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ORCID23rd ICAISC 2024: Zakopane, Poland - Part III
- Leszek Rutkowski
, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 23rd International Conference, ICAISC 2024, Zakopane, Poland, June 16-20, 2024, Proceedings, Part III. Lecture Notes in Computer Science 15166, Springer 2025, ISBN 978-3-031-81595-9
Various Problems of Artificial Intelligence
- Eugene Alooeff:
Agent-Based Model for Field Service Management. 3-18 - Luca Anzilli:
Evaluating Policy Effectiveness to Enhance Smart Farming Technologies Adoption Using Fuzzy Logic and Sugeno Integral. 19-29 - Lukasz Bartczuk:
Functional Based Fuzzy Logic Query Library. 30-38 - Uwe M. Borghoff, Mark Minas, Kim Mönch:
Automatic Program Assessment, Grading and Code Generation: Possible AI-Support in a Software Development Course. 39-51 - Piotr Cisowski, Aneta Mackiewicz, Lukasz Mikolajczyk, Jakub Nowak, Pawel Drozda, Kelton Augusto Pontara da Costa:
Computer Network User Profiling Using Firewall Logs and ANFIS-Based Hybrid Systems. 52-64 - Pawel Drozda, Krzysztof Ropiak, Lukasz Mozalewski, Mikolaj Malaczynski, Mateusz Frukacz:
Different Approaches for Customer Lifetime Value in e-Book Subscription Domain. 65-76 - Maija Kale, Matiss Rikters:
Tweeting on an Empty Stomach: Unpacking Food Price Hikes and Inflation via Twitter. 77-91 - Maryam Kia, Jordan Cramer, Artur Luczak:
Memory Augmented Multi-agent Reinforcement Learning for Cooperative Environment. 92-103 - Adam Kiersztyn, Krystyna Kiersztyn, Rafal Lopucki, Patrycja Jedrzejewska-Rzezak, Ewa Sajnaga:
The Use of Fuzzy Sets in the Classification of Metagenomic Data. 104-113 - Mateusz Modrzejewski, Szymon Skarzynski, Przemyslaw Rokita:
Speech Deepfake Recognition with Data-Efficient Vision Transformers. 114-123 - Inzamam Mashood Nasir, Sara Tehsin, Robertas Damasevicius, Adam Zielonka, Marcin Wozniak:
Explainable Cubic Attention-Based Autoencoder for Skin Cancer Classification. 124-134 - Nelishia Pillay, Gisele Marais:
A Study of Classifiers for Marking Short Answers in Intelligent Tutoring Systems. 135-142 - Wojciech Palacz, Grazyna Slusarczyk, Barbara Strug:
Ontology-Based Rare Disease Database Integration-Practical Issues and Challenges. 143-152 - Michal Perelkiewicz, Rafal Poswiata:
A Review of the Challenges with Massive Web-Mined Corpora Used in Large Language Models Pre-training. 153-163 - Olena O. Semenova, Natalia Kryvinska, Christian Napoli, Andriy O. Semenov, Andrii Lutsyshyn:
A Hybrid Approach Towards Vertical Handover in 5G Networks Using Genetic Neuro-Fuzzy Controller. 164-175 - Jakub Silka, Michal Wieczorek, Katarzyna Wiltos, Marcin Wozniak:
Swarm Optimization for Enhanced Random Forest-Based IoT Security. 176-185 - Tomasz Szczepanik, Marcin Zalasinski:
PV Solar Power Forecasting Using a Subset of Characteristic Features Selected by AI Methods. 186-195 - Michal Szczerba, Jaroslaw Kobiela, Slawomir Stemplewski:
Pain Intensity Assessment Using Recurrent Neural Networks. 196-205 - Linjuan Xie, Jiang Xiong, Jiong Wang, Jinkui Liu:
Improving YOLOv8: An Algorithm Based on EfficientRepHead and BIFPN. 206-215 - Michal Zakrzewski, Mariana Temnyk, Taras Rumezhak, Volodymyr Karpiv:
T-REX: Trustworthy and Reliable EXplainability Framework. 216-227
Bioinformatics, Biometrics and Medical Applications
- Dang Minh Anh, Phan Duy Hung:
Multi-label Long-Tailed Disease Recognition on Chest X-ray Images. 231-240 - Uwe M. Borghoff, Klaus Buchenrieder:
Myo-to-Gesture: Evolving AI-Based Innovations in Myoelectric Signal Processing - State-of-the-Art Survey and Research Proposal. 241-252 - Rodrigo Colnago Contreras, Caio Ulisses Silva Carmassi, Monique Simplicio Viana, Önsen Toygar, Rodrigo Capobianco Guido:
A New Image Enhancement-Based Framework for Spoofing Detection in Ear-Based Biometric Authentication Systems. 253-269 - Ana Duarte, Orlando Belo:
From Omics Data to Candidate Genes: An Innovative Machine Learning Approach for Biomarker Identification. 270-278 - Eshel Faraggi, Robert L. Jernigan, Andrzej Kloczkowski:
Machine Learning-Based Tool for Efficient Discrimination Between Deleterious and Neutral Missense Mutations. 279-289 - Ana L. Franco, Cristiano M. Agulhari, Pedro Henrique Bugatti, Priscila T. M. Saito:
Classification of Cardiac Arrhythmias Using 1D and 2D Convolutional Neural Networks. 290-300 - Ilona Karpiel, Ana Starcevic, Patrycja Mazgaj, Klaudia Duch:
Can Algorithms Used in Automatic Preprocessing Affect the Final Value of Brain Volume? - Preliminary Study. 301-315 - Diego Rafael Lucio, Luiz A. Zanlorensi, Viviane Shiraishi Besson, Yandre Maldonado e Gomes da Costa, David Menotti:
Pupil Constrictions and Dilations Effects as Data Augmentation on an Iris Recognition CNN Approach. 316-325 - Mahjabin Rahman Oishe, S. M. Mahedy Hasan, Minhaz F. Zibran:
Breaking the Mold: ViT-CNN Fusion for Enhanced Glaucoma Prediction in OCT Images. 326-344 - Piotr Pluta, Katarzyna Nieszporek, Jakub Sosnowski:
Positioning the Reconstruction Plane for a Statistical Iterative Reconstruction Algorithm with Rebinning in CT Scanners with a Flying Focal Spot. 345-355 - Katarzyna Prokop, Dawid Polap:
Biometric Iris Authentication Using a Segmentation Network with Attention and a Key-Points Detection Algorithm. 356-367 - Truong Hoang Son, Phan Duy Hung:
Polyps Segmentation in Colonoscopy Images Using SegFormer Transformer. 368-378 - Grzegorz Surówka:
Wavelet Feature Extraction for Dermoscopy Images by Tree-Like Wrappers. 379-390
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