Martin Becker

Orcid: 0000-0003-4296-3481

Affiliations:
  • University of Würzburg, Germany


According to our database1, Martin Becker authored at least 39 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
CompTrails: comparing hypotheses across behavioral networks.
Data Min. Knowl. Discov., May, 2024

2023
Deep representation learning identifies associations between physical activity and sleep patterns during pregnancy and prematurity.
npj Digit. Medicine, 2023

Large-scale correlation network construction for unraveling the coordination of complex biological systems.
Nat. Comput. Sci., 2023

2022
Early prediction and longitudinal modeling of preeclampsia from multiomics.
Patterns, 2022

2021
Redescription Model Mining.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020
MapLUR: Exploring a New Paradigm for Estimating Air Pollution Using Deep Learning on Map Images.
ACM Trans. Spatial Algorithms Syst., 2020

Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions.
Nat. Mach. Intell., 2020

2018
Understanding Human Navigation using Bayesian Hypothesis Comparison (Verstehen menschlichen Navigationsverhaltens mit hypothesengetriebenen Bayes'schen Methoden)
PhD thesis, 2018

Adaptive kNN using expected accuracy for classification of geo-spatial data.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

pysubgroup: Easy-to-Use Subgroup Discovery in Python.
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.
Proceedings of the 13th Annual International Conference of the Alliance of Digital Humanities Organizations, 2018

Burrows' Zeta: Exploring and Evaluating Variants and Parameters.
Proceedings of the 13th Annual International Conference of the Alliance of Digital Humanities Organizations, 2018

2017
MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data.
Data Min. Knowl. Discov., 2017

Learning Semantic Relatedness From Human Feedback Using Metric Learning.
CoRR, 2017

Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning.
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.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Towards Sentiment Analysis on German Literature.
Proceedings of the KI 2017: Advances in Artificial Intelligence, 2017

Analyzing Features for the Detection of Happy Endings in German Novels.
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.
Proceedings of the Participatory Sensing, Opinions and Collective Awareness, 2017

Applications for Environmental Sensing in EveryAware.
Proceedings of the Participatory Sensing, Opinions and Collective Awareness, 2017

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

2016
Extracting Semantics from Unconstrained Navigation on Wikipedia.
Künstliche Intell., 2016

MixedTrails: Bayesian Hypotheses Comparison on Heterogeneous Sequential Data.
CoRR, 2016

SparkTrails: A MapReduce Implementation of HypTrails for Comparing Hypotheses About Human Trails.
Proceedings of the 25th International Conference on World Wide Web, 2016

Prediction of Happy Endings in German Novels.
Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing, 2016

Mining Subgroups with Exceptional Transition Behavior.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

FolkTrails: Interpreting Navigation Behavior in a Social Tagging System.
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.
Proceedings of the Social Informatics - 7th International Conference, 2015

ConDist: A Context-Driven Categorical Distance Measure.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

MicroTrails: comparing hypotheses about task selection on a crowdsourcing platform.
Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business, 2015

VizTrails: An Information Visualization Tool for Exploring Geographic Movement Trajectories.
Proceedings of the 26th ACM Conference on Hypertext & Social Media, 2015

Genre Classification on German Novels.
Proceedings of the 26th International Workshop on Database and Expert Systems Applications, 2015

2014
Ubicon and its applications for ubiquitous social computing.
New Rev. Hypermedia Multim., 2014

2013
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), 2013

Difference-Based Estimates for Generalization-Aware Subgroup Discovery.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Exploratory Subgroup Analytics on Ubiquitous Data.
Proceedings of the Mining, Modeling, and Recommending 'Things' in Social Media, 2013

A generic platform for ubiquitous and subjective data.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

2012
Generic Pattern Trees for Exhaustive Exceptional Model Mining.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Ubicon: Observing Physical and Social Activities.
Proceedings of the 2012 IEEE International Conference on Green Computing and Communications, 2012


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