Computational Science – ICCS 2025 Workshops

25th International Conference, Singapore, Singapore, July 7–9, 2025, Proceedings, Part IV

AvMaciej Paszynski,Amanda S. Barnard

Häftad, Engelska, 2025

Del 15910 i serien Lecture Notes in Computer Science

905 kr

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Beskrivning

The 6-volume set constitutes the worshop proceedings of the 25th International Conference on Computational Science, ICCS 2025, which took place in Singapore, Singapore, during July 7–9, 2025. The 137 full papers and 32 short papers presented in these proceedings were carefully reviewed and selected from 322 submissions.

Produktinformation

Utgivningsdatum:2025-07-04
Mått:155 x 235 x 23 mm
Vikt:616 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:382
Förlag:Springer International Publishing AG
ISBN:9783031975660

Utforska kategorier

Innehållsförteckning

Machine Learning and Data Assimilation for Dynamical Systems.- Cluster-based Reduced-order Modelling and Control for Chaotic Systems with Extreme Events.- First Experiences on Exploiting Physics-Informed Neural Networks for Approximating Solutions of a Biological Model.- A Machine Learning System for Energy Forecasting with Feature Importance Analysis.- Latent Three-dimensional Variational Data Assimilation with Convolutional Autoencoder and LSTM for Flood Forecasting.- Online Model Learning with Data-assimilated Reservoir Computers.- Data-Assimilated Model-Based Reinforcement Learning for Partially Observed Chaotic Flows.- SHAP-prioritised Machine Learning for Diagnostic Grade Prediction of Lung Function.- Turn Detection in Alpine Skiing Using Smartphone Sensors.- Assimilation of Data for Dynamic Digital Twins by Learning Covariance Information.- Multi-Criteria Decision-Making: Methods, Applications, and Innovations.- Issues Importance Analysis for Reaching High-Quality Consensus in Preference-Based Conflict Scenarios.- Integrating Conflict Analysis and Rule-Based Systems for Dispersed Data Classification.- Multicriteria Framework for Digital Content Design and Evaluation in Cross-Generational Targeting.- Integrating Habituation Effects with UCB and Softmax Multi-Armed Bandit Algorithms for Optimized Digital Content Delivery.- Computational Risk Assessment in Water Distribution Network.- Preserving Informative Content of Condition Attributes in Data Transformations for CRSA.- Using SSP-VIKOR in Sustainable Share of Renewable Energy Sources Assessment.- Decision-Making of Homogeneous Multiple Classifiers Based on Attribute Characterisation by Discretisation.- New Multi-Criteria Approach to Sustainable Development Assessment.- Compromise Fuzzy Ranking: A Novel Method for Reaching Consensus in Complex Multi-criteria Decision Problems.- A New Approach to Large-scale Multi-criteria Group Decision-making Based on the RANCOM Method.- Towards Sustainable Decision Making: New Reference Point-Based MCDA Method.- An Adaptive RANCOM-ST Method for Bias Reduction using Statistical Thresholds.- Strong Sustainability Paradigm in TOPSIS Method: New Approach to Wind Farm Selection Problem.- Aspects of Implementing RPA in an IT Company.- Evaluating Sufficiency Practices for Sustainable Competitiveness using AHP-grey Analysis.- Actionable Fire Modeling in Firemap for Extended Attack Decision Support.- The Role of Preference Reidentification in MCDA: Comparing Weight-Based, Normalization, and Reference-Object Approaches.- Subjective Equal Criteria Influence Approach (SECIA): A Novel Extended Approach to Weights Determination.- Local Markovian Consensus for Ranking Aggregation: A Novel Approach to Consensus Ranking with Weak Ordinal Dominance.