The ICDMDMS 2024: International Conference on Data Mining and Database Management Systems covers topics such as:
- Novel data mining algorithms in traditional areas
- Data mining foundations
- Developing a unifying theory of data mining
- Algorithms for new, structured, data types, such as arising in chemistry, biology, environment, and other scientific domains
- Mining spatial and temporal datasets
- Mining sequences and sequential data
- Big data analytic and high performance implementations of data mining algorithms
- Mining textual and unstructured datasets
- Mining high speed data streams
- Mining in targeted application contexts
- Mining sensor data
- Abnormality and data detection
- Mining in networked settings
- Distributed data mining and mining multi-agent data
- Data pre-processing, data reduction, feature selection, and feature transformation
- Methodological aspects and the KDD process
- Data integration, data transformation, information extraction and recognition
- Data cleaning and noise reduction
- Statistical foundations for robust and scalable data mining
- Quality assessment, interestingness analysis, and post-processing
- Automating the mining process and other process related issues
- Handling imbalanced data, incomplete data or imperfect knowledge system
- Human-machine interaction and visual data mining
- Dealing with cost sensitive data and loss models
- Integrated KDD applications and systems
- Security, privacy, and data integrity
- Computational finance, online trading, and analysis of markets
- Bioinformatics, computational chemistry, geoinformatics, and other science and engineering disciplines
- Healthcare, epidemic modeling, and clinical research
- Intrusion detection, fraud prevention, and surveillance
- Telecommunications, network and systems management
- Customer relationship management, logistic management and risk management
The ICDMDMS 2024: International Conference on Data Mining and Database Management Systems might be held in Amsterdam, Netherlands in 04-05 Nov 2024.