Formal Concept Analysis

12th International Conference, ICFCA 2014, Cluj-Napoca, Romania , June 10-13, 2014. Proceedings

Cynthia Vera Glodeanu, Mehdi Kaytoue, Christian Sacarea (Herausgeber)

Buch | Softcover

XII, 297 Seiten

2014
Springer International Publishing (Verlag)
978-3-319-07247-0 (ISBN)

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This book constitutes the refereed proceedings of the 12th International Conference on Formal Concept Analysis, ICFCA 2014, held in Cluj-Napoca, Romania, in June 2014. The 16 regular papers presented together with 3 invited talks were carefully reviewed and selected from 39 submissions. The papers in this volume cover a rich range of FCA aspects, such as theory, enhanced FCA. Knowledge discovery and knowledge spaces, as well as methods and applications. In addition the book contains a reprint of the first publication "Sub direct decomposition of concept lattices" by Rudolf Wille.

Learning Spaces, and How to Build Them.- On the Succinctness of Closure Operator Representations.- MDL in Pattern Mining: A Brief Introduction to Krimp.- Upper Bound for the Number of Concepts of Contranominal-Scale Free Contexts.- Algebraicity and the Tensor Product of Concept Lattices.- On the Existence of Isotone Galois Connections between Preorders.- Directed Tree Decompositions.- A Proposition for Combining Pattern Structures and Relational Concept Analysis.- RCA as a Data Transforming Method: A Comparison with Propositionalisation.- Ordinal Factor Analysis of Graded Data.- On Knowledge Spaces and Item Testing.- Scalable Estimates of Concept Stability.- Factors and Skills.- Automatized Construction of Implicative Theory of Algebraic Identities of Size Up to 5.- Closed Patterns and Abstraction Beyond Lattices.- Mining Videos from the Web for Electronic Textbooks.- Automated Enzyme Classification by Formal Concept Analysis.- Multi layered, Blocked Formal Concept Analyses for Adaptive Image Compression.- Attribute Exploration with Proper Premises and Incomplete Knowledge Applied to the Free Radical Theory of Ageing.- Sub direct Decomposition of Concept Lattices.

Erscheint lt. Verlag	21.5.2014
Reihe/Serie	Lecture Notes in Artificial Intelligence
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XII, 297 p. 58 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	480 g
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	concept hierarchy • ConText • Data Mining • FCA • formal concept analysis • Knowledge Discovery • Knowledge Representation • lattice theory • machine learning • Order theory
ISBN-10	3-319-07247-1 / 3319072471
ISBN-13	978-3-319-07247-0 / 9783319072470
Zustand	Neuware