C4.5: programs for machine learning
C4.5: programs for machine learning
ACM SIGMOD Record
Principles of programming with complex objects and collection types
ICDT '92 Selected papers of the fourth international conference on Database theory
The nature of statistical learning theory
The nature of statistical learning theory
Normal forms and conservative extension properties for query languages over collection types
Journal of Computer and System Sciences
Query languages for bags and aggregate functions
Journal of Computer and System Sciences - Special issue on principles of database systems
Efficiently mining long patterns from databases
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Efficient mining of emerging patterns: discovering trends and differences
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Principal type-schemes for functional programs
POPL '82 Proceedings of the 9th ACM SIGPLAN-SIGACT symposium on Principles of programming languages
Remarks on the algebra of non first normal form relations
PODS '82 Proceedings of the 1st ACM SIGACT-SIGMOD symposium on Principles of database systems
Levelwise Search and Borders of Theories in KnowledgeDiscovery
Data Mining and Knowledge Discovery
Object Exchange Across Heterogeneous Information Sources
ICDE '95 Proceedings of the Eleventh International Conference on Data Engineering
The Space of Jumping Emerging Patterns and Its Incremental Maintenance Algorithms
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
Geography of Differences between Two Classes of Data
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Proceedings of the 5th International Conference on Intelligent Systems for Molecular Biology
Kleisli: Its Exchange Format, Supporting Tools, and an Application in Protein Interaction Extraction
BIBE '00 Proceedings of the 1st IEEE International Symposium on Bioinformatics and Biomedical Engineering
Chi2: Feature Selection and Discretization of Numeric Attributes
TAI '95 Proceedings of the Seventh International Conference on Tools with Artificial Intelligence
Kleisli, a functional query system
Journal of Functional Programming
DiscoveryLink: a system for integrated access to life sciences data sources
IBM Systems Journal - Deep computing for the life sciences
A consideration on normal form of not-necessarily-normalized relation in the relational data model
VLDB '77 Proceedings of the third international conference on Very large data bases - Volume 3
An analysis of Bayesian classifiers
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Data & Knowledge Engineering - Special issue: XML schema and data management
Functional and multivalued dependencies in nested databases generated by record and list constructor
Annals of Mathematics and Artificial Intelligence
Axiomatisations of functional dependencies in the presence of records, lists, sets and multisets
Theoretical Computer Science - Logic, language, information and computation
Horn clauses and functional dependencies in complex-value databases
ADC '06 Proceedings of the 17th Australasian Database Conference - Volume 49
Deciding implication for functional dependencies in complex-value databases
Theoretical Computer Science - Logic, language, information and computation
Artificial Intelligence in Medicine
The Implication Problem of Functional Dependencies in Complex-value Databases
Electronic Notes in Theoretical Computer Science (ENTCS)
Collection type constructors in entity-relationship modeling
ER'07 Proceedings of the 26th international conference on Conceptual modeling
The nested list normal form for functional and multivalued dependencies
FoIKS'06 Proceedings of the 4th international conference on Foundations of Information and Knowledge Systems
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Informatics has helped launch molecular biology into the genomic era. It appears certain that informatics will remain a major contributor to molecular biology in the post-genome era.We discuss here data integration and datamining in bioinformatics, as well as the role that database theory played in these topics. We also describe LIMS as a third key topic in bioinformatics where advances in database system and theory can be very relevant.