World's Best Scientists 2026 revealed!

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Computer Science

D-Index
58
Citations
17441
World Ranking
3567
National Ranking
158

Overview

Andreas Hotho is affiliated with the University of Würzburg in Germany. Their research predominantly lies within the field of Computer Science, with a focus on several subfields including Artificial Intelligence, Computer Vision and Pattern Recognition, Computer Networks and Communications, Statistical and Nonlinear Physics, and Information Systems.

Their research topics cover a range of areas such as Topic Modeling, Anomaly Detection Techniques and Applications, Imbalanced Data Classification Techniques, Network Security and Intrusion Detection, Model Reduction and Neural Networks, AI in Service Interactions, and Natural Language Processing Techniques.

Frequent co-authors collaborating with Andreas Hotho include Anna Krause, Daniel Schlör, Konstantin Kobs, Michael Steininger, and Albin Zehe.

Publication venues where their work has appeared multiple times include arXiv (Cornell University), Frontiers in Artificial Intelligence, Proceedings of the International AAAI Conference on Web and Social Media, Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022), and Computers & Security.

Recent papers authored or co-authored by Andreas Hotho include the following:

  • Density-based weighting for imbalanced regression, 2021, Machine Learning
  • Malware detection on windows audit logs using LSTMs, 2021, Computers & Security
  • Feature relevance XAI in anomaly detection: Reviewing approaches and challenges, 2023, Frontiers in Artificial Intelligence
  • CLIP knows image aesthetics, 2022, Frontiers in Artificial Intelligence
  • Effects of AI understanding-training on AI literacy, usage, self-determined interactions, and anthropomorphization with voice assistants, 2024, Computers and Education Open

Andreas Hotho has also contributed to several book publications under Springer Science+Business Media. Notable titles include "Machine Learning and Knowledge Discovery in Databases" (2020), with multiple editions, and "The Semantic Web - ISWC 2021" (2021).

Best Publications

  • A Brief Survey of Text Mining.

    Andreas Hotho;Andreas Nürnberger;Gerhard Paass

  • Information Retrieval in Folksonomies : Search and Ranking

    Andreas Hotho;Robert Jaschke;Christoph Schmitz;Gerd Stumme

  • Ontologies improve text document clustering

    A. Hotho;S. Staab;G. Stumme

  • Learning concept hierarchies from text corpora using formal concept analysis

    Philipp Cimiano;Andreas Hotho;Steffen Staab

  • A Survey of Network-based Intrusion Detection Data Sets

    Markus Ring;Sarah Wunderlich;Deniz Scheuring;Dieter Landes

  • Tag Recommendations in Folksonomies

    Robert Jäschke;Leandro Marinho;Andreas Hotho;Lars Schmidt-Thieme

  • Towards Semantic Web Mining

    Bettina Berendt;Andreas Hotho;Gerd Stumme

  • WordNet improves text document clustering

    Andreas Hotho;Steffen Staab;Gerd Stumme

  • KAON - Towards a Large Scale Semantic Web

    Erol Bozsak;Marc Ehrig;Siegfried Handschuh;Andreas Hotho

  • Evaluating similarity measures for emergent semantics of social tagging

    Benjamin Markines;Ciro Cattuto;Filippo Menczer;Dominik Benz

  • Ontology-based text document clustering

    Andreas Hotho;Alexander Maedche;Steffen Staab

  • Semantic Web Mining

    Gerd Stumme;Andreas Hotho;Bettina Berendt

  • Mining Association Rules in Folksonomies

    Christoph Schmitz;Andreas Hotho;Robert Jäschke;Gerd Stumme

  • Network properties of folksonomies

    Ciro Cattuto_aff n;Christoph Schmitz;Andrea Baldassarri;Vito D. P. Servedio_aff n

  • Semantic Grounding of Tag Relatedness in Social Bookmarking Systems

    Ciro Cattuto;Dominik Benz;Andreas Hotho;Gerd Stumme

  • Semantic community Web portals

    S. Staab;S. Staab;J. Angele;S. Decker;S. Decker;M. Erdmann

  • Boosting for text classification with semantic features

    Stephan Bloehdorn;Andreas Hotho

  • FolkRank: A Ranking Algorithm for Folksonomies

    Andreas Hotho;Robert Jäschke;Christoph Schmitz;Gerd Stumme

  • BibSonomy: a social bookmark and publication sharing system

    Andreas Hotho;Robert Jäschke;Christoph Schmitz;Gerd Stumme

  • Tag recommendations in social bookmarking systems

    Robert Jäschke;Leandro Marinho;Andreas Hotho;Lars Schmidt-Thieme

Frequent Co-Authors

Gerd Stumme
Gerd Stumme University of Kassel
Steffen Staab
Steffen Staab University of Stuttgart
Dunja Mladenic
Dunja Mladenic Jožef Stefan Institute
Alexander Maedche
Alexander Maedche Karlsruhe Institute of Technology
Philipp Cimiano
Philipp Cimiano Bielefeld University
York Sure
York Sure Karlsruhe Institute of Technology
Myra Spiliopoulou
Myra Spiliopoulou Otto-von-Guericke University Magdeburg
Rudi Studer
Rudi Studer Karlsruhe Institute of Technology
Lars Schmidt-Thieme
Lars Schmidt-Thieme University of Hildesheim

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