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[2020] [2018] [2017] [2016] [2015] [2014] [2013] [2012] [2011]

2020

  • VoPo leverages cellular heterogeneity for predictive modeling of single-cell data. Stanley, Natalie; Stelzer, Ina A.; Tsai, Amy S.; Fallahzadeh, Ramin; Ganio, Edward; Becker, Martin; Phongpreecha, Thanaphong; Nassar, Huda; Ghaemi, Sajjad; Maric, Ivana; Culos, Anthony; Chang, Alan L.; Xenochristou, Maria; Han, Xiaoyuan; Espinosa, Camilo; Rumer, Kristen; Peterson, Laura; Verdonk, Franck; Gaudilliere, Dyani; Tsai, Eileen; Feyaerts, Dorien; Einhaus, Jakob; Ando, Kazuo; Wong, Ronald J.; Obermoser, Gerlinde; Shaw, Gary M.; Stevenson, David K.; Angst, Martin S.; Gaudilliere, Brice; Aghaeepour, Nima (2020). 11(1) 3738--.
    AbstractDOIBibSonomy
  • OpenLUR: Off-the-shelf air pollution modeling with open features and machine learning. Lautenschlager, Florian; Becker, Martin; Kobs, Konstantin; Steininger, Michael; Davidson, Padraig; Krause, Anna; Hotho, Andreas (2020). 233 117535.
    AbstractDOIBibSonomy
  • MapLUR: Exploring a New Paradigm for Estimating Air Pollution Using Deep Learning on Map Images. Steininger, Michael; Kobs, Konstantin; Zehe, Albin; Lautenschlager, Florian; Becker, Martin; Hotho, Andreas (2020). 6(3) 1--24.
    BibSonomy
  • Integration of Mechanistic Immunological Knowledge into a Machine Learning Pipeline Increases Predictive Power. Culos, Anthony; Tsai, Amy S.; Stanley, Natalie; Becker, Martin; Ghaemi, Mohammad S.; Mcilwain, David R.; Fallahzadeh, Ramin; Tanada, Athena; Nassar, Huda; Ganio, Edward; Peterson, Laura; Han, Xiaoyuan; Stelzer, ina; Ando, Kazuo; Gaudilliere, Dyani; Phongpreecha, Thanaphong; Mari'c, Ivana; Chang, Alan L.; Shaw, Gary M.; Stevenson, David K.; Bendall, Sean; Davis, Kara L.; Fantl, Wendy; Nolan, Garry P.; Hastie, Trevor; Tibshirani, Robert; Angst, Martin S.; Gaudilliere, Brice; Aghaeepour, Nima (2020).
    AbstractDOIBibSonomy

2018

  • EveryAware Gears: A Tool to visualize and analyze all types of Citizen Science Data. Lautenschlager, Florian; Becker, Martin; Steininger, Michael; Hotho, Andreas D. Burghardt, Chen, S., Andrienko, G., Andrienko, N., Purves, R., Diehl, A. (eds.) (2018).
    BibSonomy
  • Adaptive kNN Using Expected Accuracy for Classification of Geo-spatial Data. Kibanov, Mark; Becker, Martin; Mueller, Juergen; Atzmueller, Martin; Hotho, Andreas; Stumme, Gerd in SAC '18 (2018). 857--865.
    AbstractDOIBibSonomy
  • Air Trails--Urban Air Quality Campaign Exploration Patterns. Becker, Martin; Lautenschlager, Florian; Hotho, Andreas (2018).
    BibSonomy
  • Healing Time Correlates With the Quality of Scaring: Results From a Prospective Randomized Control Donor Site Trial. Werdin, Frank; Tenenhaus, Mayer; Becker, Martin; Rennekampff, Hans-Oliver (2018). 44(4) 521--527.
    BibSonomy
  • Burrows’ Zeta: Exploring and Evaluating Variants and Parameters. Schöch, Christof; Schlör, Daniel; Zehe, Albin; Gebhard, Henning; Becker, Martin; Hotho, Andreas J. G. Palau, Russell, I. G. (eds.) (2018). 274--277.
    BibSonomy
  • A White-Box Model for Detecting Author Nationality by Linguistic Differences in Spanish Novels. Zehe, Albin; Schlör, Daniel; Henny-Krahmer, Ulrike; Becker, Martin; Hotho, Andreas J. G. Palau, Russell, I. G. (eds.) (2018). 519--521.
    BibSonomy
  • pysubgroup: Easy-to-Use Subgroup Discovery in Python. Lemmerich, Florian; Becker, Martin in Lecture Notes in Computer Science, U. Brefeld, Curry, E., Daly, E., MacNamee, B., Marascu, A., Pinelli, F., Berlingerio, M., Hurley, N. (eds.) (2018). (Vol. 11053) 658-662.
    BibSonomy
  • Understanding Human Navigation using Bayesian Hypothesis Comparison. Technical Report (PhD dissertation), Becker, Martin (2018).
    BibSonomy

