Martin Becker

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 27

Top Topics

Sequential Data

Top Venues

Data Min. Knowl. Discov.

Publications

Tobias Koopmann, Martin Becker, Florian Lemmerich, Andreas Hotho
CompTrails: comparing hypotheses across behavioral networks. Data Min. Knowl. Discov. 38 (3) (2024)
Neal G. Ravindra, Camilo Espinosa, Eloïse Berson, Thanaphong Phongpreecha, Peinan Zhao, Martin Becker, Alan L. Chang, Sayane Shome, Ivana Maric, Davide De Francesco, Samson Mataraso, Geetha Saarunya, Melan Thuraiappah, Lei Xue, Brice Gaudilliere, Martin S. Angst, Gary M. Shaw, Erik D. Herzog, David K. Stevenson, Sarah K. England, Nima Aghaeepour
Deep representation learning identifies associations between physical activity and sleep patterns during pregnancy and prematurity. npj Digit. Medicine 6 (2023)
Martin Becker, 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, Qun Liu, Yeasul Kim, Ivana Maric, Samson Mataraso, Seyedeh Neelufar Payrovnaziri, Thanaphong Phongpreecha, Neal G. Ravindra, Natalie Stanley, Sayane Shome, Yuqi Tan, Melan Thuraiappah, Maria Xenochristou, Lei Xue, Gary M. Shaw, David K. Stevenson, Martin S. Angst, Brice Gaudilliere, Nima Aghaeepour
Large-scale correlation network construction for unraveling the coordination of complex biological systems. Nat. Comput. Sci. 3 (4) (2023)
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, Ramin Fallahzadeh, Huda Nassar, Martin Becker, Maria Xenochristou, Camilo Espinosa, Davide De Francesco, Mohammad S. Ghaemi, Elizabeth K. Costello, Anthony Culos, Xuefeng Bruce Ling, Karl G. Sylvester, Gary L. Darmstadt, Virginia D. Winn, Gary M. Shaw, David A. Relman, Stephen R. Quake, Martin S. Angst, Michael P. Snyder, David K. Stevenson, Brice Gaudilliere, Nima Aghaeepour
Early prediction and longitudinal modeling of preeclampsia from multiomics. Patterns 3 (12) (2022)
Felix I. Stamm, Martin Becker, Markus Strohmaier, Florian Lemmerich
Redescription Model Mining. KDD (2021)
Felix I. Stamm, Martin Becker, Markus Strohmaier, Florian Lemmerich
Redescription Model Mining. CoRR (2021)
Michael Steininger, Konstantin Kobs, Albin Zehe, Florian Lautenschlager, Martin Becker, Andreas Hotho
MapLUR: Exploring a New Paradigm for Estimating Air Pollution Using Deep Learning on Map Images. ACM Trans. Spatial Algorithms Syst. 6 (3) (2020)
Anthony Culos, Amy Tsai, Natalie Stanley, Martin Becker, Mohammad Sajjad Ghaemi, David Mcilwain, Ramin Fallahzadeh, Athena Tanada, Huda Nassar, Camilo Espinosa, Maria Xenochristou, Edward Ganio, Laura Peterson, Xiaoyuan Han, Ina A. Stelzer, Kazuo Ando, Dyani Gaudilliere, Thanaphong Phongpreecha, Ivana Maric, Alan L. Chang, Gary M. Shaw, David K. Stevenson, Sean Bendall, Kara L. Davis, Wendy J. Fantl, Garry P. Nolan, Trevor Hastie, Robert Tibshirani, Martin S. Angst, Brice Gaudilliere, Nima Aghaeepour
Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions. Nat. Mach. Intell. 2 (10) (2020)
Michael Steininger, Konstantin Kobs, Albin Zehe, Florian Lautenschlager, Martin Becker, Andreas Hotho
MapLUR: Exploring a new Paradigm for Estimating Air Pollution using Deep Learning on Map Images. CoRR (2020)
Christof Schöch, Daniel Schlör, Albin Zehe, Henning Gebhard, Martin Becker, Andreas Hotho
Burrows' Zeta: Exploring and Evaluating Variants and Parameters. DH (2018)
Mark Kibanov, Martin Becker, Juergen Mueller, Martin Atzmueller, Andreas Hotho, Gerd Stumme
Adaptive kNN using Expected Accuracy for Classification of Geo-Spatial Data. CoRR (2018)
Albin Zehe, Daniel Schlör, Ulrike Henny-Krahmer, Martin Becker, Andreas Hotho
A White-Box Model for Detecting Author Nationality by Linguistic Differences in Spanish Novels. DH (2018)
Mark Kibanov, Martin Becker, Juergen Mueller, Martin Atzmueller, Andreas Hotho, Gerd Stumme
Adaptive kNN using expected accuracy for classification of geo-spatial data. SAC (2018)
Florian Lemmerich, Martin Becker
pysubgroup: Easy-to-Use Subgroup Discovery in Python. ECML/PKDD (3) (2018)
Thomas Niebler, Martin Becker, Christian Pölitz, Andreas Hotho
Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning. ISWC (Posters, Demos & Industry Tracks) (2017)
Martin Becker, Florian Lemmerich, Philipp Singer, Markus Strohmaier, Andreas Hotho
MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data. Data Min. Knowl. Discov. 31 (5) (2017)
Florian Lemmerich, Philipp Singer, Martin Becker, Lisette Espin Noboa, Dimitar Dimitrov, Denis Helic, Andreas Hotho, Markus Strohmaier
Comparing Hypotheses About Sequential Data: A Bayesian Approach and Its Applications. ECML/PKDD (3) (2017)
Thomas Niebler, Martin Becker, Christian Pölitz, Andreas Hotho
Learning Semantic Relatedness From Human Feedback Using Metric Learning. CoRR (2017)
Albin Zehe, Martin Becker, Fotis Jannidis, Andreas Hotho
Towards Sentiment Analysis on German Literature. KI (2017)
Fotis Jannidis, Isabella Reger, Albin Zehe, Martin Becker, Lena Hettinger, Andreas Hotho
Analyzing Features for the Detection of Happy Endings in German Novels. DHd (2017)
Martin Becker, Florian Lemmerich, Philipp Singer, Markus Strohmaier, Andreas Hotho
MixedTrails: Bayesian Hypotheses Comparison on Heterogeneous Sequential Data. CoRR (2016)
Albin Zehe, Martin Becker, Lena Hettinger, Andreas Hotho, Isabella Reger, Fotis Jannidis
Prediction of Happy Endings in German Novels. DMNLP@PKDD/ECML (2016)
Fotis Jannidis, Isabella Reger, Albin Zehe, Martin Becker, Lena Hettinger, Andreas Hotho
Analyzing Features for the Detection of Happy Endings in German Novels. CoRR (2016)
Martin Becker, Hauke Mewes, Andreas Hotho, Dimitar Dimitrov, Florian Lemmerich, Markus Strohmaier
SparkTrails: A MapReduce Implementation of HypTrails for Comparing Hypotheses About Human Trails. WWW (Companion Volume) (2016)
Thomas Niebler, Martin Becker, Daniel Zoller, Stephan Doerfel, Andreas Hotho
FolkTrails: Interpreting Navigation Behavior in a Social Tagging System. CIKM (2016)
Thomas Niebler, Daniel Schlör, Martin Becker, Andreas Hotho
Extracting Semantics from Unconstrained Navigation on Wikipedia. Künstliche Intell. 30 (2) (2016)
Florian Lemmerich, Martin Becker, Philipp Singer, Denis Helic, Andreas Hotho, Markus Strohmaier
Mining Subgroups with Exceptional Transition Behavior. KDD (2016)
Lena Hettinger, Martin Becker, Isabella Reger, Fotis Jannidis, Andreas Hotho
Genre Classification on German Novels. DEXA Workshops (2015)
Martin Becker, Philipp Singer, Florian Lemmerich, Andreas Hotho, Denis Helic, Markus Strohmaier
VizTrails: An Information Visualization Tool for Exploring Geographic Movement Trajectories. HT (2015)
Martin Becker, Philipp Singer, Florian Lemmerich, Andreas Hotho, Denis Helic, Markus Strohmaier
Photowalking the City: Comparing Hypotheses About Urban Photo Trails on Flickr. SocInfo (2015)
Martin Becker, Kathrin Borchert, Matthias Hirth, Hauke Mewes, Andreas Hotho, Phuoc Tran-Gia
MicroTrails: comparing hypotheses about task selection on a crowdsourcing platform. I-KNOW (2015)
Markus Ring, Florian Otto, Martin Becker, Thomas Niebler, Dieter Landes, Andreas Hotho
ConDist: A Context-Driven Categorical Distance Measure. ECML/PKDD (1) (2015)
Martin Atzmueller, Martin Becker, Mark Kibanov, Christoph Scholz, Stephan Doerfel, Andreas Hotho, Bjoern Elmar Macek, Folke Mitzlaff, Juergen Mueller, Gerd Stumme
Ubicon and its applications for ubiquitous social computing. New Rev. Hypermedia Multim. 20 (1) (2014)
Florian Lemmerich, Martin Becker, Frank Puppe
Difference-based Estimates for Generalization-aware Subgroup Discovery. LWA (2013)
Juergen Mueller, Stephan Dörfel, Martin Becker, Andreas Hotho, Gerd Stumme
Tag Recommendations for SensorFolkSonomies. RSWeb@RecSys (2013)
Martin Becker, Juergen Mueller, Andreas Hotho, Gerd Stumme
A generic platform for ubiquitous and subjective data. UbiComp (Adjunct Publication) (2013)
Juergen Mueller, Stephan Doerfel, Martin Becker, Andreas Hotho, Gerd Stumme
Tag Recommendations for SensorFolkSonomies. LWA (2013)
Martin Atzmueller, Juergen Mueller, Martin Becker
Exploratory Subgroup Analytics on Ubiquitous Data. MSM/MUSE (2013)
Florian Lemmerich, Martin Becker, Frank Puppe
Difference-Based Estimates for Generalization-Aware Subgroup Discovery. ECML/PKDD (3) (2013)
Martin Atzmueller, Martin Becker, Stephan Doerfel, Andreas Hotho, Mark Kibanov, Bjoern Elmar Macek, Folke Mitzlaff, Juergen Mueller, Christoph Scholz, Gerd Stumme
Ubicon: Observing Physical and Social Activities. GreenCom (2012)
Florian Lemmerich, Martin Becker, Martin Atzmueller
Generic Pattern Trees for Exhaustive Exceptional Model Mining. ECML/PKDD (2) (2012)