Philipp Singer

According to our database, Philipp Singer authored at least 54 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

H2O-Danube-1.8B Technical Report.

Philipp Singer, Pascal Pfeiffer, Yauhen Babakhin, Maximilian Jeblick, Nischay Dhankhar, Gábor Fodor, SriSatish Ambati

CoRR, 2024

2023

h2oGPT: Democratizing Large Language Models.

Arno Candel, Jon McKinney, Philipp Singer, Pascal Pfeiffer, Maximilian Jeblick, Prithvi Prabhu, Jeff Gambera, Mark Landry, Shivam Bansal, Ryan Chesler, Chun Ming Lee, Marcos V. Conde, Pasha Stetsenko, Olivier Grellier, SriSatish Ambati

CoRR, 2023

H2O Open Ecosystem for State-of-the-art Large Language Models.

Arno Candel, Jon McKinney, Philipp Singer, Pascal Pfeiffer, Maximilian Jeblick, Chun Ming Lee, Marcos V. Conde

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2021

Recognizing bird species in diverse soundscapes under weak supervision.

Christof Henkel, Pascal Pfeiffer, Philipp Singer

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020

Supporting large-scale image recognition with out-of-domain samples.

Christof Henkel, Philipp Singer

CoRR, 2020

Backtesting the predictability of COVID-19.

Dmitry Gordeev, Philipp Singer, Marios Michailidis, Mathias Müller, SriSatish Ambati

CoRR, 2020

2018

Folksonomies.

Philipp Singer, Thomas Niebler, Andreas Hotho, Markus Strohmaier

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

2017

A Bayesian Method for Comparing Hypotheses About Human Trails.

Philipp Singer, Denis Helic, Andreas Hotho, Markus Strohmaier

ACM Trans. Web, 2017

MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data.

Martin Becker, Florian Lemmerich, Philipp Singer, Markus Strohmaier, Andreas Hotho

Data Min. Knowl. Discov., 2017

Visibility of minorities in social networks.

Fariba Karimi, Mathieu Génois, Claudia Wagner, Philipp Singer, Markus Strohmaier

CoRR, 2017

JANUS: A hypothesis-driven Bayesian approach for understanding edge formation in attributed multigraphs.

Lisette Espin Noboa, Florian Lemmerich, Markus Strohmaier, Philipp Singer

Appl. Netw. Sci., 2017

Sampling from Social Networks with Attributes.

Claudia Wagner, Philipp Singer, Fariba Karimi, Jürgen Pfeffer, Markus Strohmaier

Proceedings of the 26th International Conference on World Wide Web, 2017

Why We Read Wikipedia.

Philipp Singer, Florian Lemmerich, Robert West, Leila Zia, Ellery Wulczyn, Markus Strohmaier, Jure Leskovec

Proceedings of the 26th International Conference on World Wide Web, 2017

What Makes a Link Successful on Wikipedia?

Dimitar Dimitrov, Philipp Singer, Florian Lemmerich, Markus Strohmaier

Proceedings of the 26th International Conference on World Wide Web, 2017

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

Florian Lemmerich, Philipp Singer, Martin Becker, Lisette Espin Noboa, Dimitar Dimitrov, Denis Helic, Andreas Hotho, Markus Strohmaier

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

2016

What Users Actually Do in a Social Tagging System: A Study of User Behavior in BibSonomy.

Stephan Doerfel, Daniel Zoller, Philipp Singer, Thomas Niebler, Andreas Hotho, Markus Strohmaier

ACM Trans. Web, 2016

"Modeling aspects of human trails on the web" by Philipp Singer, with Prateek Jain as coordinator.

Philipp Singer

SIGWEB Newsl., 2016

Evidence of Online Performance Deterioration in User Sessions on Reddit.

Philipp Singer, Emilio Ferrara, Farshad Kooti, Markus Strohmaier, Kristina Lerman

CoRR, 2016

Discovering and Explaining Mobility Patterns in Urban Spaces: A Study of Manhattan Taxi Data.

