Stefan Krämer - Publications, H-index & Citations

Stefan Krämer

johannes gutenberg university mainz

28H指数

173论文数

2.6K被引数

收录论文 19

发表时间

Adaptive differentiable trees for transparent learning on data streams 自适应可微分树用于数据流上的透明学习

Machine Learning

IF2.9

2025-10-19

OAAI

Kirsten Köbschall; Lisa Hartung; Stefan Kramer

Neural RELAGGS

MACHINE LEARNING

IF2.9

2025-03-20

OAAI

Pensel, Lukas; Kramer, Stefan

Pairwise learning to rank by neural networks revisited: reconstruction, theoretical analysis and practical performance 基于神经网络的成对学习排序再探：重构、理论分析与实际性能

MACHINE LEARNING

IF2.9

2025-03-04

OAAI

Koeppel, Marius; Segner, Alexander; Wagener, Martin; Pensel, Lukas; Karwath, Andreas; Kramer, Stefan

Discriminative machine learning for maximal representative subsampling

SCIENTIFIC REPORTS

IF3.9

2023-11-27

OAAI

Hauptmann, Tony; Fellenz, Sophie; Nathan, Laksan; Tuescher, Oliver; Kramer, Stefan

Learning to rank Higgs boson candidates

SCIENTIFIC REPORTS

IF3.9

2022-07-30

OAAI

Koeppel, Marius; Segner, Alexander; Wagener, Martin; Pensel, Lukas; Karwath, Andreas; Schmitt, Christian; Kramer, Stefan

Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation

FRONTIERS IN ARTIFICIAL INTELLIGENCE

IF4.7

2021-07-21

OAAI

Burkhardt, Sophie; Brugger, Jannis; Wagner, Nicolas; Ahmadi, Zahra; Kersting, Kristian; Kramer, Stefan

Identifying volatile organic compounds used for olfactory navigation by homing pigeons

SCIENTIFIC REPORTS

IF3.9

2020-09-28

OAAI

Zannoni, Nora; Wikelski, Martin; Gagliardo, Anna; Raza, Atif; Kramer, Stefan; Seghetti, Chiara; Wang, Nijing; Edtbauer, Achim; Williams, Jonathan

A label compression method for online multi-label classification 一种在线多标签分类的标签压缩方法

PATTERN RECOGNITION LETTERS

IF3.3

2018-08-01

PREAI

Ahmadi, Zahra; Kramer, Stefan

Exploring Multiobjective Optimization for Multiview Clustering

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2018-05-23

PREAI

Saha, Sriparna; Mitra, Sayantan; Kramer, Stefan

Online multi-label dependency topic models for text classification

MACHINE LEARNING

IF2.9

2017-12-15

OAAI

Burkhardt, Sophie; Kramer, Stefan

Filtered circular fingerprints improve either prediction or runtime performance while retaining interpretability

JOURNAL OF CHEMINFORMATICS

IF5.7

2016-10-31

OAAI

Gutlein, Martin; Kramer, Stefan

Scalable Clustering by Iterative Partitioning and Point Attractor Representation

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2016-07-20

PREAI

Shao, Junming; Yang, Qinli; Dang, Hoang-Vu; Schmidt, Bertil; Kramer, Stefan

Cinema audiences reproducibly vary the chemical composition of air during films, by broadcasting scene specific emissions on breath

SCIENTIFIC REPORTS

IF3.9

2016-05-10

OAAI

Williams, Jonathan; Stoenner, Christof; Wicker, Joerg; Krauter, Nicolas; Derstroff, Bettina; Bourtsoukidis, Efstratios; Kluepfel, Thomas; Kramer, Stefan

enviPath - The environmental contaminant biotransformation pathway resource

NUCLEIC ACIDS RESEARCH

IF13.1

2015-11-17

125

OAAI

Wickert, Joerg; Lorsbach, Tim; Guetlein, Martin; Schmid, Emanuel; Latino, Diogo; Kramer, Stefan; Fenner, Kathrin

CheS-Mapper 2.0 for visual validation of (Q)SAR models

JOURNAL OF CHEMINFORMATICS

IF5.7

2014-09-23

OAAI

Guetlein, Martin; Karwath, Andreas; Kramer, Stefan

Pruning Incremental Linear Model Trees with Approximate Lookahead

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2014-08-01

PREAI

Hapfelmeier, Andreas; Pfahringer, Bernhard; Kramer, Stefan

CheS-Mapper - Chemical Space Mapping and Visualization in 3D

JOURNAL OF CHEMINFORMATICS

IF5.7

2012-03-17

OAAI

Guetlein, Martin; Karwath, Andreas; Kramer, Stefan

Margin-based first-order rule learning

MACHINE LEARNING

IF2.9

2007-11-10

OAAI

Rueckert, Ulrich; Kramer, Stefan

Inductive logic programming for gene regulation prediction

MACHINE LEARNING

IF2.9

2007-11-09

OAAI

Froehler, Sebastian; Kramer, Stefan

研究方向