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ORCIDBibTeX records: Martin Atzmüller
@article{DBLP:journals/datamine/AtzmuellerFKS24,
author = {Martin Atzmueller and
Johannes F{\"{u}}rnkranz and
Tom{\'{a}}s Kliegr and
Ute Schmid},
title = {Explainable and interpretable machine learning and data mining},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {5},
pages = {2571--2595},
year = {2024}
}
@article{DBLP:journals/ijdsa/BloemheuvelHA24,
author = {Stefan Bloemheuvel and
Jurgen van den Hoogen and
Martin Atzmueller},
title = {Graph construction on complex spatiotemporal data for enhancing graph
neural network-based approaches},
journal = {Int. J. Data Sci. Anal.},
volume = {18},
number = {2},
pages = {157--174},
year = {2024}
}
@inproceedings{DBLP:conf/icde/HoogenHA24,
author = {Jurgen van den Hoogen and
Dan Hudson and
Martin Atzmueller},
title = {Data-Hungry Fault Detection Algorithms Can Try Transfer Learning for
Starters},
booktitle = {{ICDEW}},
pages = {91--95},
publisher = {{IEEE}},
year = {2024}
}
@inproceedings{DBLP:conf/iwinac/ChowdhuryMMA24,
author = {Arnab Ghosh Chowdhury and
David Massan{\'{e}}s and
Steffen Meinert and
Martin Atzmueller},
title = {A Framework for Explanation-Aware Visualization and Adjudication in
Object Detection: First Results and Perspectives},
booktitle = {{IWINAC}},
series = {Lecture Notes in Computer Science},
volume = {14674},
pages = {496--506},
publisher = {Springer},
year = {2024}
}
@proceedings{DBLP:conf/ecai/2023w1,
editor = {Slawomir Nowaczyk and
Przemyslaw Biecek and
Neo Christopher Chung and
Mauro Vallati and
Pawel Skruch and
Joanna Jaworek{-}Korjakowska and
Simon Parkinson and
Alexandros Nikitas and
Martin Atzm{\"{u}}ller and
Tom{\'{a}}s Kliegr and
Ute Schmid and
Szymon Bobek and
Nada Lavrac and
Marieke Peeters and
Roland van Dierendonck and
Saskia Robben and
Eunika Mercier{-}Laurent and
G{\"{u}}lg{\"{u}}n Kayakutlu and
Mieczyslaw Lech Owoc and
Karl Mason and
Abdul Wahid and
Pierangela Bruno and
Francesco Calimeri and
Francesco Cauteruccio and
Giorgio Terracina and
Diedrich Wolter and
Jochen L. Leidner and
Michael Kohlhase and
Vania Dimitrova},
title = {Artificial Intelligence. {ECAI} 2023 International Workshops - XAI{\({^3}\)},
TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Krak{\'{o}}w,
Poland, September 30 - October 4, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1947},
publisher = {Springer},
year = {2024}
}
@proceedings{DBLP:conf/ecai/2023w2,
editor = {Slawomir Nowaczyk and
Przemyslaw Biecek and
Neo Christopher Chung and
Mauro Vallati and
Pawel Skruch and
Joanna Jaworek{-}Korjakowska and
Simon Parkinson and
Alexandros Nikitas and
Martin Atzm{\"{u}}ller and
Tom{\'{a}}s Kliegr and
Ute Schmid and
Szymon Bobek and
Nada Lavrac and
Marieke Peeters and
Roland van Dierendonck and
Saskia Robben and
Eunika Mercier{-}Laurent and
G{\"{u}}lg{\"{u}}n Kayakutlu and
Mieczyslaw Lech Owoc and
Karl Mason and
Abdul Wahid and
Pierangela Bruno and
Francesco Calimeri and
Francesco Cauteruccio and
Giorgio Terracina and
Diedrich Wolter and
Jochen L. Leidner and
Michael Kohlhase and
Vania Dimitrova},
title = {Artificial Intelligence. {ECAI} 2023 International Workshops - XAI{\({^3}\)},
TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Krak{\'{o}}w,
Poland, September 30 - October 4, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1948},
publisher = {Springer},
year = {2024}
}
@article{DBLP:journals/data/ShayanRZA23,
author = {Parisa Shayan and
Roberto Rondinelli and
Menno van Zaanen and
Martin Atzmueller},
title = {Multi-Level Analysis of Learning Management Systems' User Acceptance
Exemplified in Two System Case Studies},
journal = {Data},
volume = {8},
number = {3},
pages = {45},
year = {2023}
}
@article{DBLP:journals/datamine/IferroudjeneLRPA23,
author = {Mouloud Iferroudjene and
Corentin Lonjarret and
C{\'{e}}line Robardet and
Marc Plantevit and
Martin Atzmueller},
title = {Methods for explaining Top-N recommendations through subgroup discovery},
journal = {Data Min. Knowl. Discov.},
volume = {37},
number = {2},
pages = {833--872},
year = {2023}
}
@article{DBLP:journals/es/JorgeAHGRS23,
author = {Carolina Centeio Jorge and
Martin Atzmueller and
Behzad Momahed Heravi and
Jenny L. Gibson and
Rosaldo J. F. Rossetti and
Cl{\'{a}}udio Rebelo de S{\'{a}}},
title = {"Want to come play with me?" Outlier subgroup discovery
on spatio-temporal interactions},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {40},
number = {5},
year = {2023}
}
@article{DBLP:journals/ijdsa/BloemheuvelHJMA23,
author = {Stefan Bloemheuvel and
Jurgen van den Hoogen and
Dario Jozinovic and
Alberto Michelini and
Martin Atzmueller},
title = {Graph neural networks for multivariate time series regression with
application to seismic data},
journal = {Int. J. Data Sci. Anal.},
volume = {16},
number = {3},
pages = {317--332},
year = {2023}
}
@article{DBLP:journals/inffus/GorrizIMAABBBBCCCCCDDDEFFFGGJROG23,
author = {J. M. G{\'{o}}rriz and
I. {\'{A}}lvarez Ill{\'{a}}n and
Agust{\'{\i}}n {\'{A}}lvarez Marquina and
Juan Eloy Arco and
Martin Atzm{\"{u}}ller and
F. Ballarini and
Emilia I. Barakova and
Guido Bologna and
Mar{\'{\i}}a Paula Bonomini and
Germ{\'{a}}n Castellanos{-}Dom{\'{\i}}nguez and
Diego Castillo{-}Barnes and
S. B. Cho and
A. Ricardo Contreras and
J. M. Cuadra and
Enrique Dom{\'{\i}}nguez and
Francisco Dom{\'{\i}}nguez{-}Mateos and
Richard J. Duro and
David A. Elizondo and
Antonio Fern{\'{a}}ndez{-}Caballero and
Eduardo Fern{\'{a}}ndez and
Marco A. Formoso and
Nicol{\'{a}}s Gallego{-}Molina and
Javier Gamazo and
Javier Gonz{\'{a}}lez Jim{\'{e}}nez and
Jacob Rodriguez{-}Rivero and
Carlos Garre del Olmo and
F. Javier Garrig{\'{o}}s and
Andr{\'{e}}s G{\'{o}}mez{-}Rodellar and
Pedro G{\'{o}}mez Vilda and
Manuel Gra{\~{n}}a and
Bernab{\'{e}} Rodr{\'{\i}}guez{-}Tapia and
Sophie C. F. Hendrikse and
Carmen Jimenez{-}Mesa and
Marina Jodra{-}Chuan and
Vicente Juli{\'{a}}n and
G. Gabriela Kotz and
Krzysztof Kutt and
Matthew Leming and
Javier de Lope Asia{\'{\i}}n and
Beatriz del Cisne Macas Ord{\'{o}}nez and
V. Marrero{-}Aguiar and
Jos{\'{e}} Javier Mart{\'{\i}}nez and
Francisco Jes{\'{u}}s Mart{\'{\i}}nez{-}Murcia and
Rafael Mart{\'{\i}}nez{-}Tom{\'{a}}s and
Jir{\'{\i}} Mekyska and
Grzegorz J. Nalepa and
Paulo Novais and
D. Orellana and
Andr{\'{e}}s Ortiz and
Daniel Palacios{-}Alonso and
Jos{\'{e}} T. Palma and
Ant{\'{o}}nio Pereira and
Pedro Pinacho Davidson and
Mar{\'{\i}}a Ang{\'{e}}lica Pinninghoff and
M. Ponticorvo and
Alexandra Psarrou and
Javier Ram{\'{\i}}rez and
Mariano Rinc{\'{o}}n and
V. Rodellar{-}Biarge and
Ignacio Rodr{\'{\i}}guez{-}Rodr{\'{\i}}guez and
Peter H. M. P. Roelofsma and
Jos{\'{e}} Santos and
Diego Salas{-}Gonzalez and
Pedro Salcedo Lagos and
Ferm{\'{\i}}n Segovia and
Afshin Shoeibi and
M. Silva and
Dragan Simic and
John Suckling and
Jan Treur and
Athanasios Tsanas and
Ramiro Varela and
S. H. Wang and
Wei Wang and
Y. D. Zhang and
Hengde Zhu and
Z. Zhu and
J. M. Ferr{\'{a}}ndez{-}Vicente},
title = {Computational approaches to Explainable Artificial Intelligence: Advances
in theory, applications and trends},
journal = {Inf. Fusion},
volume = {100},
pages = {101945},
year = {2023}
}
@inproceedings{DBLP:conf/dsaa/HoogenHBA23,
author = {Jurgen van den Hoogen and
Dan Hudson and
Stefan Bloemheuvel and
Martin Atzmueller},
title = {Hyperparameter Analysis of Wide-Kernel {CNN} Architectures in Industrial
Fault Detection - An Exploratory Study},
booktitle = {{DSAA}},
pages = {1--2},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/dsaa/SzelazekHBNA23,
author = {Maciej Szelazek and
Dan Hudson and
Szymon Bobek and
Grzegorz J. Nalepa and
Martin Atzmueller},
title = {Enhanced Explanations for Knowledge-Augmented Clustering using Subgroup
Discovery},
booktitle = {{DSAA}},
pages = {1--11},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/ecai/SeipelWWRA23,
author = {Dietmar Seipel and
Marcel Waleska and
Daniel Weidner and
Sven Rausch and
Martin Atzmueller},
title = {Post-mining on Association Rule Bases},
booktitle = {{ECAI} Workshops {(2)}},
series = {Communications in Computer and Information Science},
volume = {1948},
pages = {23--35},
publisher = {Springer},
year = {2023}
}
@inproceedings{DBLP:conf/ecai/HudsonA23,
author = {Dan Hudson and
Martin Atzmueller},
title = {Subgroup Discovery with SD4Py},
booktitle = {{ECAI} Workshops {(1)}},
series = {Communications in Computer and Information Science},
volume = {1947},
pages = {338--348},
publisher = {Springer},
year = {2023}
}
@inproceedings{DBLP:conf/eicc/AtzmuellerSK23,
author = {Martin Atzmueller and
Sophia Sylvester and
Rushed Kanawati},
title = {Exploratory and Explanation-Aware Network Intrusion Profiling using
Subgroup Discovery and Complex Network Analysis},
booktitle = {{EICC}},
pages = {153--158},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/flairs/SchwenkeA23,
author = {Leonid Schwenke and
Martin Atzmueller},
title = {Making Time Series Embeddings More Interpretable in Deep Learning
- Extracting Higher-Level Features via Symbolic Approximation Representations},
booktitle = {{FLAIRS}},
publisher = {{AAAI} Press},
year = {2023}
}
@inproceedings{DBLP:conf/flairs/SchwenkeBA23,
author = {Leonid Schwenke and
Stefan Bloemheuvel and
Martin Atzmueller},
title = {Identifying Informative Nodes in Attributed Spatial Sensor Networks
Using Attention for Symbolic Abstraction in a GNN-based Modeling Approach},
booktitle = {{FLAIRS}},
publisher = {{AAAI} Press},
year = {2023}
}
@inproceedings{DBLP:conf/gil/SikouonmeuA23,
author = {Freddy Sikouonmeu and
Martin Atzmueller},
title = {Active-learning-driven deep interactive segmentation for cost-effective
labeling of crop-weed image data},
booktitle = {{GIL} Jahrestagung},
series = {{LNI}},
volume = {{P-330}},
pages = {507--512},
publisher = {Gesellschaft f{\"{u}}r Informatik e.V.},
year = {2023}
}
@inproceedings{DBLP:conf/icdm/HudsonHMA23,
author = {Dan Hudson and
Ruud J. R. Den Hartigh and
L. Rens A. Meerhoff and
Martin Atzmueller},
title = {Explainable Multi-Modal and Local Approaches to Modelling Injuries
in Sports Data},
booktitle = {{ICDM} (Workshops)},
pages = {949--957},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/icmla/MarkertHMTA23,
author = {Timo Markert and
Elias Hoerner and
Sebastian Matich and
Andreas Theissler and
Martin Atzmueller},
title = {Robotic Peg-in-Hole Insertion with Tight Clearances: {A} Force-based
Deep Q-Learning Approach},
booktitle = {{ICMLA}},
pages = {1045--1051},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/indin/AhmedWA23,
author = {Martin ben Ahmed and
Niklas Wilming and
Martin Atzmueller},
title = {Graph Neural Network-Based Measurement Inference on Irregular Sensor
