Simply logical: intelligent reasoning by example
Simply logical: intelligent reasoning by example
Principles of data mining
Data Warehousing and Data Mining for Telecommunications
Data Warehousing and Data Mining for Telecommunications
PROLOG Programming for Artificial Intelligence
PROLOG Programming for Artificial Intelligence
Relational Data Mining
Inductive Logic Programming: Techniques and Applications
Inductive Logic Programming: Techniques and Applications
DLAB: A Declarative Language Bias Formalism
ISMIS '96 Proceedings of the 9th International Symposium on Foundations of Intelligent Systems
Propositionalization-based relational subgroup discovery with RSD
Machine Learning
Computational intelligence and active networks
TELE-INFO'05 Proceedings of the 4th WSEAS International Conference on Telecommunications and Informatics
RSD: relational subgroup discovery through first-order feature construction
ILP'02 Proceedings of the 12th international conference on Inductive logic programming
Local patterns: theory and practice of constraint-based relational subgroup discovery
LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection
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We present a system for decision support in telecommunications. History data describing the operation of a telephone exchange are analyzed by the system to reconstruct understandable event descriptions. The event descriptions are processed by an algorithm inducing rules describing regularities in the events. The rules can be used as decision support rules (for the exchange operator) or directly to automate the operation of the exchange.