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15. ICAISC 2016: Zakopane, Poland
- Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer
, Ryszard Tadeusiewicz
Artificial Intelligence and Soft Computing - 15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part I. Lecture Notes in Computer Science 9692, Springer 2016, ISBN 978-3-319-39377-3
Neural Networks and Their Applications
- Babajide O. Ayinde, Ehsan Hosseini-Asl, Jacek M. Zurada:
Visualizing and Understanding Nonnegativity Constrained Sparse Autoencoder in Deep Learning. 3-14 - Sebastián Basterrech
Experimental Analysis of Forecasting Solar Irradiance with Echo State Networks and Simulating Annealing. 15-24 - Andrzej Bielecki
Neural System for Power Load Prediction in a Week Time Horizon. 25-34 - Jaroslaw Bilski
A New Proposition of the Activation Function for Significant Improvement of Neural Networks Performance. 35-45 - Jaroslaw Bilski
Application of the Givens Rotations in the Neural Network Learning Algorithm. 46-56 - Jaroslaw Bilski
Parallel Learning of Feedforward Neural Networks Without Error Backpropagation. 57-69 - Dariusz Burak:
Parallelization of Image Encryption Algorithm Based On Chaotic Neural Networks. 70-80 - Ziemowit Dworakowski
Ensemble ANN Classifier for Structural Health Monitoring. 81-90 - Dor Gotleyb, Grazia Lo Sciuto
Characterisation and Modeling of Organic Solar Cells by Using Radial Basis Neural Networks. 91-103 - Krzysztof Halawa
Method Enabling the First Hidden Layer of Multilayer Perceptrons to Make Division of Space with Various Hypercurves. 104-113 - Wojciech K. Mleczko, Robert K. Nowicki
Rough Restricted Boltzmann Machine - New Architecture for Incomplete Input Data. 114-125 - Marek Rogalski, Piotr S. Szczepaniak:
Word Embeddings for the Polish Language. 126-135 - Pawel Rózycki
Estimation of Deep Neural Networks Capabilities Using Polynomial Approach. 136-147 - Ewa Skubalska-Rafajlowicz:
Training Neural Networks by Optimizing Random Subspaces of the Weight Space. 148-157 - Xing Wu, Pawel Rózycki
Single Layer Feedforward Networks Construction Based on Orthogonal Least Square and Particle Swarm Optimization. 158-169
Fuzzy Systems and Their Applications
- Saso Blazic
Problems of Identification of Cloud-Based Fuzzy Evolving Systems. 173-182 - Sarah Greenfield:
Uncertainty Measurement for the Interval Type-2 Fuzzy Set. 183-194 - Sarah Greenfield, Francisco Chiclana
Slicing Strategies for the Generalised Type-2 Mamdani Fuzzy Inferencing System. 195-205 - István Á. Harmati
On the Sensitivity of Weighted General Mean Based Type-2 Fuzzy Signatures. 206-218 - Krystian Jobczyk, Antoni Ligeza, Krzysztof Kluza
Selected Temporal Logic Systems: An Attempt at Engineering Evaluation. 219-229 - Krystian Lapa
New Approach for Nonlinear Modelling Based on Online Designing of the Fuzzy Rule Base. 230-247 - Krystian Lapa
New Approach for Interpretability of Neuro-Fuzzy Systems with Parametrized Triangular Norms. 248-265 - Bartosz Poletajew, Adam Slowik
An Application of Fuzzy Logic to Traffic Lights Control and Simulation in Real Time. 266-275 - Marek Poplawski:
Implementation of a Parallel Fuzzy System in the FPGA Circuit. 276-283 - Andrzej Przybyl
The Method of Hardware Implementation of Fuzzy Systems on FPGA. 284-298 - Krzysztof Renkas, Adam Niewiadomski:
Learning Rules for Hierarchical Fuzzy Logic Systems Using Wu & Mendel IF-THEN Rules Quality Measures. 299-310 - Jaroslaw Rudy
Cyclic Scheduling Line with Uncertain Data. 311-320 - Wojciech Salabun
Identification of a Multi-criteria Model of Location Assessment for Renewable Energy Sources. 321-332 - Lukasz Strobin, Adam Niewiadomski:
Integration of Multiple Graph Datasets and Their Linguistic Summaries: An Application to Linked Data. 333-343 - Piotr Szwed
Combining Fuzzy Cognitive Maps and Discrete Random Variables. 344-355
Evolutionary Algorithms and Their Applications
- Maria José de Paula Castanho, Angelita Maria de Ré, Fábio Hernandes, Emanuel da Costa Luz, Mauro Miazaki
Natural Computing in Pump-Scheduling Optimization for Water Supply System: Case Study. 359-369 - Marcin Czajkowski