Geometries},
booktitle = {{INDIN}},
pages = {1--8},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/indin/GerschnerPSBGSAT23,
author = {Felix Gerschner and
Jonas Paul and
Lukas Schmid and
Nico Barthel and
Victor Gouromichos and
Florian Schmid and
Martin Atzmueller and
Andreas Theissler},
title = {Domain Transfer for Surface Defect Detection using Few-Shot Learning
on Scarce Data},
booktitle = {{INDIN}},
pages = {1--7},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/itsc/SwaminathanSBA23,
author = {Harihara Bharathy Swaminathan and
Aron Sommer and
Andreas Becker and
Martin Atzmueller},
title = {Spatial Change Detection Using Automotive Radar},
booktitle = {{ITSC}},
pages = {4066--4071},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/kcap/BohneWA23,
author = {Tim Bohne and
Anne{-}Kathrin Patricia Windler and
Martin Atzmueller},
title = {A Neuro-Symbolic Approach for Anomaly Detection and Complex Fault
Diagnosis Exemplified in the Automotive Domain},
booktitle = {{K-CAP}},
pages = {35--43},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/lcn/LanferSAA23,
author = {Eric Lanfer and
Sophia Sylvester and
Nils Aschenbruck and
Martin Atzmueller},
title = {Leveraging Explainable {AI} Methods Towards Identifying Classification
Issues on {IDS} Datasets},
booktitle = {{LCN}},
pages = {1--4},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/lwa/SchliebitzTA23,
author = {Andreas Schliebitz and
Heiko Tapken and
Martin Atzmueller},
title = {Preprocessing Ground-Based Hyperspectral Image Data for Improving
CNN-based Classification},
booktitle = {{LWDA}},
series = {{CEUR} Workshop Proceedings},
volume = {3630},
pages = {399--413},
publisher = {CEUR-WS.org},
year = {2023}
}
@article{DBLP:journals/corr/abs-2312-11466,
author = {Leonid Schwenke and
Martin Atzmueller},
title = {Extracting Interpretable Local and Global Representations from Attention
on Time Series},
journal = {CoRR},
volume = {abs/2312.11466},
year = {2023}
}
@article{DBLP:journals/sensors/SwaminathanSBA22,
author = {Harihara Bharathy Swaminathan and
Aron Sommer and
Andreas Becker and
Martin Atzmueller},
title = {Performance Evaluation of {GNSS} Position Augmentation Methods for
Autonomous Vehicles in Urban Environments},
journal = {Sensors},
volume = {22},
number = {21},
pages = {8419},
year = {2022}
}
@inproceedings{DBLP:conf/dis/ShayanZA22,
author = {Parisa Shayan and
Menno van Zaanen and
Martin Atzmueller},
title = {Predicting User Dropout from Their Online Learning Behavior},
booktitle = {{DS}},
series = {Lecture Notes in Computer Science},
volume = {13601},
pages = {243--252},
publisher = {Springer},
year = {2022}
}
@inproceedings{DBLP:conf/eicc/AtzmuellerK22,
author = {Martin Atzmueller and
Rushed Kanawati},
title = {Explainability in Cyber Security using Complex Network Analysis: {A}
Brief Methodological Overview},
booktitle = {{EICC}},
pages = {49--52},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/etfa/ChowdhuryAA22,
author = {Arnab Ghosh Chowdhury and
Martin ben Ahmed and
Martin Atzmueller},
title = {Towards Tabular Data Extraction From Richly-Structured Documents Using
Supervised and Weakly-Supervised Learning},
booktitle = {{ETFA}},
pages = {1--4},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/etfa/MarkertMNMTA22,
author = {Timo Markert and
Sebastian Matich and
Daniel Neykov and
Markus Muenig and
Andreas Theissler and
Martin Atzmueller},
title = {Visual Detection of Tiny and Transparent Objects for Autonomous Robotic
Pick-and-Place Operations},
booktitle = {{ETFA}},
pages = {1--4},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/ictai/ShayanAZ22,
author = {Parisa Shayan and
Martin Atzmueller and
Menno van Zaanen},
title = {Assessing the Influence of Time on Features for the Prediction of
User Dropout},
booktitle = {{ICTAI}},
pages = {1022--1027},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/iros/MarkertMHPTA22,
author = {Timo Markert and
Sebastian Matich and
Elias Hoerner and
Jonas Pfannes and
Andreas Theissler and
Martin Atzmueller},
title = {Comparing Human Haptic Perception and Robotic Force/Torque Sensing
in a Simulated Surgical Palpation Task},
booktitle = {{IROS}},
pages = {7825--7832},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/iwinac/HudsonWA22,
author = {Dan Hudson and
Travis J. Wiltshire and
Martin Atzmueller},
title = {Visualization Methods for Exploratory Subgroup Discovery on Time Series
Data},
booktitle = {{IWINAC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {13259},
pages = {34--44},
publisher = {Springer},
year = {2022}
}
@inproceedings{DBLP:conf/ki/MaulanaA22,
author = {Asep Maulana and
Martin Atzmueller},
title = {Multi-Perspective Anomaly Detection on Bipartite Multi-Layer Social
Interaction Networks},
booktitle = {{KI} (Workshops)},
series = {{CEUR} Workshop Proceedings},
volume = {3457},
publisher = {CEUR-WS.org},
year = {2022}
}
@inproceedings{DBLP:conf/lwa/HoogenBA22,
author = {Jurgen O. D. van den Hoogen and
Stefan Bloemheuvel and
Martin Atzmueller},
title = {Multivariate Time Series Regression on Seismic Data Using Adaptive
Residual CNNs},
booktitle = {{LWDA}},
series = {{CEUR} Workshop Proceedings},
volume = {3341},
pages = {79--90},
publisher = {CEUR-WS.org},
year = {2022}
}
@inproceedings{DBLP:conf/lwa/ChowdhuryA22,
author = {Arnab Ghosh Chowdhury and
Martin Atzmueller},
title = {Towards Visual Explanations for Document Table Detection using Coarse
Localization Maps},
booktitle = {{LWDA}},
series = {{CEUR} Workshop Proceedings},
volume = {3341},
pages = {161--172},
publisher = {CEUR-WS.org},
year = {2022}
}
@proceedings{DBLP:conf/icail/2021xaila,
editor = {Michal Araszkiewicz and
Martin Atzmueller and
Grzegorz J. Nalepa and
Bart Verheij and
Szymon Bobek},
title = {Proceedings of 4th International Workshop on eXplainable and Responsible
{AI} and Law co-located with 18th International Conference on Artificial
Intelligence and Law {(ICAIL} 2021), Virtual Event, Sao Paolo, Brazil,
June 21, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3168},
publisher = {CEUR-WS.org},
year = {2022}
}
@article{DBLP:journals/corr/abs-2201-00818,
author = {Stefan Bloemheuvel and
Jurgen van den Hoogen and
Dario Jozinovic and
Alberto Michelini and
Martin Atzmueller},
title = {Multivariate Time Series Regression with Graph Neural Networks},
journal = {CoRR},
volume = {abs/2201.00818},
year = {2022}
}
@article{DBLP:journals/ans/BloemheuvelHA21,
author = {Stefan Bloemheuvel and
Jurgen van den Hoogen and
Martin Atzmueller},
title = {A computational framework for modeling complex sensor network data
using graph signal processing and graph neural networks in structural
health monitoring},
journal = {Appl. Netw. Sci.},
volume = {6},
number = {1},
pages = {97},
year = {2021}
}
@article{DBLP:journals/datamine/AtzmuellerGZ21,
author = {Martin Atzmueller and
Stephan G{\"{u}}nnemann and
Albrecht Zimmermann},
title = {Mining communities and their descriptions on attributed graphs: a
survey},
journal = {Data Min. Knowl. Discov.},
volume = {35},
number = {3},
pages = {661--687},
year = {2021}
}
@article{DBLP:journals/sensors/NalepaBKA21,
author = {Grzegorz J. Nalepa and
Szymon Bobek and
Krzysztof Kutt and
Martin Atzmueller},
title = {Semantic Data Mining in Ubiquitous Sensing: {A} Survey},
journal = {Sensors},
volume = {21},
number = {13},
pages = {4322},
year = {2021}
}
@article{DBLP:journals/tnse/GuvenSA21,
author = {{\c{C}}i{\c{c}}ek G{\"{u}}ven and
Dietmar Seipel and
Martin Atzmueller},
title = {Applying {ASP} for Knowledge-Based Link Prediction With Explanation
Generation in Feature-Rich Networks},
journal = {{IEEE} Trans. Netw. Sci. Eng.},
volume = {8},
number = {2},
pages = {1305--1315},
year = {2021}
}
@inproceedings{DBLP:conf/dis/HudsonWA21,
author = {Dan Hudson and
Travis J. Wiltshire and
Martin Atzmueller},
title = {Local Exceptionality Detection in Time Series Using Subgroup Discovery:
An Approach Exemplified on Team Interaction Data},
booktitle = {{DS}},
series = {Lecture Notes in Computer Science},
volume = {12986},
pages = {435--445},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/dsaa/SchwenkeA21,
author = {Leonid Schwenke and
Martin Atzmueller},
title = {Constructing Global Coherence Representations: Identifying Interpretability
and Coherences of Transformer Attention in Time Series Data},
booktitle = {{DSAA}},
pages = {1--12},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/etfa/MarkertMHTA21,
author = {Timo Markert and
Sebastian Matich and
Elias Hoerner and
Andreas Theissler and
Martin Atzmueller},
title = {Fingertip 6-Axis Force/Torque Sensing for Texture Recognition in Robotic
Manipulation},
booktitle = {{ETFA}},
pages = {1--8},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/etfa/VollertAT21,
author = {Simon Vollert and
Martin Atzmueller and
Andreas Theissler},
title = {Interpretable Machine Learning: {A} brief survey from the predictive
maintenance perspective},
booktitle = {{ETFA}},
pages = {1--8},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/flairs/SchwenkeA21,
author = {Leonid Schwenke and
Martin Atzmueller},
title = {Show Me What You're Looking For Visualizing Abstracted Transformer
Attention for Enhancing Their Local Interpretability on Time Series
Data},
booktitle = {{FLAIRS}},
year = {2021}
}
@inproceedings{DBLP:conf/ichms/WiltshireHBLWA21,
author = {Travis J. Wiltshire and
Dan Hudson and
Max Belitsky and
Philia Lijdsman and
Stijn Wever and
Martin Atzmueller},
title = {Examining Team Interaction using Dynamic Complexity and Network Visualizations},
booktitle = {{ICHMS}},
pages = {1--6},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/lwa/ChowdhurySA21,
author = {Arnab Ghosh Chowdhury and
Nils Schut and
Martin Atzm{\"{u}}ller},
title = {A Hybrid Information Extraction Approach using Transfer Learning on
Richly-Structured Documents},
booktitle = {{LWDA}},
series = {{CEUR} Workshop Proceedings},
volume = {2993},
pages = {13--25},
publisher = {CEUR-WS.org},
year = {2021}
}
@inproceedings{DBLP:conf/lwa/SchwenkeA21,
author = {Leonid Schwenke and
Martin Atzmueller},
title = {Abstracting Local Transformer Attention for Enhancing Interpretability
on Time Series Data},
booktitle = {{LWDA}},
series = {{CEUR} Workshop Proceedings},
volume = {2993},
pages = {205--218},
publisher = {CEUR-WS.org},
year = {2021}
}
@inproceedings{DBLP:conf/um/DoanHWLWA21,
author = {Ngoc N. T. Doan and
Dan Hudson and
Travis J. Wiltshire and
Philia Lijdsman and
Stijn Wever and
Martin Atzmueller},
title = {Human Interaction and Networking Transitions System {(HINTS)} for
Social User Analytics and Modeling of Offline Team Group Interaction
Information},
booktitle = {{UMAP} (Adjunct Publication)},
