会議情報
DOCS 2025: International Conference on Data- driven Optimization of Complex Systems
https://www.ic-docs.org/
提出日:
2025-07-06
通知日:
2025-07-15
会議日:
2025-08-19
場所:
Taiyuan, China
年:
7
閲覧: 3429   追跡: 0   出席: 0

論文募集
The topics of interest for submission include, but are not limited to:

◕ Data-driven Learning

· Deep learning
· Reinforcement learning
· Transfer learning
· Self-supervised learning
· Distributed and federated machine learning
· Trusted machine learning
· Generative models
· Large language models ( LLMs )
· Automatic verification of LLMs
· Coordination of small and large models
· AI for science and engineering
· AI for education and society
· AI for art
· Secure AI

◕ Data-driven optimization and decision-making :

· Data-driven optimization algorithms
· Bayesian optimization
· Neural combinatorial optimization
· Large-scale and multi-objective optimization
· Integration of machine learning and Optimization
· Data-driven decision paradigm
· Intelligent scheduling
· Reinforcement learning of combinatorial Optimization
· Distributed and joint optimization
· Industrial and manufacturing system analysis and decision-making
· Diffusion models for optimization
· LLM-assisted optimization

◕ Big data analysis and application

· Big data storage and mining
· Data coordination
· Integration and processing
· Big data analytics and metrics
· Theory and methods of multi-source big data fusion
· Database management system
· Big data service
· Big data oriented cloud computing technology
· Privacy preserving big data analysis
· Visual city data analysis
· Intelligent transportation data analysis
· Healthcare data analysis
· Bioinformatics

◕ Data-driven modeling and control

· Learning and adaptive control
· Robust control
· Intelligent control
· Optimization-based and optimal control
· Model predictive control
· Fault detection and identification
· Hybrid intelligent system
· Neural control
· Fuzzy logic control
· Networked control
· Industrial automation
· Intelligent transportation system
· Environmental monitoring and control
· Intelligent manufacturing system
· Green communication system
最終更新 Dou Sun 2025-07-27
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関連仕訳帳
CCF完全な名前インパクト ・ ファクター出版社ISSN
cBehaviour & Information Technology2.900Taylor & Francis0144-929X
International journal of Mobile Network Communications & Telematics AIRCC1839-5678
bIEEE Transaction on Communications7.200IEEE0090-6778
Advances in Fuzzy Systems1.400Hindawi1687-7101
International Journal of Information Technology and Web Engineering IGI Global1554-1045
cJournal of Grid Computing3.600Springer1570-7873
International Journal of ComputingResearch Institute of Intelligent Computer Systems1727-6209
The Information Society3.000Taylor & Francis0197-2243
Computing and Visualization in ScienceSpringer1432-9360
Circuits, Systems, and Signal Processing1.800Springer0278-081X
完全な名前インパクト ・ ファクター出版社
Behaviour & Information Technology2.900Taylor & Francis
International journal of Mobile Network Communications & Telematics AIRCC
IEEE Transaction on Communications7.200IEEE
Advances in Fuzzy Systems1.400Hindawi
International Journal of Information Technology and Web Engineering IGI Global
Journal of Grid Computing3.600Springer
International Journal of ComputingResearch Institute of Intelligent Computer Systems
The Information Society3.000Taylor & Francis
Computing and Visualization in ScienceSpringer
Circuits, Systems, and Signal Processing1.800Springer
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