Ubicon: Observing Physical and Social Activities. - Martin Atzmueller; Martin Becker 003; Stephan Doerfel; Andreas Hotho; Mark Kibanov; Bjoern Elmar Macek; Folke Mitzlaff; Juergen Mueller; Christoph Scholz 001; Gerd Stumme (GreenCom, 2012)

Generic Pattern Trees for Exhaustive Exceptional Model Mining. - Florian Lemmerich; Martin Becker 003; Martin Atzmueller (ECML/PKDD (2), 2012)

A generic platform for ubiquitous and subjective data. - Martin Becker 003; Juergen Mueller; Andreas Hotho; Gerd Stumme (UbiComp (Adjunct Publication), 2013)

Exploratory Subgroup Analytics on Ubiquitous Data. - Martin Atzmueller; Juergen Mueller; Martin Becker 003 (MSM/MUSE, 2013)

Difference-Based Estimates for Generalization-Aware Subgroup Discovery. - Florian Lemmerich; Martin Becker 003; Frank Puppe (ECML/PKDD (3), 2013)

Tag Recommendations for SensorFolkSonomies. - Juergen Mueller; Stephan Dörfel; Martin Becker 003; Andreas Hotho; Gerd Stumme (RSWeb@RecSys, 2013)

Ubicon and its applications for ubiquitous social computing. - Martin Atzmueller; Martin Becker 003; Mark Kibanov; Christoph Scholz 001; Stephan Doerfel; Andreas Hotho; Bjoern Elmar Macek; Folke Mitzlaff; Juergen Mueller; Gerd Stumme (New Rev. Hypermedia Multim., 2014)

Genre Classification on German Novels. - Lena Hettinger; Martin Becker 003; Isabella Reger; Fotis Jannidis; Andreas Hotho (DEXA Workshops, 2015)

VizTrails: An Information Visualization Tool for Exploring Geographic Movement Trajectories. - Martin Becker 003; Philipp Singer; Florian Lemmerich; Andreas Hotho; Denis Helic; Markus Strohmaier (HT, 2015)

MicroTrails: comparing hypotheses about task selection on a crowdsourcing platform. - Martin Becker 003; Kathrin Borchert; Matthias Hirth; Hauke Mewes; Andreas Hotho; Phuoc Tran-Gia (I-KNOW, 2015)

ConDist: A Context-Driven Categorical Distance Measure. - Markus Ring; Florian Otto; Martin Becker 003; Thomas Niebler; Dieter Landes; Andreas Hotho (ECML/PKDD (1), 2015)

Photowalking the City: Comparing Hypotheses About Urban Photo Trails on Flickr. - Martin Becker 003; Philipp Singer; Florian Lemmerich; Andreas Hotho; Denis Helic; Markus Strohmaier (SocInfo, 2015)

FolkTrails: Interpreting Navigation Behavior in a Social Tagging System. - Thomas Niebler; Martin Becker 003; Daniel Zoller; Stephan Doerfel; Andreas Hotho (CIKM, 2016)

Mining Subgroups with Exceptional Transition Behavior. - Florian Lemmerich; Martin Becker 003; Philipp Singer; Denis Helic; Andreas Hotho; Markus Strohmaier (KDD, 2016)

Prediction of Happy Endings in German Novels. - Albin Zehe; Martin Becker 003; Lena Hettinger; Andreas Hotho; Isabella Reger; Fotis Jannidis (DMNLP@PKDD/ECML, 2016)

SparkTrails: A MapReduce Implementation of HypTrails for Comparing Hypotheses About Human Trails. - Martin Becker 003; Hauke Mewes; Andreas Hotho; Dimitar Dimitrov 002; Florian Lemmerich; Markus Strohmaier (WWW (Companion Volume), 2016)

MixedTrails: Bayesian Hypotheses Comparison on Heterogeneous Sequential Data. - Martin Becker 003; Florian Lemmerich; Philipp Singer; Markus Strohmaier; Andreas Hotho (CoRR, 2016)

Extracting Semantics from Unconstrained Navigation on Wikipedia. - Thomas Niebler; Daniel Schlör; Martin Becker 003; Andreas Hotho (Künstliche Intell., 2016)

Collective Sensing Platforms. - Martin Atzmueller; Martin Becker 003; Juergen Mueller (Participatory Sensing, Opinions and Collective Awareness, 2017)

Applications for Environmental Sensing in EveryAware. - Martin Atzmueller; Martin Becker 003; Andrea Molino; Juergen Mueller; Jan Peters 002; Alina Sîrbu (Participatory Sensing, Opinions and Collective Awareness, 2017)

Experimental Assessment of the Emergence of Awareness and Its Influence on Behavioral Changes: The Everyaware Lesson. - Pietro Gravino; Alina Sîrbu; Martin Becker 003; Vito D. P. Servedio; Vittorio Loreto (Participatory Sensing, Opinions and Collective Awareness, 2017)