2017

  • Experimental Assessment of the Emergence of Awareness and Its Influence on Behavioral Changes: The Everyaware Lesson. Gravino, Pietro; Sirbu, Alina; Becker, Martin; Servedio, Vito DP; Loreto, Vittorio (2017). 337--362.
    DOIBibSonomy
  • Towards Sentiment Analysis on German Literature. Zehe, Albin; Becker, Martin; Jannidis, Fotis; Hotho, Andreas (2017). 387--394.
    BibSonomy
  • Comparing Hypotheses About Sequential Data: A Bayesian Approach and Its Applications. Lemmerich, Florian; Singer, Philipp; Becker, Martin; Espin-Noboa, Lisette; Dimitrov, Dimitar; Helic, Denis; Hotho, Andreas; Strohmaier, Markus (2017). 354--357.
    BibSonomy
  • Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning. Niebler, Thomas; Becker, Martin; Pölitz, Christian; Hotho, Andreas N. Nikitina, Song, D., Fokoue, A., Haase, P. (eds.) (2017).
    BibSonomy
  • Sedentary Behavior among National Elite Rowers during Off-Training—A Pilot Study. Sperlich, Billy; Becker, Martin; Hotho, Andreas; Wallmann-Sperlich, Birgit; Sareban, Mahdi; Winkert, Kay; Steinacker, Jürgen M.; Treff, Gunnar (2017). 8 655.
    AbstractDOIBibSonomy
  • Eleven-Week Preparation Involving Polarized Intensity Distribution Is Not Superior to Pyramidal Distribution in National Elite Rowers. Treff, Gunnar; Winkert, Kay; Sareban, Mahdi; Steinacker, Jürgen M.; Becker, Martin; Sperlich, Billy (2017). 8 515.
    AbstractDOIBibSonomy
  • MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data. Becker, Martin; Lemmerich, Florian; Singer, Philipp; Strohmaier, Markus; Hotho, Andreas (2017). 31(5) 1359--1390.
    AbstractDOIBibSonomy
  • Applications for Environmental Sensing in EveryAware. Atzmueller, Martin; Becker, Martin; Molino, Andrea; Mueller, Juergen; Peters, Jan; Sirbu, Alina V. Loreto, Haklay, M., Hotho, A., Servedio, V. D. P., Stumme, G., Tria, F., Theunis, J. (eds.) (2017). 135--155.
    DOIBibSonomy
  • Collective Sensing Platforms. Atzmueller, Martin; Becker, Martin; Mueller, Juergen V. Loreto, Haklay, M., Hotho, A., Servedio, V. D. P., Stumme, G., Tria, F., Theunis, J. (eds.) (2017). 115--133.
    DOIBibSonomy

2016

  • Extracting Semantics from unconstrained navigation on wikipedia. Niebler, Thomas; Schlör, Daniel; Becker, Martin; Hotho, Andreas (2016). 30(2) 163--168.
    DOIBibSonomy
  • FolkTrails: Interpreting navigation behavior in a social tagging system. Niebler, Thomas; Becker, Martin; Zoller, Daniel; Doerfel, Stephan; Hotho, Andreas in CIKM '16 (2016). 2311--2316.
    AbstractDOIBibSonomy
  • Prediction of Happy Endings in German Novels. Zehe, Albin; Becker, Martin; Hettinger, Lena; Hotho, Andreas; Reger, Isabella; Jannidis, Fotis P. Cellier, Charnois, T., Hotho, A., Matwin, S., Moens, M. -F., Toussaint, Y. (eds.) (2016). 9-16.
    AbstractBibSonomy
  • SparkTrails: A MapReduce Implementation of HypTrails for Comparing Hypotheses About Human Trails. Becker, Martin; Mewes, Hauke; Hotho, Andreas; Dimitrov, Dimitar; Lemmerich, Florian; Strohmaier, Markus in WWW '16 Companion (2016). 17--18.
    DOIBibSonomy
  • Mining Subgroups with Exceptional Transition Behavior. Lemmerich, Florian; Becker, Martin; Singer, Philipp; Helic, Denis; Hotho, Andreas; Strohmaier, Markus in KDD '16 (2016). 965--974.
    AbstractDOIBibSonomy

