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Martin Becker 0003
Person information
- affiliation: University of Würzburg, Germany
Other persons with the same name
- Martin Becker — disambiguation page
- Martin Becker 0001
— TU Munich, Institute for Real-Time Computer Systems, Germany
- Martin Becker 0002
— Fraunhofer Institute for Experimental Software Engineering, Kaiserslautern, Germany
- Martin Becker 0004 — Heinrich-Heine University of Düsseldorf, Medical Faculty
- Martin Becker 0005
— Leibniz Institute of Photonic Technology, Jena, Germany
- Martin Becker 0006 — TU Braunschweig, Germany
- Martin Becker 0007
— Hochschule Düsseldorf, Germany
- Martin Becker 0008
— Saarland University, Saarbrücken, Germany
- Martin Becker 0009
— Friedrich Schiller University Jena, Otto Schott Institute of Materials Research, Germany
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Books and Theses
- 2018
- [b1]Martin Becker:
Understanding Human Navigation using Bayesian Hypothesis Comparison (Verstehen menschlichen Navigationsverhaltens mit hypothesengetriebenen Bayes'schen Methoden). Würzburg University, Germany, 2018
Journal Articles
- 2024
- [j9]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]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]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]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) - 2020
- [j5]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]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) - 2017
- [j3]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) - 2016
- [j2]Thomas Niebler
, Daniel Schlör, Martin Becker, Andreas Hotho:
Extracting Semantics from Unconstrained Navigation on Wikipedia. Künstliche Intell. 30(2): 163-168 (2016) - 2014
- [j1]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)
Conference and Workshop Papers
- 2021
- [c26]Felix I. Stamm
, Martin Becker, Markus Strohmaier, Florian Lemmerich:
Redescription Model Mining. KDD 2021: 1521-1529 - 2018
- [c25]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]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]Florian Lemmerich, Martin Becker:
pysubgroup: Easy-to-Use Subgroup Discovery in Python. ECML/PKDD (3) 2018: 658-662 - [c22]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 - 2017
- [c21]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]Albin Zehe, Martin Becker, Fotis Jannidis, Andreas Hotho:
Towards Sentiment Analysis on German Literature. KI 2017: 387-394 - [c19]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]Thomas Niebler, Martin Becker, Christian Pölitz, Andreas Hotho:
Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning. ISWC (Posters, Demos & Industry Tracks) 2017 - 2016
- [c17]Thomas Niebler
, Martin Becker, Daniel Zoller, Stephan Doerfel, Andreas Hotho:
FolkTrails: Interpreting Navigation Behavior in a Social Tagging System. CIKM 2016: 2311-2316 - [c16]Florian Lemmerich, Martin Becker, Philipp Singer, Denis Helic
, Andreas Hotho, Markus Strohmaier:
Mining Subgroups with Exceptional Transition Behavior. KDD 2016: 965-974 - [c15]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]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 - 2015
- [c13]Lena Hettinger, Martin Becker, Isabella Reger, Fotis Jannidis, Andreas Hotho:
Genre Classification on German Novels. DEXA Workshops 2015: 249-253 - [c12]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]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]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]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 - 2013
- [c8]Martin Becker, Juergen Mueller, Andreas Hotho, Gerd Stumme:
A generic platform for ubiquitous and subjective data. UbiComp (Adjunct Publication) 2013: 1175-1182 - [c7]Florian Lemmerich, Martin Becker, Frank Puppe:
Difference-based Estimates for Generalization-aware Subgroup Discovery. LWA 2013: 122-123 - [c6]Juergen Mueller, Stephan Doerfel, Martin Becker, Andreas Hotho, Gerd Stumme:
Tag Recommendations for SensorFolkSonomies. LWA 2013: 128 - [c5]Martin Atzmueller, Juergen Mueller, Martin Becker:
Exploratory Subgroup Analytics on Ubiquitous Data. MSM/MUSE 2013: 1-20 - [c4]Florian Lemmerich, Martin Becker, Frank Puppe:
Difference-Based Estimates for Generalization-Aware Subgroup Discovery. ECML/PKDD (3) 2013: 288-303 - [c3]Juergen Mueller, Stephan Dörfel, Martin Becker, Andreas Hotho, Gerd Stumme:
Tag Recommendations for SensorFolkSonomies. RSWeb@RecSys 2013 - 2012
- [c2]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]Florian Lemmerich, Martin Becker, Martin Atzmueller:
Generic Pattern Trees for Exhaustive Exceptional Model Mining. ECML/PKDD (2) 2012: 277-292
Parts in Books or Collections
- 2017
- [p3]Martin Atzmueller, Martin Becker, Juergen Mueller:
Collective Sensing Platforms. Participatory Sensing, Opinions and Collective Awareness 2017: 115-133 - [p2]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]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
Informal and Other Publications
- 2021
- [i6]Felix I. Stamm, Martin Becker, Markus Strohmaier, Florian Lemmerich:
Redescription Model Mining. CoRR abs/2107.04462 (2021) - 2020
- [i5]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) - 2018
- [i4]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
- [i3]Thomas Niebler, Martin Becker, Christian Pölitz, Andreas Hotho:
Learning Semantic Relatedness From Human Feedback Using Metric Learning. CoRR abs/1705.07425 (2017) - 2016
- [i2]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]Martin Becker, Florian Lemmerich, Philipp Singer, Markus Strohmaier, Andreas Hotho:
MixedTrails: Bayesian Hypotheses Comparison on Heterogeneous Sequential Data. CoRR abs/1612.07612 (2016)
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
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