Constraint-based Data Mining

By Jean-François Boulicaut, Baptiste Jeudy. 2005

87 citations recorded by the source corpus.

Subfields: Computational Theory and Mathematics, Computer Networks and Communications, Information Systems

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Computational Theory and Mathematics

1. Longbing Cao
2. Arindam Banerjee
3. Michael S. Steinbach
4. James H. Faghmous
5. Vipin Kumar
6. Chengqi Zhang
7. A. Alilooee

In Computer Networks and Communications

1. Arindam Banerjee
2. Vipin Kumar
3. Longbing Cao
4. Anuj Karpatne
5. Gowtham Atluri
6. Chengqi Zhang
7. Charu C. Aggarwal
8. Markus Goldstein

In Information Systems

1. Vipin Kumar
2. Arindam Banerjee
3. Michael S. Steinbach
4. Longbing Cao
5. Anuj Karpatne
6. Gowtham Atluri
7. Chengqi Zhang
8. Bamshad Mobasher

Citations in the corpus

• Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data (2016, background): “rich literature on constraint-based pattern mining [52], [53] and clustering [54].”
• Flexible Frameworks for Actionable Knowledge Discovery (2010, unknown): “ment enclosing constraints [4].”
• Domain-Driven Actionable Knowledge Discovery in the Real World (2006, methodology): “However, data mining in the real world, for instance financial data mining, is highly constraint-based [8, 11 ].”
• What Did I Do Wrong in My MOBA Game? Mining Patterns Discriminating Deviant Behaviours (2016, unknown): “Table II: Transaction database Note that several constraints other than minimal frequency can be used, such as minimal size of the itemset, minimal cost of an itemset (in the case where each item has a cost assigned), maximization of a function given by a mathematical model or several condensed repr”