会議情報
SDM 2023: SIAM International Conference on Data Mining
https://www.siam.org/conferences/cm/conference/sdm23提出日: |
2022-09-30 |
通知日: |
|
会議日: |
2023-04-27 |
場所: |
Minneapolis, Minnesota, USA |
年: |
23 |
CCF: b CORE: a QUALIS: a2 閲覧: 69701 追跡: 201 出席: 23
論文募集
Data mining is the computational process for discovering valuable knowledge from data – the core of modern Data Science. It has enormous applications in numerous fields, including science, engineering, healthcare, business, and medicine. Typical datasets in these fields are large, complex, and often noisy. Extracting knowledge from these datasets requires the use of sophisticated, high-performance, and principled analysis techniques and algorithms. These techniques in turn require implementations on high performance computational infrastructure that are carefully tuned for performance. Powerful visualization technologies along with effective user interfaces are also essential to make data mining tools appealing to researchers, analysts, data scientists and application developers from different disciplines, as well as usable by stakeholders. SDM has established itself as a leading conference in the field of data mining and provides a venue for researchers who are addressing these problems to present their work in a peer-reviewed forum. SDM emphasizes principled methods with solid mathematical foundation, is known for its high-quality and high-impact technical papers, and offers a strong workshop and tutorial program (which are included in the conference registration). The proceedings of the conference are published in archival form, and are also made available on the SIAM web site. Included Themes Methods and Algorithms Anomaly & Outlier Detection Big Data & Large-Scale Systems Classification & Semi-Supervised Learning Clustering & Unsupervised Learning Data Cleaning & Integration Deep Learning & Representation Learning Frequent Pattern Mining Feature Extraction, Selection and Dimensionality Reduction Mining Data Streams Mining Graphs & Complex Data Mining on Emerging Architectures & Data Clouds Mining Semi Structured Data Mining Spatial & Temporal Data Mining Text, Web & Social Media Online Algorithms Optimization Methods Parallel and Distributed Methods Probabilistic & Statistical Methods Scalable & High-Performance Mining Other Novel Methods Applications Astronomy & Astrophysics Automation & Process Control Climate / Ecological / Environmental Science Customer Relationship Management Data Science Drug Discovery Finance Genomics & Bioinformatics Healthcare Management High Energy Physics Intelligence Analysis Internet of Things Intrusion & Fraud detection Logistics Management Recommendation Risk Management Social Network Analysis Supply Chain Management Other Emerging Applications Human Factors and Social Issues Ethics of Data Mining Intellectual Ownership Interestingness & Relevance Privacy and Fairness Models Privacy Preserving Data Mining Risk Analysis and Risk Management Transparency and Algorithmic Bias User Interfaces and Visual Analytics Other Human and Social Issues
最終更新 Dou Sun 2022-09-10
合格率
時間 | 提出 | 受け入れ | 受け入れ(%) |
---|---|---|---|
2008 | 282 | 40 | 14.2% |
2007 | 302 | 36 | 11.9% |
2005 | 218 | 40 | 18.3% |
2002 | 250 | 34 | 13.6% |
関連会議
CCF | CORE | QUALIS | 省略名 | 完全な名前 | 提出日 | 通知日 | 会議日 |
---|---|---|---|---|---|---|---|
b | a* | a1 | ICDM | International Conference on Data Mining | 2024-06-14 | 2024-09-06 | 2024-12-09 |
LA-CCI | IEEE Latin American Conference on Computational Intelligence | 2018-06-04 | 2018-07-02 | 2018-11-07 | |||
b | a* | b1 | WSDM | International Conference on Web Search and Data Mining | 2023-08-10 | 2023-10-19 | 2024-03-04 |
UPIOT | International Conference on Ubiquitous Power Internet of Things | 2020-07-20 | 2020-08-05 | 2020-08-20 | |||
TMC | International Workshop on Talent and Management Computing | 2021-05-31 | 2021-06-20 | 2021-08-14 | |||
b | b5 | QoSA | International ACM Sigsoft Conference on the Quality of Software Architectures | 2016-01-18 | 2016-02-15 | 2016-04-05 | |
AMFG | International Workshop on Analysis and Modeling of Faces and Gestures | 2010-04-07 | 2010-06-14 | ||||
SOFT | International Conference on Software Engineering | 2023-03-11 | 2023-03-18 | 2023-03-25 | |||
FDSE | International Conference on Future Data and Security Engineering | 2018-06-20 | 2018-08-25 | 2018-11-28 |
省略名 | 完全な名前 | 提出日 | 会議日 |
---|---|---|---|
ICDM | International Conference on Data Mining | 2024-06-14 | 2024-12-09 |
LA-CCI | IEEE Latin American Conference on Computational Intelligence | 2018-06-04 | 2018-11-07 |
WSDM | International Conference on Web Search and Data Mining | 2023-08-10 | 2024-03-04 |
UPIOT | International Conference on Ubiquitous Power Internet of Things | 2020-07-20 | 2020-08-20 |
TMC | International Workshop on Talent and Management Computing | 2021-05-31 | 2021-08-14 |
QoSA | International ACM Sigsoft Conference on the Quality of Software Architectures | 2016-01-18 | 2016-04-05 |
AMFG | International Workshop on Analysis and Modeling of Faces and Gestures | 2010-06-14 | |
SOFT | International Conference on Software Engineering | 2023-03-11 | 2023-03-25 |
FDSE | International Conference on Future Data and Security Engineering | 2018-06-20 | 2018-11-28 |
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 |
---|---|---|---|---|
a | SIAM Journal on Computing | SIAM | 0097-5397 | |
Statistical Analysis and Data Mining | John Wiley & Sons, Ltd | 1932-1872 | ||
a | IEEE Transactions on Knowledge and Data Engineering | 3.857 | IEEE | 1041-4347 |
ACM SIGMIS Database | ACM | 0095-0033 | ||
c | CCF Transactions on High Performance Computing | Springer | 2524-4922 | |
Crisis Communications | Springer | 2194-9794 | ||
c | IEEE Signal Processing Letters | 3.268 | IEEE | 1070-9908 |
b | SIAM Journal on Imaging Sciences | SIAM | 1936-4954 | |
b | Data & Knowledge Engineering | 1.992 | Elsevier | 0169-023X |
b | Data Mining and Knowledge Discovery | 3.670 | Springer | 1384-5810 |
完全な名前 | インパクト ・ ファクター | 出版社 |
---|---|---|
SIAM Journal on Computing | SIAM | |
Statistical Analysis and Data Mining | John Wiley & Sons, Ltd | |
IEEE Transactions on Knowledge and Data Engineering | 3.857 | IEEE |
ACM SIGMIS Database | ACM | |
CCF Transactions on High Performance Computing | Springer | |
Crisis Communications | Springer | |
IEEE Signal Processing Letters | 3.268 | IEEE |
SIAM Journal on Imaging Sciences | SIAM | |
Data & Knowledge Engineering | 1.992 | Elsevier |
Data Mining and Knowledge Discovery | 3.670 | Springer |
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