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Neuigkeiten Die Deutsche Nationalbibliothek in Frankfurt am Main ist an Fronleichnam, Donnerstag, 4. Juni 2026 geschlossen. // The German National Library in Frankfurt am Main will be closed on Thursday, 4 June 2026 due to a public holiday (Fronleichnam).
 
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Online Ressourcen
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
DDC-Notation 006.3 (maschinell ermittelte DDC-Kurznotation)
Sachgruppe(n) 004 Informatik

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