By Roberto J. Bayardo (auth.), Jean-François Boulicaut, Luc De Raedt, Heikki Mannila (eds.)
The 18 articles during this cutting-edge survey current the most recent leads to inductive querying and constraint-based info mining and likewise establish destiny instructions of this newly rising box mendacity on the intersection of knowledge mining and database learn. The papers handle topical sections on foundations of inductive database frameworks, optimizing inductive queries on neighborhood styles, optimizing inductive queries on international styles, and functions of inductive querying techniques.
Read Online or Download Constraint-Based Mining and Inductive Databases: European Workshop on Inductive Databases and Constraint Based Mining, Hinterzarten, Germany, March 11-13, 2004, Revised Selected Papers PDF
Best mining books
Distinctive e-book 196. Exhumation of the North Atlantic Margin: Timing, Mechanisms and Implications for Petroleum Exploration. Northwest Europe has passed through repeated episode of exhumation (the publicity of previously buried rocks) as a result of such components as post-orogenic unroofing, rift-shoulder uplift, hotspot task, compressive tectonics, eustatic seal-level swap, glaciation and isostatic re-adjustment.
Seriously illustrated with 900 images of tangible good keep an eye on websites, universal good keep an eye on risks: id and Countermeasures offers a visible illustration of 177 universal good regulate dangers and the way to avoid or counteract them. the fitting spouse for any engineer who must enhance and practice their ability extra successfully, this “plain language” consultant covers universal good keep watch over apparatus resembling: BOP regulate method, BOP manifold, kill manifold, drilling fluid restoration pipes, IBOP instruments, liquid gasoline separator, and hearth, explosion & H2S prevention.
Offshore Safety Management. Implementing a SEMS Program
2010 was once a defining 12 months for the offshore oil and fuel within the usa. On April 20, 2010, the Deepwater Horizon (DWH) floating drilling rig suffered a catastrophic explosion and hearth. 11 males died within the explosion ― 17 others have been injured. the hearth, which burned for an afternoon and a part, finally despatched the whole rig to the ground of the ocean.
Designing for Human Reliability: Human Factors Engineering in the Oil, Gas, and Process Industries
Underestimates the level to which behaviour at paintings is inspired by way of the layout of the operating setting. Designing for Human Reliability argues that higher knowledge of the contribution of layout to human blunders can considerably increase HSE functionality and enhance go back on funding. Illustrated with many examples, Designing for Human Reliability explores why paintings platforms are designed and carried out such that "design-induced human errors" turns into more-or-less inevitable.
- Principles of Induction Logging
- Advanced Data Mining and Applications: 9th International Conference, ADMA 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part II
- Enhanced Oil Recovery: Field Planning and Development Strategies
- Designing the coal preparation plant of the future
- Acid Mine Drainage, Rock Drainage, and Acid Sulfate Soils. Causes, Assessment, Prediction, Prevention, and Remediation
- Introduction to Well Logs and Subsurface Maps
Additional resources for Constraint-Based Mining and Inductive Databases: European Workshop on Inductive Databases and Constraint Based Mining, Hinterzarten, Germany, March 11-13, 2004, Revised Selected Papers
Example text
Han, S. Chee, and J. Chiand. Issues for On-Line Analytical Mining of Data Warehouses. In Proceedings of DMKD’98. 28. J. Han, Y. Fu, K. Koperski, W. Wang, and O. Zaiane. DMQL: A Data Mining Query Language for Relational Databases. In Proceedings of DMKD’96. 29. J. Han, L. V. S. Lakshmanan, and R. T. Ng. Constraint-based, multidimensional data mining. Computer, 32(8):46–50, 1999. 30. J. Han, J. Pei, and Y. Yin. Mining frequent patterns without candidate generation. In Proceedings of ACM SIGMOD’00.
Wijsen. Logical Languages for Data Mining. In Logics for emerging Applications of Databases. Springer, Berlin, 2003. 25. G. Grahne, L. Lakshmanan, and X. Wang. Efficient mining of constrained correlated sets. In Proceedings of ICDE’00). 26. J. Han. Towards On-Line Analytical Mining in Large Databases. Sigmod Records, 27(1):97–107, 1998. 27. J. Han, S. Chee, and J. Chiand. Issues for On-Line Analytical Mining of Data Warehouses. In Proceedings of DMKD’98. 28. J. Han, Y. Fu, K. Koperski, W. Wang, and O.
Example 14 (Embedding the primitive in a SQL-like language). Consider the constraint-based frequent pattern query of Example 13. The following is some SQL-like syntactic sugar to express such query. MINE PATTERNS Freq_pat, Support FROM sales GROUPING item BY day,cust MINIMUM SUPPORT: 3 CONSTRAINTS ON name FROM product HAVING SUM(price) >= 30, In the first line we define the name of the two output attributes Freq pat and Support corresponding to the variables I and S of the query in Example 13. In the FROM clause we indicate the data source, or, in other words, the relation which plays the role of the mining view (V): note that according to Definition 5 the mining view can be defined by a relational expression; this means that in the FROM clause we can have a full SQL SELECT clause.