The 6th International Conference on Advanced Data Mining and Applications (ADMA2010) (ADMA2010)

Venue: Chongqing

Location: Chongqing, Chongqing, China

Event Date/Time: Nov 19, 2010 End Date/Time: Nov 21, 2010
Registration Date: Oct 03, 2010
Early Registration Date: Sep 13, 2010
Abstract Submission Date: Jul 20, 2010
Paper Submission Date: Jul 20, 2010
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Description

A growing attention has been paid to the study, development and application of data mining. As a result there is an urgent need for sophisticated techniques and tools that can handle new fields of data mining, e.g. spatial data mining in the context of spatial-temporal characteristics, streaming data mining, and biomedical data mining. Our knowledge on data mining should also have to be expanded to new applications. The International Conference on Advanced Data Mining and Applications (ADMA2010) aims at bringing together the experts on data mining in the world, and provides a leading international forum for the dissemination of original research results in data mining, spanning applications, algorithms, software and systems, and different applied disciplines with potential in data mining.

The 1st International Conference on Advanced Data Mining and Applications (ADMA 2005) was successfully held in Wuhan , China , and the proceedings were published by Springer in LNAI 3584. The 2nd International Conference on Advanced Data Mining and Applications (ADMA 2006) was held in Xi'An , China , and the proceedings were also published by Springer in LNAI 4093. The 3rd ADMA 2007 was sponsored by Harbin Institute of Technology, and the proceedings were published by Springer in LNAI 4632. The 4th ADMA 2008 was held by Sichuan University, and the proceedings were published by Springer in LNAI 5139. The 5th ADMA 2009 was held by Beijing Normal University, and the proceedings were published by Springer in LNAI 5678.

The proceedings of the conference (ADMA2010) will be published by Springer in its Lecture Notes in Computer Science series, and indexed by EI. A selected number of the accepted papers will be expanded and revised for possible inclusion in International Journal on Wavelet, Multiresolution, and Information Processing: An International Journal , which could be indexed by several databases including SCI expanded.


We invite authors to submit papers on any topics of advanced data mining and applications, including but not limited to:

Data mining foundations
1. Novel data mining algorithms in traditional areas (such as classification, regression, clustering, probabilistic modeling, and association analysis)
2. Algorithms for new, structured, data types, such as arising in chemistry, biology, environment, and other scientific domains
3. Developing a unifying theory of data mining
4. Mining sequences and sequential data
5. Mining spatial and temporal datasets
6. Mining textual , Semistructured and unstructured datasets
7. High performance implementations of data mining algorithms
8. Scalable and High-Performance Mining
9. Frequent Pattern Mining
10. Probabilistic and Statistical Methods
11. Mining with Constraints
12. Computational Learning Theory
13. Multi-Task Learning
14. Adaptive Algorithms
15. Abnormality and Outlier Detection
16. Data Stream Mining
17. Spatial and Temporal Mining
18. Mining Graphs
19. Mining Complex Datasets
20. Mining on Emerging Architectures
21. Text and Web Mining
22. Other Novel Methods
Mining in targeted application contexts
1. Mining high speed data streams
2. Mining sensor data
3. Distributed data mining and mining multi-agent data
4. Mining in networked settings: web, social and computer networks, and online communities
5. Data mining in electronic commerce, such as recommendation, sponsored web search, advertising, and marketing tasks
Methodological aspects and the KDD process
1. Data pre-processing, Dimension Reduction, data reduction, feature selection, Data Cleaning, Noise Reduction, and feature transformation
2. Quality assessment, interestingness analysis, and post-processing
3. Statistical foundations for robust and scalable data mining
4. Handling imbalanced data
5. Automating the mining process and other process related issues
6. Dealing with cost sensitive data and loss models
7. Human-machine interaction and visual data mining
8. Security, privacy, and data integrity
Integrated KDD applications and systems
1. Bioinformatics, Life Sciences, Medical Systems , computational chemistry, geoinformatics, and other science & engineering disciplines
2. Content Management, Digital Libraries, and Search
3. Image and Graphics
4. Complex system
5. Cloud computing and Grid computing
6. Wireless Sensor Networks
7. Evolutionary Computation
8. Ethics of Data Mining
9. Intellectual Ownership
10. Privacy Models
11. Privacy Preserving Data Mining and Data Publishing
12. Risk Analysis
13. User Interfaces
14. Interestingness and Relevance
15. Data and Result Visualization
16. Engineering and Manufacturing
17. Enterprise data mining and management
18. Geographic and Environmental Information Systems
19. Computational finance, online trading, and analysis of markets
20. Intrusion detection, fraud prevention, and surveillance
21. Healthcare, epidemic modeling, and clinical research
22. Customer relationship management
23. Enterprise resource planning
24. Government , home and personal applications
25. Scientific databases
26. Social network analysis
27. Intelligence analysis
28. Other novel applications and case studies
Paper Submission

Venue

Chongqing
ChongQing University, P.R. China 400044
Chongqing
Chongqing
China
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Additional Information

Full paper submission due: July 20, 2010 Acceptance notification: August 20, 2010 Early registration deadline: September 13, 2010 Final Camera-ready: October 3, 2010 Conference dates: November 19-21, 2010