pages = {71--74},
publisher = {{ACM}},
year = {2021}
}
@proceedings{DBLP:conf/jurix/2020xaila,
editor = {Grzegorz J. Nalepa and
Michal Araszkiewicz and
Martin Atzmueller and
Bart Verheij and
Szymon Bobek},
title = {Proceedings of the 3rd EXplainable {AI} in Law Workshop {(XAILA} 2020)
co-located with 33rd International Conference on Legal Knowledge and
Information Systems {(JURIX} 2020), Prague, Czech Republic, December
9th, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2891},
publisher = {CEUR-WS.org},
year = {2021}
}
@proceedings{DBLP:conf/ki/2020ximl,
editor = {Martin Atzm{\"{u}}ller and
Tom{\'{a}}s Kliegr and
Ute Schmid},
title = {Proceedings of the First International Workshop on Explainable and
Interpretable Machine Learning {(XI-ML} 2020) co-located with the
43rd German Conference on Artificial Intelligence {(KI} 2020), Bamberg,
Germany, September 21, 2020 (Virtual Workshop)},
series = {{CEUR} Workshop Proceedings},
volume = {2796},
publisher = {CEUR-WS.org},
year = {2021}
}
@article{DBLP:journals/corr/abs-2105-05316,
author = {Stefan Bloemheuvel and
Jurgen van den Hoogen and
Martin Atzmueller},
title = {A Computational Framework for Modeling Complex Sensor Network Data
Using Graph Signal Processing and Graph Neural Networks in Structural
Health Monitoring},
journal = {CoRR},
volume = {abs/2105.05316},
year = {2021}
}
@article{DBLP:journals/corr/abs-2108-11751,
author = {Dan Hudson and
Travis J. Wiltshire and
Martin Atzmueller},
title = {Local Exceptionality Detection in Time Series Using Subgroup Discovery},
journal = {CoRR},
volume = {abs/2108.11751},
year = {2021}
}
@inproceedings{DBLP:conf/aicol/OtterloA20,
author = {Martijn van Otterlo and
Martin Atzmueller},
title = {A Conceptual View on the Design and Properties of Explainable {AI}
Systems for Legal Settings},
booktitle = {{AICOL}},
series = {Lecture Notes in Computer Science},
volume = {13048},
pages = {143--153},
publisher = {Springer},
year = {2020}
}
@inproceedings{DBLP:conf/codit/MaulanaA20,
author = {Asep Maulana and
Martin Atzmueller},
title = {Centrality-Based Anomaly Detection on Multi-Layer Networks Using Many-Objective
Optimization},
booktitle = {CoDIT},
pages = {633--638},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/complexnetworks/BloemheuvelHA20,
author = {Stefan Bloemheuvel and
Jurgen van den Hoogen and
Martin Atzmueller},
title = {Graph Signal Processing on Complex Networks for Structural Health
Monitoring},
booktitle = {{COMPLEX} {NETWORKS} {(1)}},
series = {Studies in Computational Intelligence},
volume = {943},
pages = {249--261},
publisher = {Springer},
year = {2020}
}
@inproceedings{DBLP:conf/dsaa/LonjarretRPAA20,
author = {Corentin Lonjarret and
C{\'{e}}line Robardet and
Marc Plantevit and
Roch Auburtin and
Martin Atzmueller},
title = {Why Should {I} Trust This Item? Explaining the Recommendations of
any Model},
booktitle = {{DSAA}},
pages = {526--535},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/icdm/HoogenBA20,
author = {Jurgen O. D. van den Hoogen and
Stefan Bloemheuvel and
Martin Atzmueller},
title = {An Improved Wide-Kernel {CNN} for Classifying Multivariate Signals
in Fault Diagnosis},
booktitle = {{ICDM} (Workshops)},
pages = {275--283},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/ki/MollenhauerA20,
author = {Dennis Mollenhauer and
Martin Atzmueller},
title = {Sequential Exceptional Pattern Discovery Using Pattern-Growth: An
Extensible Framework for Interpretable Machine Learning on Sequential
Data},
booktitle = {XI-ML@KI},
series = {{CEUR} Workshop Proceedings},
volume = {2796},
publisher = {CEUR-WS.org},
year = {2020}
}
@proceedings{DBLP:conf/asunam/2020,
editor = {Martin Atzm{\"{u}}ller and
Michele Coscia and
Rokia Missaoui},
title = {{IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2020, The Hague, Netherlands, December
7-10, 2020},
publisher = {{IEEE}},
year = {2020}
}
@proceedings{DBLP:conf/jurix/2019xaila,
editor = {Grzegorz J. Nalepa and
Martin Atzmueller and
Michal Araszkiewicz and
Paulo Novais},
title = {Proceedings of the 2nd EXplainable {AI} in Law Workshop {(XAILA} 2019)
co-located with 32nd International Conference on Legal Knowledge and
Information Systems {(JURIX} 2019), Madrid, Spain, December 11, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2681},
publisher = {CEUR-WS.org},
year = {2020}
}
@article{DBLP:journals/corr/abs-2009-04445,
author = {Travis J. Wiltshire and
Dan Hudson and
Philia Lijdsman and
Stijn Wever and
Martin Atzmueller},
title = {Social Analytics of Team Interaction using Dynamic Complexity Heat
Maps and Network Visualizations},
journal = {CoRR},
volume = {abs/2009.04445},
year = {2020}
}
@article{DBLP:journals/ans/InterdonatoAGKL19,
author = {Roberto Interdonato and
Martin Atzmueller and
Sabrina Gaito and
Rushed Kanawati and
Christine Largeron and
Alessandra Sala},
title = {Feature-rich networks: going beyond complex network topologies},
journal = {Appl. Netw. Sci.},
volume = {4},
number = {1},
pages = {4:1--4:13},
year = {2019}
}
@article{DBLP:journals/ans/AtzmuellerSSB19,
author = {Martin Atzmueller and
Henry Soldano and
Guillaume Santini and
Dominique Bouthinon},
title = {MinerLSD: efficient mining of local patterns on attributed networks},
journal = {Appl. Netw. Sci.},
volume = {4},
number = {1},
pages = {43:1--43:33},
year = {2019}
}
@article{DBLP:journals/fdata/GuvenA19,
author = {{\c{C}}i{\c{c}}ek G{\"{u}}ven and
Martin Atzmueller},
title = {Applying Answer Set Programming for Knowledge-Based Link Prediction
on Social Interaction Networks},
journal = {Frontiers Big Data},
volume = {2},
pages = {15},
year = {2019}
}
@article{DBLP:journals/ir/EberhardTA19,
author = {Lukas Eberhard and
Christoph Trattner and
Martin Atzmueller},
title = {Predicting trading interactions in an online marketplace through location-based
and online social networks},
journal = {Inf. Retr. J.},
volume = {22},
number = {1-2},
pages = {55--92},
year = {2019}
}
@article{DBLP:journals/scientometrics/KibanovHRAS19,
author = {Mark Kibanov and
Raphael Heiko Heiberger and
Simone R{\"{o}}dder and
Martin Atzmueller and
Gerd Stumme},
title = {Social studies of scholarly life with sensor-based ethnographic observations},
journal = {Scientometrics},
volume = {119},
number = {3},
pages = {1387--1428},
year = {2019}
}
@inproceedings{DBLP:conf/afcai/Atzmueller19,
author = {Martin Atzmueller},
title = {Towards Socio-Technical Design of Explicative Systems: Transparent,
Interpretable and Explainable Analytics and Its Perspectives in Social
Interaction Contexts information},
booktitle = {AfCAI},
series = {{CEUR} Workshop Proceedings},
volume = {2609},
publisher = {CEUR-WS.org},
year = {2019}
}
@inproceedings{DBLP:conf/afcai/DoanPGRBAA19,
author = {Ngoc N. T. Doan and
Andrius Penkauskas and
Ecaterina Grigoriev and
Lisa E. Rombout and
Paris Mavromoustakos Blom and
Maryam Alimardani and
Martin Atzmueller},
title = {Towards Multimodal Characterization of Dialogic Moments on Social
Group Face-to-Face Interaction},
booktitle = {AfCAI},
series = {{CEUR} Workshop Proceedings},
volume = {2609},
publisher = {CEUR-WS.org},
year = {2019}
}
@inproceedings{DBLP:conf/aime/RamirezWA19,
author = {Erica Ramirez and
Markus Wimmer and
Martin Atzmueller},
title = {A Computational Framework for Interpretable Anomaly Detection and
Classification of Multivariate Time Series with Application to Human
Gait Data Analysis},
booktitle = {KR4HC/ProHealth/TEAAM@AIME},
series = {Lecture Notes in Computer Science},
volume = {11979},
pages = {132--147},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/bpm/BloemheuvelKA19,
author = {Stefan Bloemheuvel and
Benjamin Kl{\"{o}}pper and
Martin Atzm{\"{u}}ller},
title = {Graph Summarization for Computational Sensemaking on Complex Industrial
Event Logs},
booktitle = {Business Process Management Workshops},
series = {Lecture Notes in Business Information Processing},
volume = {362},
pages = {417--429},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/dis/AtzmuellerBK19,
author = {Martin Atzmueller and
Stefan Bloemheuvel and
Benjamin Kl{\"{o}}pper},
title = {A Framework for Human-Centered Exploration of Complex Event Log Graphs},
booktitle = {{DS}},
series = {Lecture Notes in Computer Science},
volume = {11828},
pages = {335--350},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/epia/JorgeAHGSR19,
author = {Carolina Centeio Jorge and
Martin Atzmueller and
Behzad Momahed Heravi and
Jenny L. Gibson and
Cl{\'{a}}udio Rebelo de S{\'{a}} and
Rosaldo J. F. Rossetti},
title = {Mining Exceptional Social Behaviour},
booktitle = {{EPIA} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {11805},
pages = {460--472},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/ht/ShayanRZA19,
author = {Parisa Shayan and
Roberto Rondinelli and
Menno van Zaanen and
Martin Atzmueller},
title = {Descriptive Network Modeling and Analysis for Investigating User Acceptance
in a Learning Management System Context},
booktitle = {ABIS@HT},
pages = {7--13},
publisher = {{ACM}},
year = {2019}
}
@inproceedings{DBLP:conf/ht/AtzmuellerGMMSL19,
author = {Martin Atzmueller and
{\c{C}}i{\c{c}}ek G{\"{u}}ven and
Spyroula Masiala and
Rick Mackenbach and
Parisa Shayan and
Werner Liebregts},
title = {Behavioral Analysis on Socio-Spatial Interaction Networks concerning
User Preferences, Interactions and their Perception},
booktitle = {ABIS@HT},
pages = {15--17},
publisher = {{ACM}},
year = {2019}
}
@inproceedings{DBLP:conf/inap/WeidnerAS19,
author = {Daniel Weidner and
Martin Atzmueller and
Dietmar Seipel},
title = {Finding Maximal Non-redundant Association Rules in Tennis Data},
booktitle = {{DECLARE}},
series = {Lecture Notes in Computer Science},
volume = {12057},
pages = {59--78},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/www/Atzmueller19,
author = {Martin Atzmueller},
title = {Onto Model-based Anomalous Link Pattern Mining on Feature-Rich Social
Interaction Networks},
booktitle = {{WWW} (Companion Volume)},
pages = {1047--1050},
publisher = {{ACM}},
year = {2019}
}
@inproceedings{DBLP:conf/www/KanawatiA19,
author = {Rushed Kanawati and
Martin Atzmueller},
title = {Modeling and Mining Feature-Rich Networks},
booktitle = {{WWW} (Companion Volume)},
pages = {1306--1307},
publisher = {{ACM}},
year = {2019}
}
@proceedings{DBLP:conf/bnaic/2018,
editor = {Martin Atzmueller and
Wouter Duivesteijn},
title = {Artificial Intelligence - 30th Benelux Conference, {BNAIC} 2018, 's-Hertogenbosch,
The Netherlands, November 8-9, 2018, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1021},
publisher = {Springer},
year = {2019}
}
@proceedings{DBLP:conf/jurix/2018xaila,
editor = {Grzegorz J. Nalepa and
Martin Atzmueller and
