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ORCID18th ICAISC 2019: Zakopane, Poland
- Leszek Rutkowski
, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
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, Ji Zhou, Beatriz de la Iglesia:
SpikeletFCN: Counting Spikelets from Infield Wheat Crop Images Using Fully Convolutional Networks. 3-13 - Jaroslaw Bilski, Bartosz Kowalczyk, Andrzej Cader:
Modifications of the Givens Training Algorithm for Artificial Neural Networks. 14-28 - João Pedro Augusto Costa, Omar Andrés Carmona Cortes, Valério Breno Santos Nunes de Oliveira, Ada Cristina França da Silva:
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, Adnan Yazici:
On Approximating Metric Nearness Through Deep Learning. 62-72 - Allan Gurwicz, Smith W. Arauco Canchumuni, Marco Aurélio Cavalcanti Pacheco:
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, Ziemowit Dworakowski:
Neural Net Model Predictive Controller for Adaptive Active Vibration Suppression of an Unknown System. 102-112 - Jan Kalina, Petra Vidnerová:
Robust Training of Radial Basis Function Neural Networks. 113-124 - Marcin Korytkowski, Jakub Nowak, Robert Nowicki, Kamila Milkowska, Magdalena Scherer, Piotr Goetzen:
Sequential Data Mining of Network Traffic in URL Logs. 125-130 - Adam Krzyzak, Marian Partyka:
On Learning and Convergence of RBF Networks in Regression Estimation and Classification. 131-142 - Mateusz Modrzejewski, Mateusz Dorobek, Przemyslaw Rokita:
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, Qiao Huang:
Dense Multi-focus Fusion Net: A Deep Unsupervised Convolutional Network for Multi-focus Image Fusion. 153-163 - Patryk Najgebauer, Rafal Grycuk, Leszek Rutkowski, Rafal Scherer, Agnieszka Siwocha:
Microscopic Sample Segmentation by Fully Convolutional Network for Parasite Detection. 164-171 - Piotr Opielka, Janusz T. Starczewski, Michal R. Wróbel, Katarzyna Nieszporek, Alina Marchlewska:
Application of Spiking Neural Networks to Fashion Classification. 172-180 - Michal Perelkiewicz, Rafal Poswiata:
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, Jacek Klimaszewski, Marcin Korzen:
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, Pawel Staszewski, Leszek Rutkowski, Konrad Grzanek:
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, Jerzy Swiatek:
Generative Adversarial Networks: Recent Developments. 248-258
Fuzzy Systems and Their Applications
- Stanislav L. Belyakov, Alexander V. Bozhenyuk, Janusz Kacprzyk, Margarita Knyazeva:
Fuzzy Modeling in the Task of Control Cartographic Visualization. 261-272 - Dmitry Frolov, Boris G. Mirkin, Susana Nascimento, Trevor I. Fenner:
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, Michal Baczynski:
Different Forms of Generalized Hypothetical Syllogism with Regard to R-Implications. 304-313 - Munyque Mittelmann, Jerusa Marchi, Aldo von Wangenheim:
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, Wojciech Domski, Andrzej Jablonski, Adam Ratajczak, Wojciech Tarnawski, Zbigniew Zajda:
Fuzzy Reasoning in Control and Diagnostics of a Turbine Engine - A Case Study. 335-345 - Anton Romanov, Aleksey A. Filippov, Nadezhda G. Yarushkina:
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, Miroslaw Kurkowski:
Different Aggregation Modes Applications Within the Framework of Weights Uncertainty. 373-384 - Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Sergii V. Mashtalir:
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, Lukasz Bartczuk, Piotr Goetzen:
A New Hybrid Particle Swarm Optimization and Evolutionary Algorithm. 432-444 - Tomas Kadavy, Stanislav Kovar, Michal Pluhacek, Adam Viktorin, Roman Senkerik:
Evolutionary Algorithms Applied to a Shielding Enclosure Design. 445-455 - Krystian Lapa, Krzysztof Cpalka, Józef Paszkowski:
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, Goldie Gabrani:
Strategizing Game Playing Using Evolutionary Approach. 481-492 - Dariusz Palka, Marcin Piekarczyk, Krzysztof Wójcik:
Using the Evolutionary Computation Approach in the Initial Phase of Protocol Discovering. 493-505 - Roman Senkerik, Adam Viktorin, Tomas Kadavy, Michal Pluhacek, Anezka Kazikova, Quoc Bao Diep, Ivan Zelinka:
Population Diversity Analysis in Adaptive Differential Evolution Variants with Unconventional Randomization Schemes. 506-518 - Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy:
Analyzing Control Parameters in DISH. 519-529 - Wei Wei, Bin Zhou, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak:
Iterative Design and Implementation of Rapid Gradient Descent Method. 530-539 - Marcin Zalasinski, Krystian Lapa, Krzysztof Cpalka, Alina Marchlewska:
The Method of Predicting Changes of a Dynamic Signature Using Possibilities of Population-Based Algorithms. 540-549
Pattern Classification
- Mateusz Baran, Leszek Siwik, Krzysztof Rzecki:
Application of Elastic Principal Component Analysis to Person Recognition Based on Screen Gestures. 553-560 - Alexandre Ashade Lassance Cunha, Melissa Carvalho Costa, Marco Aurélio Cavalcanti Pacheco:
Sentiment Analysis of YouTube Video Comments Using Deep Neural Networks. 561-570 - Hamideh Hajiabadi, Reza Godaz, Morteza Ghasemi, Reza Monsefi:
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, Leszek Siwik, Mateusz Baran:
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, Pawel Ksieniewicz, Michal Wozniak:
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, Grzegorz Dudek:
Pattern-Based Forecasting Monthly Electricity Demand Using Multilayer Perceptron. 663-672 - Krzysztof Rzecki, Bartosz Wójcik, Mateusz Baran, Maciej Sulowicz:
Squirrel-Cage Induction Motor Malfunction Detection Using Computational Intelligence Methods. 673-684
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