Hybrid Parallelization of Evolutionary Model Tree Induction. 370-379 - Tomasz Kapuscinski, Robert K. Nowicki
Application of Genetic Algorithms in the Construction of Invertible Substitution Boxes. 380-391 - Matevz Kunaver
Grammatical Evolution in a Matrix Factorization Recommender System. 392-400 - Waclaw Kus
Memetic Optimization of Graphene-Like Materials on Intel PHI Coprocessor. 401-410 - Jan Kusiak, Pawel M. Morkisz
On Aggregation of Stages in Multi-criteria Optimization of Chain Structured Processes. 411-419 - Miguel León Ortiz, Ning Xiong:
A New Differential Evolution Algorithm with Alopex-Based Local Search. 420-431 - Krystian Lapa, Krzysztof Cpalka, Petia D. Koprinkova-Hristova
New Method for Fuzzy Nonlinear Modelling Based on Genetic Programming. 432-449 - Krystian Lapa
Aspects of Evolutionary Construction of New Flexible PID-fuzzy Controller. 450-464 - Michal Pluhacek
Chaos Enhanced Repulsive MC-PSO/DE Hybrid. 465-475 - Andrzej Przybyl
The Method of the Evolutionary Designing the Elastic Controller Structure. 476-492 - Roman Senkerik
Extended Study on the Randomization and Sequencing for the Chaos Embedded Heuristic. 493-504 - Leszek Siwik
Hierarchical and Massively Interactive Approaches for Hybridization of Evolutionary Computations and Agent Systems - Comparison in Financial Application. 505-516 - Adam Viktorin
Multi-chaotic System Induced Success-History Based Adaptive Differential Evolution. 517-527
Pattern Classification
- Marzena Bielecka
Generalized Shape Language Application to Detection of a Specific Type of Bone Erosion in X-ray Images. 531-540 - Marcin Blachnik
On the Relation Between kNN Accuracy and Dataset Compression Level. 541-551 - Jerzy Blaszczynski
Diversity Analysis on Imbalanced Data Using Neighbourhood and Roughly Balanced Bagging Ensembles. 552-562 - Robert Burduk, Paulina Baczynska:
Dynamic Ensemble Selection Using Discriminant Functions and Normalization Between Class Labels - Approach to Binary Classification. 563-570 - Moses Effiong Ekpenyong
Towards a Hybrid Learning Approach to Efficient Tone Pattern Recognition. 571-583 - Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Michal Dolecki:
Linguistic Descriptors and Analytic Hierarchy Process in Face Recognition Realized by Humans. 584-596 - Przemyslaw Klesk
Quick Real-Boost with: Weight Trimming, Exponential Impurity, Bins, and Pruning. 597-609 - Miroslaw Kordos:
Instance Selection Optimization for Neural Network Training. 610-620 - Piotr Semberecki, Henryk Maciejewski
Distributed Classification of Text Documents on Apache Spark Platform. 621-630 - Atid Shamaie:
A Hidden Markov Model with Controlled Non-parametric Emissions. 631-643 - Joanna Strug
Classifying Mutants with Decomposition Kernel. 644-654 - Grzegorz Surowka, Maciej Ogorzalek
On Optimal Wavelet Bases for Classification of Melanoma Images Through Ensemble Learning. 655-666 - Krzysztof Wróbel
Comparison of SVM and Ontology-Based Text Classification Methods. 667-680
Agent Systems, Robotics and Control
- Radoslaw Klimek
Mapping Population and Mobile Pervasive Datasets into Individual Behaviours for Urban Ecosystems. 683-694 - Marwa Harzi, Saoussen Krichen:
A Decision Support System Based on Hybrid Metaheuristic for Solving the Constrained Capacitated Vehicle Routing Problem: The Tunisian Case. 695-704 - Ewaryst Rafajlowicz, Wojciech Rafajlowicz:
Iterative Learning in Repetitive Optimal Control of Linear Dynamic Processes. 705-717 - Ines Rekik, Sabeur Elkosantini
Toward a Knowledge Based Multi-agent Architecture for the Reactive Container Stacking in Seaport Terminals. 718-728 - Gabriel Rojek
Agents Retaining and Reusing of Experience Applied to Control of Semi-continuous Production Process. 729-738 - Ichiro Satoh:
Constraint Solving-Based Automatic Generation of Mobile Agent Itineraries. 739-748 - Igor Wojnicki:
Control Planning for Autonomous Off-Grid Outdoor Lighting Systems Based on Energy Consumption Preferences. 749-757 - Ao Xi:
Control of the Compass Gait Biped Robot. 758-769 - Yijin Zhao:
H∞ Optimal Actuator and Sensor Placement for Linear Systems. 770-781
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