posted by user: gonzo1453 || 8264 views || tracked by 40 users: [display]

SDM 2022 : SIAM International Conference on Data Mining


Conference Series : SIAM International Conference on Data Mining
When Apr 28, 2022 - Apr 30, 2022
Where Alexandria, Virginia, USA
Submission Deadline Oct 12, 2021
Categories    data cleaning   pattern mining   big data   optimization methods

Call For Papers

Data mining is the computational process for discovering valuable knowledge from data – the core of Data Science. It has enormous application 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, which are based on sound theoretical and statistical foundations. 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.

The SDM conference provides a venue for researchers who are addressing these problems to present their work in a peer-reviewed forum. It also provides an ideal setting for graduate students to network and get feedback for their work (as part of the doctoral forum) and everyone new to the field to learn about cutting-edge research by hearing outstanding invited speakers and attending presentations and tutorials (included with conference registration). A set of focused workshops is also held on the last day of the conference. The proceedings of the conference are published in archival form and are also made available on the SIAM web site.

Methods and Algorithms
• Anomaly & Outlier Detection
• Big Data & Large-Scale Systems
• Classification & Semi-Supervised
• Clustering & Unsupervised Learning
• Data Cleaning & Integration
• Deep Learning & Representation
• 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
• Astronomy & Astrophysics
• Automation & Process Control
• Climate / Ecological / Environmental
• 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 and 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

The conference will feature workshops
and tutorials on several special topics.
Please see the SDM 2021 website for
submission requirements. Examples of
workshops and tutorials are available
through the SDM 2021 website,

Paper Submission:
October 12, 2021 11:59pm (US Pacific Time)
Workshop Proposals:
October 15, 2021 11:59pm (US Pacific Time)
Tutorial Proposals:
October 15, 2021 11:59pm (US Pacific Time)

Related Resources

SDM 2023   SDM 2023 : SIAM International Conference on Data Mining
ACM-Ei/Scopus-CCISS 2024   2024 International Conference on Computing, Information Science and System (CCISS 2024)
SDM 2024   SIAM International Conference on Data Mining
SoCAV 2024   2024 International Symposium on Connected and Autonomous Vehicles (SoCAV 2024)
CoMSE 2024   2024 3rd Conference on Materials Science and Engineering (CoMSE 2024)
ACM-Ei/Scopus-DMNLP 2024   2024 International Conference on Data Mining and Natural Language Processing (DMNLP 2024)
DMKD 2024   2024 International Conference on Data Mining and Knowledge Discovery(DMKD 2024)
AdNLP 2024   5th International conference on Advanced Natural Language Processing
ECAI 2024   27th European Conference on Artificial Intelligence
CSITEC 2024   10th International Conference on Computer Science, Information Technology