会议信息
PAKDD 2026: Pacific-Asia Conference on Knowledge Discovery and Data Mining
https://www.pakdd2026.org/截稿日期: |
2025-11-15 |
通知日期: |
2026-02-08 |
会议日期: |
2026-06-09 |
会议地点: |
Hong Kong, China |
届数: |
30 |
CCF: c CORE: a 浏览: 161868 关注: 310 参加: 78
征稿
Topics of relevance for the conference include, but are not limited to, the following: Note: Papers related to the large language models (LLMs) could be submitted to "Special Track on LLMs for Data Science". Theoretical Foundations Generative AI, quantum ML, neuro-symbolic methods and reasoning, causal reasoning, non-IID learning, OOD generalization, representation learning, mathematical and statistical foundations, information theoretic approaches, optimization method Theoretical foundations for fairness, trustworthy AI, safety, model explainability, and XAI Learning Methods and Algorithms Clustering, classification, pattern mining and association rules discovery Supervised learning, semi-supervised learning, few-shot and zero-shot learning, active learning Reinforcement learning and bandits Transfer learning, federated learning Anomaly detection, outlier detection Learning in recommendation engines Learning in streams and in time series Learning on structured data, images, texts and multi-modal data Online learning, model adaption Graph mining and Graph NNs Trustworthy Machine Learning Fairness Data Processing for Learning Dimensionality reduction, feature extraction, subspace construction Data cleaning and preparation, data integration and summarization Learning in real-time Big data technologies Information retrieval Data/entity/event/relationship extraction User interfaces and visual analytics Security, Privacy, Ethics, Information Integrity and Social Issues Modeling credibility, trustworthiness, and reliability Privacy-preserving data mining and privacy models Model transparency, interpretability, and fairness Misinformation detection, monitoring, and prevention Social issues, such as health inequities, social development, and poverty Interdisciplinary Research on Data Science Applications Social network/media analysis and dynamics, reputation, influence, trust, opinion mining, sentiment analysis, link prediction, and community detection Symbiotic human-AI interaction, human-agent collaboration, socially interactive robots, and affective computing Internet of Things, logistics management, network traffic and log analysis, and supply chain management Business and financial data, computational advertising, customer relationship management, intrusion and fraud detection, and intelligent assistants Urban computing, spatial data science and pervasive computing Medical and public health applications, drug discovery, healthcare management, and epidemic monitoring and prevention Methods for detecting and combating spamming, trolling, aggression, toxic online behaviors, bullying, hate speech, and low-quality and offensive content Climate, ecological, and environmental science, and resilience and sustainability Astronomy and astrophysics, genomics and bioinformatics, high energy physics, robotics, AI-assisted programming, and scientific data
最后更新 Dou Sun 在 2025-09-10
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相关期刊
CCF | 全称 | 影响因子 | 出版商 | ISSN |
---|---|---|---|---|
International Journal of Grid Computing & Applications | AIRCC | 2229-3949 | ||
Cryptography and Communications | 1.200 | Springer | 1936-2447 | |
International Journal of Distributed and Parallel Systems | AIRCC | 2229-3957 | ||
Materials Science and Engineering: R: Reports | 26.8 | Elsevier | 0927-796X | |
b | ACM Transactions on Mathematical Software | 2.700 | ACM | 0098-3500 |
ISPRS Journal of Photogrammetry and Remote Sensing | 12.2 | Elsevier | 0924-2716 | |
ACM Transactions on Modeling and Performance Evaluation of Computing Systems | 0.700 | ACM | 2376-3639 | |
Statistical Analysis and Data Mining | John Wiley & Sons, Ltd | 1932-1872 | ||
Numerical Heat Transfer, Part B: Fundamentals | 1.700 | Taylor & Francis | 1040-7790 | |
Molecular Simulation | 1.900 | Taylor & Francis | 0892-7022 |
全称 | 影响因子 | 出版商 |
---|---|---|
International Journal of Grid Computing & Applications | AIRCC | |
Cryptography and Communications | 1.200 | Springer |
International Journal of Distributed and Parallel Systems | AIRCC | |
Materials Science and Engineering: R: Reports | 26.8 | Elsevier |
ACM Transactions on Mathematical Software | 2.700 | ACM |
ISPRS Journal of Photogrammetry and Remote Sensing | 12.2 | Elsevier |
ACM Transactions on Modeling and Performance Evaluation of Computing Systems | 0.700 | ACM |
Statistical Analysis and Data Mining | John Wiley & Sons, Ltd | |
Numerical Heat Transfer, Part B: Fundamentals | 1.700 | Taylor & Francis |
Molecular Simulation | 1.900 | Taylor & Francis |
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