Publications

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

2018

  • Kibanov, M., Becker, M., Mueller, J., Atzmueller, M., Hotho, A., Stumme, G.: Adaptive kNN Using Expected Accuracy for Classification of Geo-spatial Data. Proceedings of the 33rd Annual ACM Symposium on Applied Computing. p. 857--865. ACM, Pau, France (2018).
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  • Werdin, F., Tenenhaus, M., Becker, M., Rennekampff, H.-O.: Healing Time Correlates With the Quality of Scaring: Results From a Prospective Randomized Control Donor Site Trial. Dermatologic Surgery. 44, 521--527 (2018).
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2017

  • Atzmueller, M., Becker, M., Mueller, J.: Collective Sensing Platforms. In: Loreto, V., Haklay, M., Hotho, A., Servedio, V.D.P., Stumme, G., Tria, F., and Theunis, J. (eds.) Participatory Sensing, Opinions and Collective Awareness. p. 115--133. Springer International Publishing, Cham (2017).
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  • Zehe, A., Becker, M., Jannidis, F., Hotho, A.: Towards Sentiment Analysis on German Literature. Joint German/Austrian Conference on Artificial Intelligence (Künstliche Intelligenz). p. 387--394. Springer (2017).
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  • Lemmerich, F., Singer, P., Becker, M., Espin-Noboa, L., Dimitrov, D., Helic, D., Hotho, A., Strohmaier, M.: Comparing Hypotheses About Sequential Data: A Bayesian Approach and Its Applications. Joint European Conference on Machine Learning and Knowledge Discovery in Databases. p. 354--357. Springer (2017).
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  • Niebler, T., Becker, M., Pölitz, C., Hotho, A.: Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning. In: Nikitina, N., Song, D., Fokoue, A., and Haase, P. (eds.) Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017) (2017).
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  • Sperlich, B., Becker, M., Hotho, A., Wallmann-Sperlich, B., Sareban, M., Winkert, K., Steinacker, J.M., Treff, G.: Sedentary Behavior among National Elite Rowers during Off-Training—A Pilot Study. Frontiers in Physiology. 8, 655 (2017).
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  • Treff, G., Winkert, K., Sareban, M., Steinacker, J.M., Becker, M., Sperlich, B.: Eleven-Week Preparation Involving Polarized Intensity Distribution Is Not Superior to Pyramidal Distribution in National Elite Rowers. Frontiers in Physiology. 8, 515 (2017).
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  • Becker, M., Lemmerich, F., Singer, P., Strohmaier, M., Hotho, A.: MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data. Data Mining and Knowledge Discovery. 31, 1359--1390 (2017).
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  • Atzmueller, M., Becker, M., Molino, A., Mueller, J., Peters, J., Sirbu, A.: Applications for Environmental Sensing in EveryAware. In: Loreto, V., Haklay, M., Hotho, A., Servedio, V.D.P., Stumme, G., Tria, F., and Theunis, J. (eds.) Participatory Sensing, Opinions and Collective Awareness. p. 135--155. Springer International Publishing, Cham (2017).
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  • Gravino, P., Sirbu, A., Becker, M., Servedio, V.D.P., Loreto, V.: Experimental Assessment of the Emergence of Awareness and Its Influence on Behavioral Changes: The Everyaware Lesson. Participatory Sensing, Opinions and Collective Awareness. p. 337--362. Springer International Publishing, Cham (2017).
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2016

  • Niebler, T., Schlör, D., Becker, M., Hotho, A.: Extracting Semantics from unconstrained navigation on wikipedia. KI - Künstliche Intelligenz. 30, 163--168 (2016).
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  • Niebler, T., Becker, M., Zoller, D., Doerfel, S., Hotho, A.: FolkTrails: Interpreting navigation behavior in a social tagging system. International on Conference on Information and Knowledge Management. p. 2311--2316. ACM, New York, NY, USA (2016).
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  • Zehe, A., Becker, M., Hettinger, L., Hotho, A., Reger, I., Jannidis, F.: Prediction of Happy Endings in German Novels. In: Cellier, P., Charnois, T., Hotho, A., Matwin, S., Moens, M.-F., and Toussaint, Y. (eds.) Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing 2016. pp. 9-16 (2016).
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  • Lemmerich, F., Becker, M., Singer, P., Helic, D., Hotho, A., Strohmaier, M.: Mining Subgroups with Exceptional Transition Behavior. Proceedings of the 22Nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 965--974. ACM, San Francisco, California, USA (2016).
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  • Becker, M., Mewes, H., Hotho, A., Dimitrov, D., Lemmerich, F., Strohmaier, M.: SparkTrails: A MapReduce Implementation of HypTrails for Comparing Hypotheses About Human Trails. International Conference Companion on World Wide Web. p. 17--18. International World Wide Web Conferences Steering Committee, Republic and Canton of Geneva, Switzerland (2016).
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2015

