Publications

Christian Kohlschütter, Peter Fankhauser, und Wolfgang Nejdl. Boilerplate Detection using Shallow Text Features. Proc. of 3rd ACM International Conference on Web Search and Data Mining New York City, NY USA (WSDM 2010)., 2010. [PUMA: features kallimachos text toread]

Arnab Sinha, Zhihong Shen, Yang Song, Hao Ma, Darrin Eide, Bo-June Paul Hsu, und Kuansan Wang. An Overview of Microsoft Academic Service (MAS) and Applications.. In Aldo Gangemi, Stefano Leonardi, und Alessandro Panconesi (Hrsg.), WWW (Companion Volume), 243-246, ACM, 2015. [PUMA: MSAC dataset toread] URL

Alina Sîrbu, Martin Becker, Saverio Caminiti, Bernard De Baets, Bart Elen, Louise Francis, Pietro Gravino, Andreas Hotho, Stefano Ingarra, Vittorio Loreto, Andrea Molino, Juergen Mueller, Jan Peters, Ferdinando Ricchiuti, Fabio Saracino, Vito D. P. Servedio, Gerd Stumme, Jan Theunis, Francesca Tria, und Joris Van den Bossche. Participatory Patterns in an International Air Quality Monitoring Initiative. PLoS ONE, (10)8:e0136763, Public Library of Science, August 2015. [PUMA: air airprobe everyaware game myown pollution quality] URL

Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A. Rusu, Joel Veness, Marc G. Bellemare, Alex Graves, Martin Riedmiller, Andreas K. Fidjeland, Georg Ostrovski, Stig Petersen, Charles Beattie, Amir Sadik, Ioannis Antonoglou, Helen King, Dharshan Kumaran, Daan Wierstra, Shane Legg, und Demis Hassabis. Human-level control through deep reinforcement learning. Nature, (518)7540:529--533, Nature Publishing Group, a division of Macmillan Publishers Limited. All Rights Reserved., Februar 2015. [PUMA: deep learning toread] URL

Tuan Tran, Nam-Khanh Tran, Asmelash Teka Hadgu, und Robert Jäschke. Semantic Annotation for Microblog Topics Using Wikipedia Temporal Information. Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP), Association for Computational Linguistics, September 2015. [PUMA: microblogging toread web]

Peter Kluegl, Martin Toepfer, Florian Lemmerich, Andreas Hotho, und Frank Puppe. Exploiting Structural Consistencies with Stacked Conditional Random Fields. Mathematical Methodologies in Pattern Recognition and Machine Learning Springer Proceedings in Mathematics & Statistics, (30):111-125, 2013. [PUMA: 2013 ie learning myown references]

Martin Becker, Andreas Hotho, Juergen Mueller, Mark Kibanov, Martin Atzmueller, und Gerd Stumme. Subjective vs. Objective Data: Bridging the Gap. 2014. [PUMA: 2015 everyaware myown] URL

Jóakim v. Kistowski, Herbst. Nikolas, Daniel Zoller, Samuel Kounev, und Andreas Hotho. Modeling and Extracting Load Intensity Profiles. Proceedings of the 10th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS), 2015. [PUMA: 2015 extracting intensity load modeling myown profile]

Daniel Zoller, Stephan Doerfel, Robert Jäschke, Gerd Stumme, und Andreas Hotho. On Publication Usage in a Social Bookmarking System. Proceedings of the 2015 ACM Conference on Web Science, 2015. [PUMA: 2015 altmetrics bookmarking impact myown publication social usage]

Philipp Singer, Thomas Niebler, Andreas Hotho, und Markus Strohmaier. Folksonomies. Encyclopedia of Social Network Analysis and Mining, 542--547, Springer, 2014. [PUMA: 2014 characterization folksonomy myown]

Markus Ring, Florian Otto, Martin Becker, Thomas Niebler, Dieter Landes, und Andreas Hotho. ConDist: A Context-Driven Categorical Distance Measure. In ECMLPKDD2015 (Hrsg.), 2015. [PUMA: 2015 categorical data learning measure myown similarity unsupervised]

Alexander Dallmann, Florian Lemmerich, Daniel Zoller, und Andreas Hotho. Media Bias in German Online Newspapers. 26th ACM Conference on Hypertext and Social Media, ACM, Cyprus, Turkey, September 1-4, 2015. [PUMA: 2015 bias german myown newspaper]

Martin Rehák, Michal Pechoucek, Martin Grill, Jan Stiborek, Karel Bartos, und Pavel Celeda. Adaptive Multiagent System for Network Traffic Monitoring.. IEEE Intelligent Systems, (24)3:16-25, 2009. [PUMA: analysis network traffic wisent] URL

Torsten Zesch, und Iryna Gurevych. Wisdom of crowds versus wisdom of linguists - measuring the semantic relatedness of words.. Natural Language Engineering, (16)1:25-59, 2010. [PUMA: datasets kallimachos measure posts relatedness semantic] URL

Denis Krompass, Maximilian Nickel, und Volker Tresp. Large-scale factorization of type-constrained multi-relational data. International Conference on Data Science and Advanced Analytics, DSAA 2014, Shanghai, China, October 30 - November 1, 2014, 18--24, IEEE, 2014. [PUMA: graph knowledge learning toread] URL

P. Singer, D. Helic, A. Hotho, und M. Strohmaier. Hyptrails: A bayesian approach for comparing hypotheses about human trails. 24th International World Wide Web Conference (WWW2015), ACM, Firenze, Italy, Mai 2015. [PUMA: 2015 bibsonomy compare human hypotheses hyptrails myown trails web] URL

Lan Du, Wray Lindsay Buntine, und Huidong Jin. Sequential Latent Dirichlet Allocation: Discover Underlying Topic Structures within a Document.. In Geoffrey I. Webb, Bing Liu 0001, Chengqi Zhang, Dimitrios Gunopulos, und Xindong Wu (Hrsg.), ICDM, 148-157, IEEE Computer Society, 2010. [PUMA: genre kallimachos plot toread] URL

Omer Levy, und Yoav Goldberg. Linguistic Regularities in Sparse and Explicit Word Representations.. In Roser Morante, und Wen tau Yih (Hrsg.), CoNLL, 171-180, ACL, 2014. [PUMA: kallimachos posts representation similarity toread word] URL

Justin Grimmer, und Brandon M Stewart. Text as data: The promise and pitfalls of automatic content analysis methods for political texts. Political Analysis, mps028, SPM-PMSAPSA, 2013. [PUMA: Analysis media politics toread]

Piotr Mirowski, Marc'Aurelio Ranzato, und Yann LeCun. Dynamic Auto-Encoders for Semantic Indexing. In Proceedings of the NIPS 2010 Workshop on Deep Learning (Hrsg.), 2010. [PUMA: deep kallimachos lda learning model toread] URL