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| Link zu diesem Datensatz | https://d-nb.info/1380452074 |
| Titel | Artificial Intelligence and Soft Computing : 24th International Conference, ICAISC 2025, Zakopane, Poland, June 22–26, 2025, Proceedings, Part I / edited by Leszek Rutkowski, Rafał Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada |
| Person(en) |
Rutkowski, Leszek (Herausgeber) Scherer, Rafał (Herausgeber) Korytkowski, Marcin (Herausgeber) Pedrycz, Witold (Herausgeber) Tadeusiewicz, Ryszard (Herausgeber) Zurada, Jacek M. (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2026 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2026 |
| Umfang/Format | Online-Ressource, XXIV, 306 p. 75 illus., 65 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-032-03704-6 Printed edition:: ISBN: 978-3-032-03706-0 |
| Inhalt | -- Neural Networks and Their Applications. -- Forecasting the Particulate Matter Concentration Using Autoencoders. -- Multi-point directional minimization for conjugate gradient algorithm. -- Neural Network Training Through Matrix Factorization. -- One Channel is All You Need: Optimizing Hyperspectral Data for Crop Disease Detection. -- Automated Fusarium Head Blight Detection using a ResNet18 Model on High-Resolution Hyperspectral UAV Images. -- Evaluating Polish linguistic and cultural competency in large language models. -- Approximate Importance-Based Sampling for Neural Network Training. -- Prototype Learning for Classification On Spherical Manifolds and its Relation to Quantum Classification Approaches. -- Enhancing Crop Disease Detection with Deep Learning and Hyperspectral Imaging: A Focus on Fusarium Head Blight. -- A centralized federated learning framework with security aspects against Byzantine and Sybil attacks. -- System for automatic bug detection in code and programs using LLMs and AI agents. -- The Quasirecurrent Neural Networks in Selected Natural Language Processing Tasks. -- SD-LSTM: A Novel Semi–Decentralized LSTM Architecture for Scalable and Accurate Stock Price Prediction. -- Impact of Convolutional Neural Network Architectures on Predicting the Viscosity of Water-PVP Solutions. -- Custom Glial Network Architectures for the Classification of Large Text Corpora: a Case Study of Complaint Analysis in the Polish State Railways. -- An LSTM and Markov Chain-based Approach for Urban Crime Prediction. -- Forecasting Air Quality: A Comparative Study of Various Time Series Approaches. -- Reliable Classification Learning for Medical Data Analysis Using Prototype-Based Models. -- Classification of Literary Epochs by TF-IDF, Transformers, and Large Language Models. -- Fuzzy Systems and Their Applications. -- Dimensionality-based evaluation of fuzzy models developed for high-dimensional data. -- The use of fuzzy sets to detect strengths among students. -- Evolutionary Algorithms and Their Applications. -- Selection of subpopulations in the multi-population-based algorithms. -- Towards Application of Multi-dimensional ACO Pheromone for Multi-criteria Optimization. -- TOPSIS-like metaheuristic for LABS problem. -- Migration Timing in Hybrid Island-Based Metaheuristic Algorithms |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2511010338548.012182762056 DOI: 10.1007/978-3-032-03705-3 |
| URL | https://doi.org/10.1007/978-3-032-03705-3 |
| ISBN/Einband/Preis | 978-3-032-03705-3 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Lecture Notes in Artificial Intelligence ; 15948 |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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