Artificial Intelligence and Soft Computing: 15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part I

Front Matter....Pages I-XXIV
Front Matter....Pages 1-1
Visualizing and Understanding Nonnegativity Constrained Sparse Autoencoder in Deep Learning....Pages 3-14
Experimental Analysis of Forecasting Solar Irradiance with Echo State Networks and Simulating Annealing....Pages 15-24
Neural System for Power Load Prediction in a Week Time Horizon....Pages 25-34
A New Proposition of the Activation Function for Significant Improvement of Neural Networks Performance....Pages 35-45
Application of the Givens Rotations in the Neural Network Learning Algorithm....Pages 46-56
Parallel Learning of Feedforward Neural Networks Without Error Backpropagation....Pages 57-69
Parallelization of Image Encryption Algorithm Based On Chaotic Neural Networks....Pages 70-80
Ensemble ANN Classifier for Structural Health Monitoring....Pages 81-90
Characterisation and Modeling of Organic Solar Cells by Using Radial Basis Neural Networks....Pages 91-103
Method Enabling the First Hidden Layer of Multilayer Perceptrons to Make Division of Space with Various Hypercurves....Pages 104-113
Rough Restricted Boltzmann Machine – New Architecture for Incomplete Input Data....Pages 114-125
Word Embeddings for the Polish Language....Pages 126-135
Estimation of Deep Neural Networks Capabilities Using Polynomial Approach....Pages 136-147
Training Neural Networks by Optimizing Random Subspaces of the Weight Space....Pages 148-157
Single Layer Feedforward Networks Construction Based on Orthogonal Least Square and Particle Swarm Optimization....Pages 158-169
Front Matter....Pages 171-171
Problems of Identification of Cloud-Based Fuzzy Evolving Systems....Pages 173-182
Uncertainty Measurement for the Interval Type-2 Fuzzy Set....Pages 183-194
Slicing Strategies for the Generalised Type-2 Mamdani Fuzzy Inferencing System....Pages 195-205
On the Sensitivity of Weighted General Mean Based Type-2 Fuzzy Signatures....Pages 206-218
Selected Temporal Logic Systems: An Attempt at Engineering Evaluation....Pages 219-229
Front Matter....Pages 171-171
New Approach for Nonlinear Modelling Based on Online Designing of the Fuzzy Rule Base....Pages 230-247
New Approach for Interpretability of Neuro-Fuzzy Systems with Parametrized Triangular Norms....Pages 248-265
An Application of Fuzzy Logic to Traffic Lights Control and Simulation in Real Time....Pages 266-275
Implementation of a Parallel Fuzzy System in the FPGA Circuit....Pages 276-283
The Method of Hardware Implementation of Fuzzy Systems on FPGA....Pages 284-298
Learning Rules for Hierarchical Fuzzy Logic Systems Using Wu & Mendel IF-THEN Rules Quality Measures....Pages 299-310
Cyclic Scheduling Line with Uncertain Data....Pages 311-320
Identification of a Multi-criteria Model of Location Assessment for Renewable Energy Sources....Pages 321-332
Integration of Multiple Graph Datasets and Their Linguistic Summaries: An Application to Linked Data....Pages 333-343
Combining Fuzzy Cognitive Maps and Discrete Random Variables....Pages 344-355
Front Matter....Pages 357-357
Natural Computing in Pump-Scheduling Optimization for Water Supply System: Case Study....Pages 359-369
Hybrid Parallelization of Evolutionary Model Tree Induction....Pages 370-379
Application of Genetic Algorithms in the Construction of Invertible Substitution Boxes....Pages 380-391
Grammatical Evolution in a Matrix Factorization Recommender System....Pages 392-400
Memetic Optimization of Graphene-Like Materials on Intel PHI Coprocessor....Pages 401-410
On Aggregation of Stages in Multi-criteria Optimization of Chain Structured Processes....Pages 411-419
A New Differential Evolution Algorithm with Alopex-Based Local Search....Pages 420-431
New Method for Fuzzy Nonlinear Modelling Based on Genetic Programming....Pages 432-449
Aspects of Evolutionary Construction of New Flexible PID-fuzzy Controller....Pages 450-464
Chaos Enhanced Repulsive MC-PSO/DE Hybrid....Pages 465-475
Front Matter....Pages 357-357
The Method of the Evolutionary Designing the Elastic Controller Structure....Pages 476-492
Extended Study on the Randomization and Sequencing for the Chaos Embedded Heuristic....Pages 493-504
Hierarchical and Massively Interactive Approaches for Hybridization of Evolutionary Computations and Agent Systems—Comparison in Financial Application....Pages 505-516
Multi-chaotic System Induced Success-History Based Adaptive Differential Evolution....Pages 517-527
Front Matter....Pages 529-529
Generalized Shape Language Application to Detection of a Specific Type of Bone Erosion in X-ray Images....Pages 531-540
On the Relation Between kNN Accuracy and Dataset Compression Level....Pages 541-551
Diversity Analysis on Imbalanced Data Using Neighbourhood and Roughly Balanced Bagging Ensembles....Pages 552-562
Dynamic Ensemble Selection Using Discriminant Functions and Normalization Between Class Labels – Approach to Binary Classification....Pages 563-570
Towards a Hybrid Learning Approach to Efficient Tone Pattern Recognition....Pages 571-583
Linguistic Descriptors and Analytic Hierarchy Process in Face Recognition Realized by Humans....Pages 584-596
Quick Real-Boost with: Weight Trimming, Exponential Impurity, Bins, and Pruning....Pages 597-609
Instance Selection Optimization for Neural Network Training....Pages 610-620
Distributed Classification of Text Documents on Apache Spark Platform....Pages 621-630
A Hidden Markov Model with Controlled Non-parametric Emissions....Pages 631-643
Classifying Mutants with Decomposition Kernel....Pages 644-654
On Optimal Wavelet Bases for Classification of Melanoma Images Through Ensemble Learning....Pages 655-666
Comparison of SVM and Ontology-Based Text Classification Methods....Pages 667-680
Front Matter....Pages 681-681
Mapping Population and Mobile Pervasive Datasets into Individual Behaviours for Urban Ecosystems....Pages 683-694
A Decision Support System Based on Hybrid Metaheuristic for Solving the Constrained Capacitated Vehicle Routing Problem: The Tunisian Case....Pages 695-704
Iterative Learning in Repetitive Optimal Control of Linear Dynamic Processes....Pages 705-717
Front Matter....Pages 681-681
Toward a Knowledge Based Multi-agent Architecture for the Reactive Container Stacking in Seaport Terminals....Pages 718-728
Agents Retaining and Reusing of Experience Applied to Control of Semi-continuous Production Process....Pages 729-738
Constraint Solving-Based Automatic Generation of Mobile Agent Itineraries....Pages 739-748
Control Planning for Autonomous Off-Grid Outdoor Lighting Systems Based on Energy Consumption Preferences....Pages 749-757
Control of the Compass Gait Biped Robot....Pages 758-769
Back Matter....Pages 770-781
....Pages 783-786