Michal Araszkiewicz and
Paulo Novais},
title = {Proceedings of the EXplainable {AI} in Law Workshop co-located with
the 31st International Conference on Legal Knowledge and Information
Systems, XAILA@JURIX 2018, Groningen, The Netherlands, December 12,
2018},
series = {{CEUR} Workshop Proceedings},
volume = {2381},
publisher = {CEUR-WS.org},
year = {2019}
}
@proceedings{DBLP:conf/www/2016msm,
editor = {Martin Atzmueller and
Alvin Chin and
Florian Lemmerich and
Christoph Trattner},
title = {Behavioral Analytics in Social and Ubiquitous Environments - 6th International
Workshop on Mining Ubiquitous and Social Environments, {MUSE} 2015,
Porto, Portugal, September 7, 2015; 6th International Workshop on
Modeling Social Media, {MSM} 2015, Florence, Italy, May 19, 2015;
7th International Workshop on Modeling Social Media, {MSM} 2016, Montreal,
QC, Canada, April 12, 2016; Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11406},
publisher = {Springer},
year = {2019}
}
@article{DBLP:journals/corr/abs-1909-00985,
author = {Daniel Weidner and
Martin Atzmueller and
Dietmar Seipel},
title = {Finding Maximal Non-Redundant Association Rules in Tennis Data},
journal = {CoRR},
volume = {abs/1909.00985},
year = {2019}
}
@article{DBLP:journals/corr/abs-1909-03404,
author = {Martin Atzmueller and
{\c{C}}i{\c{c}}ek G{\"{u}}ven and
Dietmar Seipel},
title = {Towards Generating Explanations for ASP-Based Link Analysis using
Declarative Program Transformations},
journal = {CoRR},
volume = {abs/1909.03404},
year = {2019}
}
@article{DBLP:journals/corr/abs-1909-03428,
author = {Spyroula Masiala and
Willem Huijbers and
Martin Atzmueller},
title = {Feature-Set-Engineering for Detecting Freezing of Gait in Parkinson's
Disease using Deep Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1909.03428},
year = {2019}
}
@inproceedings{DBLP:conf/afcai/AtzmuellerKLH18,
author = {Martin Atzmueller and
Daan Kolkman and
Werner Liebregts and
Arjan Haring},
title = {Towards Estimating Happiness using Social Sensing: Perspectives on
Organizational Social Network Analysis},
booktitle = {AfCAI},
series = {{CEUR} Workshop Proceedings},
volume = {2166},
publisher = {CEUR-WS.org},
year = {2018}
}
@inproceedings{DBLP:conf/afcai/RomboutAP18,
author = {Lisa E. Rombout and
Martin Atzm{\"{u}}ller and
Marie Postma{-}Nilsenov{\'{a}}},
title = {Towards Estimating Collective Motor Behavior: Aware of Self vs. Aware
of the Other},
booktitle = {AfCAI},
series = {{CEUR} Workshop Proceedings},
volume = {2166},
publisher = {CEUR-WS.org},
year = {2018}
}
@inproceedings{DBLP:conf/dis/Atzmueller18,
author = {Martin Atzmueller},
title = {Compositional Subgroup Discovery on Attributed Social Interaction
Networks},
booktitle = {{DS}},
series = {Lecture Notes in Computer Science},
volume = {11198},
pages = {259--275},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/icdm/AtzmuellerSSB18,
author = {Martin Atzmueller and
Henry Soldano and
Guillaume Santini and
Dominique Bouthinon},
title = {MinerLSD: Efficient Local Pattern Mining on Attributed Graphs},
booktitle = {{ICDM} Workshops},
pages = {219--228},
publisher = {{IEEE}},
year = {2018}
}
@inproceedings{DBLP:conf/ideal/AtzmuellerK18,
author = {Martin Atzmueller and
Benjamin Kl{\"{o}}pper},
title = {Mining Attributed Interaction Networks on Industrial Event Logs},
booktitle = {{IDEAL} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {11315},
pages = {94--102},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/ismis/SternbergA18,
author = {Eric Sternberg and
Martin Atzmueller},
title = {Knowledge-Based Mining of Exceptional Patterns in Logistics Data:
Approaches and Experiences in an Industry 4.0 Context},
booktitle = {{ISMIS}},
series = {Lecture Notes in Computer Science},
volume = {11177},
pages = {67--77},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/ismis/HendricksonWA18,
author = {Andrew T. Hendrickson and
Jason Wang and
Martin Atzmueller},
title = {Identifying Exceptional Descriptions of People Using Topic Modeling
and Subgroup Discovery},
booktitle = {{ISMIS}},
series = {Lecture Notes in Computer Science},
volume = {11177},
pages = {454--462},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/jurix/OtterloA18,
author = {Martijn van Otterlo and
Martin Atzmueller},
title = {On Requirements and Design Criteria for Explainability in Legal {AI}},
booktitle = {XAILA@JURIX},
series = {{CEUR} Workshop Proceedings},
volume = {2381},
pages = {29--32},
publisher = {CEUR-WS.org},
year = {2018}
}
@inproceedings{DBLP:conf/sac/Kibanov0MAHS18,
author = {Mark Kibanov and
Martin Becker and
Juergen Mueller and
Martin Atzmueller and
Andreas Hotho and
Gerd Stumme},
title = {Adaptive kNN using expected accuracy for classification of geo-spatial
data},
booktitle = {{SAC}},
pages = {857--865},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/www/AtzmuellerL18,
author = {Martin Atzmueller and
Florian Lemmerich},
title = {Homophily at Academic Conferences},
booktitle = {{WWW} (Companion Volume)},
pages = {109--110},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/www/AtzmuellerGIKLM18,
author = {Martin Atzmueller and
Sabrina Gaito and
Roberto Interdonato and
Rushed Kanawati and
Christine Largeron and
Matteo Magnani and
Alessandra Sala},
title = {International Workshop on Mining Attributed Networks {(MATNET} 2018)
Chairs' Welcome},
booktitle = {{WWW} (Companion Volume)},
pages = {1231--1233},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/www/AtzmuellerCT18,
author = {Martin Atzmueller and
Alvin Chin and
Christoph Trattner},
title = {International Workshop on Modeling Social Media {(MSM} 2018) Chairs'
Welcome {\&} Organization},
booktitle = {{WWW} (Companion Volume)},
pages = {1307--1308},
publisher = {{ACM}},
year = {2018}
}
@incollection{DBLP:reference/snam/Atzmueller18,
author = {Martin Atzmueller},
title = {Community Detection and Analysis on Attributed Social Networks},
booktitle = {Encyclopedia of Social Network Analysis and Mining. 2nd Ed},
publisher = {Springer},
year = {2018}
}
@article{DBLP:journals/corr/abs-1801-01453,
author = {Mark Kibanov and
Martin Becker and
Juergen Mueller and
Martin Atzmueller and
Andreas Hotho and
Gerd Stumme},
title = {Adaptive kNN using Expected Accuracy for Classification of Geo-Spatial
Data},
journal = {CoRR},
volume = {abs/1801.01453},
year = {2018}
}
@inproceedings{DBLP:conf/inap/Atzmueller17,
author = {Martin Atzmueller},
title = {Declarative Aspects in Explicative Data Mining for Computational Sensemaking},
booktitle = {{DECLARE}},
series = {Lecture Notes in Computer Science},
volume = {10997},
pages = {97--114},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/indin/AtzmuellerHSK17,
author = {Martin Atzmueller and
Naveed Hayat and
Andreas Schmidt and
Benjamin Kl{\"{o}}pper},
title = {Explanation-aware feature selection using symbolic time series abstraction:
Approaches and experiences in a petro-chemical production context},
booktitle = {{INDIN}},
pages = {799--804},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/kcap/AtzmuellerS17,
author = {Martin Atzmueller and
Eric Sternberg},
title = {Mixed-Initiative Feature Engineering Using Knowledge Graphs},
booktitle = {{K-CAP}},
pages = {45:1--45:4},
publisher = {{ACM}},
year = {2017}
}
@inproceedings{DBLP:conf/wm/KnoelleARS17,
author = {Daniel Knoell and
Martin Atzmueller and
Constantin Rieder and
Klaus{-}Peter Scherer},
title = {A Scalable Framework for Data-Driven Ontology Evaluation},
booktitle = {{WM}},
series = {{CEUR} Workshop Proceedings},
volume = {1821},
pages = {97--106},
publisher = {CEUR-WS.org},
year = {2017}
}
@incollection{DBLP:books/sp/17/GautamaAKGH17a,
author = {Sidharta Gautama and
Martin Atzmueller and
Vassilis Kostakos and
Dominique Gillis and
Simo Hosio},
title = {Observing Human Activity Through Sensing},
booktitle = {Participatory Sensing, Opinions and Collective Awareness},
series = {Understanding Complex Systems},
pages = {47--68},
publisher = {Springer},
year = {2017}
}
@incollection{DBLP:books/sp/17/Atzmueller0M17,
author = {Martin Atzmueller and
Martin Becker and
Juergen Mueller},
title = {Collective Sensing Platforms},
booktitle = {Participatory Sensing, Opinions and Collective Awareness},
series = {Understanding Complex Systems},
pages = {115--133},
publisher = {Springer},
year = {2017}
}
@incollection{DBLP:books/sp/17/Atzmueller0MM0S17,
author = {Martin Atzmueller and
Martin Becker and
Andrea Molino and
Juergen Mueller and
Jan Peters and
Alina S{\^{\i}}rbu},
title = {Applications for Environmental Sensing in EveryAware},
booktitle = {Participatory Sensing, Opinions and Collective Awareness},
series = {Understanding Complex Systems},
pages = {135--155},
publisher = {Springer},
year = {2017}
}
@incollection{DBLP:books/sp/17/GautamaAKGH17,
author = {Sidharta Gautama and
Martin Atzmueller and
Vassilis Kostakos and
Dominique Gillis and
Simo Hosio},
title = {Erratum to: Observing Human Activity Through Sensing},
booktitle = {Participatory Sensing, Opinions and Collective Awareness},
series = {Understanding Complex Systems},
publisher = {Springer},
year = {2017}
}
@incollection{DBLP:series/lnsn/Atzmueller17,
author = {Martin Atzmueller},
title = {Descriptive Community Detection},
booktitle = {Formal Concept Analysis of Social Networks},
series = {Lecture Notes in Social Networks},
pages = {41--58},
publisher = {Springer},
year = {2017}
}
@article{DBLP:journals/datamine/LemmerichAP16,
author = {Florian Lemmerich and
Martin Atzmueller and
Frank Puppe},
title = {Fast exhaustive subgroup discovery with numerical target concepts},
journal = {Data Min. Knowl. Discov.},
volume = {30},
number = {3},
pages = {711--762},
year = {2016}
}
@article{DBLP:journals/isci/AtzmuellerDM16,
author = {Martin Atzmueller and
Stephan Doerfel and
Folke Mitzlaff},
title = {Description-oriented community detection using exhaustive subgroup
discovery},
journal = {Inf. Sci.},
volume = {329},
pages = {965--984},
year = {2016}
}
@inproceedings{DBLP:conf/asunam/AtzmuellerHSSL16,
author = {Martin Atzmueller and
Tom Hanika and
Gerd Stumme and
Richard Schaller and
Bernd Ludwig},
title = {Social event network analysis: Structure, preferences, and reality},
booktitle = {{ASONAM}},
pages = {613--620},
publisher = {{IEEE} Computer Society},
year = {2016}
}
@inproceedings{DBLP:conf/asunam/Atzmueller16,
author = {Martin Atzmueller},
title = {Detecting community patterns capturing exceptional link trails},
booktitle = {{ASONAM}},
pages = {757--764},
publisher = {{IEEE} Computer Society},
year = {2016}
}
@inproceedings{DBLP:conf/birthday/Atzmuller16,
author = {Martin Atzm{\"{u}}ller},
title = {Advances in Exploratory Pattern Analytics on Ubiquitous Data and Social
