ICAISC (1)

Publications

2023

Eliza Kocic, Marcin Gabryel, Milan Kocic
Profiling of Webshop Users in Terms of Price Sensitivity. ICAISC (1) (2023)
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. ICAISC (1) (2023)
Jakub Morkowski
Prediction Accuracy of Direction Changes with ELM, MLP and LSTM on the Example of Exchange Rates. ICAISC (1) (2023)
Tristan Falck, Duncan Coulter
Training Neural Tensor Networks with Corrupted Relations. ICAISC (1) (2023)
Michal Perelkiewicz, Rafal Poswiata, Jakub Kierzkowski
Unsupervised Representation Learning: Target Regularization for Cross-Domain Sentiment Classification. ICAISC (1) (2023)
Petr Bujok, Martin Lacko, Patrik Kolenovsky
Controlled Refresh of the Population in Differential Evolution for Real-World Problems. ICAISC (1) (2023)
Hugo Moreno, Pablo S. Naharro, Antonio LaTorre, José-María Peña
Evolutionary-Based Generative Design for Electric Transmission Towers. ICAISC (1) (2023)
Maghsood Salimi, Mohammad Loni, Marjan Sirjani
Learning Activation Functions for Adversarial Attack Resilience in CNNs. ICAISC (1) (2023)
Roman Statkevych, Yuri G. Gordienko, Sergii G. Stirenko
Expansion Rate Parametrization and K-Fold Based Inference with U-Net Neural Networks for Multiclass Medical Image Segmentation. ICAISC (1) (2023)
Yang Chen, Dustin J. Kempton, Rafal A. Angryk
Examining Effects of Class Imbalance on Conditional GAN Training. ICAISC (1) (2023)
Lukasz Galka, Pawel Karczmarek, Dariusz Czerwinski
Application of Monte Carlo Algorithms with Neural Network-Based Intermediate Area to the Thousand Card Game. ICAISC (1) (2023)
Tomasz Walkowiak
Authorship Attribution of Literary Texts Using Named Entity Masking and MaxLogit-Based Sequence Classification for Varying Text Lengths. ICAISC (1) (2023)
Pei-Yi Hao
Fuzzy Hyperplane Based K-SVCR Multi-class Classification with Its Applications to Stock Prediction Problem. ICAISC (1) (2023)
Jaroslaw Bilski, Bartosz Kowalczyk
A Novel Approach to the GQR Algorithm for Neural Networks Training. ICAISC (1) (2023)
Dawid Polap, Katarzyna Prokop, Gautam Srivastava, Jerry Chun-Wei Lin
Decentralized Federated Learning Loop with Constrained Trust Mechanism. ICAISC (1) (2023)
Thiago Giachetto de Araujo, Puca Huachi Vaz Penna, Marcone Jamilson Freitas Souza
An Hybrid NSGA-II Algorithm for the Bi-objective Mobile Mammography Unit Routing Problem. ICAISC (1) (2023)
Marcel Rojahn, Maximilian Ambros, Tibebu Biru, Hermann Krallmann, Norbert Gronau, Marcus Grum
Adequate Basis for the Data-Driven and Machine-Learning-Based Identification. ICAISC (1) (2023)
Mehrdad Mohannazadeh Bakhtiari, Thomas Villmann
An Interpretable Two-Layered Neural Network Structure-Based on Component-Wise Reasoning. ICAISC (1) (2023)
Radka Poláková, Daniel Valenta
Ehnanced Grey Wolf Optimizer. ICAISC (1) (2023)
Heitor F. Ferreira, Claudiney R. Tinoco, Luiz G. A. Martins, Gina M. B. Oliveira
Stochastic Model for Wildfire Simulation Based on the Characteristics of the Brazilian Cerrado. ICAISC (1) (2023)
Eder Urbinate, Fernando Itano, Emilio Del-Moral-Hernandez
CNN-LSTM Optimized by Genetic Algorithm in Time Series Forecasting: An Automatic Method to Use Deep Learning. ICAISC (1) (2023)
Ronalds Zakovskis, Andis Draguns, Eliza Gaile, Emils Ozolins, Karlis Freivalds
Gates Are Not What You Need in RNNs. ICAISC (1) (2023)
Jaroslaw Bilski, Bartosz Kowalczyk, Jacek Smolag
On Speeding up the Levenberg-Marquardt Learning Algorithm. ICAISC (1) (2023)
Maciej Klimas, Dariusz Grabowski
Application of Artificial Neural Networks in Electric Arc Furnace Modeling. ICAISC (1) (2023)
Marcus Grum
Learning Representations by Crystallized Back-Propagating Errors. ICAISC (1) (2023)
Piotr Duda, Mateusz Wojtulewicz, Leszek Rutkowski
The Analysis of Optimizers in Training Artificial Neural Networks Using the Streaming Approach. ICAISC (1) (2023)
