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Computational science - ICCS 2025 = 25th International Conference, Singapore, Singapore, July 7-9, 2025 : proceedings.. Part I /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Computational science - ICCS 2025/ edited by Michael H. Lees ... [et al.].
其他題名:	25th International Conference, Singapore, Singapore, July 7-9, 2025 : proceedings.
其他題名:	ICCS 2025
其他作者:	Lees, Michael H.
團體作者:	International Conference on Computational Science
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	xiii, 314 p. :ill. (some col.), digital ;24 cm.
內容註:	ICCS 2025 Main Track Full Papers -- Backtranslation and Paraphrasing in the LLM Era? Comparing Data Augmentation Methods for Emotion Classification -- Explainable Artificial Intelligence for Bioactivity Prediction: Unveiling the Challenges with Curated CDK2/4/6 Breast Cancer Dataset -- Bus Loop Scheduling with Dueling Double Deep Q Network -- Precise Language Deception: XAI Driven Targeted Adversarial Examples with Restricted Knowledge -- Tensorial Implementation for Robust Variational Physics-Informed Neural Networks -- Neural Parabolic Wave Equation for Refractivity Estimation -- Discover the Tractable Latent Space of Floating Offshore Wind Turbine based on a Novel GNN-Encoder-Decoder-LSTM Deep Learning Architecture -- Towards Weight-space Interpretation of Low-Rank Adapters for Diffusion Models -- Discovering Governing Equations of Geomagnetic Storm Dynamics with Symbolic Regression -- Combining Shape and Trajectory Features for Human Action Classification using a Neural Network and Synthetic Data -- Improving Object Detection Quality in Football Through Super-Resolution Techniques -- Flexible User-defined Domain Decomposition in Kilometer-Scale E3SM Land Model Simulation -- A Deeper Look into the Limitations of Early-Exit Architectures for Single and Multi-Label Classification -- Comparative Analysis of Black-Box Optimization Methods for Weather Intervention Design -- Dual Adaptive Windows Toward Concept-Drift in Online Network Intrusion Detection -- Estimating Airborne Transmission Risk for Indoor Space: Coupling Agent-based Model and Computational Fluid Dynamics -- A Dynamic Model of Customers Behavior: Integrating Econophysics and Physics-Informed Neural Networks -- Adaptive PCA-Based Outlier Detection for Multi-Feature Time Series in Space Missions -- Adaptive Physics Refinement for Anatomic Adhesive Dynamics Simulations -- Microfluidic Digital Twin for Enhanced Single-Cell Analysis -- Energy-Efficient Neural Network Training for Scientific Datasets with Advanced Similarity Analytics and Orchestration.
Contained By:	Springer Nature eBook
標題:	Computer science - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-97626-1
ISBN:	9783031976261

Computational science - ICCS 2025 = 25th International Conference, Singapore, Singapore, July 7-9, 2025 : proceedings.. Part I /
Computational science - ICCS 202525th International Conference, Singapore, Singapore, July 7-9, 2025 : proceedings.Part I /[electronic resource] :ICCS 2025edited by Michael H. Lees ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xiii, 314 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,159031611-3349 ;. - Lecture notes in computer science ;15903..

ICCS 2025 Main Track Full Papers -- Backtranslation and Paraphrasing in the LLM Era? Comparing Data Augmentation Methods for Emotion Classification -- Explainable Artificial Intelligence for Bioactivity Prediction: Unveiling the Challenges with Curated CDK2/4/6 Breast Cancer Dataset -- Bus Loop Scheduling with Dueling Double Deep Q Network -- Precise Language Deception: XAI Driven Targeted Adversarial Examples with Restricted Knowledge -- Tensorial Implementation for Robust Variational Physics-Informed Neural Networks -- Neural Parabolic Wave Equation for Refractivity Estimation -- Discover the Tractable Latent Space of Floating Offshore Wind Turbine based on a Novel GNN-Encoder-Decoder-LSTM Deep Learning Architecture -- Towards Weight-space Interpretation of Low-Rank Adapters for Diffusion Models -- Discovering Governing Equations of Geomagnetic Storm Dynamics with Symbolic Regression -- Combining Shape and Trajectory Features for Human Action Classification using a Neural Network and Synthetic Data -- Improving Object Detection Quality in Football Through Super-Resolution Techniques -- Flexible User-defined Domain Decomposition in Kilometer-Scale E3SM Land Model Simulation -- A Deeper Look into the Limitations of Early-Exit Architectures for Single and Multi-Label Classification -- Comparative Analysis of Black-Box Optimization Methods for Weather Intervention Design -- Dual Adaptive Windows Toward Concept-Drift in Online Network Intrusion Detection -- Estimating Airborne Transmission Risk for Indoor Space: Coupling Agent-based Model and Computational Fluid Dynamics -- A Dynamic Model of Customers Behavior: Integrating Econophysics and Physics-Informed Neural Networks -- Adaptive PCA-Based Outlier Detection for Multi-Feature Time Series in Space Missions -- Adaptive Physics Refinement for Anatomic Adhesive Dynamics Simulations -- Microfluidic Digital Twin for Enhanced Single-Cell Analysis -- Energy-Efficient Neural Network Training for Scientific Datasets with Advanced Similarity Analytics and Orchestration.

The 4-volume set LNCS constitutes the main proceedings of the 25th International Conference on Computational Science, ICCS 2025, which took place in Singapore, Singapore, during July 7-9, 2025. The 64 full papers and 52 short papers presented in these proceedings were carefully reviewed and selected from 162 submissions. The ICCS 2025 main track full papers are organized in volumes 15903-15905 (Parts I to III) and the ICCS 2025 main track short papers are included in volume 15906 (Part IV).

ISBN: 9783031976261

Standard No.: 10.1007/978-3-031-97626-1doiSubjects--Topical Terms:

606819
Computer science
--Congresses.

LC Class. No.: QA75.5

Dewey Class. No.: 004

Computational science - ICCS 2025 = 25th International Conference, Singapore, Singapore, July 7-9, 2025 : proceedings.. Part I /
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