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22nd ICAISC 2023: Zakopane, Poland - Part II
- Leszek Rutkowski

, Rafal Scherer
, Marcin Korytkowski
, Witold Pedrycz
, Ryszard Tadeusiewicz
, Jacek M. Zurada
:
Artificial Intelligence and Soft Computing - 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18-22, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14126, Springer 2023, ISBN 978-3-031-42507-3
Computer Vision, Image and Speech Analysis
- Andrea Alfarano, Giorgio De Magistris, Leonardo Mongelli, Samuele Russo, Janusz T. Starczewski, Christian Napoli

:
A Novel ConvMixer Transformer Based Architecture for Violent Behavior Detection. 3-16 - Soundes Belkacem

:
Speech Emotion Recognition: Recent Advances and Current Trends. 17-25 - Mykola Beshley

, Pastukh Volodymyr
, Halyna Beshley
, Michal Gregus
:
A Smartphone-Based Computer Vision Assistance System with Neural Network Depth Estimation for the Visually Impaired. 26-36 - Clopas Kwenda

, Mandlenkosi Victor Gwetu
, Jean Vincent Fonou Dombeu
:
Hybrid Learning Model for Satellite Forest Image Segmentation. 37-47 - Walid Messaoud, Rim Trabelsi, Adnane Cabani, Fatma Abdelkefi:

Adaptive Pruning for Multi-Head Self-Attention. 48-57 - Patryk Najgebauer

, Rafal Scherer
, Rafal Grycuk
, Jakub Walczak
, Adam Wojciechowski
, Ewa Lada-Tondyra
:
Fast Visual Imperfection Detection when Real Negative Examples are Unavailable. 58-68 - Jan Rodziewicz-Bielewicz

, Marcin Korzen
:
Vision-Based Mobile Robots Control Along a Given Trajectory. 69-77 - Anagha Srinivasa, Anjali Praveen, Anusha Mavathur, Apurva Pothumarthi, Arti Arya

, Pooja Agarwal
:
Text Guided Facial Image Synthesis Using StyleGAN and Variational Autoencoder Trained CLIP. 78-90 - Benjamin Stecker

, Hans Brandt-Pook
:
Application of Object Detection Models for the Detection of Kitchen Furniture - A Comparison. 91-101 - Pham Son Tung, Thai Thanh Do, Pham Hong Giang, Phan Duy Hung:

Support Learning Vovinam Exercises Based on Computer Vision. 102-111 - Michal Wieczorek

, Jakub Silka
, Martyna Kobielnik
, Marcin Wozniak
:
Semantic Segmentation Neural Network in Automatic Weapon Detection. 112-120
Various Problems of Artificial Intelligence
- Adam Kiersztyn

, Krystyna Kiersztyn
, Grzegorz Panasiewicz
, Martyna Bieniek-Kobuszewska
:
An Application of Fuzzy Techniques to Predict the Polymorphism of Selected Microsatellite Sequences. 123-133 - Jacek Mandziuk

, Patryk Walczak:
Monte Carlo Tree Search with Metaheuristics. 134-144 - Benjamin McConnell, Daniel Del Monaco, Mahdieh Zabihimayvan, Fatemeh Abdollahzadeh, Samir Hamada:

Phishing Attack Detection: An Improved Performance Through Ensemble Learning. 145-157 - Pradnya Sawant

, Kavita V. Sonawane
:
Removing Ambiguity in Natural Language for Generating Self-Join Queries. 158-169 - Magdalena Scherer

:
Predicting Churn Rate in Companies. 170-175 - Ana Starcevic

, Boris Vucinic, Ilona Karpiel
:
Training Set Preparation for Deep Model Learning Inpatients with Ischemic Brain Lesions and Gender Identity Disorder. 176-191 - Tobias Weiss

, Simon Reichhuber
, Sven Tomforde
:
From Simulated to Real Environments: Q-Learning for MAZE-Navigation of a TurtleBot. 192-203
Bioinformatics, Biometrics and Medical Applications
- Khadija Iddrisu, Sylwia Malec

, Alessandro Crimi
:
3D Reconstructions of Brain from MRI Scans Using Neural Radiance Fields. 207-218 - Karina Beatriz Jimenes Vargas

, Yunierkis Pérez-Castillo
, Eduardo Tejera
, Cristian R. Munteanu
:
Exploring Target Identification for Drug Design with K-Nearest Neighbors' Algorithm. 219-227 - Andrzej Kloczkowski

, Juan Luis Fernández Martínez
, Zulima Fernández-Muñiz
:
Computational Models for COVID-19 Dynamics Prediction. 228-238 - Vasyl P. Marzeniuk

, Aleksandra Klos-Witkowska
, Andrii Semenets
:
Electrochemical Biosensor Design Through Data-Driven Modeling Incorporating Meta-Analysis and Big Data Workflow. 239-250 - Mateusz Mastalerczyk, Tomasz Szczepanik, Marcin Zalasinski

:
A New Method of Verification of Dynamic Signatures Changing over Time with Decomposition and Selection of Characteristic Descriptors. 251-257 - Szymon Mazurek

, Rosmary Blanco
, Joan Falcó-Roget
, Jan K. Argasinski
, Alessandro Crimi
:
Impact of the Pre-processing and Balancing of EEG Data on the Performance of Graph Neural Network for Epileptic Seizure Classification. 258-268 - Piotr Pluta

, Robert Cierniak
:
A New Rebinning Reconstruction Method for the Low Dose CT Scanners with Flying Focal Spot. 269-278
Data Mining and Pattern Classification
- Mykola Beshley

, Olena Hordiichuk-Bublivska
, Halyna Beshley
, Iryna Ivanochko
:
Advancing Singular Value Decomposition Techniques for Enhanced Data Mining in Recommender Systems. 281-290 - Rodrigo Colnago Contreras

, Monique Simplicio Viana
, Rodrigo Capobianco Guido
:
An Experimental Analysis on Mapping Strategies for Cepstral Coefficients Multi-projection in Voice Spoofing Detection Problem. 291-306 - Huynh Anh Duy, Huynh Anh Khoa, Phan Duy Hung:

Mining Correlated High-Utility Itemsets Using the Cosine Measure. 307-319 - Darya Forouzanfar

, Narges Manouchehri
, Nizar Bouguila
:
Bayesian Inference in Infinite Multivariate McDonald's Beta Mixture Model. 320-330 - Doaa Ibrahim, Diana Inkpen, Hussein Al Osman:

Cannabis Use Estimators Within Canadian Population Using Social Media Based on Deep Learning Tools. 331-342 - Jan Kalina

, Barbora Pestová:
On the Bayesian Interpretation of Penalized Statistical Estimators. 343-352 - Firuz Kamalov

, Hana Sulieman
, Aswani Kumar Cherukuri
:
Synthetic Data for Feature Selection. 353-365 - Szymon Niewiadomski

, Grzegorz Mzyk
:
ML Support for Conformity Checks in CMDB-Like Databases. 366-376 - Nguyen Bao Phuoc, Duong Thuy Trang, Phan Duy Hung:

An Improvement of Graph Neural Network for Multi-behavior Recommendation. 377-387 - Georges Spyrides

, Marcus Poggi
, Hélio Lopes
:
Binary Matrix Factorization Discretization. 388-401 - Pawel Trajdos

, Robert Burduk
, Andrzej Kasprzak
:
Combining Linear Classifiers Using Score Function Based on Distance to Decision Boundary. 402-411

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