independent Handwriting Identification and Shape Modeling via Probabilistic Nodes Combination
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    Chapter 12 Computer-Aided System for Automatic Classification of Suspicious Lesions in Breast Ultrasound Images
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    Chapter 13 The Classifier for Prediction of Peri-operative Complications in Cervical Cancer Treatment
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    Chapter 14 Face Classification Based on Linguistic Description of Facial Features
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    Chapter 15 Impact of Bayesian Network Model Structure on the Accuracy of Medical Diagnostic Systems
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    Chapter 16 A New Three-Dimensional Facial Landmarks in Recognition
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    Chapter 17 Computer-Aided Off-Line Diagnosis of Epileptic Seizures
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    Chapter 18 Active Region Approach for Segmentation of Medical Images
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    Chapter 19 SCM-driven Tree View for Microarray Data
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    Chapter 20 New Method for Dynamic Signature Verification Using Hybrid Partitioning
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    Chapter 21 New Method for Dynamic Signature Verification Based on Global Features
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    Chapter 22 Investigating the Rate of Failure of Asynchronous Gathering in a Swarm of Fat Robots with Limited Visibility
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    Chapter 23 Modeling Context-Aware and Agent-Ready Systems for the Outdoor Smart Lighting
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    Chapter 24 Problem of Agents Cooperation in Heterogeneous Graph-Based Knowledge Environment
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    Chapter 25 Managing Machine’s Motivations
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    Chapter 26 Globalised Dual Heuristic Dynamic Programming in Tracking Control of the Wheeled Mobile Robot
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    Chapter 27 Fuzzy Sensor-Based Navigation with Neural Tracking Control of the Wheeled Mobile Robot
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    Chapter 28 Fuzzy and Neural Rotor Resistance Estimator for Vector Controlled Induction Motor Drives
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    Chapter 29 ALMM Solver - A Tool for Optimization Problems
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    Chapter 30 Tournament Searching Method for Optimization of the Forecasting Model Based on the Nadaraya-Watson Estimator
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    Chapter 31 A New Algorithm for Identification of Significant Operating Points Using Swarm Intelligence
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    Chapter 32 Artificial Bee Colony Algorithm Used for Reconstructing the Heat Flux Density in the Solidification Process
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    Chapter 33 Simulations of Credibility Evaluation and Learning in a Web 2.0 Community
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    Chapter 34 Optimization of Composite Structures Using Bio-inspired Methods
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    Chapter 35 Applying Metamodels and Sequential Sampling for Constrained Optimization of Process Operations
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    Chapter 36 A New Measure of Conflict and Hybrid Combination Rules in the Evidence Theory
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    Chapter 37 On Measuring Association between Groups of Rankings in Recommender Systems
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    Chapter 38 An Arduino-Simulink-Control System for Modern Hand Protheses
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    Chapter 39 Solving Timetabling Problems on GPU
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    Chapter 40 Scheduling Problem with Uncertain Parameters in Just in Time System
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    Chapter 41 Variable Neighborhood Search for Non-deterministic Problems
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    Chapter 42 Emergent Phenomena in Constrained 3D Layout Design
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    Chapter 43 Brainy: A Machine Learning Library
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    Chapter 44 Optimisation of Character n-gram Profiles Method for Intrinsic Plagiarism Detection
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    Chapter 45 A Recommender System Based on Customer Reviews Mining
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    Chapter 46 Complex System Analysis Using Softcomputing
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    Chapter 47 Can the Generation of Test Cases for Unit Testing be Automated with Rules?
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    Chapter 48 Implementing a Supply Chain Management Policy System Based on Rough Set Theory
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    Chapter 49 What Is the Primary Language?
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    Chapter 50 Signal Randomness Measure for BSS Ensemble Predictors
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    Chapter 51 An Incremental Map-Matching Algorithm Based on Hidden Markov Model
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    Chapter 52 Multi-class Classification: A Coding Based Space Partitioning
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    Chapter 53 From Single Image to List of Objects Based on Edge and Blob Detection
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    Chapter 54 Robust Face Recognition by Group Sparse Representation That Uses Samples from List of Subjects
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    Chapter 55 Using Facial Asymmetry Properties and Hidden Markov Models for Biometric Authentication in Security Systems
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    Chapter 56 Spatial Keypoint Representation for Visual Object Retrieval
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    Chapter 57 On Orientation Sensitive Defuzzification Functionals
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    Chapter 58 The Linguistic Modeling of Fuzzy System as Multicriteria Evaluator for the Multicast Routing Algorithms
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    Chapter 59 Optimizing Inventory of a Firm under Fuzzy Data
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    Chapter 60 An Approach to Cardinality of First Order Metasets
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    Chapter 61 Fuzzy System for the Classification of Sounds of Birds Based on the Audio Descriptors
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    Chapter 62 Generalized Tree-Like Self-Organizing Neural Networks with Dynamically Defined Neighborhood for Cluster Analysis
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    Chapter 63 Nonnegative Matrix Factorization for Document Clustering: A Survey
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    Chapter 64 Fuzzy c-Medoid Graph Clustering
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    Chapter 65 A Spectral Clustering Algorithm Based on Eigenvector Localization
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    Chapter 66 HiBi – The Algorithm of Biclustering the Discrete Data
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    Chapter 67 Asymmetric k -means Clustering of the Asymmetric Self-Organizing Map
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    Chapter 68 DenClust: A Density Based Seed Selection Approach for K-Means
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    Chapter 69 Exploiting Structural Information of Data in Active Learning
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    Chapter 70 On Mean Shift Clustering for Directional Data on a Hypersphere
Overall attention for this book and its chapters
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Title
Artificial Intelligence and Soft Computing
Published by
Springer, Cham, January 2014
DOI 10.1007/978-3-319-07176-3
ISBNs
978-3-31-907175-6, 978-3-31-907176-3
Editors

Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 83 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Spain 1 1%
Germany 1 1%
Switzerland 1 1%
France 1 1%
Slovakia 1 1%
Brazil 1 1%
Philippines 1 1%
Unknown 76 92%

Demographic breakdown

Readers by professional status Count As %
Student > Master 22 27%
Student > Ph. D. Student 13 16%
Researcher 10 12%
Student > Bachelor 9 11%
Lecturer 6 7%
Other 23 28%
Readers by discipline Count As %
Computer Science 26 31%
Engineering 18 22%
Unspecified 8 10%
Business, Management and Accounting 4 5%
Psychology 4 5%
Other 23 28%