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18th ICAISC 2019: Zakopane, Poland
- Leszek Rutkowski
, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz
Artificial Intelligence and Soft Computing - 18th International Conference, ICAISC 2019, Zakopane, Poland, June 16-20, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11508, Springer 2019, ISBN 978-3-030-20911-7
Neural Networks and Their Applications
- Tahani Alkhudaydi
SpikeletFCN: Counting Spikelets from Infield Wheat Crop Images Using Fully Convolutional Networks. 3-13 - Jaroslaw Bilski
Modifications of the Givens Training Algorithm for Artificial Neural Networks. 14-28 - João Pedro Augusto Costa
Deep Neural Networks Applied to the Dynamic Helper System in a GPGPU. 29-38 - Slawomir Dadas
Combining Neural and Knowledge-Based Approaches to Named Entity Recognition in Polish. 39-50 - Grzegorz Dudek
Sensitivity Analysis of the Neural Networks Randomized Learning. 51-61 - Magzhan Gabidolla, Alisher Iskakov, M. Fatih Demirci
On Approximating Metric Nearness Through Deep Learning. 62-72 - Allan Gurwicz
Smart Well Data Generation via Boundary-Seeking Deep Convolutional Generative Adversarial Networks. 73-84 - Dan Häberlein, Lars Kafurke, Sebastian Höfer, Bogdan Franczyk, Bernhard Jung, Erik Berger:
Resilient Environmental Monitoring Utilizing a Machine Learning Approach. 85-93 - Kazuki Hashiba, Yuko Osana:
Study of Learning Ability in Profit Sharing Using Convolutional Neural Network. 94-101 - Mateusz Heesch
Neural Net Model Predictive Controller for Adaptive Active Vibration Suppression of an Unknown System. 102-112 - Jan Kalina
Robust Training of Radial Basis Function Neural Networks. 113-124 - Marcin Korytkowski
Sequential Data Mining of Network Traffic in URL Logs. 125-130 - Adam Krzyzak
On Learning and Convergence of RBF Networks in Regression Estimation and Classification. 131-142 - Mateusz Modrzejewski
Application of Deep Neural Networks to Music Composition Based on MIDI Datasets and Graphical Representation. 143-152 - Hafiz Tayyab Mustafa, Fanghui Liu, Jie Yang, Zubair Khan
Dense Multi-focus Fusion Net: A Deep Unsupervised Convolutional Network for Multi-focus Image Fusion. 153-163 - Patryk Najgebauer
Microscopic Sample Segmentation by Fully Convolutional Network for Parasite Detection. 164-171 - Piotr Opielka, Janusz T. Starczewski
Application of Spiking Neural Networks to Fashion Classification. 172-180 - Michal Perelkiewicz
Text Language Identification Using Attention-Based Recurrent Neural Networks. 181-190 - Caique Reinhold, Mauro Roisenberg:
Filter Pruning for Efficient Transfer Learning in Deep Convolutional Neural Networks. 191-202 - Jan Rodziewicz-Bielewicz
Regularized Learning of Neural Network with Application to Sparse PCA. 203-214 - Andrzej Rusiecki
Trimmed Robust Loss Function for Training Deep Neural Networks with Label Noise. 215-222 - Piotr Woldan
On Proper Designing of Deep Structures for Image Classification. 223-235 - Xing Wu, Pawel Rózycki, Janusz Kolbusz, Bogdan M. Wilamowski:
Constructive Cascade Learning Algorithm for Fully Connected Networks. 236-247 - Maciej Zamorski, Adrian Zdobylak, Maciej Zieba
Generative Adversarial Networks: Recent Developments. 248-258
Fuzzy Systems and Their Applications
- Stanislav L. Belyakov
Fuzzy Modeling in the Task of Control Cartographic Visualization. 261-272 - Dmitry Frolov
Method for Generalization of Fuzzy Sets. 273-286 - Jabbar Abbas
The 2-Additive Choquet Integral of Bi-capacities. 287-295 - Sándor Jenei:
A New Class of Uninorm Aggregation Operations for Fuzzy Theory. 296-303 - Katarzyna Mis
Different Forms of Generalized Hypothetical Syllogism with Regard to R-Implications. 304-313 - Munyque Mittelmann
