Understanding Human Navigation using Bayesian Hypothesis Comparison (Verstehen menschlichen Navigationsverhaltens mit hypothesengetriebenen Bayes'schen Methoden)

[BibT_eX]

[DOI]

Martin Becker

PhD thesis, 2018

Adaptive kNN using expected accuracy for classification of geo-spatial data.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

pysubgroup: Easy-to-Use Subgroup Discovery in Python.

[BibT_eX]

[DOI]

Florian Lemmerich

Martin Becker

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

A White-Box Model for Detecting Author Nationality by Linguistic Differences in Spanish Novels.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual International Conference of the Alliance of Digital Humanities Organizations, 2018

Burrows' Zeta: Exploring and Evaluating Variants and Parameters.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual International Conference of the Alliance of Digital Humanities Organizations, 2018

2017

MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2017

Learning Semantic Relatedness From Human Feedback Using Metric Learning.

[BibT_eX]

[DOI]

CoRR, 2017

Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning.

[BibT_eX]

[DOI]

Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

Comparing Hypotheses About Sequential Data: A Bayesian Approach and Its Applications.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Towards Sentiment Analysis on German Literature.

[BibT_eX]

[DOI]

Proceedings of the KI 2017: Advances in Artificial Intelligence, 2017

Analyzing Features for the Detection of Happy Endings in German Novels.

[BibT_eX]

[DOI]

Proceedings of the 4. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2017

Experimental Assessment of the Emergence of Awareness and Its Influence on Behavioral Changes: The Everyaware Lesson.

[BibT_eX]

[DOI]

Proceedings of the Participatory Sensing, Opinions and Collective Awareness, 2017

Applications for Environmental Sensing in EveryAware.

[BibT_eX]

[DOI]

Proceedings of the Participatory Sensing, Opinions and Collective Awareness, 2017

Collective Sensing Platforms.

[BibT_eX]

[DOI]

Martin Atzmueller

Martin Becker

Juergen Mueller

Proceedings of the Participatory Sensing, Opinions and Collective Awareness, 2017

2016

Extracting Semantics from Unconstrained Navigation on Wikipedia.

[BibT_eX]

[DOI]

Künstliche Intell., 2016

MixedTrails: Bayesian Hypotheses Comparison on Heterogeneous Sequential Data.

[BibT_eX]

[DOI]

CoRR, 2016

SparkTrails: A MapReduce Implementation of HypTrails for Comparing Hypotheses About Human Trails.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

Prediction of Happy Endings in German Novels.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing, 2016

Mining Subgroups with Exceptional Transition Behavior.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

FolkTrails: Interpreting Navigation Behavior in a Social Tagging System.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Photowalking the City: Comparing Hypotheses About Urban Photo Trails on Flickr.

[BibT_eX]

[DOI]

Proceedings of the Social Informatics - 7th International Conference, 2015

ConDist: A Context-Driven Categorical Distance Measure.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

MicroTrails: comparing hypotheses about task selection on a crowdsourcing platform.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business, 2015

VizTrails: An Information Visualization Tool for Exploring Geographic Movement Trajectories.

[BibT_eX]

[DOI]

Proceedings of the 26th ACM Conference on Hypertext & Social Media, 2015

Genre Classification on German Novels.

[BibT_eX]

[DOI]

Proceedings of the 26th International Workshop on Database and Expert Systems Applications, 2015

2014

Ubicon and its applications for ubiquitous social computing.

[BibT_eX]

[DOI]

New Rev. Hypermedia Multim., 2014

2013

Difference-Based Estimates for Generalization-Aware Subgroup Discovery.

[BibT_eX]

[DOI]

Florian Lemmerich

Martin Becker

Frank Puppe

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Exploratory Subgroup Analytics on Ubiquitous Data.

[BibT_eX]

[DOI]

Martin Atzmueller

Juergen Mueller

Martin Becker

Proceedings of the Mining, Modeling, and Recommending 'Things' in Social Media, 2013

Tag Recommendations for SensorFolkSonomies.

[BibT_eX]

Proceedings of the LWA 2013. Lernen, 2013

A generic platform for ubiquitous and subjective data.

[BibT_eX]

[DOI]

Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

2012

Generic Pattern Trees for Exhaustive Exceptional Model Mining.

[BibT_eX]

[DOI]

Florian Lemmerich

Martin Becker

Martin Atzmueller

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Ubicon: Observing Physical and Social Activities.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Green Computing and Communications, 2012

Martin Becker

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