Kluegl, Peter, Toepfer, Martin, Lemmerich, Florian, Hotho, Andreas, Puppe, Frank,
Exploiting Structural Consistencies with Stacked Conditional Random Fields, in:
Mathematical Methodologies in Pattern Recognition and Machine Learning Springer Proceedings in Mathematics & Statistics
30
(2013),
S. 111-125.
Atzmueller, Martin, Beer, Stephanie, Puppe, Frank,
{Data Mining, Validation and Collaborative Knowledge Capture}, in:
Brüggemann, Stefan, d’Amato, Claudia (Hrsg.), Collaboration and the Semantic Web: Social Networks, Knowledge Networks, and Knowledge Resources 2012,
S. 149-167.
Klügl, Peter, Toepfer, Martin, Lemmerich, Florian, Hotho, Andreas, Puppe, Frank
; Flach, Peter A., Bie, Tijl De, Cristianini, Nello:
Collective Information Extraction with Context-Specific Consistencies..
7523.
In: ECML/PKDD (1)
: Springer,
2012
(Lecture Notes in Computer Science). - ISBN
978-3-642-33459-7,
S. 728-743
Klügl, Peter, Toepfer, Martin, Lemmerich, Florian, Hotho, Andreas, Puppe, Frank
; Carmona, Pedro Latorre, Sánchez, J. Salvador, Fred, Ana:
Stacked Conditional Random Fields Exploiting Structural Consistencies.
In: Proceedings of 1st International Conference on Pattern Recognition Applications and Methods ICPRAM.
Vilamoura, Algarve, Portugal
: SciTePress,
2012,
S. 240-248
Atzmueller, Martin, Beer, Stephanie, Puppe, Frank,
{Data Mining, Validation and Collaborative Knowledge Capture}, in:
Brüggemann, Stefan, d’Amato, Claudia (Hrsg.), Collaboration and the Semantic Web: Social Networks, Knowledge Networks and Knowledge Resources. 2011.
Toepfer, Martin, Kluegl, Peter, Hotho, Andreas, Puppe, Frank:
Segmentation of References with Skip-Chain Conditional Random Fields for Consistent Label Transitions.
In: Workshop Notes of the LWA 2011 - Learning, Knowledge, Adaptation,
2011
Kluegl, Peter, Hotho, Andreas, Puppe, Frank
; Dillmann, Rüdiger, Beyerer, Jürgen, Hanebeck, Uwe D., Schultz, Tanja:
Local Adaptive Extraction of References.
In: KI 2010: Advances in Artificial Intelligence, 33rd Annual German Conference on AI
: Springer,
2010
( LNAI 6359). - ISBN
978-3-642-16110-0,
S. 40-47
Toepfer, Martin, Kluegl, Peter, Hotho, Andreas, Puppe., Frank
; Atzmüller, Martin, Benz, Dominik, Hotho, Andreas, Stumme, Gerd:
Conditional Random Fields For Local Adaptive Reference Extraction.
In: Proceedings of LWA2010 - Workshop-Woche: Lernen, Wissen {\&} Adaptivitaet.
Kassel, Germany,
2010
Atzmueller, Martin, Beer, Stephanie, Puppe, Frank:
{A Data Warehouse-Based Approach for Quality Management, Evaluation and Analysis of Intelligent Systems using Subgroup Mining}.
In: Proc. 22nd International Florida Artificial Intelligence Research Society Conference (FLAIRS), accepted
: AAAI Press,
2009,
S. 372-377
Atzmueller, Martin, Puppe, Frank, Buscher, Hans-Peter,
{A Semi-Automatic Approach for Confounding-Aware Subgroup Discovery}, in:
International Journal on Artificial Intelligence Tools (IJAIT)
18
1
(2009),
S. 1 -- 18.
Atzmueller, Martin, Beer, Stephanie, Hörnlein, Alexander, Melcher, Ralf, Lührs, Hardi, Puppe, Frank:
{Design and Implementation of a Data Warehouse for Quality Management, System Evaluation and Knowledge Discovery in the Medical Domain}.
In: Proc. 1st European Workshop on Design, Evaluation and Refinement of Intelligent Systems.
Erfurt,
2008
Puppe, Frank, Atzmueller, Martin, Buscher, Georg, Huettig, Matthias, Lührs, Hardi, Buscher, Hans-Peter:
{Application and Evaluation of a Medical Knowledge-System in Sonography (SonoConsult)}.
In: Proc. 18th European Conference on Artificial Intelligence (ECAI 20008), accepted,
2008
Atzmueller, Martin, Puppe, Frank:
{Causal Subgroup Analysis for Detecting Confounding}.
In: Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2007).
Wuerzburg, Germany,
2007
Atzmueller, Martin, Baumeister, Joachim, Klügl, Peter, Puppe, Frank:
{Rapid Knowledge Capture Using Subgroup Discovery with Incremental Refinement}.
In: Proc. 4th International Conference on Knowledge Capture (K-CAP 2007)
: ACM Press,
2007,
S. 31--38
Atzmueller, Martin, Puppe, Frank:
{Case-Based Characterization and Analysis of Subgroup Patterns}.
In: Proc. LWA 2006 (KDML Special Track), Hildesheimer Informatik Berichte
: University of Hildesheim,
2006
Atzmueller, Martin, Puppe, Frank:
{SD-Map -- A Fast Algorithm for Exhaustive Subgroup Discovery}.
4213.
In: Proc. 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2006),
2006
(LNAI),
S. 6-17
Baumeister, Joachim, Atzmueller, Martin, Kluegl, Peter, Puppe, Frank
; Sutcliffe, Geoff, Goebel, Randy:
{Conservative and Creative Strategies for the Refinement of Scoring Rules}.
In: Proc. 19th Intl. Florida Artificial Intelligence Research Society Conference 2006 (FLAIRS-2006)
: AAAI Press,
2006,
S. 408--413
Atzmueller, Martin, Baumeister, Joachim, Puppe, Frank:
{Exemplifying Subgroup Mining Results for Interactive Knowledge Refinement}.
In: Proc. 13th Leipziger Informatik-Tage 2005 (LIT 2005),
2005
(LNI),
S. 101-106
Atzmueller, Martin, Baumeister, Joachim, Hemsing, Achim, Richter, Ernst-Jürgen, Puppe, Frank:
{Subgroup Mining for Interactive Knowledge Refinement}.
In: Proc. 10th Conference on Artificial Intelligence in Medicine (AIME 05),
2005
(LNAI 3581),
S. 453--462
Baumeister, Joachim, Atzmueller, Martin, Puppe, Frank:
{Inductive Learning for Case-Based Diagnosis with Multiple Faults}.
2416.
In: Advances in Case-Based Reasoning,
2002
(LNAI). -
Proc. 6th European Conference on Case-Based Reasoning (ECCBR 2002),
S. 28-42