Andreas Hotho
Artificial Intelligence · 2002–2019
A researcher in the Science corpus: 10 papers; trusts 43 researchers and is trusted by 14 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 56 citations into it; #10,625 of 35,345 by trust here, #9,170 by citations
- Computer Networks and Communications — 31 citations into it
- Information Systems — 26 citations into it; #2,378 of 8,771 by trust here, #1,867 by citations
- Natural Language Processing — 23 citations into it
- Statistical and Nonlinear Physics — 18 citations into it; #4,616 of 10,127 by trust here, #3,979 by citations
- Signal Processing — 15 citations into it
- Information Retrieval & Search — 14 citations into it
- Communication — 7 citations into it
Whom Andreas Hotho trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Andrew McCallum
- George A. Miller
- Eric R. Ziegel
- J. Ross Quinlan
- Nick Littlestone
- Stephen E. Robertson
- Teuvo Kohonen
- Michael S. Steinbach
- Robert E. Schapire
- Fei Sha
Who trusts Andreas Hotho overall
- Steffen Rendle
- Sophie Ahrens
- David F. Gleich
- David Martens
- Lars Schmidt-Thieme
- Panagiotis Symeonidis
- Xiaohua Hu
- Alexandros Nanopoulos
- Andriy Shepitsen
- Jie Lu
Papers from Andreas Hotho's perspective
Ordered by how strongly the researchers Andreas Hotho trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- Gradient-based learning applied to document recognition
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
- ImageNet: A large-scale hierarchical image database
- Going deeper with convolutions
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
Their papers
- Learning Concept Hierarchies from Text Corpora using Formal Concept Analysis (2005) — 645 citations
- A Survey of Network-based Intrusion Detection Data Sets (2019) — 800 citations
- The social distributional hypothesis: a pragmatic proxy for homophily in online social networks (2014) — 62 citations
- Evaluating similarity measures for emergent semantics of social tagging (2009) — 337 citations
- Tag Recommendations in Folksonomies (2007) — 609 citations
- Information Retrieval in Folksonomies: Search and Ranking (2006) — 1,063 citations
- A Brief Survey of Text Mining (2005) — 1,025 citations
- Ontologies improve text document clustering (2003) — 374 citations
- WordNet improves text document clustering (2003) — 360 citations
- KAON - Towards a Large Scale Semantic Web (2002) — 298 citations