Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
A database perspective on knowledge discovery
Communications of the ACM
Advances in knowledge discovery and data mining
Query flocks: a generalization of association-rule mining
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Exploratory mining and pruning optimizations of constrained associations rules
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Integrating association rule mining with relational database systems: alternatives and implications
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
A New SQL-like Operator for Mining Association Rules
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
Second-generation data mining: concepts and implementation
Second-generation data mining: concepts and implementation
A framework for data mining and KDD
Proceedings of the 2002 ACM symposium on Applied computing
Indexing web access-logs for pattern queries
Proceedings of the 4th international workshop on Web information and data management
DMajor—Application Programming Interface for Database Mining
Data Mining and Knowledge Discovery
Expert-Driven Validation of Rule-Based User Models in Personalization Applications
Data Mining and Knowledge Discovery
Cubegrades: Generalizing Association Rules
Data Mining and Knowledge Discovery
Composition of Mining Contexts for Efficient Extraction of Association Rules
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
Spatial Subgroup Discovery Applied to the Analysis of Vegetation Data
PAKM '02 Proceedings of the 4th International Conference on Practical Aspects of Knowledge Management
Specifying Mining Algorithms with Iterative User-Defined Aggregates: A Case Study
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Spatial Subgroup Mining Integrated in an Object-Relational Spatial Database
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
On Supporting Interactive Association Rule Mining
DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
Mining Association Rules from XML Data
DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery
A Comparison between Query Languages for the Extraction of Association Rules
DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery
Constraint-Based Discovery and Inductive Queries: Application to Association Rule Mining
Proceedings of the ESF Exploratory Workshop on Pattern Detection and Discovery
A perspective on inductive databases
ACM SIGKDD Explorations Newsletter
Handling very large numbers of association rules in the analysis of microarray data
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Knowledge discovery in databases: the purpose, necessity, and challenges
Handbook of data mining and knowledge discovery
Handbook of data mining and knowledge discovery
A User-driven and Quality-oriented Visualization for Mining Association Rules
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Specifying Mining Algorithms with Iterative User-Defined Aggregates
IEEE Transactions on Knowledge and Data Engineering
Opportunity map: a visualization framework for fast identification of actionable knowledge
Proceedings of the 14th ACM international conference on Information and knowledge management
Integrating K-Means Clustering with a Relational DBMS Using SQL
IEEE Transactions on Knowledge and Data Engineering
KDDML: a middleware language and system for knowledge discovery in databases
Data & Knowledge Engineering
Rule interestingness analysis using OLAP operations
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Opportunity map: identifying causes of failure - a deployed data mining system
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Expressive power of an algebra for data mining
ACM Transactions on Database Systems (TODS)
Modeling and language support for the management of pattern-bases
Data & Knowledge Engineering
Visual Analytics: A 2D-3D visualization support for human-centered rule mining
Computers and Graphics
Interactive visual exploration of association rules with rule-focusing methodology
Knowledge and Information Systems
Optimization of association rule mining queries
Intelligent Data Analysis
Managing large collections of data mining models
Communications of the ACM - Alternate reality gaming
Query languages and data models for database sequences and data streams
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Cost-based query optimization for complex pattern mining on multiple databases
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
An inductive database and query language in the relational model
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Information and Software Technology
Efficient online mining of large databases
International Journal of Business Information Systems
Designing an inductive data stream management system: the stream mill experience
SSPS '08 Proceedings of the 2nd international workshop on Scalable stream processing system
A Logic-Based Approach to Mining Inductive Databases
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
SINDBAD and SiQL: An Inductive Database and Query Language in the Relational Model
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
A constraint-based querying system for exploratory pattern discovery
Information Systems
The Panda framework for comparing patterns
Data & Knowledge Engineering
Distributed Data Mining Methodology with Classification Model Example
ICCCI '09 Proceedings of the 1st International Conference on Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems
Software—Practice & Experience
DSVIS'06 Proceedings of the 13th international conference on Interactive systems: Design, specification, and verification
Two-phase data warehouse optimized for data mining
BIRTE'06 Proceedings of the 1st international conference on Business intelligence for the real-time enterprises
UI-HCII'07 Proceedings of the 2nd international conference on Usability and internationalization
On interactive pattern mining from relational databases
KDID'06 Proceedings of the 5th international conference on Knowledge discovery in inductive databases
Integrating decision tree learning into inductive databases
KDID'06 Proceedings of the 5th international conference on Knowledge discovery in inductive databases
An integrated multi-task inductive database VINLEN: initial implementation and early results
KDID'06 Proceedings of the 5th international conference on Knowledge discovery in inductive databases
IQL: a proposal for an inductive query language
KDID'06 Proceedings of the 5th international conference on Knowledge discovery in inductive databases
On a fuzzy group-by and its use for fuzzy association rule mining
ADBIS'10 Proceedings of the 14th east European conference on Advances in databases and information systems
Relational languages and data models for continuous queries on sequences and data streams
ACM Transactions on Database Systems (TODS)
A comparative study of signature based indexes for efficient retrieval of temporal patterns
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
A relational view of pattern discovery
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications - Volume Part I
Incremental association rule mining using materialized data mining views
ADVIS'04 Proceedings of the Third international conference on Advances in Information Systems
Optimization of association rules extraction through exploitation of context dependent constraints
AI*IA'05 Proceedings of the 9th conference on Advances in Artificial Intelligence
Integrating pattern mining in relational databases
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Conceptual modeling for classification mining in data warehouses
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
An inductive database system based on virtual mining views
Data Mining and Knowledge Discovery
Extending the UML for designing association rule mining models for data warehouses
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
Bitmap index-based decision trees
ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
A relational query primitive for constraint-based pattern mining
Proceedings of the 2004 European conference on Constraint-Based Mining and Inductive Databases
Generic pattern mining via data mining template library
Proceedings of the 2004 European conference on Constraint-Based Mining and Inductive Databases
Pattern based management: data models and architectural aspects
EDBT'04 Proceedings of the 2004 international conference on Current Trends in Database Technology
A framework for cluster management
EDBT'04 Proceedings of the 2004 international conference on Current Trends in Database Technology
A unified framework for heterogeneous patterns
Information Systems
Mining databases and data streams with query languages and rules
KDID'05 Proceedings of the 4th international conference on Knowledge Discovery in Inductive Databases
Inductive databases in the relational model: the data as the bridge
KDID'05 Proceedings of the 4th international conference on Knowledge Discovery in Inductive Databases
Semantic knowledge integration to support inductive query optimization
DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
Information Sciences: an International Journal
MiningZinc: a modeling language for constraint-based mining
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
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The tremendous number of rules generated in the miningprocess makes it necessary for any good data mining system toprovide for powerful query primitives to post-process the generatedrulebase, as well as for performing selective, query basedgeneration. In this paper, we present the design and compilation ofMSQL, the rule query language developed as part of theDiscovery Board system.