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- W2161109901 abstract "The Ninth International Conference “Concept Lattices and Applications (CLA 2012)” was held in Fuengirola (Malaga), Spain from October 11th until October 14th 2012. CLA is a conference series which was started in 2002 and which focuses on Concept Lattices, Formal Concept Analysis (FCA) and Galois Lattices. FCA was invented by Rudolf Wille in the 1980s as a mathematical modeling of hierarchies, data analysis and conceptual descriptions using mathematical lattice theory. A binary relation (for example between some objects and their attributes) is modeled as a formal context which is transformed into a concept lattice. Because binary relations can be extracted from any relational database or other data repository, FCA has applications in many disciplines, such as data and knowledge processing, information retrieval, data mining, reasoning and software engineering. Since the 1980s, FCA has grown into a reasonably large international research community with two annual international conference series (CLA and ICFCA). Concept lattices can be graphically represented which encourages the development of graphical interfaces for end users and poses interesting research questions relating to graph theory. In the context of “big data”, research questions focus on improving the efficiency of FCA algorithms and on decomposing formal contexts into meaningful smaller units. More recently there has been an increasing interest in Fuzzy FCA, which supports the application of FCA to non-discrete datasets and the factorization of binary matrices as a generalization of formal contexts. This special issue contains the 9 best papers from CLA 2012. In total 44 papers were submitted to CLA 2012 out of which 28 papers were accepted as full papers and published as Volume 972 in the CEUR series (ceur-ws.org). For the special issue, the authors" @default.
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- W2161109901 date "2014-03-08" @default.
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- W2161109901 title "Preface to the special issue on concept lattices and their applications—CLA 2012" @default.
- W2161109901 doi "https://doi.org/10.1007/s10472-014-9410-1" @default.
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