Analyzing Features for the Detection of Happy Endings in German Novels. - Fotis Jannidis; Isabella Reger; Albin Zehe; Martin Becker 003; Lena Hettinger; Andreas Hotho (DHd, 2017)

Towards Sentiment Analysis on German Literature. - Albin Zehe; Martin Becker 003; Fotis Jannidis; Andreas Hotho (KI, 2017)

Comparing Hypotheses About Sequential Data: A Bayesian Approach and Its Applications. - Florian Lemmerich; Philipp Singer; Martin Becker 003; Lisette Espin Noboa; Dimitar Dimitrov 002; Denis Helic; Andreas Hotho; Markus Strohmaier (ECML/PKDD (3), 2017)

Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning. - Thomas Niebler; Martin Becker 003; Christian Pölitz; Andreas Hotho (ISWC (Posters, Demos & Industry Tracks), 2017)

Learning Semantic Relatedness From Human Feedback Using Metric Learning. - Thomas Niebler; Martin Becker 003; Christian Pölitz; Andreas Hotho (CoRR, 2017)

MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data. - Martin Becker 003; Florian Lemmerich; Philipp Singer; Markus Strohmaier; Andreas Hotho (Data Min. Knowl. Discov., 2017)

Burrows' Zeta: Exploring and Evaluating Variants and Parameters. - Christof Schöch; Daniel Schlör; Albin Zehe; Henning Gebhard; Martin Becker 003; Andreas Hotho (DH, 2018)

A White-Box Model for Detecting Author Nationality by Linguistic Differences in Spanish Novels. - Albin Zehe; Daniel Schlör; Ulrike Henny-Krahmer; Martin Becker 003; Andreas Hotho (DH, 2018)

pysubgroup: Easy-to-Use Subgroup Discovery in Python. - Florian Lemmerich; Martin Becker 003 (ECML/PKDD (3), 2018)

Adaptive kNN using expected accuracy for classification of geo-spatial data. - Mark Kibanov; Martin Becker 003; Juergen Mueller; Martin Atzmueller; Andreas Hotho; Gerd Stumme (SAC, 2018)

Understanding Human Navigation using Bayesian Hypothesis Comparison (Verstehen menschlichen Navigationsverhaltens mit hypothesengetriebenen Bayes'schen Methoden) - Martin Becker 003 (2018)

Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions. - Anthony Culos; Amy Tsai; Natalie Stanley; Martin Becker 003; Mohammad Sajjad Ghaemi; David Mcilwain; Ramin Fallahzadeh; Athena Tanada; Huda Nassar; Camilo Espinosa; Maria Xenochristou; Edward Ganio; et al. (Nat. Mach. Intell., 2020)

MapLUR: Exploring a New Paradigm for Estimating Air Pollution Using Deep Learning on Map Images. - Michael Steininger; Konstantin Kobs; Albin Zehe; Florian Lautenschlager 002; Martin Becker 003; Andreas Hotho (ACM Trans. Spatial Algorithms Syst., 2020)

Redescription Model Mining. - Felix I. Stamm; Martin Becker 003; Markus Strohmaier; Florian Lemmerich (KDD, 2021)

Early prediction and longitudinal modeling of preeclampsia from multiomics. - Ivana Maric; Kévin Contrepois; Mira N. Moufarrej; Ina A. Stelzer; Dorien Feyaerts; Xiaoyuan Han; Andy Tang; Natalie Stanley; Ronald J. Wong; Gavin M. Traber; Mathew Ellenberger; Alan L. Chang; et al. (Patterns, 2022)

Large-scale correlation network construction for unraveling the coordination of complex biological systems. - Martin Becker 003; Huda Nassar; Camilo Espinosa; Ina A. Stelzer; Dorien Feyaerts; Eloïse Berson; Neda Hajiakhoond Bidoki; Alan L. Chang; Geetha Saarunya; Anthony Culos; Davide De Francesco; Ramin Fallahzadeh; et al. (Nat. Comput. Sci., 2023)

Deep representation learning identifies associations between physical activity and sleep patterns during pregnancy and prematurity. - Neal G. Ravindra; Camilo Espinosa; Eloïse Berson; Thanaphong Phongpreecha; Peinan Zhao; Martin Becker 003; Alan L. Chang; Sayane Shome; Ivana Maric; Davide De Francesco; Samson Mataraso; Geetha Saarunya; et al. (npj Digit. Medicine, 2023)

CompTrails: comparing hypotheses across behavioral networks. - Tobias Koopmann; Martin Becker 003; Florian Lemmerich; Andreas Hotho (Data Min. Knowl. Discov., 2024)