Lisette Espin Noboa, Florian Lemmerich, Philipp Singer, Markus Strohmaier

CoRR, 2016

MixedTrails: Bayesian Hypotheses Comparison on Heterogeneous Sequential Data.

Martin Becker, Florian Lemmerich, Philipp Singer, Markus Strohmaier, Andreas Hotho

CoRR, 2016

Analyzing Sequential User Behavior on the Web.

Philipp Singer, Florian Lemmerich

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

Discovering and Characterizing Mobility Patterns in Urban Spaces: A Study of Manhattan Taxi Data.

Lisette Espin Noboa, Florian Lemmerich, Philipp Singer, Markus Strohmaier

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

Visual Positions of Links and Clicks on Wikipedia.

Dimitar Dimitrov, Philipp Singer, Florian Lemmerich, Markus Strohmaier

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

Mining Subgroups with Exceptional Transition Behavior.

Florian Lemmerich, Martin Becker, Philipp Singer, Denis Helic, Andreas Hotho, Markus Strohmaier

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

A Hypotheses-driven Bayesian Approach for Understanding Edge Formation in Attributed Multigraphs.

Lisette Espin Noboa, Florian Lemmerich, Markus Strohmaier, Philipp Singer

Proceedings of the Complex Networks & Their Applications V - Proceedings of the 5th International Workshop on Complex Networks and their Applications (COMPLEX NETWORKS 2016), Milan, Italy, November 30, 2016

2015

How to apply Markov chains for modeling sequential edit patterns in collaborative ontology-engineering projects.

Simon Walk, Philipp Singer, Markus Strohmaier, Denis Helic, Natalya Fridman Noy, Mark A. Musen

Int. J. Hum. Comput. Stud., 2015

HypTrails: A Bayesian Approach for Comparing Hypotheses About Human Trails on the Web.

Philipp Singer, Denis Helic, Andreas Hotho, Markus Strohmaier

Proceedings of the 24th International Conference on World Wide Web, 2015

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

Martin Becker, Philipp Singer, Florian Lemmerich, Andreas Hotho, Denis Helic, Markus Strohmaier

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

Understanding How Users Edit Ontologies: Comparing Hypotheses About Four Real-World Projects.

Simon Walk, Philipp Singer, Lisette Espin Noboa, Tania Tudorache, Mark A. Musen, Markus Strohmaier

Proceedings of the Semantic Web - ISWC 2015, 2015

The Role of Structural Information for Designing Navigational User Interfaces.

Dimitar Dimitrov, Philipp Singer, Denis Helic, Markus Strohmaier

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

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

Martin Becker, Philipp Singer, Florian Lemmerich, Andreas Hotho, Denis Helic, Markus Strohmaier

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

2014

Semantic Stability and Implicit Consensus in Social Tagging Streams.

Claudia Wagner, Philipp Singer, Markus Strohmaier, Bernardo A. Huberman

IEEE Trans. Comput. Soc. Syst., 2014

Discovering Beaten Paths in Collaborative Ontology-Engineering Projects using Markov Chains.

Simon Walk, Philipp Singer, Markus Strohmaier, Tania Tudorache, Mark A. Musen, Natalya Fridman Noy

J. Biomed. Informatics, 2014

The nature and evolution of online food preferences.

Claudia Wagner, Philipp Singer, Markus Strohmaier

EPJ Data Sci., 2014

Sequential Usage Patterns in Collaborative Ontology-Engineering Projects.

Simon Walk, Philipp Singer, Markus Strohmaier, Denis Helic, Natasha F. Noy, Mark A. Musen

CoRR, 2014

Memory and Structure in Human Navigation Patterns.

Philipp Singer, Denis Helic, Behnam Taraghi, Markus Strohmaier

CoRR, 2014

HypTrails: A Bayesian Approach for Comparing Hypotheses about Human Trails.

