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Artificial Intelligence and Soft Computing

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Cover of 'Artificial Intelligence and Soft Computing'

Table of Contents

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    Book Overview
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    Chapter 1 Computer Based Stylometric Analysis of Texts in Polish Language
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    Chapter 2 Integration Base Classifiers Based on Their Decision Boundary
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    Chapter 3 Complexity of Rule Sets Induced by Two Versions of the MLEM2 Rule Induction Algorithm
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    Chapter 4 Spark-Based Cluster Implementation of a Bug Report Assignment Recommender System
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    Chapter 5 The Bag-of-Words Method with Dictionary Analysis by Evolutionary Algorithm
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    Chapter 6 The Novel Method of the Estimation of the Fourier Transform Based on Noisy Measurements
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    Chapter 7 A Complete Efficient FFT-Based Algorithm for Nonparametric Kernel Density Estimation
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    Chapter 8 A Framework for Business Failure Prediction
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    Chapter 9 Fuzzy Clustering with $$\varepsilon $$ -Hyperballs and Its Application to Data Classification
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    Chapter 10 Two Modifications of Yinyang K-means Algorithm
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    Chapter 11 Detection of the Innovative Logotypes on the Web Pages
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    Chapter 12 Extraction and Interpretation of Textual Data from Czech Insolvency Proceedings
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    Chapter 13 Spectral Clustering for Cell Formation with Minimum Dissimilarities Distance
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    Chapter 14 Exercise Recognition Using Averaged Hidden Markov Models
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    Chapter 15 A Study of Cluster Validity Indices for Real-Life Data
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    Chapter 16 Improvement of the Validity Index for Determination of an Appropriate Data Partitioning
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    Chapter 17 Stylometric Features for Authorship Attribution of Polish Texts
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    Chapter 18 Handwriting Recognition with Extraction of Letter Fragments
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    Chapter 19 Multidimensional Signal Transformation Based on Distributed Classification Grid and Principal Component Analysis
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    Chapter 20 The Concept on Nonlinear Modelling of Dynamic Objects Based on State Transition Algorithm and Genetic Programming
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    Chapter 21 A Method for Non-linear Modelling Based on the Capabilities of PSO and GA Algorithms
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    Chapter 22 Linguistic Habit Graphs Used for Text Representation and Correction
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    Chapter 23 Dynamic Epistemic Preferential Logic of Action
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    Chapter 24 Proposal of a Multi-agent System for a Smart Outdoor Lighting Environment
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    Chapter 25 Understanding Human Behavior in Intelligent Environments: A Context-Aware System Supporting Mountain Rescuers
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    Chapter 26 TLGProb: Two-Layer Gaussian Process Regression Model for Winning Probability Calculation in Two-Team Sports
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    Chapter 27 Fuzzy PID Controllers with FIR Filtering and a Method for Their Construction
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    Chapter 28 The Use of Heterogeneous Cellular Automata to Study the Capacity of the Roundabout
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    Chapter 29 A Method for Design of Hardware Emulators for a Distributed Network Environment
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    Chapter 30 Iterative Learning of Optimal Control – Case Study of the Gantry Robot
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    Chapter 31 An Approach to Robust Urban Transport Management. Mixed Graph-Based Model for Decision Support
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    Chapter 32 Street Lighting Control, Energy Consumption Optimization
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    Chapter 33 Patterns in Serious Game Design and Evaluation Application of Eye-Tracker and Biosensors
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    Chapter 34 Photo-Electro Characterization and Modeling of Organic Light-Emitting Diodes by Using a Radial Basis Neural Network
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    Chapter 35 Conditioned Anxiety Mechanism as a Basis for a Procedure of Control Module of an Autonomous Robot
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    Chapter 36 Framework for Benchmarking Rule-Based Inference Engines
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    Chapter 37 Web-Based Editor for Structured Rule Bases
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    Chapter 38 Parallelization of Image Encryption Algorithm Based on Game of Life and Chaotic System
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    Chapter 39 Cognitive Investigation on Pilot Attention During Take-Offs and Landings Using Flight Simulator
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    Chapter 40 3D Integrated Circuits Layout Optimization Game
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    Chapter 41 Multi-valued Extension of Putnam-Davis Procedure
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    Chapter 42 Comparison of Effectiveness of Multi-objective Genetic Algorithms in Optimization of Invertible S-Boxes
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    Chapter 43 The Impact of the Number of Averaged Attacker’s Strategies on the Results Quality in Mixed-UCT
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    Chapter 44 Data-Driven Polish Poetry Generator
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    Chapter 45 Rule Based Dependency Parser for Polish Language
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    Chapter 46 Porous Silica Templated Nanomaterials for Artificial Intelligence and IT Technologies
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    Chapter 47 Combining SVD and Co-occurrence Matrix Information to Recognize Organic Solar Cells Defects with a Elliptical Basis Function Network Classifier
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    Chapter 48 An Intelligent Decision Support System for Assessing the Default Risk in Small and Medium-Sized Enterprises
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    Chapter 49 Swarm Intelligence in Solving Stochastic Capacitated Vehicle Routing Problem
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    Chapter 50 LSTM Recurrent Neural Networks for Short Text and Sentiment Classification
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    Chapter 51 Categorization of Multilingual Scientific Documents by a Compound Classification System
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    Chapter 52 Cognitive Content Recommendation in Digital Knowledge Repositories – A Survey of Recent Trends
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    Chapter 53 Supporting BPMN Process Models with UML Sequence Diagrams for Representing Time Issues and Testing Models
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    Chapter 54 Simulation of Multi-agent Systems with Alvis Toolkit
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    Chapter 55 Tensor-Based Syntactic Feature Engineering for Ontology Instance Matching
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    Chapter 56 Semantic Annotations for Mediation of Complex Rule Systems
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    Chapter 57 Convolutional Neural Networks for Time Series Classification
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    Chapter 58 A DSS Based on Hybrid Ant Colony Optimization Algorithm for the TSP
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    Chapter 59 Comparing Strategies for Search Space Boundaries Violation in PSO
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    Chapter 60 PSO with Attractive Search Space Border Points
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    Chapter 61 Differential Evolution Driven Analytic Programming for Prediction
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    Chapter 62 Archive Analysis in SHADE
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    Chapter 63 Learning in Nonstationary Environments: A Hybrid Approach
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    Chapter 64 Classifier Concept Drift Detection and the Illusion of Progress
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    Chapter 65 Heuristic Regression Function Estimation Methods for Data Streams with Concept Drift
Overall attention for this book and its chapters
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Title
Artificial Intelligence and Soft Computing
Published by
Springer International Publishing, January 2017
DOI 10.1007/978-3-319-59060-8
ISBNs
978-3-31-959060-8, 978-3-31-959059-2
Editors

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

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The data shown below were collected from the profiles of 3 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 11 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 11 100%

Demographic breakdown

Readers by professional status Count As %
Professor 1 9%
Unknown 10 91%
Readers by discipline Count As %
Unknown 11 100%