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22nd ICAISC 2023: Zakopane, Poland - Part I
- Leszek Rutkowski
, Rafal Scherer
Artificial Intelligence and Soft Computing - 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18-22, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14125, Springer 2023, ISBN 978-3-031-42504-2
Neural Networks and Their Applications
- Jaroslaw Bilski
A Novel Approach to the GQR Algorithm for Neural Networks Training. 3-11 - Jaroslaw Bilski
On Speeding up the Levenberg-Marquardt Learning Algorithm. 12-22 - Eric Chalmers, Artur Luczak:
Reinforcement Learning with Brain-Inspired Modulation Improves Adaptation to Environmental Changes. 23-34 - Tizian Dagner, Rafael Parzeller, Selin Kesler:
Multi-Agent Deep Q-Network in Voxel-Based Automated Electrical Routing. 35-45 - Piotr Duda
The Analysis of Optimizers in Training Artificial Neural Networks Using the Streaming Approach. 46-55 - Tristan Falck, Duncan Coulter:
Training Neural Tensor Networks with Corrupted Relations. 56-67 - Lukasz Galka
Application of Monte Carlo Algorithms with Neural Network-Based Intermediate Area to the Thousand Card Game. 68-77 - Marcus Grum
Learning Representations by Crystallized Back-Propagating Errors. 78-100 - Pei-Yi Hao:
Fuzzy Hyperplane Based K-SVCR Multi-class Classification with Its Applications to Stock Prediction Problem. 101-111 - Bogdan Kwolek
Dynamic Hand Gesture Recognition for Human-Robot Collaborative Assembly. 112-121 - Michal Les
Transfer of Knowledge Among Instruments in Automatic Music Transcription. 122-133 - Mehrdad Mohannazadeh Bakhtiari, Andrea Villmann, Thomas Villmann
The Geometry of Decision Borders Between Affine Space Prototypes for Nearest Prototype Classifiers. 134-144 - Mehrdad Mohannazadeh Bakhtiari, Thomas Villmann
An Interpretable Two-Layered Neural Network Structure-Based on Component-Wise Reasoning. 145-156 - Mohamed Azouz Mrad
Viscosity Estimation of Water-PVP Solutions from Droplets Using Artificial Neural Networks and Image Processing. 157-166 - Bogdan Musat, Razvan Andonie:
Pruning Convolutional Filters via Reinforcement Learning with Entropy Minimization. 167-180 - Michal Perelkiewicz
Unsupervised Representation Learning: Target Regularization for Cross-Domain Sentiment Classification. 181-192 - Dawid Polap
Decentralized Federated Learning Loop with Constrained Trust Mechanism. 193-202 - Maghsood Salimi
Learning Activation Functions for Adversarial Attack Resilience in CNNs. 203-214 - Sergio Sanchez, Javier Machacuay
Federated Learning for Human Activity Recognition on the MHealth Dataset. 215-225 - William S. M. Silva, Priscila T. M. Saito, Pedro Henrique Bugatti:
Image Classification Through Graph Neural Networks and Random Walks. 226-235 - Timo Stadler, Sandra Weikl, Simon Wein, Peter Georg, Andreas Schäfer, Jan Dünnweber:
Bus Route Classification for Rural Areas Using Graph Convolutional Networks. 236-250 - Roman Statkevych
Expansion Rate Parametrization and K-Fold Based Inference with U-Net Neural Networks for Multiclass Medical Image Segmentation. 251-262 - Grzegorz Surówka
Transfer Learning from ImageNet to the Domain of Pigmented Nevi. 263-273 - Adane Nega Tarekegn
Towards Detecting Freezing of Gait Events Using Wearable Sensors and Genetic Programming. 274-285 - Eder Urbinate
CNN-LSTM Optimized by Genetic Algorithm in Time Series Forecasting: An Automatic Method to Use Deep Learning. 286-295 - Tomasz Walkowiak
Authorship Attribution of Literary Texts Using Named Entity Masking and MaxLogit-Based Sequence Classification for Varying Text Lengths. 296-303 - Ronalds Zakovskis
Gates Are Not What You Need in RNNs. 304-324 - Michal Zebrowski
Generating Image Captions in Polish Using Transformer Architecture. 325-336
Evolutionary Algorithms and Their Applications
- Thiago Giachetto de Araujo, Puca Huachi Vaz Penna
An Hybrid NSGA-II Algorithm for the Bi-objective Mobile Mammography Unit Routing Problem. 339-351 - Petr Bujok
Controlled Refresh of the Population in Differential Evolution for Real-World Problems. 352-362 - Piotr Dziwiñski
A New Hybrid Particle Swarm Optimization and Evolutionary Algorithm with Self-Adaptation Mechanism. 363-374 - Juan Manuel García Sánchez
Data Mining Car Configurator Clickstream Data to Identify Potential Consumers: A Genetic Algorithm Approach. 375-384 - Daniel Kucharski
Multi-population Algorithm Using Surrogate Models and Different Training Plans. 385-398 - Krystian Lapa
Multi-population-based Algorithms with Different Migration Topologies and Their Improvement by Population Re-initialization. 399-414 - Hammed Adeleye Mojeed
Machine Learning Assisted Interactive Multi-objectives Optimization Framework: A Proposed Formulation and Method for Overtime Planning in Software Development Projects. 415-426 - Syed Kumayl Raza Moosavi
Improved Barnacles Movement Optimizer (IBMO) Algorithm for Engineering Design Problems. 427-438 - Hugo Moreno
Evolutionary-Based Generative Design for Electric Transmission Towers. 439-450 - Radka Poláková
Ehnanced Grey Wolf Optimizer. 451-460
Artificial Intelligence in Modeling and Simulation
- Aneta Poniszewska-Maranda
Security Intelligence for Real-Time Security Monitoring Software. 463-474 - Yang Chen, Dustin J. Kempton
Examining Effects of Class Imbalance on Conditional GAN Training. 475-486 - Heitor F. Ferreira
Stochastic Model for Wildfire Simulation Based on the Characteristics of the Brazilian Cerrado. 487-496 - Jakub Grzeszczak
Test Case Generator for Problems of Complete Coverage and Path Planning for Emergency Response by UAVs. 497-509 - Maciej Klimas
Application of Artificial Neural Networks in Electric Arc Furnace Modeling. 510-521 - Eliza Kocic, Marcin Gabryel, Milan Kocic:
Profiling of Webshop Users in Terms of Price Sensitivity. 522-529 - Adam Krzyzak
Learning Bezier-Durrmeyer Type Descriptors for Classifying Curves - Preliminary Studies. 530-541 - Jakub Morkowski
Prediction Accuracy of Direction Changes with ELM, MLP and LSTM on the Example of Exchange Rates. 542-559 - M. K. Nallakaruppan, Gautam Srivastava, Thippa Reddy Gadekallu, M. Praveen Kumar Reddy, Sivarama Krishnan, Dawid Polap
Child Tracking and Prediction of Violence on Children In Social Media Using Natural Language Processing and Machine Learning. 560-569 - Marcel Rojahn
Adequate Basis for the Data-Driven and Machine-Learning-Based Identification. 570-588
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