Mehrdad Mohannazadeh Bakhtiari, Andrea Villmann, Thomas Villmann
The Geometry of Decision Borders Between Affine Space Prototypes for Nearest Prototype Classifiers. ICAISC (1) (2023)
Michal Les, Michal Wozniak
Transfer of Knowledge Among Instruments in Automatic Music Transcription. ICAISC (1) (2023)
Eric Chalmers, Artur Luczak
Reinforcement Learning with Brain-Inspired Modulation Improves Adaptation to Environmental Changes. ICAISC (1) (2023)
Hammed Adeleye Mojeed, Rafal Szlapczynski
Machine Learning Assisted Interactive Multi-objectives Optimization Framework: A Proposed Formulation and Method for Overtime Planning in Software Development Projects. ICAISC (1) (2023)
Grzegorz Surówka
Transfer Learning from ImageNet to the Domain of Pigmented Nevi. ICAISC (1) (2023)
Michal Zebrowski, Jacek Komorowski
Generating Image Captions in Polish Using Transformer Architecture. ICAISC (1) (2023)
Krystian Lapa
Multi-population-based Algorithms with Different Migration Topologies and Their Improvement by Population Re-initialization. ICAISC (1) (2023)
Daniel Kucharski, Krzysztof Cpalka
Multi-population Algorithm Using Surrogate Models and Different Training Plans. ICAISC (1) (2023)
Jakub A. Grzeszczak, Krzysztof Trojanowski, Artur Mikitiuk
Test Case Generator for Problems of Complete Coverage and Path Planning for Emergency Response by UAVs. ICAISC (1) (2023)
William S. M. Silva, Priscila T. M. Saito, Pedro Henrique Bugatti
Image Classification Through Graph Neural Networks and Random Walks. ICAISC (1) (2023)
Syed Kumayl Raza Moosavi, Muhammad Hamza Zafar, Seyedali Mirjalili, Filippo Sanfilippo
Improved Barnacles Movement Optimizer (IBMO) Algorithm for Engineering Design Problems. ICAISC (1) (2023)
Adane Nega Tarekegn, Faouzi Alaya Cheikh, Muhammad Sajjad, Mohib Ullah
Towards Detecting Freezing of Gait Events Using Wearable Sensors and Genetic Programming. ICAISC (1) (2023)
Juan Manuel García Sánchez, Xavier Vilasís-Cardona, Alvaro Garcia-Piquer, Alexandre Lerma Martín
Data Mining Car Configurator Clickstream Data to Identify Potential Consumers: A Genetic Algorithm Approach. ICAISC (1) (2023)
Tizian Dagner, Rafael Parzeller, Selin Kesler
Multi-Agent Deep Q-Network in Voxel-Based Automated Electrical Routing. ICAISC (1) (2023)
Bogdan Musat, Razvan Andonie
Pruning Convolutional Filters via Reinforcement Learning with Entropy Minimization. ICAISC (1) (2023)
Piotr Dziwiñski, Lukasz Bartczuk
A New Hybrid Particle Swarm Optimization and Evolutionary Algorithm with Self-Adaptation Mechanism. ICAISC (1) (2023)
Bogdan Kwolek, Shinji Sako
Dynamic Hand Gesture Recognition for Human-Robot Collaborative Assembly. ICAISC (1) (2023)
Timo Stadler, Sandra Weikl, Simon Wein, Peter Georg, Andreas Schäfer, Jan Dünnweber
Bus Route Classification for Rural Areas Using Graph Convolutional Networks. ICAISC (1) (2023)
Aneta Poniszewska-Maranda, Radoslaw Grela, Natalia Kryvinska
Security Intelligence for Real-Time Security Monitoring Software. ICAISC (1) (2023)
Adam Krzyzak, Wojciech Rafajlowicz, Ewaryst Rafajlowicz
Learning Bezier-Durrmeyer Type Descriptors for Classifying Curves - Preliminary Studies. ICAISC (1) (2023)
Mohamed Azouz Mrad, Kristóf Csorba, Dorián László Galata, Zsombor Kristóf Nagy, Hassan Charaf
Viscosity Estimation of Water-PVP Solutions from Droplets Using Artificial Neural Networks and Image Processing. ICAISC (1) (2023)
Sergio Sanchez, Javier Machacuay, Mario Quinde
Federated Learning for Human Activity Recognition on the MHealth Dataset. ICAISC (1) (2023)

volume 14125, 2023

Artificial Intelligence and Soft Computing - 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18-22, 2023, Proceedings, Part I ICAISC (1) 14125 (2023)

volume 13588, 2023

Artificial Intelligence and Soft Computing - 21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part I ICAISC (1) 13588 (2023)