Philipp Singer, Denis Helic, Andreas Hotho, Markus Strohmaier

CoRR, 2014

Of course we share! Testing Assumptions about Social Tagging Systems.

Stephan Doerfel, Daniel Zoller, Philipp Singer, Thomas Niebler, Andreas Hotho, Markus Strohmaier

CoRR, 2014

Semantic stability in social tagging streams.

Claudia Wagner, Philipp Singer, Markus Strohmaier, Bernardo A. Huberman

Proceedings of the 23rd International World Wide Web Conference, 2014

Spatial and temporal patterns of online food preferences.

Claudia Wagner, Philipp Singer, Markus Strohmaier

Proceedings of the 23rd International World Wide Web Conference, 2014

Evolution of reddit: from the front page of the internet to a self-referential community?

Philipp Singer, Fabian Flöck, Clemens Meinhart, Elias Zeitfogel, Markus Strohmaier

Proceedings of the 23rd International World Wide Web Conference, 2014

Understanding, leveraging and improving human navigation on the web.

Philipp Singer

Proceedings of the 23rd International World Wide Web Conference, 2014

How social is social tagging?

Stephan Doerfel, Daniel Zoller, Philipp Singer, Thomas Niebler, Andreas Hotho, Markus Strohmaier

Proceedings of the 23rd International World Wide Web Conference, 2014

Evaluating Assumptions about Social Tagging - A Study of User Behavior in BibSonomy.

Stephan Doerfel, Daniel Zoller, Philipp Singer, Thomas Niebler, Andreas Hotho, Markus Strohmaier

Proceedings of the 16th LWA Workshops: KDML, 2014

Sequential Action Patterns in Collaborative Ontology-Engineering Projects: A Case-Study in the Biomedical Domain.

Simon Walk, Philipp Singer, Markus Strohmaier

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Computing Semantic Relatedness from Human Navigational Paths: A Case Study on Wikipedia.

Philipp Singer, Thomas Niebler, Markus Strohmaier, Andreas Hotho

Int. J. Semantic Web Inf. Syst., 2013

Computing semantic relatedness from human navigational paths on Wikipedia.

Philipp Singer, Thomas Niebler, Markus Strohmaier, Andreas Hotho

Proceedings of the 22nd International World Wide Web Conference, 2013

Meaning as collective use: predicting semantic hashtag categories on twitter.

Lisa Posch, Claudia Wagner, Philipp Singer, Markus Strohmaier

Proceedings of the 22nd International World Wide Web Conference, 2013

The Wisdom of the Audience: An Empirical Study of Social Semantics in Twitter Streams.

Claudia Wagner, Philipp Singer, Lisa Posch, Markus Strohmaier

Proceedings of the Semantic Web: Semantics and Big Data, 10th International Conference, 2013

How Tagging Pragmatics Influence Tag Sense Discovery in Social Annotation Systems.

Thomas Niebler, Philipp Singer, Dominik Benz, Christian Körner, Markus Strohmaier, Andreas Hotho

Proceedings of the Advances in Information Retrieval, 2013

2012

Understanding Co-evolution of Social and Content Networks on Twitter.

Philipp Singer, Claudia Wagner, Markus Strohmaier

Proceedings of the WWW'12 Workshop on 'Making Sense of Microposts', 2012

Exploring the differences and similarities between hierarchical decentralized search and human navigation in information networks.

Christoph Trattner, Denis Helic, Philipp Singer, Markus Strohmaier

Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies, 2012

Learning user characteristics from social tagging behavior.

Karin Schöfegger, Christian Körner, Philipp Singer, Michael Granitzer

Proceedings of the 23rd ACM Conference on Hypertext and Social Media, 2012

2011

Factors Influencing the Co-evolution of Social and Content Networks in Online Social Media.

Philipp Singer, Claudia Wagner, Markus Strohmaier

Proceedings of the Modeling and Mining Ubiquitous Social Media, 2011