Incremental learning optimization on knowledge discovery in dynamic business intelligent systems

DOI10.1007/s10898-010-9607-8zbMath1230.90113OpenAlexW2013538923WikidataQ57514839 ScholiaQ57514839MaRDI QIDQ652678

Dun Liu, Junbo Zhang, Da Ruan, Tianrui Li

Publication date: 15 December 2011

Published in: Journal of Global Optimization (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10898-010-9607-8

zbMATH Keywords

optimizationaccuracyrough set theoryincremental learningcoveragebusiness informationinteresting knowledge

Mathematics Subject Classification ID

Management decision making, including multiple objectives (90B50)

Related Items

A fuzzy rough set approach for incremental feature selection on hybrid information systems, An Incremental Learning Approach for Updating Approximations in Rough Set Model Over Dual-Universes, Rough sets based matrix approaches with dynamic attribute variation in set-valued information systems, A rough set-based incremental approach for learning knowledge in dynamic incomplete information systems, Composite rough sets for dynamic data mining, Dynamic maintenance of approximations in set-valued ordered decision systems under the attribute generalization, Knowledge reduction of dynamic covering decision information systems when varying covering cardinalities, Incremental update of approximations in dominance-based rough sets approach under the variation of attribute values, Domain-wise approaches for updating approximations with multi-dimensional variation of ordered information systems, Efficient updating rough approximations with multi-dimensional variation of ordered data, An incremental approach to obtaining attribute reduction for dynamic decision systems, Dynamical updating fuzzy rough approximations for hybrid data under the variation of attribute values, A unified incremental reduction with the variations of the object for decision tables

Uses Software

• RRIA

Cites Work

• Dynamic analysis for the selection of parameters and initial population, in particle swarm optimization
• Dynamic sample budget allocation in model-based optimization
• A multicriteria approach for rating the credit risk of financial institutions
• Fuzzy bilevel programming with multiple objectives and cooperative multiple followers
• Positive approximation: an accelerator for attribute reduction in rough set theory
• Variable precision rough set model
• Handbook of multicriteria analysis
• A rough set based dynamic maintenance approach for approximations in coarsening and refining attribute values
• An Incremental Approach for Inducing Knowledge from Dynamic Information Systems
• Encyclopedia of Optimization
• Rough sets
• ROUGH SET THEORY AND ITS APPLICATIONS TO DATA ANALYSIS
• Transactions on Rough Sets I
• Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing
• Data mining. Concepts and techniques
• Unnamed Item
• Unnamed Item
• Unnamed Item