TY  - GEN
AU  - Lakhal, Lotfi
AU  - Stumme, Gerd
A2  - Ganter, Bernhard
A2  - Stumme, Gerd
A2  - Wille, Rudolf
T1  - Efficient Mining of Association Rules Based on Formal Concept Analysis
JO  - 
PB  - Springer
C1  - Heidelberg
PY  - 2005/
VL  - 3626
IS  - 
SP  - 180
EP  - 195
UR  - http://www.kde.cs.uni-kassel.de/stumme/papers/2005/lakhal2005efficient.pdf
DO  - 
KW  - 2005
KW  - analysis
KW  - association
KW  - book
KW  - closed
KW  - concept
KW  - condensed
KW  - data
KW  - discovery
KW  - fca
KW  - formal
KW  - itegpub
KW  - itemsets
KW  - kdd
KW  - knowledge
KW  - l3s
KW  - mining
KW  - myown
KW  - representations
KW  - rules
L1  - 
N1  - Publications of Gerd Stumme
N1  - 
AB  - Association rules are a popular knowledge discovery technique for
<p>warehouse basket analysis. They indicate which items of the
<p>warehouse are frequently bought together. The problem of association
<p>rule mining has first been stated in 1993. Five years later, several
<p>research groups discovered that this problem has a strong connection
<p>to Formal Concept Analysis (FCA). In this survey, we will first
<p>introduce some basic ideas of this connection along a specific
<p>algorithm,  and show how FCA helps in reducing the number
<p>of resulting rules without loss of information, before giving a
<p>general overview over the history and state of the art of applying
<p>FCA for association rule mining.
ER  -

TY  - JOUR
AU  - Pasquier, Nicolas
AU  - Taouil, Rafik
AU  - Bastide, Yves
AU  - Stumme, Gerd
AU  - Lakhal, Lotfi
T1  - Generating a Condensed Representation for Association Rules
JO  - Journal Intelligent Information Systems (JIIS)
PY  - 2005/
VL  - 24
IS  - 1
SP  - 29
EP  - 60
UR  - http://www.kde.cs.uni-kassel.de/stumme/papers/2005/pasquier2005generating.pdf
DO  - 
KW  - 2005
KW  - OntologyHandbook
KW  - analysis
KW  - association
KW  - closed
KW  - concept
KW  - condensed
KW  - data
KW  - discovery
KW  - fca
KW  - formal
KW  - itegpub
KW  - itemset
KW  - kdd
KW  - knowledge
KW  - l3s
KW  - mining
KW  - myown
KW  - representations
KW  - rule
KW  - rules
KW  - sets
L1  - 
SN  - 
N1  - Publications of Gerd Stumme
N1  - 
AB  - 
ER  -

TY  - CONF
AU  - Bastide, Y.
AU  - Taouil, R.
AU  - Pasquier, N.
AU  - Stumme, G.
AU  - Lakhal, L.
A2  - 
T1  - Levelwise Search of Frequent Patterns
T2  - Actes des 16ièmes Journées Bases de Données Avancées
PB  - Blois
C1  - France
PY  - 2000/oct 24-27
CY  -  
VL  - 
IS  - 
SP  - 307
EP  - 322
UR  - http://www.kde.cs.uni-kassel.de/stumme/papers/2000/BDA00.pdf
DO  - 
KW  - 2000
KW  - algorithm
KW  - algorithms
KW  - analysis
KW  - association
KW  - closed
KW  - concept
KW  - condensed
KW  - data
KW  - discovery
KW  - fca
KW  - formal
KW  - frequent
KW  - itemsets
KW  - kdd
KW  - knowledge
KW  - mining
KW  - myown
KW  - representations
KW  - rules
L1  - 
SN  - 
N1  - Publications of Gerd Stumme
N1  - 
AB  - 
ER  -

TY  - RPRT
AU  - Stumme, G.
A2  - 
T1  - Conceptual Knowledge Discovery with Frequent Concept Lattices
PB  - TU Darmstadt
AD  - 
PY  - 1999/
VL  - 
IS  - 
SP  - 
EP  - 
UR  - http://www.kde.cs.uni-kassel.de/stumme/papers/1999/P2043.pdf
DO  - 
KW  - 1999
KW  - analysis
KW  - association
KW  - closed
KW  - concept
KW  - condensed
KW  - data
KW  - discovery
KW  - fca
KW  - formal
KW  - frequent
KW  - iceberg
KW  - itemsets
KW  - kdd
KW  - knowledge
KW  - lattices
KW  - mining
KW  - myown
KW  - representations
KW  - rule
KW  - rules
L1  - 
N1  - Publications of Gerd Stumme
N1  - FB4-Preprint 2043
N1  - 
AB  - 
ER  -