Media},
booktitle = {Solving Large Scale Learning Tasks},
series = {Lecture Notes in Computer Science},
volume = {9580},
pages = {184--207},
publisher = {Springer},
year = {2016}
}
@inproceedings{DBLP:conf/huc/AtzmuellerTSK16,
author = {Martin Atzmueller and
Lisa Thiele and
Gerd Stumme and
Simone Kauffeld},
title = {Analyzing group interaction and dynamics on socio-behavioral networks
of face-to-face proximity},
booktitle = {UbiComp Adjunct},
pages = {1231--1238},
publisher = {{ACM}},
year = {2016}
}
@inproceedings{DBLP:conf/huc/AtzmuellerFH16,
author = {Martin Atzmueller and
Bj{\"{o}}rn Fries and
Naveed Hayat},
title = {Sensing, processing and analytics: augmenting the Ubicon platform
for anticipatory ubiquitous computing},
booktitle = {UbiComp Adjunct},
pages = {1239--1246},
publisher = {{ACM}},
year = {2016}
}
@inproceedings{DBLP:conf/indin/KlopperDSAAAK16,
author = {Benjamin Kl{\"{o}}pper and
Marcel Dix and
Lukas Schorer and
Ann Ampofo and
Martin Atzmueller and
David Arnu and
Ralf Klinkenberg},
title = {Defining software architectures for big data enabled operator support
systems},
booktitle = {{INDIN}},
pages = {1288--1292},
publisher = {{IEEE}},
year = {2016}
}
@inproceedings{DBLP:conf/lwa/KnollARS16,
author = {Daniel Kn{\"{o}}ll and
Martin Atzmueller and
Constantin Rieder and
Klaus{-}Peter Scherer},
title = {{BISHOP} - Big Data Driven Self-Learning Support for High-performance
Ontology Population},
booktitle = {{LWDA}},
series = {{CEUR} Workshop Proceedings},
volume = {1670},
pages = {157--164},
publisher = {CEUR-WS.org},
year = {2016}
}
@inproceedings{DBLP:conf/lwa/AtzmuellerSA16,
author = {Martin Atzmueller and
Andreas Schmidt and
David Arnu},
title = {Sequential Modeling and Structural Anomaly Analytics in Industrial
Production Environments},
booktitle = {{LWDA}},
series = {{CEUR} Workshop Proceedings},
volume = {1670},
pages = {283--290},
publisher = {CEUR-WS.org},
year = {2016}
}
@inproceedings{DBLP:conf/pkdd/AtzmuellerSKA16,
author = {Martin Atzmueller and
Andreas Schmidt and
Benjamin Kl{\"{o}}pper and
David Arnu},
title = {HypGraphs: An Approach for Analysis and Assessment of Graph-Based
and Sequential Hypotheses},
booktitle = {NFMCP@PKDD/ECML},
series = {Lecture Notes in Computer Science},
volume = {10312},
pages = {231--247},
publisher = {Springer},
year = {2016}
}
@inproceedings{DBLP:conf/pkdd/Atzmueller16,
author = {Martin Atzmueller},
title = {Local Exceptionality Detection on Social Interaction Networks},
booktitle = {{ECML/PKDD} {(3)}},
series = {Lecture Notes in Computer Science},
volume = {9853},
pages = {298--302},
publisher = {Springer},
year = {2016}
}
@inproceedings{DBLP:conf/websci/Atzmueller16,
author = {Martin Atzmueller},
title = {Community detection: from plain to attributed complex networks},
booktitle = {WebSci},
pages = {9},
publisher = {{ACM}},
year = {2016}
}
@inproceedings{DBLP:conf/www/BloemheuvelAP16,
author = {Stefan Bloemheuvel and
Martin Atzmueller and
Marie Postma},
title = {Stratification-Oriented Analysis of Community Structure in Networks
of Face-to-Face Proximity},
booktitle = {MSM@WWW,MUSE@PKDD/ECML},
series = {Lecture Notes in Computer Science},
volume = {11406},
pages = {28--43},
publisher = {Springer},
year = {2016}
}
@inproceedings{DBLP:conf/www/MerinoA16,
author = {Sebastiaan Merino and
Martin Atzmueller},
title = {Multimodal Behavioral Mobility Pattern Mining and Analysis Using Topic
Modeling on {GPS} Data},
booktitle = {MSM@WWW,MUSE@PKDD/ECML},
series = {Lecture Notes in Computer Science},
volume = {11406},
pages = {68--88},
publisher = {Springer},
year = {2016}
}
@inproceedings{DBLP:conf/www/AtzmuellerSK16,
author = {Martin Atzmueller and
Andreas Schmidt and
Mark Kibanov},
title = {DASHTrails: An Approach for Modeling and Analysis of Distribution-Adapted
Sequential Hypotheses and Trails},
booktitle = {{WWW} (Companion Volume)},
pages = {553--558},
publisher = {{ACM}},
year = {2016}
}
@proceedings{DBLP:conf/pkdd/2014muse,
editor = {Martin Atzmueller and
Alvin Chin and
Frederik Janssen and
Immanuel Schweizer and
Christoph Trattner},
title = {Big Data Analytics in the Social and Ubiquitous Context - 5th International
Workshop on Modeling Social Media, {MSM} 2014, 5th International Workshop
on Mining Ubiquitous and Social Environments, {MUSE} 2014, and First
International Workshop on Machine Learning for Urban Sensor Data,
SenseML 2014, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9546},
publisher = {Springer},
year = {2016}
}
@article{DBLP:journals/widm/Atzmueller15,
author = {Martin Atzmueller},
title = {Subgroup discovery},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {5},
number = {1},
pages = {35--49},
year = {2015}
}
@inproceedings{DBLP:conf/asunam/KibanovAI0BCS15,
author = {Mark Kibanov and
Martin Atzmueller and
Jens Illig and
Christoph Scholz and
Alain Barrat and
Ciro Cattuto and
Gerd Stumme},
title = {Is Web Content a Good Proxy for Real-Life Interaction?: {A} Case Study
Considering Online and Offline Interactions of Computer Scientists},
booktitle = {{ASONAM}},
pages = {697--704},
publisher = {{ACM}},
year = {2015}
}
@inproceedings{DBLP:conf/icfca/Atzmueller15,
author = {Martin Atzmueller},
title = {Subgroup and Community Analytics on Attributed Graphs},
booktitle = {SNAFCA@ICFCA},
series = {{CEUR} Workshop Proceedings},
volume = {1534},
publisher = {CEUR-WS.org},
year = {2015}
}
@inproceedings{DBLP:conf/lwa/KnoellRAS15,
author = {Daniel Knoell and
Constantin Rieder and
Martin Atzmueller and
Klaus{-}Peter Scherer},
title = {Subgroup Discovery as a Method for Generating Test Ontologies},
booktitle = {{LWA}},
series = {{CEUR} Workshop Proceedings},
volume = {1458},
pages = {239--246},
publisher = {CEUR-WS.org},
year = {2015}
}
@inproceedings{DBLP:conf/pkdd/AtzmuellerKHTK15,
author = {Martin Atzmueller and
Mark Kibanov and
Naveed Hayat and
Matthias Trojahn and
Dennis Kroll},
title = {Adaptive Class Association Rule Mining for Human Activity Recognition},
booktitle = {MUSE@PKDD/ECML},
series = {{CEUR} Workshop Proceedings},
volume = {1521},
pages = {19--34},
publisher = {CEUR-WS.org},
year = {2015}
}
@proceedings{DBLP:conf/pkdd/2015muse,
editor = {Martin Atzmueller and
Florian Lemmerich},
title = {Proceedings of the 6th International Workshop on Mining Ubiquitous
and Social Environments {(MUSE} 2015) co-located with the 26th European
Conference on Machine Learning / 19th European Conference on Principles
and Practice of Knowledge Discovery in Databases {(ECML} {PKDD} 2015),
Porto, Portugal, September 7, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1521},
publisher = {CEUR-WS.org},
year = {2015}
}
@proceedings{DBLP:conf/pkdd/2013muse,
editor = {Martin Atzmueller and
Alvin Chin and
Christoph Scholz and
Christoph Trattner},
title = {Mining, Modeling, and Recommending 'Things' in Social Media - 4th
International Workshops, {MUSE} 2013, Prague, Czech Republic, September
23, 2013, and {MSM} 2013, Paris, France, May 1, 2013, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {8940},
publisher = {Springer},
year = {2015}
}
@article{DBLP:journals/chinaf/KibanovASS14,
author = {Mark Kibanov and
Martin Atzmueller and
Christoph Scholz and
Gerd Stumme},
title = {Temporal evolution of contacts and communities in networks of face-to-face
human interactions},
journal = {Sci. China Inf. Sci.},
volume = {57},
number = {3},
pages = {1--17},
year = {2014}
}
@article{DBLP:journals/jdmdh/Atzmueller14,
author = {Martin Atzmueller},
title = {Data Mining on Social Interaction Networks},
journal = {J. Data Min. Digit. Humanit.},
volume = {2014},
year = {2014}
}
@article{DBLP:journals/nrhm/Atzmueller0KSDHMMMS14,
author = {Martin Atzmueller and
Martin Becker and
Mark Kibanov and
Christoph Scholz and
Stephan Doerfel and
Andreas Hotho and
Bjoern Elmar Macek and
Folke Mitzlaff and
Juergen Mueller and
Gerd Stumme},
title = {Ubicon and its applications for ubiquitous social computing},
journal = {New Rev. Hypermedia Multim.},
volume = {20},
number = {1},
pages = {53--77},
year = {2014}
}
@article{DBLP:journals/snam/MitzlaffAHS14,
author = {Folke Mitzlaff and
Martin Atzm{\"{u}}ller and
Andreas Hotho and
Gerd Stumme},
title = {The social distributional hypothesis: a pragmatic proxy for homophily
in online social networks},
journal = {Soc. Netw. Anal. Min.},
volume = {4},
number = {1},
pages = {216},
year = {2014}
}
@article{DBLP:journals/snam/0001AKS14,
author = {Christoph Scholz and
Martin Atzmueller and
Mark Kibanov and
Gerd Stumme},
title = {Predictability of evolving contacts and triadic closure in human face-to-face
proximity networks},
journal = {Soc. Netw. Anal. Min.},
volume = {4},
number = {1},
pages = {217},
year = {2014}
}
@inproceedings{DBLP:conf/ht/0001IAS14,
author = {Christoph Scholz and
Jens Illig and
Martin Atzmueller and
Gerd Stumme},
title = {On the predictability of talk attendance at academic conferences},
booktitle = {{HT}},
pages = {279--284},
publisher = {{ACM}},
year = {2014}
}
@inproceedings{DBLP:conf/iknow/MacekAS14,
author = {Bjoern Elmar Macek and
Martin Atzm{\"{u}}ller and
Gerd Stumme},
title = {Predicting the stability of user interaction ties in Twitter},
booktitle = {{I-KNOW}},
pages = {9:1--9:8},
publisher = {{ACM}},
year = {2014}
}
@inproceedings{DBLP:conf/ismis/ScholzAS14,
author = {Christoph Scholz and
Martin Atzmueller and
Gerd Stumme},
title = {Unsupervised and Hybrid Approaches for On-line {RFID} Localization
with Mixed Context Knowledge},
booktitle = {{ISMIS}},
series = {Lecture Notes in Computer Science},
volume = {8502},
pages = {244--253},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/lwa/0001IAS14,
author = {Christoph Scholz and
Jens Illig and
Martin Atzm{\"{u}}ller and
Gerd Stumme},
title = {On the Predictability of Talk Attendance at Academic Conferences},
booktitle = {{LWA}},
series = {{CEUR} Workshop Proceedings},
volume = {1226},
pages = {162--163},
publisher = {CEUR-WS.org},
year = {2014}
}
@inproceedings{DBLP:conf/pkdd/AtzmuellerEK0S14,
author = {Martin Atzmueller and
Andreas Ernst and
Friedrich Krebs and
Christoph Scholz and
Gerd Stumme},
title = {Formation and Temporal Evolution of Social Groups During Coffee Breaks},
booktitle = {MSM/MUSE/SenseML},
series = {Lecture Notes in Computer Science},
volume = {9546},
pages = {90--108},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/pkdd/Atzmueller14,
author = {Martin Atzmueller},
title = {Analyzing and Grounding Social Interaction in Online and Offline Networks},
booktitle = {{ECML/PKDD} {(3)}},
series = {Lecture Notes in Computer Science},
volume = {8726},
pages = {485--488},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/www/AtzmuellerEKSS14,
author = {Martin Atzmueller and
