SIAM International Conference on Data Mining (SDM 2025)

Topics

• Applications
  • Automation & process control
  • Astronomy & astrophysics
  • Customer relationship management
  • Climate / ecological / environmentalscience
  • Drug discovery
  • Data science
  • Genomics & bioinformatics
  • Finance
  • High energy physics
  • Healthcare management
  • Internet of things
  • Intelligence analysis
  • Logistics management
  • Intrusion & fraud detection
  • Risk management
  • Recommendation
  • Supply chain management
  • Social network analysis
  • Other emerging applications
• Methods and Algorithms
  • Big data & large-scale systems
  • Anomaly & outlier detection
  • Clustering & unsupervised learning
  • Classification & semi-supervised learning
  • Deep learning & representation learning
  • Data cleaning & integration
  • Feature extraction, selection, and dimensionality reduction
  • Pattern mining
  • Mining graphs & complex data
  • Mining data streams
  • Mining semi structured Data
  • Mining on emerging architectures & data clouds
  • Mining text, web & social media
  • Mining spatial & temporal Data
  • Optimization methods
  • Online algorithms
  • Probabilistic & statistical methods
  • Parallel and distributed methods
  • Other novel methods
  • Scalable & high-performance mining
• Human Factors and Social Issues
  • Intellectual ownership
  • Ethics of data mining
  • Privacy and fairness models
  • Interestingness & relevance
  • Risk analysis and risk management
  • Privacy preserving data mining
  • User interfaces and visual analytics
  • Transparency and algorithmic bias
  • Other human and social issues