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Martin Becker 0003

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affiliation: University of Würzburg, Germany

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2020 – today

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2024
[j9]
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  - journals/datamine/KoopmannBLH24
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Tobias Koopmann, Martin Becker, Florian Lemmerich, Andreas Hotho:
CompTrails: comparing hypotheses across behavioral networks. Data Min. Knowl. Discov. 38(3): 1258-1288 (2024)
2023
[j8]
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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): 346-359 (2023)
[j7]
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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)
2022
[j6]
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  - journals/patterns/MaricCMSFHTSWTE22
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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): 100655 (2022)
2021
[c26]
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  - conf/kdd/Stamm0SL21
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Felix I. Stamm, Martin Becker, Markus Strohmaier, Florian Lemmerich:
Redescription Model Mining. KDD 2021: 1521-1529
[i6]
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  - journals/corr/abs-2107-04462
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Felix I. Stamm, Martin Becker, Markus Strohmaier, Florian Lemmerich:
Redescription Model Mining. CoRR abs/2107.04462 (2021)
2020
[j5]
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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): 619-628 (2020)
[j4]
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  - journals/tsas/SteiningerKZLBH20
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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): 19:1-19:24 (2020)
[i5]
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  - journals/corr/abs-2002-07493
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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 abs/2002.07493 (2020)