Andreas Ernst and
Friedrich Krebs and
Christoph Scholz and
Gerd Stumme},
title = {On the evolution of social groups during coffee breaks},
booktitle = {{WWW} (Companion Volume)},
pages = {631--636},
publisher = {{ACM}},
year = {2014}
}
@inproceedings{DBLP:conf/www/ScholzAS14,
author = {Christoph Scholz and
Martin Atzmueller and
Gerd Stumme},
title = {On the predictability of recurring links in networks of face-to-face
proximity},
booktitle = {{WWW} (Companion Volume)},
pages = {637--642},
publisher = {{ACM}},
year = {2014}
}
@incollection{DBLP:books/sp/stdesign14/0001MADS14,
author = {Christoph Scholz and
Bjoern Elmar Macek and
Martin Atzmueller and
Stephan Doerfel and
Gerd Stumme},
title = {Mining Social Links for Ubiquitous Knowledge Engineering},
booktitle = {Socio-technical Design of Ubiquitous Computing Systems},
pages = {109--129},
publisher = {Springer},
year = {2014}
}
@incollection{DBLP:books/sp/stdesign14/AtzmuellerBHKM0SSS14,
author = {Martin Atzmueller and
Kay Behrenbruch and
Axel Hoffmann and
Mark Kibanov and
Bjoern Elmar Macek and
Christoph Scholz and
Hendrik Skistims and
Matthias S{\"{o}}llner and
Gerd Stumme},
title = {Connect-U: {A} System for Enhancing Social Networking},
booktitle = {Socio-technical Design of Ubiquitous Computing Systems},
pages = {261--275},
publisher = {Springer},
year = {2014}
}
@proceedings{DBLP:conf/socialcom/2014,
editor = {Su Yang and
Kristina Lerman and
James She and
Martin Atzmueller},
title = {Proceedings of the 2014 International Conference on Social Computing,
Beijing, China, August 04 - 07, 2014},
publisher = {{ACM}},
year = {2014}
}
@article{DBLP:journals/corr/ScholzIAS14,
author = {Christoph Scholz and
Jens Illig and
Martin Atzmueller and
Gerd Stumme},
title = {On the Predictability of Talk Attendance at Academic Conferences},
journal = {CoRR},
volume = {abs/1407.0613},
year = {2014}
}
@article{DBLP:journals/corr/ScholzAS14,
author = {Christoph Scholz and
Martin Atzmueller and
Gerd Stumme},
title = {Link Prediction and the Role of Stronger Ties in Networks of Face-to-Face
Proximity},
journal = {CoRR},
volume = {abs/1407.2161},
year = {2014}
}
@article{DBLP:journals/ijws/AtzmuellerL13,
author = {Martin Atzmueller and
Florian Lemmerich},
title = {Exploratory pattern mining on social media using geo-references and
social tagging information},
journal = {Int. J. Web Sci.},
volume = {2},
number = {1/2},
pages = {80--112},
year = {2013}
}
@inproceedings{DBLP:conf/asunam/ScholzAKS13,
author = {Christoph Scholz and
Martin Atzmueller and
Mark Kibanov and
Gerd Stumme},
title = {How do people link?: analysis of contact structures in human face-to-face
proximity networks},
booktitle = {{ASONAM}},
pages = {356--363},
publisher = {{ACM}},
year = {2013}
}
@inproceedings{DBLP:conf/asunam/MacekA13,
author = {Bjoern Elmar Macek and
Martin Atzmueller},
title = {Visualizing the impact of time series data for predicting user interactions},
booktitle = {{ASONAM}},
pages = {1477--1478},
publisher = {{ACM}},
year = {2013}
}
@inproceedings{DBLP:conf/complenet/MitzlaffASH13,
author = {Folke Mitzlaff and
Martin Atzmueller and
Gerd Stumme and
Andreas Hotho},
title = {Semantics of User Interaction in Social Media},
booktitle = {CompleNet},
series = {Studies in Computational Intelligence},
volume = {476},
pages = {13--25},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/greencom/KibanovA0S13,
author = {Mark Kibanov and
Martin Atzmueller and
Christoph Scholz and
Gerd Stumme},
title = {On the Evolution of Contacts and Communities in Networks of Face-to-Face
Proximity},
booktitle = {GreenCom/iThings/CPScom},
pages = {993--1000},
publisher = {{IEEE}},
year = {2013}
}
@inproceedings{DBLP:conf/ht/AtzmuellerH13,
author = {Martin Atzmueller and
Katy Hilgenberg},
title = {Towards capturing social interactions with {SDCF:} an extensible framework
for mobile sensing and ubiquitous data collection},
booktitle = {{MSM}},
pages = {6:1--6:4},
publisher = {{ACM}},
year = {2013}
}
@inproceedings{DBLP:conf/icwsm/ScholzABCS13,
author = {Christoph Scholz and
Martin Atzmueller and
Alain Barrat and
Ciro Cattuto and
Gerd Stumme},
title = {New Insights and Methods For Predicting Face-To-Face Contacts},
booktitle = {{ICWSM}},
publisher = {The {AAAI} Press},
year = {2013}
}
@inproceedings{DBLP:conf/lwa/KibanovA0S13,
author = {Mark Kibanov and
Martin Atzmueller and
Christoph Scholz and
Gerd Stumme},
title = {Evolution of Contacts and Communities in Networks of Face-to-Face
Proximity},
booktitle = {{LWA}},
pages = {107--108},
publisher = {Universit{\"{a}}tsbibliothek Bamberg},
year = {2013}
}
@inproceedings{DBLP:conf/lwa/MitzlaffASH13,
author = {Folke Mitzlaff and
Martin Atzmueller and
Gerd Stumme and
Andreas Hotho},
title = {On the Semantics of User Interaction in Social Media},
booktitle = {{LWA}},
pages = {109--112},
publisher = {Universit{\"{a}}tsbibliothek Bamberg},
year = {2013}
}
@inproceedings{DBLP:conf/pkdd/AtzmuellerM013,
author = {Martin Atzmueller and
Juergen Mueller and
Martin Becker},
title = {Exploratory Subgroup Analytics on Ubiquitous Data},
booktitle = {{MSM/MUSE}},
series = {Lecture Notes in Computer Science},
volume = {8940},
pages = {1--20},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/se/KibanovEA13,
author = {Mark Kibanov and
Dominik J. Erdmann and
Martin Atzmueller},
title = {How to Select a Suitable Tool for a Software Development Project:
Three Case Studies and the Lessons Learned},
booktitle = {Software Engineering (Workshops)},
series = {{LNI}},
volume = {{P-215}},
pages = {415--424},
publisher = {{GI}},
year = {2013}
}
@proceedings{DBLP:conf/ht/2013msm,
editor = {Martin Atzmueller and
Alvin Chin and
Christoph Trattner},
title = {Proceedings of the 4th International Workshop on Modeling Social Media,
{MSM} '13, Paris, France, May 1, 2013},
publisher = {{ACM}},
year = {2013}
}
@proceedings{DBLP:conf/pkdd/2012muse,
editor = {Martin Atzmueller and
Alvin Chin and
Denis Helic and
Andreas Hotho},
title = {Ubiquitous Social Media Analysis - Third International Workshops,
{MUSE} 2012, Bristol, UK, September 24, 2012, and {MSM} 2012, Milwaukee,
WI, USA, June 25, 2012, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8329},
publisher = {Springer},
year = {2013}
}
@article{DBLP:journals/corr/MitzlaffABHS13,
author = {Folke Mitzlaff and
Martin Atzmueller and
Dominik Benz and
Andreas Hotho and
Gerd Stumme},
title = {User-Relatedness and Community Structure in Social Interaction Networks},
journal = {CoRR},
volume = {abs/1309.3888},
year = {2013}
}
@article{DBLP:journals/corr/Atzmueller13,
author = {Martin Atzmueller},
title = {Data Mining on Social Interaction Networks},
journal = {CoRR},
volume = {abs/1312.6675},
year = {2013}
}
@article{DBLP:journals/insk/Atzmueller12,
author = {Martin Atzmueller},
title = {Mining Social Media},
journal = {Inform. Spektrum},
volume = {35},
number = {2},
pages = {132--135},
year = {2012}
}
@article{DBLP:journals/sigweb/Atzmueller12,
author = {Martin Atzmueller},
title = {Hypertext 2012: linking people, data, resources and stories},
journal = {{SIGWEB} Newsl.},
volume = {2012},
number = {Autumn},
pages = {1:1--1:5},
year = {2012}
}
@article{DBLP:journals/widm/Atzmueller12,
author = {Martin Atzmueller},
title = {Mining social media: key players, sentiments, and communities},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {2},
number = {5},
pages = {411--419},
year = {2012}
}
@inproceedings{DBLP:conf/greencom/AtzmuellerBDHKMMMSS12,
author = {Martin Atzmueller and
Martin Becker and
Stephan Doerfel and
Andreas Hotho and
Mark Kibanov and
Bjoern Elmar Macek and
Folke Mitzlaff and
Juergen Mueller and
Christoph Scholz and
Gerd Stumme},
title = {Ubicon: Observing Physical and Social Activities},
booktitle = {GreenCom},
pages = {317--324},
publisher = {{IEEE} Computer Society},
year = {2012}
}
@inproceedings{DBLP:conf/hcse/BehrenbruchAESSG12,
author = {Kay Behrenbruch and
Martin Atzm{\"{u}}ller and
Christoph Evers and
Ludger Schmidt and
Gerd Stumme and
Kurt Geihs},
title = {A Personality Based Design Approach Using Subgroup Discovery},
booktitle = {{HCSE}},
series = {Lecture Notes in Computer Science},
volume = {7623},
pages = {259--266},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/ht/Atzmueller12,
author = {Martin Atzmueller},
title = {Onto collective intelligence in social media: exemplary applications
and perspectives},
booktitle = {{MSM}},
pages = {33--34},
publisher = {{ACM}},
year = {2012}
}
@inproceedings{DBLP:conf/ht/MacekSAS12,
author = {Bjoern Elmar Macek and
Christoph Scholz and
Martin Atzmueller and
Gerd Stumme},
title = {Anatomy of a conference},
booktitle = {{HT}},
pages = {245--254},
publisher = {{ACM}},
year = {2012}
}
@inproceedings{DBLP:conf/pkdd/SeipelNKA12,
author = {Dietmar Seipel and
Philipp Neubeck and
Stefan K{\"{o}}hler and
Martin Atzmueller},
title = {Mining Complex Event Patterns in Computer Networks},
booktitle = {{NFMCP}},
series = {Lecture Notes in Computer Science},
volume = {7765},
pages = {33--48},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/pkdd/LemmerichBA12,
author = {Florian Lemmerich and
Martin Becker and
Martin Atzmueller},
title = {Generic Pattern Trees for Exhaustive Exceptional Model Mining},
booktitle = {{ECML/PKDD} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {7524},
pages = {277--292},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/pkdd/AtzmuellerL12,
author = {Martin Atzmueller and
Florian Lemmerich},
title = {{VIKAMINE} - Open-Source Subgroup Discovery, Pattern Mining, and Analytics},
booktitle = {{ECML/PKDD} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {7524},
pages = {842--845},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/socialcom/ScholzAS12,
author = {Christoph Scholz and
Martin Atzmueller and
Gerd Stumme},
title = {On the Predictability of Human Contacts: Influence Factors and the
Strength of Stronger Ties},
booktitle = {SocialCom/PASSAT},
pages = {312--321},
publisher = {{IEEE} Computer Society},
year = {2012}
}
@incollection{DBLP:books/igi/12/AtzmuellerBP12,
author = {Martin Atzmueller and
Stephanie Beer and
Frank Puppe},
title = {Data Mining, Validation, and Collaborative Knowledge Capture},
booktitle = {Collaboration and the Semantic Web},
pages = {149--167},
publisher = {{IGI} Global},
year = {2012}
}
@proceedings{DBLP:conf/ht/2012msm,
editor = {Alvin Chin and
Martin Atzmueller and
Denis Helic},
title = {Proceedings of the 3rd international workshop on Modeling social media,
{MSM} 2012, Milwaukee, WI, USA, June 25, 2012},
publisher = {{ACM}},
year = {2012}
}
@proceedings{DBLP:conf/socialcom/2011msmmuse,
editor = {Martin Atzmueller and
Alvin Chin and
Denis Helic and
