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Record Nr. |
UNISA996664545903316 |
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Autore |
Gervasi Osvaldo |
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Titolo |
Computational Science and Its Applications – ICCSA 2025 : 25th International Conference, Istanbul, Turkey, June 30–July 3, 2025, Proceedings, Part II / / edited by Osvaldo Gervasi, Beniamino Murgante, Chiara Garau, Yeliz Karaca, David Taniar, Ana Maria A. C. Rocha, Bernady O. Apduhan |
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Pubbl/distr/stampa |
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Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
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ISBN |
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Edizione |
[1st ed. 2025.] |
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Descrizione fisica |
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1 online resource (599 pages) |
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Collana |
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Lecture Notes in Computer Science, , 1611-3349 ; ; 15649 |
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Altri autori (Persone) |
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MurganteBeniamino |
GarauChiara |
KaracaYeliz |
TaniarDavid |
C. RochaAna Maria A |
ApduhanBernady O |
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Disciplina |
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Soggetti |
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Computer networks |
Software engineering |
Application software |
Artificial intelligence |
Computer Communication Networks |
Software Engineering |
Computer and Information Systems Applications |
Artificial Intelligence |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Information Systems and Technologies -- A Deep Learning-Based Computer Vision System for Automatic Screw Detection in Vehicle Wheel Boxes -- Impact of distances in an anomaly detection context for time series in software testing -- Analysis of Bitcoin Trends through the Integration of On-Chain Financial Indicators and Machine Learning -- An End-To-End Computer Vision System for Structured Information Extraction From Turkish ID Card Images -- Correlating Socioeconomic |
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Factors and Syphilis Incidence: A Case Study in Brazil -- RiceAML: An Auto Machine Learning Model to Identify Abiotic Stress-Associated Single Nucleotide Polymorphisms in Rice -- The Application of Machine Learning Algorithms to Predict Heart Disease -- Designing and Evaluating Heterogeneous Ensembles for Blood Glucose Level Forecasting -- Measuring Team Productivity in Agile Development: A Scrum-Based Process -- Generating local rules in Fuzzy Rule-Based Classi cation Systems -- Leveraging Large Language Models for Natural Language Processing based Tasks in the Legal Domain: A Short Survey -- Analysis of Weightlifting Success Predictability Using Machine Learning -- CausalBioCF: Causal Counterfactuals for Machine Learning Interpretability -- A Comparative Analysis of Interpretable Deep Learning Models for Nutrient Analysis in Vulnerable Populations -- A Generative AI based Architecture for Data Seeding in Software Testing -- Name Pattern Recognition: A Model Proposal Applied to the Anonymization of Unstructured Data -- Modular Architecture and Intelligent Routing for Chatbots -- A novel caching framework for e cient time-series analytics -- Named Entity Recognition for Performance and Synthesis Information of Perovskite Solar Cells Using SpaCy -- A Privacy-Preserving Framework for Cross-Institutional Medical Image Analysis Using Vision-Language Models -- An architecture for a reliability tool applied to distributed systems -- Predictive analysis with technical indicators and features selection for futures contracts trading -- Development of a Strategy for Duplication Search based on Multiple Hierarchically Organized Approaches -- Enhancing Stock Market Predictions: The Role of Feature Selection Techniques in Financial Modeling -- DRHRP: A Deep Reinforcement Learning Based Hybrid Routing Protocol for UAV Enabled Wireless Networks. |
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Sommario/riassunto |
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The three-volumes LNCS 15648, 15649, 15650 set constitutes the refereed proceedings of the 25th International Conference on Computational Science and Its Applications - ICCSA 2025, held in Istanbul, Turkey, during June 30–July 3, 2025. The 71 full papers, 6 short papers, and 1 PHD showcase paper were carefully reviewed and selected from 269 submissions. The papers have been organized in topical sections as follows: Part I: Computational Methods, Algorithms and Scientific Applications; High Performance Computing and Networks; Geometric Modeling, Graphics and Visualization; Advanced and Emerging Applications; Information Systems and Technologies; Urban and Regional Planning. Part II: Information Systems and Technologies; Part III: Information Systems and Technologies; Urban and Regional Planning; PHD Showcase Paper; Short papers. . |
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