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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 Visualizing and Understanding Nonnegativity Constrained Sparse Autoencoder in Deep Learning
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    Chapter 2 Experimental Analysis of Forecasting Solar Irradiance with Echo State Networks and Simulating Annealing
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    Chapter 3 Neural System for Power Load Prediction in a Week Time Horizon
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    Chapter 4 A New Proposition of the Activation Function for Significant Improvement of Neural Networks Performance
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    Chapter 5 Application of the Givens Rotations in the Neural Network Learning Algorithm
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    Chapter 6 Parallel Learning of Feedforward Neural Networks Without Error Backpropagation
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    Chapter 7 Parallelization of Image Encryption Algorithm Based On Chaotic Neural Networks
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    Chapter 8 Ensemble ANN Classifier for Structural Health Monitoring
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    Chapter 9 Characterisation and Modeling of Organic Solar Cells by Using Radial Basis Neural Networks
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    Chapter 10 Method Enabling the First Hidden Layer of Multilayer Perceptrons to Make Division of Space with Various Hypercurves
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    Chapter 11 Rough Restricted Boltzmann Machine – New Architecture for Incomplete Input Data
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    Chapter 12 Word Embeddings for the Polish Language
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    Chapter 13 Estimation of Deep Neural Networks Capabilities Using Polynomial Approach
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    Chapter 14 Training Neural Networks by Optimizing Random Subspaces of the Weight Space
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    Chapter 15 Single Layer Feedforward Networks Construction Based on Orthogonal Least Square and Particle Swarm Optimization
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    Chapter 16 Problems of Identification of Cloud-Based Fuzzy Evolving Systems
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    Chapter 17 Uncertainty Measurement for the Interval Type-2 Fuzzy Set
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    Chapter 18 Slicing Strategies for the Generalised Type-2 Mamdani Fuzzy Inferencing System
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    Chapter 19 On the Sensitivity of Weighted General Mean Based Type-2 Fuzzy Signatures
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    Chapter 20 Selected Temporal Logic Systems: An Attempt at Engineering Evaluation
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    Chapter 21 New Approach for Nonlinear Modelling Based on Online Designing of the Fuzzy Rule Base
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    Chapter 22 New Approach for Interpretability of Neuro-Fuzzy Systems with Parametrized Triangular Norms
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    Chapter 23 An Application of Fuzzy Logic to Traffic Lights Control and Simulation in Real Time
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    Chapter 24 Implementation of a Parallel Fuzzy System in the FPGA Circuit
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    Chapter 25 The Method of Hardware Implementation of Fuzzy Systems on FPGA
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    Chapter 26 Learning Rules for Hierarchical Fuzzy Logic Systems Using Wu & Mendel IF-THEN Rules Quality Measures
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    Chapter 27 Cyclic Scheduling Line with Uncertain Data
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    Chapter 28 Identification of a Multi-criteria Model of Location Assessment for Renewable Energy Sources
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    Chapter 29 Integration of Multiple Graph Datasets and Their Linguistic Summaries: An Application to Linked Data
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    Chapter 30 Combining Fuzzy Cognitive Maps and Discrete Random Variables
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    Chapter 31 Natural Computing in Pump-Scheduling Optimization for Water Supply System: Case Study
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    Chapter 32 Hybrid Parallelization of Evolutionary Model Tree Induction
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    Chapter 33 Application of Genetic Algorithms in the Construction of Invertible Substitution Boxes
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    Chapter 34 Grammatical Evolution in a Matrix Factorization Recommender System
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    Chapter 35 Memetic Optimization of Graphene-Like Materials on Intel PHI Coprocessor
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    Chapter 36 On Aggregation of Stages in Multi-criteria Optimization of Chain Structured Processes
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    Chapter 37 A New Differential Evolution Algorithm with Alopex-Based Local Search
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    Chapter 38 New Method for Fuzzy Nonlinear Modelling Based on Genetic Programming
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    Chapter 39 Aspects of Evolutionary Construction of New Flexible PID-fuzzy Controller
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    Chapter 40 Chaos Enhanced Repulsive MC-PSO/DE Hybrid
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    Chapter 41 The Method of the Evolutionary Designing the Elastic Controller Structure
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    Chapter 42 Extended Study on the Randomization and Sequencing for the Chaos Embedded Heuristic
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    Chapter 43 Hierarchical and Massively Interactive Approaches for Hybridization of Evolutionary Computations and Agent Systems—Comparison in Financial Application
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    Chapter 44 Multi-chaotic System Induced Success-History Based Adaptive Differential Evolution
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    Chapter 45 Generalized Shape Language Application to Detection of a Specific Type of Bone Erosion in X-ray Images
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    Chapter 46 On the Relation Between k NN Accuracy and Dataset Compression Level
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    Chapter 47 Diversity Analysis on Imbalanced Data Using Neighbourhood and Roughly Balanced Bagging Ensembles
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    Chapter 48 Dynamic Ensemble Selection Using Discriminant Functions and Normalization Between Class Labels – Approach to Binary Classification
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    Chapter 49 Towards a Hybrid Learning Approach to Efficient Tone Pattern Recognition
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    Chapter 50 Linguistic Descriptors and Analytic Hierarchy Process in Face Recognition Realized by Humans
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    Chapter 51 Quick Real-Boost with: Weight Trimming, Exponential Impurity, Bins, and Pruning
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    Chapter 52 Instance Selection Optimization for Neural Network Training
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    Chapter 53 Artificial Intelligence and Soft Computing
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    Chapter 54 A Hidden Markov Model with Controlled Non-parametric Emissions
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    Chapter 55 Classifying Mutants with Decomposition Kernel
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    Chapter 56 On Optimal Wavelet Bases for Classification of Melanoma Images Through Ensemble Learning
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    Chapter 57 Comparison of SVM and Ontology-Based Text Classification Methods
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    Chapter 58 Mapping Population and Mobile Pervasive Datasets into Individual Behaviours for Urban Ecosystems
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    Chapter 59 A Decision Support System Based on Hybrid Metaheuristic for Solving the Constrained Capacitated Vehicle Routing Problem: The Tunisian Case
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    Chapter 60 Iterative Learning in Repetitive Optimal Control of Linear Dynamic Processes
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    Chapter 61 Toward a Knowledge Based Multi-agent Architecture for the Reactive Container Stacking in Seaport Terminals
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    Chapter 62 Agents Retaining and Reusing of Experience Applied to Control of Semi-continuous Production Process
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    Chapter 63 Constraint Solving-Based Automatic Generation of Mobile Agent Itineraries
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    Chapter 64 Control Planning for Autonomous Off-Grid Outdoor Lighting Systems Based on Energy Consumption Preferences
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    Chapter 65 Control of the Compass Gait Biped Robot
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    Chapter 66 $$ \varvec{H}_{\infty } $$ H ∞ Optimal Actuator and Sensor Placement for Linear Systems
Overall attention for this book and its chapters
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Title
Artificial Intelligence and Soft Computing
Published by
Springer International Publishing, May 2016
DOI 10.1007/978-3-319-39378-0
ISBNs
978-3-31-939377-3, 978-3-31-939378-0
Editors

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

Twitter Demographics

The data shown below were collected from the profiles of 2 tweeters who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 26 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 26 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 6 23%
Student > Ph. D. Student 5 19%
Student > Bachelor 2 8%
Professor 1 4%
Unknown 12 46%
Readers by discipline Count As %
Computer Science 6 23%
Engineering 5 19%
Mathematics 1 4%
Business, Management and Accounting 1 4%
Environmental Science 1 4%
Other 0 0%
Unknown 12 46%