Andreas Hotho},
title = {Modeling and Mining Ubiquitous Social Media - International Workshops
{MSM} 2011, Boston, MA, USA, October 9, 2011, and {MUSE} 2011, Athens,
Greece, September 5, 2011, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7472},
publisher = {Springer},
year = {2012}
}
@article{DBLP:journals/it/AtzmullerBDHJMMSS11,
author = {Martin Atzm{\"{u}}ller and
Dominik Benz and
Stephan Doerfel and
Andreas Hotho and
Robert J{\"{a}}schke and
Bjoern Elmar Macek and
Folke Mitzlaff and
Christoph Scholz and
Gerd Stumme},
title = {Enhancing Social Interactions at Conferences},
journal = {it Inf. Technol.},
volume = {53},
number = {3},
pages = {101--107},
year = {2011}
}
@inproceedings{DBLP:conf/cikm/Atzmueller11,
author = {Martin Atzmueller},
title = {Analysis of communities in social media},
booktitle = {{SMUC}},
pages = {35--36},
publisher = {{ACM}},
year = {2011}
}
@inproceedings{DBLP:conf/flairs/AtzmuellerM11,
author = {Martin Atzmueller and
Folke Mitzlaff},
title = {Efficient Descriptive Community Mining},
booktitle = {{FLAIRS}},
publisher = {{AAAI} Press},
year = {2011}
}
@inproceedings{DBLP:conf/lwa/AtzmuellerL11,
author = {Martin Atzmueller and
Florian Lemmerich},
title = {{VIKAMINE} - {A} Rich-Client Environment for Intelligent Pattern Mining
and Subgroup Discovery},
booktitle = {{LWA}},
pages = {43--44},
publisher = {Fakult{\"{a}}t f{\"{u}}r Informatik, Otto-von-Guericke-Universit{\"{a}}t
Magdeburg},
year = {2011}
}
@inproceedings{DBLP:conf/lwa/AtzmuellerDMS11,
author = {Martin Atzmueller and
Stephan Doerfel and
Folke Mitzlaff and
Gerd Stumme},
title = {Face-to-Face Contacts during {LWA} 2010 Communities, Roles, and Key
Players},
booktitle = {{LWA}},
pages = {45},
publisher = {Fakult{\"{a}}t f{\"{u}}r Informatik, Otto-von-Guericke-Universit{\"{a}}t
Magdeburg},
year = {2011}
}
@inproceedings{DBLP:conf/pkdd/ScholzDAHS11,
author = {Christoph Scholz and
Stephan Doerfel and
Martin Atzmueller and
Andreas Hotho and
Gerd Stumme},
title = {Resource-Aware On-line {RFID} Localization Using Proximity Data},
booktitle = {{ECML/PKDD} {(3)}},
series = {Lecture Notes in Computer Science},
volume = {6913},
pages = {129--144},
publisher = {Springer},
year = {2011}
}
@inproceedings{DBLP:conf/semweb/AtzmuellerBHS11,
author = {Martin Atzmueller and
Dominik Benz and
Andreas Hotho and
Gerd Stumme},
title = {Towards Mining Semantic Maturity in Social Bookmarking Systems},
booktitle = {SDoW@ISWC},
series = {{CEUR} Workshop Proceedings},
volume = {830},
publisher = {CEUR-WS.org},
year = {2011}
}
@inproceedings{DBLP:conf/socialcom/AtzmuellerDHMS11,
author = {Martin Atzmueller and
Stephan Doerfel and
Andreas Hotho and
Folke Mitzlaff and
Gerd Stumme},
title = {Face-to-Face Contacts at a Conference: Dynamics of Communities and
Roles},
booktitle = {{MSM/MUSE}},
series = {Lecture Notes in Computer Science},
volume = {7472},
pages = {21--39},
publisher = {Springer},
year = {2011}
}
@inproceedings{DBLP:conf/socialcom/LemmerichA11a,
author = {Florian Lemmerich and
Martin Atzmueller},
title = {Describing Locations Using Tags and Images: Explorative Pattern Mining
in Social Media},
booktitle = {{MSM/MUSE}},
series = {Lecture Notes in Computer Science},
volume = {7472},
pages = {77--96},
publisher = {Springer},
year = {2011}
}
@inproceedings{DBLP:conf/socialcom/MacekAS11,
author = {Bjoern Elmar Macek and
Martin Atzmueller and
Gerd Stumme},
title = {Profile Mining in CVS-Logs and Face-to-Face Contacts for Recommending
Software Developers},
booktitle = {SocialCom/PASSAT},
pages = {250--257},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@inproceedings{DBLP:conf/socialcom/LemmerichA11,
author = {Florian Lemmerich and
Martin Atzmueller},
title = {Modeling Location-Based Profiles of Social Image Media Using Explorative
Pattern Mining},
booktitle = {SocialCom/PASSAT},
pages = {1356--1363},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@proceedings{DBLP:conf/ht/2010msmmuse,
editor = {Martin Atzm{\"{u}}ller and
Andreas Hotho and
Markus Strohmaier and
Alvin Chin},
title = {Analysis of Social Media and Ubiquitous Data - International Workshops
{MSM} 2010, Toronto, Canada, June 13, 2010, and {MUSE} 2010, Barcelona,
Spain, September 20, 2010, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6904},
publisher = {Springer},
year = {2011}
}
@article{DBLP:journals/qre/WeissA10,
author = {Christian H. Wei{\ss} and
Martin Atzm{\"{u}}ller},
title = {{EWMA} control charts for monitoring binary processes with applications
to medical diagnosis data},
journal = {Qual. Reliab. Eng. Int.},
volume = {26},
number = {8},
pages = {795--805},
year = {2010}
}
@inproceedings{DBLP:conf/exact/AtzmuellerR10,
author = {Martin Atzmueller and
Thomas Roth{-}Berghofer},
title = {Towards Explanation-Aware Social Software: Applying the Mining and
Analysis Continuum of Explaining},
booktitle = {ExaCt},
pages = {1--12},
publisher = {University of Lisbon, Portugal},
year = {2010}
}
@inproceedings{DBLP:conf/flairs/LemmerichRA10,
author = {Florian Lemmerich and
Mathias Rohlfs and
Martin Atzm{\"{u}}ller},
title = {Fast Discovery of Relevant Subgroup Patterns},
booktitle = {{FLAIRS}},
publisher = {{AAAI} Press},
year = {2010}
}
@inproceedings{DBLP:conf/ht/MitzlaffABHS10,
author = {Folke Mitzlaff and
Martin Atzmueller and
Dominik Benz and
Andreas Hotho and
Gerd Stumme},
title = {Community Assessment Using Evidence Networks},
booktitle = {{MSM/MUSE}},
series = {Lecture Notes in Computer Science},
volume = {6904},
pages = {79--98},
publisher = {Springer},
year = {2010}
}
@inproceedings{DBLP:conf/sgai/AtzmuellerR10,
author = {Martin Atzmueller and
Thomas Roth{-}Berghofer},
title = {The Mining and Analysis Continuum of Explaining Uncovered},
booktitle = {{SGAI} Conf},
pages = {273--278},
publisher = {Springer},
year = {2010}
}
@proceedings{DBLP:conf/lwa/2010,
editor = {Martin Atzmueller and
Dominik Benz and
Andreas Hotho and
Gerd Stumme},
title = {{LWA} 2010 - Lernen, Wissen {\&} Adaptivit{\"{a}}t, Workshop
Proceedings, Kassel, 4.-6. Oktober 2010},
year = {2010}
}
@article{DBLP:journals/ijait/AtzmullerPB09,
author = {Martin Atzm{\"{u}}ller and
Frank Puppe and
Hans{-}Peter Buscher},
title = {A Semi-Automatic Approach for Confounding-Aware Subgroup Discovery},
journal = {Int. J. Artif. Intell. Tools},
volume = {18},
number = {1},
pages = {81--98},
year = {2009}
}
@inproceedings{DBLP:conf/flairs/AtzmuellerN09,
author = {Martin Atzmueller and
Grzegorz J. Nalepa},
title = {A Textual Subgroup Mining Approach for Rapid {ARD+} Model Capture},
booktitle = {{FLAIRS}},
publisher = {{AAAI} Press},
year = {2009}
}
@inproceedings{DBLP:conf/flairs/AtzmullerPB09,
author = {Martin Atzm{\"{u}}ller and
Frank Puppe and
Stephanie Beer},
title = {A Data Warehouse-Based Approach for Quality Management, Analysis and
Evaluation of Intelligent Systems using Subgroup Mining},
booktitle = {{FLAIRS}},
publisher = {{AAAI} Press},
year = {2009}
}
@inproceedings{DBLP:conf/ismis/AtzmullerL09,
author = {Martin Atzm{\"{u}}ller and
Florian Lemmerich},
title = {Fast Subgroup Discovery for Continuous Target Concepts},
booktitle = {{ISMIS}},
series = {Lecture Notes in Computer Science},
volume = {5722},
pages = {35--44},
publisher = {Springer},
year = {2009}
}
@inproceedings{DBLP:conf/ki/KluglAP09,
author = {Peter Kl{\"{u}}gl and
Martin Atzmueller and
Frank Puppe},
title = {Meta-level Information Extraction},
booktitle = {{KI}},
series = {Lecture Notes in Computer Science},
volume = {5803},
pages = {233--240},
publisher = {Springer},
year = {2009}
}
@inproceedings{DBLP:conf/lwa/AtzmuellerLP09,
author = {Martin Atzmueller and
Florian Lemmerich and
Frank Puppe},
title = {Fast and Effective Subgroup Mining for Continuous Target Variables},
booktitle = {{LWA}},
volume = {{TUD-CS-2009-0157/TUD-KE-2009-04}},
pages = {KDML:1--8},
publisher = {{FG} Telekooperation/FG Knowledge Engineering, Technische Universit{\"{a}}t
Darmstadt, Germany},
year = {2009}
}
@inproceedings{DBLP:conf/lwa/KlueglAHP09,
author = {Peter Kluegl and
Martin Atzmueller and
Tobias Hermann and
Frank Puppe},
title = {A Framework for Semi-Automatic Development of Rule-based Information
Extraction Applications},
booktitle = {{LWA}},
volume = {{TUD-CS-2009-0157/TUD-KE-2009-04}},
pages = {KDML:56--59},
publisher = {{FG} Telekooperation/FG Knowledge Engineering, Technische Universit{\"{a}}t
Darmstadt, Germany},
year = {2009}
}
@inproceedings{DBLP:conf/lwa/KlueglAP09,
author = {Peter Kluegl and
Martin Atzmueller and
Frank Puppe},
title = {Meta-Level Information Extraction},
booktitle = {{LWA}},
volume = {{TUD-CS-2009-0157/TUD-KE-2009-04}},
pages = {KDML:60--63},
publisher = {{FG} Telekooperation/FG Knowledge Engineering, Technische Universit{\"{a}}t
Darmstadt, Germany},
year = {2009}
}
@incollection{DBLP:series/sci/AtzmuellerP09,
author = {Martin Atzmueller and
Frank Puppe},
title = {A Knowledge-Intensive Approach for Semi-automatic Causal Subgroup
Discovery},
booktitle = {Knowledge Discovery Enhanced with Semantic and Social Information},
series = {Studies in Computational Intelligence},
volume = {220},
pages = {19--36},
year = {2009}
}
@article{DBLP:journals/apin/AtzmullerP08,
author = {Martin Atzm{\"{u}}ller and
Frank Puppe},
title = {A case-based approach for characterization and analysis of subgroup
patterns},
journal = {Appl. Intell.},
volume = {28},
number = {3},
pages = {210--221},
year = {2008}
}
@inproceedings{DBLP:conf/ecai/PuppeABHLB08,
author = {Frank Puppe and
Martin Atzm{\"{u}}ller and
Georg Buscher and
Matthias H{\"{u}}ttig and
Hardi Luehrs and
Hans{-}Peter Buscher},
title = {Application and Evaluation of a Medical Knowledge System in Sonography
{(SONOCONSULT)}},
booktitle = {{ECAI}},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {178},
pages = {683--687},
publisher = {{IOS} Press},
year = {2008}
}
@inproceedings{DBLP:conf/flairs/AtzmullerP08,
author = {Martin Atzm{\"{u}}ller and
Frank Puppe},
title = {Semi-Automatic Refinement and Assessment of Subgroup Patterns},
booktitle = {{FLAIRS}},
pages = {323--328},
publisher = {{AAAI} Press},
year = {2008}
}
@inproceedings{DBLP:conf/ki/AtzmuellerL08,
author = {Martin Atzm{\"{u}}ller and
Florian Lemmerich},
title = {A Methodological Approach for the Effective Modeling of Bayesian Networks},
booktitle = {{KI}},
series = {Lecture Notes in Computer Science},
volume = {5243},
pages = {160--168},
publisher = {Springer},
year = {2008}
}
@inproceedings{DBLP:conf/ki/KluglAP08,
author = {Peter Kl{\"{u}}gl and
Martin Atzm{\"{u}}ller and
Frank Puppe},
title = {Test-Driven Development of Complex Information Extraction Systems
using TextMarker},
booktitle = {{KESE}},
series = {{CEUR} Workshop Proceedings},
volume = {425},
publisher = {CEUR-WS.org},