  • Becker, M., Singer, P., Lemmerich, F., Hotho, A., Helic, D., Strohmaier, M.: Photowalking the City: Comparing Hypotheses About Urban Photo Trails on Flickr. In: Liu, T.-Y., Scollon, C.N., and Zhu, W. (eds.) International Conference on Social Informatics. p. 227--244. Springer International Publishing, Cham (2015).
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  • Becker, M., Singer, P., Lemmerich, F., Hotho, A., Helic, D., Strohmaier, M.: VizTrails: An Information Visualization Tool for Exploring Geographic Movement Trajectories. Conference on Hypertext & Social Media. p. 319--320. ACM, Guzelyurt, Northern Cyprus (2015).
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  • Ring, M., Otto, F., Becker, M., Niebler, T., Landes, D., Hotho, A.: ConDist: A Context-Driven Categorical Distance Measure. In: Appice, A., Rodrigues, P.P., Costa, V.S., Soares, C., Gama, J., and Jorge, A. (eds.) Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD). p. 251--266. Springer International Publishing, Cham (2015).
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  • Sirbu, A., Becker, M., Caminiti, S., De Baets, B., Elen, B., Francis, L., Gravino, P., Hotho, A., Ingarra, S., Loreto, V., Molino, A., Mueller, J., Peters, J., Ricchiuti, F., Saracino, F., Servedio, V.D.P., Stumme, G., Theunis, J., Tria, F., Van den Bossche, J.: Participatory patterns in an international air quality monitoring initiative. PLoS ONE. 10, e0136763 (2015).
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  • Atzmueller, M., Mueller, J., Becker, M.: Exploratory Subgroup Analytics on Ubiquitous Data. In: Atzmueller, M., Chin, A., Scholz, C., and Trattner, C. (eds.) Mining, Modeling and Recommending 'Things' in Social Media. p. 1--20. Springer International Publishing, Cham (2015).
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  • Hettinger, L., Becker, M., Reger, I., Jannidis, F., Hotho, A.: Genre Classification on German Novels. 26th International Workshop on Database and Expert Systems Applications (DEXA). p. 249--253 (2015).
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  • Becker, M., Borchert, K., Hirth, M., Mewes, H., Hotho, A., Tran-Gia, P.: MicroTrails: Comparing Hypotheses About Task Selection on a Crowdsourcing Platform. International Conference on Knowledge Technologies and Data-driven Business. p. 10:1--10:8. ACM, New York, NY, USA (2015).
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  • Atzmueller, M., Mueller, J., Becker, M.: Exploratory Subgroup Analytics on Ubiquitous Data. In: Atzmueller, M., Chin, A., Scholz, C., and Trattner, C. (eds.) Mining, Modeling, and Recommending 'Things' in Social Media. p. 1--20. Springer International Publishing, Cham (2015).
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2014

  • Becker, M., Hotho, A., Mueller, J., Kibanov, M., Atzmueller, M., Stumme, G.: Subjective vs. Objective Data: Bridging the Gap, http://www.gesis.org/en/events/css-wintersymposium/poster-presentation/, (2014).
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  • Atzmueller, M., Becker, M., Kibanov, M., Scholz, C., Doerfel, S., Hotho, A., Macek, B.-E., Mitzlaff, F., Mueller, J., Stumme, G.: Ubicon and its applications for ubiquitous social computing. New Review of Hypermedia and Multimedia. 20, 53--77 (2014).
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2013

  • Becker, M., Mueller, J., Hotho, A., Stumme, G.: A Generic Platform for Ubiquitous and Subjective Data. Conference on Pervasive and Ubiquitous Computing Adjunct Publication. p. 1175--1182. , New York, NY, USA (2013).
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  • Becker, M., Caminiti, S., Fiorella, D., Francis, L., Gravino, P., Haklay, M. (M.), Hotho, A., Loreto, V., Mueller, J., Ricchiuti, F., Servedio, V.D.P., Sirbu, A., Tria, F.: Awareness and learning in participatory noise sensing. PLOS ONE. 8, e81638 (2013).
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  • Mueller, J., Doerfel, S., Becker, M., Hotho, A., Stumme, G.: Tag Recommendations for SensorFolkSonomies. Proceedings of the Fifth ACM RecSys Workshop on Recommender Systems and the Social Web co-located with the 7th ACM Conference on Recommender Systems (RecSys 2013). CEUR-WS (2013).
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  • Lemmerich, F., Becker, M., Puppe, F.: Difference-Based Estimates for Generalization-Aware Subgroup Discovery. In: Blockeel, H., Kersting, K., Nijssen, S., and Zelezny, F. (eds.) Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD). p. 288--303. Springer, Berlin, Heidelberg (2013).
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2012

  • Atzmueller, M., Becker, M., Doerfel, S., Kibanov, M., Hotho, A., Macek, B.-E., Mitzlaff, F., Mueller, J., Scholz, C., Stumme, G.: Ubicon: Observing Social and Physical Activities. International Conference on Green Computing and Communications. p. 317--324. IEEE, Washington, DC, USA (2012).
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  • Lemmerich, F., Becker, M., Atzmueller, M.: Generic Pattern Trees for Exhaustive Exceptional Model Mining. In: Flach, P.A., De Bie, T., and Cristianini, N. (eds.) European Conference on Machine Learning and Knowledge Discovery in Databases. p. 277--292. Springer Berlin Heidelberg, Berlin, Heidelberg (2012).
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2011

  • Becker, M.: Constraint Based Descriptive Pattern Mining, http://www.is.informatik.uni-wuerzburg.de/fileadmin/10030600/staff/becker/20110713_becker_constraint-based-descriptive-pattern-mining_diplomathesis.pdf, (2011).
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