2015

  • Photowalking the City: Comparing Hypotheses About Urban Photo Trails on Flickr. Becker, Martin; Singer, Philipp; Lemmerich, Florian; Hotho, Andreas; Helic, Denis; Strohmaier, Markus T. -Y. Liu, Scollon, C. N., Zhu, W. (eds.) (2015). 227--244.
    DOIBibSonomy
  • VizTrails: An Information Visualization Tool for Exploring Geographic Movement Trajectories. Becker, Martin; Singer, Philipp; Lemmerich, Florian; Hotho, Andreas; Helic, Denis; Strohmaier, Markus in HT '15 (2015). 319--320.
    DOIBibSonomy
  • Exploratory Subgroup Analytics on Ubiquitous Data. Atzmueller, Martin; Mueller, Juergen; Becker, Martin M. Atzmueller, Chin, A., Scholz, C., Trattner, C. (eds.) (2015). 1--20.
    BibSonomy
  • Participatory patterns in an international air quality monitoring initiative. Sirbu, Alina; Becker, Martin; Caminiti, Saverio; De Baets, Bernard; Elen, Bart; Francis, Louise; Gravino, Pietro; Hotho, Andreas; Ingarra, Stefano; Loreto, Vittorio; Molino, Andrea; Mueller, Juergen; Peters, Jan; Ricchiuti, Ferdinando; Saracino, Fabio; Servedio, Vito D. P.; Stumme, Gerd; Theunis, Jan; Tria, Francesca; Van den Bossche, Joris (2015). 10(8) e0136763.
    AbstractBibSonomy
  • ConDist: A Context-Driven Categorical Distance Measure. Ring, Markus; Otto, Florian; Becker, Martin; Niebler, Thomas; Landes, Dieter; Hotho, Andreas A. Appice, Rodrigues, P. P., Costa, V. S., Soares, C., Gama, J., Jorge, A. (eds.) (2015). 251--266.
    AbstractDOIBibSonomy
  • Genre Classification on German Novels. Hettinger, Lena; Becker, Martin; Reger, Isabella; Jannidis, Fotis; Hotho, Andreas (2015). 249--253.
    DOIBibSonomy
  • MicroTrails: Comparing Hypotheses About Task Selection on a Crowdsourcing Platform. Becker, Martin; Borchert, Kathrin; Hirth, Matthias; Mewes, Hauke; Hotho, Andreas; Tran-Gia, Phuoc (2015). 10:1--10:8.
    BibSonomy
  • Exploratory Subgroup Analytics on Ubiquitous Data. Atzmueller, Martin; Mueller, Juergen; Becker, Martin M. Atzmueller, Chin, A., Scholz, C., Trattner, C. (eds.) (2015). 1--20.
    AbstractBibSonomy

2014

  • Subjective vs. Objective Data: Bridging the Gap. Becker, Martin; Hotho, Andreas; Mueller, Juergen; Kibanov, Mark; Atzmueller, Martin; Stumme, Gerd (2014).
    AbstractBibSonomy
  • Ubicon and its applications for ubiquitous social computing. Atzmueller, Martin; Becker, Martin; Kibanov, Mark; Scholz, Christoph; Doerfel, Stephan; Hotho, Andreas; Macek, Bjoern-Elmar; Mitzlaff, Folke; Mueller, Juergen; Stumme, Gerd (2014). 20(1) 53--77.
    AbstractDOIBibSonomy

2013

  • A Generic Platform for Ubiquitous and Subjective Data. Becker, Martin; Mueller, Juergen; Hotho, Andreas; Stumme, Gerd in UbiComp '13 Adjunct (2013). 1175--1182.
    AbstractBibSonomy
  • Awareness and learning in participatory noise sensing. Becker, Martin; Caminiti, Saverio; Fiorella, Donato; Francis, Louise; Gravino, Pietro; Haklay, Mordechai (Muki); Hotho, Andreas; Loreto, Vittorio; Mueller, Juergen; Ricchiuti, Ferdinando; Servedio, Vito D. P.; Sirbu, Alina; Tria, Francesca (2013). 8(12) e81638.
    AbstractDOIBibSonomy
  • Tag Recommendations for SensorFolkSonomies. Mueller, Juergen; Doerfel, Stephan; Becker, Martin; Hotho, Andreas; Stumme, Gerd in CEUR Workshop Proceedings (2013).
    AbstractBibSonomy
  • Difference-Based Estimates for Generalization-Aware Subgroup Discovery. Lemmerich, Florian; Becker, Martin; Puppe, Frank in Lecture Notes in Computer Science, H. Blockeel, Kersting, K., Nijssen, S., Zelezny, F. (eds.) (2013). 288--303.
    DOIBibSonomy

2012

  • Ubicon: Observing Social and Physical Activities. Atzmueller, Martin; Becker, Martin; Doerfel, Stephan; Kibanov, Mark; Hotho, Andreas; Macek, Björn-Elmar; Mitzlaff, Folke; Mueller, Juergen; Scholz, Christoph; Stumme, Gerd (2012). 317--324.
    AbstractDOIBibSonomy
  • Generic Pattern Trees for Exhaustive Exceptional Model Mining. Lemmerich, Florian; Becker, Martin; Atzmueller, Martin P. A. Flach, De Bie, T., Cristianini, N. (eds.) (2012). 277--292.
    AbstractDOIBibSonomy

2011

  • Constraint Based Descriptive Pattern Mining. Technical Report (Master thesis), Becker, Martin PhD thesis, University of Wuerzburg. (2011).
    BibSonomy