year = {2008}
}
@inproceedings{DBLP:conf/lwa/AtzmullerKP08,
author = {Martin Atzm{\"{u}}ller and
Peter Kl{\"{u}}gl and
Frank Puppe},
title = {Rule-Based Information Extraction for Structured Data Acquisition
using TextMarker},
booktitle = {{LWA}},
series = {Technical Report},
volume = {448},
pages = {1--7},
publisher = {Department of Computer Science, University of W{\"{u}}rzburg,
Germany},
year = {2008}
}
@inproceedings{DBLP:conf/lwa/LemmerichA08,
author = {Florian Lemmerich and
Martin Atzm{\"{u}}ller},
title = {Generating Evaluation Data using Bayesian Networks - {A} Simple and
Effective Modeling Methodology},
booktitle = {{LWA}},
series = {Technical Report},
volume = {448},
pages = {69--76},
publisher = {Department of Computer Science, University of W{\"{u}}rzburg,
Germany},
year = {2008}
}
@inproceedings{DBLP:conf/lwa/KluglAP08,
author = {Peter Kl{\"{u}}gl and
Martin Atzm{\"{u}}ller and
Frank Puppe},
title = {Integrating the Rule-Based {IE} Component TextMarker into {UIMA}},
booktitle = {{LWA}},
series = {Technical Report},
volume = {448},
pages = {73--77},
publisher = {Department of Computer Science, University of W{\"{u}}rzburg,
Germany},
year = {2008}
}
@proceedings{DBLP:conf/lwa/2008,
editor = {Joachim Baumeister and
Martin Atzm{\"{u}}ller},
title = {{LWA} 2008 - Workshop-Woche: Lernen, Wissen {\&} Adaptivit{\"{a}}t,
W{\"{u}}rzburg, Deutschland, 6.-8. Oktober 2008, Proceedings},
series = {Technical Report},
volume = {448},
publisher = {Department of Computer Science, University of W{\"{u}}rzburg,
Germany},
year = {2008}
}
@article{DBLP:journals/ki/Atzmuller07,
author = {Martin Atzm{\"{u}}ller},
title = {Knowledge-Intensive Subgroup Mining},
journal = {K{\"{u}}nstliche Intell.},
volume = {21},
number = {2},
pages = {53--54},
year = {2007}
}
@inproceedings{DBLP:conf/flairs/AtzmullerBP07,
author = {Martin Atzm{\"{u}}ller and
Joachim Baumeister and
Frank Puppe},
title = {Pattern-Constrained Test Case Generation},
booktitle = {{FLAIRS}},
pages = {518--523},
publisher = {{AAAI} Press},
year = {2007}
}
@inproceedings{DBLP:conf/ictai/AtzmullerPB07,
author = {Martin Atzm{\"{u}}ller and
Frank Puppe and
Hans{-}Peter Buscher},
title = {Onto Confounding-Aware Subgroup Discovery},
booktitle = {{ICTAI} {(2)}},
pages = {163--170},
publisher = {{IEEE} Computer Society},
year = {2007}
}
@inproceedings{DBLP:conf/kcap/AtzmullerKBP07,
author = {Martin Atzm{\"{u}}ller and
Peter Kl{\"{u}}gl and
Joachim Baumeister and
Frank Puppe},
title = {Rapid knowledge capture using subgroup discovery with incremental
refinement},
booktitle = {{K-CAP}},
pages = {31--38},
publisher = {{ACM}},
year = {2007}
}
@inproceedings{DBLP:conf/ki/Atzmuller07,
author = {Martin Atzm{\"{u}}ller},
title = {Experience Management with Task-Configurations and Task-Patterns for
Descriptive Data Mining},
booktitle = {{KESE}},
series = {{CEUR} Workshop Proceedings},
volume = {282},
publisher = {CEUR-WS.org},
year = {2007}
}
@inproceedings{DBLP:conf/lwa/AtzmullerP07,
author = {Martin Atzm{\"{u}}ller and
Frank Puppe},
title = {Towards Confounding-Aware Subgroup Discovery},
booktitle = {{LWA}},
pages = {87--93},
publisher = {Martin-Luther-University Halle-Wittenberg},
year = {2007}
}
@inproceedings{DBLP:conf/wlp/AtzmullerP07,
author = {Martin Atzm{\"{u}}ller and
Frank Puppe},
title = {Causal Subgroup Analysis for Detecting Confounding},
booktitle = {{INAP/WLP}},
series = {Lecture Notes in Computer Science},
volume = {5437},
pages = {136--148},
publisher = {Springer},
year = {2007}
}
@inproceedings{DBLP:conf/wlp/AtzmullerS07,
author = {Martin Atzm{\"{u}}ller and
Dietmar Seipel},
title = {Using Declarative Specifications of Domain Knowledge for Descriptive
Data Mining},
booktitle = {{INAP/WLP}},
series = {Lecture Notes in Computer Science},
volume = {5437},
pages = {149--164},
publisher = {Springer},
year = {2007}
}
@phdthesis{DBLP:phd/de/Atzmuller2006,
author = {Martin Atzm{\"{u}}ller},
title = {Knowledge-intensive subgroup mining: techniques for automatic and
interactive discovery},
school = {Julius Maximilians University W{\"{u}}rzburg, Germany},
year = {2006}
}
@article{DBLP:journals/artmed/AtzmuellerBP06,
author = {Martin Atzm{\"{u}}ller and
Joachim Baumeister and
Frank Puppe},
title = {Semi-automatic learning of simple diagnostic scores utilizing complexity
measures},
journal = {Artif. Intell. Medicine},
volume = {37},
number = {1},
pages = {19--30},
year = {2006}
}
@article{DBLP:journals/ki/AtzmullerBGP06,
author = {Martin Atzm{\"{u}}ller and
Joachim Baumeister and
Mario Goller and
Frank Puppe},
title = {A Datagenerator for Evaluating Machine Learning Methods},
journal = {K{\"{u}}nstliche Intell.},
volume = {20},
number = {3},
pages = {57--63},
year = {2006}
}
@inproceedings{DBLP:conf/ekaw/AtzmuellerP06,
author = {Martin Atzm{\"{u}}ller and
Frank Puppe},
title = {A Methodological View on Knowledge-Intensive Subgroup Discovery},
booktitle = {{EKAW}},
series = {Lecture Notes in Computer Science},
volume = {4248},
pages = {318--325},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/flairs/AtzmullerBP06,
author = {Martin Atzm{\"{u}}ller and
Joachim Baumeister and
Frank Puppe},
title = {Introspective Subgroup Analysis for Interactive Knowledge Refinement},
booktitle = {{FLAIRS}},
pages = {402--407},
publisher = {{AAAI} Press},
year = {2006}
}
@inproceedings{DBLP:conf/flairs/BaumeisterAKP06,
author = {Joachim Baumeister and
Martin Atzm{\"{u}}ller and
Peter Kl{\"{u}}gl and
Frank Puppe},
title = {Conservative and Creative Strategies for the Refinement of Scoring
Rules},
booktitle = {{FLAIRS}},
pages = {408--413},
publisher = {{AAAI} Press},
year = {2006}
}
@inproceedings{DBLP:conf/lwa/Atzmuller06,
author = {Martin Atzm{\"{u}}ller},
title = {Case-Based Characterization and Analysis of Subgroup Patterns},
booktitle = {{LWA}},
series = {Hildesheimer Informatik-Berichte},
volume = {1/2006},
pages = {237--244},
publisher = {University of Hildesheim, Institute of Computer Science},
year = {2006}
}
@inproceedings{DBLP:conf/pkdd/AtzmullerP06,
author = {Martin Atzm{\"{u}}ller and
Frank Puppe},
title = {SD-Map - {A} Fast Algorithm for Exhaustive Subgroup Discovery},
booktitle = {{PKDD}},
series = {Lecture Notes in Computer Science},
volume = {4213},
pages = {6--17},
publisher = {Springer},
year = {2006}
}
@article{DBLP:journals/jucs/AtzmullerP05,
author = {Martin Atzm{\"{u}}ller and
Frank Puppe},
title = {Semi-Automatic Visual Subgroup Mining using {VIKAMINE}},
journal = {J. Univers. Comput. Sci.},
volume = {11},
number = {11},
pages = {1752--1765},
year = {2005}
}
@inproceedings{DBLP:conf/aime/AtzmuellerBHRP05,
author = {Martin Atzm{\"{u}}ller and
Joachim Baumeister and
Achim Hemsing and
Ernst{-}J{\"{u}}rgen Richter and
Frank Puppe},
title = {Subgroup Mining for Interactive Knowledge Refinement},
booktitle = {{AIME}},
series = {Lecture Notes in Computer Science},
volume = {3581},
pages = {453--462},
publisher = {Springer},
year = {2005}
}
@inproceedings{DBLP:conf/ijcai/AtzmullerPB05,
author = {Martin Atzm{\"{u}}ller and
Frank Puppe and
Hans{-}Peter Buscher},
title = {Exploiting Background Knowledge for Knowledge-Intensive Subgroup Discovery},
booktitle = {{IJCAI}},
pages = {647--652},
publisher = {Professional Book Center},
year = {2005}
}
@inproceedings{DBLP:conf/lit/AtzmuellerBP05,
author = {Martin Atzm{\"{u}}ller and
Joachim Baumeister and
Frank Puppe},
title = {Exemplifying Subgroup Mining Results for Interactive Knowledge Refinement},
booktitle = {Leipziger Informatik-Tage},
series = {{LNI}},
volume = {{P-72}},
pages = {101--106},
publisher = {{GI}},
year = {2005}
}
@inproceedings{DBLP:conf/wm/PuppeBAHB05,
author = {Frank Puppe and
Georg Buscher and
Martin Atzm{\"{u}}ller and
Matthias H{\"{u}}ttig and
Hans{-}Peter Buscher},
title = {Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult)},
booktitle = {Wissensmanagement},
pages = {299--304},
publisher = {DFKI, Kaiserslautern},
year = {2005}
}
@inproceedings{DBLP:conf/wm/PuppeBAHB05a,
author = {Frank Puppe and
Georg Buscher and
Martin Atzm{\"{u}}ller and
Matthias H{\"{u}}ttig and
Hans{-}Peter Buscher},
title = {Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult)},
booktitle = {Wissensmanagement {(LNCS} Volume)},
series = {Lecture Notes in Computer Science},
volume = {3782},
pages = {319--329},
publisher = {Springer},
year = {2005}
}
@inproceedings{DBLP:conf/flairs/AtzmullerBPSB04,
author = {Martin Atzm{\"{u}}ller and
Joachim Baumeister and
Frank Puppe and
Wenqi Shi and
John A. Barnden},
title = {Case-Based Approaches for Diagnosing Multiple Disorders},
booktitle = {{FLAIRS}},
pages = {154--159},
publisher = {{AAAI} Press},
year = {2004}
}
@inproceedings{DBLP:conf/ifip12/ShiBAB04,
author = {Wenqi Shi and
John A. Barnden and
Martin Atzm{\"{u}}ller and
Joachim Baumeister},
title = {An Intelligent Diagnosis System Handling Multiple Disorders},
booktitle = {Intelligent Information Processing},
series = {{IFIP}},
volume = {163},
pages = {421--430},
publisher = {Springer},
year = {2004}
}
@inproceedings{DBLP:conf/lwa/AtzmullerPB04,
author = {Martin Atzm{\"{u}}ller and
Frank Puppe and
Hans{-}Peter Buscher},
title = {Towards Knowledge-Intensive Subgroup Discovery},
booktitle = {{LWA}},
pages = {111--117},
publisher = {Humbold-Universit{\"{a}}t Berlin},
year = {2004}
}
@inproceedings{DBLP:conf/wlp/AtzmullerBP04,
author = {Martin Atzm{\"{u}}ller and
Joachim Baumeister and
Frank Puppe},
title = {Quality Measures and Semi-automatic Mining of Diagnostic Rule Bases},
booktitle = {{INAP/WLP}},
series = {Lecture Notes in Computer Science},
volume = {3392},
pages = {65--78},
publisher = {Springer},
year = {2004}
}
@inproceedings{DBLP:conf/ismda/AtzmuellerBP03,
author = {Martin Atzm{\"{u}}ller and
Joachim Baumeister and
Frank Puppe},
title = {Inductive Learning of Simple Diagnostic Scores},
booktitle = {{ISMDA}},
series = {Lecture Notes in Computer Science},
volume = {2868},
pages = {23--30},
publisher = {Springer},
year = {2003}
}
@inproceedings{DBLP:conf/wm/AtzmullerBP03,
author = {Martin Atzm{\"{u}}ller and
Joachim Baumeister and
Frank Puppe},
title = {Evaluation of two Strategies for Case-Based Diagnosis handling Multiple
Faults},
booktitle = {Wissensmanagement},
series = {{LNI}},
volume = {{P-28}},
pages = {275--276},
publisher = {{GI}},
year = {2003}
}
@inproceedings{DBLP:conf/ewcbr/BaumeisterAP02,
author = {Joachim Baumeister and
Martin Atzm{\"{u}}ller and
Frank Puppe},
title = {Inductive Learning for Case-Based Diagnosis with Multiple Faults},
booktitle = {{ECCBR}},
series = {Lecture Notes in Computer Science},
volume = {2416},
pages = {28--42},
publisher = {Springer},
year = {2002}
}
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