2010 – 2019

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2018
[b1]
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  - phd/basesearch/Becker18
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Martin Becker:
Understanding Human Navigation using Bayesian Hypothesis Comparison (Verstehen menschlichen Navigationsverhaltens mit hypothesengetriebenen Bayes'schen Methoden). Würzburg University, Germany, 2018
[c25]
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  - conf/dihu/SchochSZG0H18
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Christof Schöch, Daniel Schlör, Albin Zehe, Henning Gebhard, Martin Becker, Andreas Hotho:
Burrows' Zeta: Exploring and Evaluating Variants and Parameters. DH 2018: 274-277
[c24]
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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: 519-521
[c23]
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  - conf/pkdd/Lemmerich018
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Florian Lemmerich, Martin Becker:
pysubgroup: Easy-to-Use Subgroup Discovery in Python. ECML/PKDD (3) 2018: 658-662
[c22]
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  - conf/sac/Kibanov0MAHS18
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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: 857-865
[i4]
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  - journals/corr/abs-1801-01453
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Mark Kibanov, Martin Becker, Juergen Mueller, Martin Atzmueller, Andreas Hotho, Gerd Stumme:
Adaptive kNN using Expected Accuracy for Classification of Geo-Spatial Data. CoRR abs/1801.01453 (2018)
2017
[j3]
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Martin Becker, Florian Lemmerich, Philipp Singer, Markus Strohmaier, Andreas Hotho:
MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data. Data Min. Knowl. Discov. 31(5): 1359-1390 (2017)
[c21]
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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
[c20]
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Albin Zehe, Martin Becker, Fotis Jannidis, Andreas Hotho:
Towards Sentiment Analysis on German Literature. KI 2017: 387-394
[c19]
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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: 354-357
[c18]
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  - conf/semweb/Niebler0PH17
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Thomas Niebler, Martin Becker, Christian Pölitz, Andreas Hotho:
Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning. ISWC (Posters, Demos & Industry Tracks) 2017
[p3]
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Martin Atzmueller, Martin Becker, Juergen Mueller:
Collective Sensing Platforms. Participatory Sensing, Opinions and Collective Awareness 2017: 115-133
[p2]
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Martin Atzmueller, Martin Becker, Andrea Molino, Juergen Mueller, Jan Peters, Alina Sîrbu:
Applications for Environmental Sensing in EveryAware. Participatory Sensing, Opinions and Collective Awareness 2017: 135-155
[p1]
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  - books/sp/17/GravinoS0SL17
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Pietro Gravino, Alina Sîrbu, Martin Becker, Vito D. P. Servedio, Vittorio Loreto:
Experimental Assessment of the Emergence of Awareness and Its Influence on Behavioral Changes: The Everyaware Lesson. Participatory Sensing, Opinions and Collective Awareness 2017: 337-362
[i3]
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Thomas Niebler, Martin Becker, Christian Pölitz, Andreas Hotho:
Learning Semantic Relatedness From Human Feedback Using Metric Learning. CoRR abs/1705.07425 (2017)
2016
[j2]
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  - journals/ki/NieblerS0H16
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Thomas Niebler, Daniel Schlör, Martin Becker, Andreas Hotho:
Extracting Semantics from Unconstrained Navigation on Wikipedia. Künstliche Intell. 30(2): 163-168 (2016)
[c17]
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  - conf/cikm/Niebler0ZDH16
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Thomas Niebler, Martin Becker, Daniel Zoller, Stephan Doerfel, Andreas Hotho:
FolkTrails: Interpreting Navigation Behavior in a Social Tagging System. CIKM 2016: 2311-2316
[c16]
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Florian Lemmerich, Martin Becker, Philipp Singer, Denis Helic, Andreas Hotho, Markus Strohmaier:
Mining Subgroups with Exceptional Transition Behavior. KDD 2016: 965-974
[c15]
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Albin Zehe, Martin Becker, Lena Hettinger, Andreas Hotho, Isabella Reger, Fotis Jannidis:
Prediction of Happy Endings in German Novels. DMNLP@PKDD/ECML 2016: 9-16
[c14]
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  - conf/www/0003MHDLS16
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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: 17-18
[i2]
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Fotis Jannidis, Isabella Reger, Albin Zehe, Martin Becker, Lena Hettinger, Andreas Hotho:
Analyzing Features for the Detection of Happy Endings in German Novels. CoRR abs/1611.09028 (2016)
[i1]
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Martin Becker, Florian Lemmerich, Philipp Singer, Markus Strohmaier, Andreas Hotho:
MixedTrails: Bayesian Hypotheses Comparison on Heterogeneous Sequential Data. CoRR abs/1612.07612 (2016)
2015
[c13]
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  - conf/dexaw/Hettinger0RJH15
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Lena Hettinger, Martin Becker, Isabella Reger, Fotis Jannidis, Andreas Hotho:
Genre Classification on German Novels. DEXA Workshops 2015: 249-253
[c12]
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  - conf/ht/BeckerSLHHS15
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Martin Becker, Philipp Singer, Florian Lemmerich, Andreas Hotho, Denis Helic, Markus Strohmaier:
VizTrails: An Information Visualization Tool for Exploring Geographic Movement Trajectories. HT 2015: 319-320
[c11]
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  - conf/iknow/0003BHMHT15
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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: 10:1-10:8
[c10]
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  - conf/pkdd/RingO0NLH15
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Markus Ring, Florian Otto, Martin Becker, Thomas Niebler, Dieter Landes, Andreas Hotho:
ConDist: A Context-Driven Categorical Distance Measure. ECML/PKDD (1) 2015: 251-266
[c9]
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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: 227-244
2014
[j1]
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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): 53-77 (2014)
2013
[c8]
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Martin Becker, Juergen Mueller, Andreas Hotho, Gerd Stumme:
A generic platform for ubiquitous and subjective data. UbiComp (Adjunct Publication) 2013: 1175-1182
[c7]
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  - conf/lwa/Lemmerich0P13
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Florian Lemmerich, Martin Becker, Frank Puppe:
Difference-based Estimates for Generalization-aware Subgroup Discovery. LWA 2013: 122-123
[c6]
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Juergen Mueller, Stephan Doerfel, Martin Becker, Andreas Hotho, Gerd Stumme:
Tag Recommendations for SensorFolkSonomies. LWA 2013: 128
[c5]
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  - conf/pkdd/AtzmuellerM013
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Martin Atzmueller, Juergen Mueller, Martin Becker:
Exploratory Subgroup Analytics on Ubiquitous Data. MSM/MUSE 2013: 1-20
[c4]
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Florian Lemmerich, Martin Becker, Frank Puppe:
Difference-Based Estimates for Generalization-Aware Subgroup Discovery. ECML/PKDD (3) 2013: 288-303
[c3]
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  - conf/recsys/MullerD0HS13
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Juergen Mueller, Stephan Dörfel, Martin Becker, Andreas Hotho, Gerd Stumme:
Tag Recommendations for SensorFolkSonomies. RSWeb@RecSys 2013
2012
[c2]
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  - conf/greencom/AtzmuellerBDHKMMMSS12
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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: 317-324
[c1]
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Florian Lemmerich, Martin Becker, Martin Atzmueller:
Generic Pattern Trees for Exhaustive Exceptional Model Mining. ECML/PKDD (2) 2012: 277-292

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