A Fuzzy-Dynamic Bayesian Network Approach for Inference Filtering. 314-323 - Guillaume Petiot:
The Estimation of Uncertain Gates: An Application to Educational Indicators. 324-334 - Wojciech Rafajlowicz
Fuzzy Reasoning in Control and Diagnostics of a Turbine Engine - A Case Study. 335-345 - Anton Romanov
Application of Type-2 Fuzzy Sets for Analyzing Production Processes. 346-357 - Tomasz Rutkowski, Krystian Lapa, Robert Nowicki, Radoslaw Nielek, Konrad Grzanek
On Explainable Recommender Systems Based on Fuzzy Rule Generation Techniques. 358-372 - Anna Tikhonenko-Kedziak
Different Aggregation Modes Applications Within the Framework of Weights Uncertainty. 373-384 - Yevgeniy V. Bodyanskiy
Fuzzy Clustering High-Dimensional Data Using Information Weighting. 385-395
Evolutionary Algorithms and Their Applications
- Joaquim de Andrade, Leila Silva, André Britto, Rodrigo Amaral:
Solving the Software Project Scheduling Problem with Hyper-heuristics. 399-411 - Bozena Borowska
Influence of Social Coefficient on Swarm Motion. 412-420 - Petr Bujok
An Evaluative Study of Adaptive Control of Population Size in Differential Evolution. 421-431 - Piotr Dziwiñski
A New Hybrid Particle Swarm Optimization and Evolutionary Algorithm. 432-444 - Tomas Kadavy
Evolutionary Algorithms Applied to a Shielding Enclosure Design. 445-455 - Krystian Lapa, Krzysztof Cpalka
Hybrid Multi-population Based Approach for Controllers Structure and Parameters Selection. 456-468 - Michael Cilliers, Duncan A. Coulter:
Improving Population Diversity Through Gene Methylation Simulation. 469-480 - Abhinav Nagpal
Strategizing Game Playing Using Evolutionary Approach. 481-492 - Dariusz Palka
Using the Evolutionary Computation Approach in the Initial Phase of Protocol Discovering. 493-505 - Roman Senkerik
Population Diversity Analysis in Adaptive Differential Evolution Variants with Unconventional Randomization Schemes. 506-518 - Adam Viktorin
Analyzing Control Parameters in DISH. 519-529 - Wei Wei, Bin Zhou, Rytis Maskeliunas
Iterative Design and Implementation of Rapid Gradient Descent Method. 530-539 - Marcin Zalasinski
The Method of Predicting Changes of a Dynamic Signature Using Possibilities of Population-Based Algorithms. 540-549
Pattern Classification
- Mateusz Baran
Application of Elastic Principal Component Analysis to Person Recognition Based on Screen Gestures. 553-560 - Alexandre Ashade Lassance Cunha
Sentiment Analysis of YouTube Video Comments Using Deep Neural Networks. 561-570 - Hamideh Hajiabadi
Layered Geometric Learning. 571-582 - Norbert Jankowski, Marek Orlinski:
Fast Algorithm for Prototypes Selection - Trust-Margin Prototypes. 583-594 - Ewaryst Rafajlowicz
Classifying Image Sequences with the Markov Chain Structure and Matrix Normal Distributions. 595-607 - Krzysztof Rzecki
The Elastic k-Nearest Neighbours Classifier for Touch Screen Gestures. 608-615 - Ewa Skubalska-Rafajlowicz
Whole Image and Modular Image Face Classification - What is Really Classified? 616-625 - Pawel Zyblewski
Classifier Selection for Highly Imbalanced Data Streams with Minority Driven Ensemble. 626-635
Artificial Intelligence in Modeling and Simulation
- Ilze Amanda Auzina, Suzanne Bardelmeijer, Jan Treur
On Sympathy and Symphony: Network-Oriented Modeling of the Adaptive Dynamics of Sympathy States. 639-651 - Miroslaw Pawlak, Jiaqing Lv:
Analysis of Large Scale Power Systems via LASSO Learning Algorithms. 652-662 - Pawel Pelka
Pattern-Based Forecasting Monthly Electricity Demand Using Multilayer Perceptron. 663-672 - Krzysztof Rzecki
Squirrel-Cage Induction Motor Malfunction Detection Using Computational Intelligence Methods. 673-684
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