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N. Krämer · SciRah

Researcher profile · Semantic Scholar

N. Krämer

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N. Krämer — researcher profile on SciRah

h-index: 26
Works: 65
Citations: 4,205

Most-cited papers

Overview and Recent Advances in Partial Least Squares
R. Rosipal, N. Krämer
2005Subspace, Latent Structure and Feature Selection1,204 citations
Semantic Scholar
Robustly estimating the flow direction of information in complex physical systems.
G. Nolte, A. Ziehe, V. Nikulin, A. Schlögl +3 more
2007Physical Review Letters604 citations Open access
Semantic Scholar
Time Domain Parameters as a feature for EEG-based Brain-Computer Interfaces
C. Vidaurre, N. Krämer, B. Blankertz, A. Schlögl
2009Neural Networks323 citations
Semantic Scholar
Explainable AI in medical imaging: An overview for clinical practitioners - Beyond saliency-based XAI approaches.
Katarzyna Borys, Yasmin Schmitt, Meike Nauta, Christin Seifert +3 more
2023European Journal of Radiology270 citations Open access
Semantic Scholar
Explainable AI in medical imaging: An overview for clinical practitioners - Saliency-based XAI approaches.
Katarzyna Borys, Yasmin Schmitt, Meike Nauta, Christin Seifert +3 more
2023European Journal of Radiology186 citations Open access
Semantic Scholar
The Feature Importance Ranking Measure
A. Zien, N. Krämer, S. Sonnenburg, G. Rätsch
2009ECML/PKDD172 citations Open access
Semantic Scholar
Usefulness of Multiparental Populations of Maize (Zea mays L.) for Genome-Based Prediction
Christina Lehermeier, N. Krämer, E. Bauer, C. Bauland +16 more
2014Genetics130 citations Open access
Semantic Scholar
Sparse Causal Discovery in Multivariate Time Series
Stefan Haufe, Klaus-Robert Müller, Guido Nolte, N. Krämer
2008NIPS Causality: Objectives and Assessment117 citations
Semantic Scholar
Regularized estimation of large-scale gene association networks using graphical Gaussian models
N. Krämer, Juliane Schäfer, A. Boulesteix
2009BMC Bioinformatics114 citations Open access
Semantic Scholar
Partial least squares regression for graph mining
H. Saigo, N. Krämer, K. Tsuda
2008Knowledge Discovery and Data Mining91 citations
Semantic Scholar
Comparison of Granger Causality and Phase Slope Index
G. Nolte, A. Ziehe, N. Krämer, F. Popescu +1 more
2008NIPS Causality: Objectives and Assessment85 citations
Semantic Scholar
Learning stateful models for network honeypots
Tammo Krueger, H. Gascón, N. Krämer, K. Rieck
2012Security and Artificial Intelligence81 citations Open access
Semantic Scholar
Penalized Partial Least Squares with Applications to B-Spline Transformations and Functional Data
N. Krämer, A. Boulesteix, G. Tutz
200680 citations Open access
Semantic Scholar
Biomarkers predict enhanced clinical outcomes with afatinib versus methotrexate in patients with second-line recurrent and/or metastatic head and neck cancer
E. Cohen, L. Licitra, B. Burtness, J. Fayette +18 more
2017Annals of Oncology77 citations Open access
Semantic Scholar
Optimal learning rates for Kernel Conjugate Gradient regression
G. Blanchard, N. Krämer
2010Neural Information Processing Systems75 citations
Semantic Scholar
Addressing the identification problem in age-period-cohort analysis: a tutorial on the use of partial least squares and principal components analysis.
Yu-Kang Tu, N. Krämer, Wen-Chung Lee
2012Epidemiology64 citations Open access
Semantic Scholar
Association of ERBB Mutations With Clinical Outcomes of Afatinib- or Erlotinib-Treated Patients With Lung Squamous Cell Carcinoma: Secondary Analysis of the LUX-Lung 8 Randomized Clinical Trial
G. Goss, E. Felip, M. Cobo, Shun Lu +19 more
2018JAMA Oncology54 citations Open access
Semantic Scholar
Enhancing Genome-Enabled Prediction by Bagging Genomic BLUP
D. Gianola, K. Weigel, N. Krämer, A. Stella +1 more
2014PLoS ONE51 citations Open access
Semantic Scholar
Local models for Ramified unitary groups
N. Krämer
200342 citations
Semantic Scholar
Weierstraß-institut Für Angewandte Analysis Und Stochastik Asap: Automatic Semantics-aware Analysis of Network Payloads
Forschungsverbund Berlin, Tammo Krueger, N. Krämer, K. Rieck
42 citations
Semantic Scholar
Convergence rates of Kernel Conjugate Gradient for random design regression
G. Blanchard, N. Krämer
201641 citations Open access
Semantic Scholar
Evaluation of the VeriStrat® serum protein test in patients with advanced squamous cell carcinoma of the lung treated with second-line afatinib or erlotinib in the phase III LUX-Lung 8 study.
S. Gadgeel, G. Goss, J. Soria, E. Felip +15 more
2017Lung Cancer39 citations Open access
Semantic Scholar
An overview on the shrinkage properties of partial least squares regression
N. Krämer
2007Computational statistics (Zeitschrift)35 citations
Semantic Scholar
Analysis of High Dimensional Data with Partial Least Squares and Boosting
N. Krämer
2007DepositOnce33 citations Open access
Semantic Scholar
Kernelizing PLS, degrees of freedom, and efficient model selection
N. Krämer, Mikio L. Braun
2007International Conference on Machine Learning29 citations
Semantic Scholar
Regularized Estimation of Large Scale Gene Regulatory Networks
N. Krämer
200729 citations
Semantic Scholar
ctDNA Clearance as an Early Indicator of Improved Clinical Outcomes in Advanced NSCLC Treated with TKI: Findings from an Aggregate Analysis of Eight Clinical Trials
H. Andrews, Névine Zariffa, K. Nishimura, Stephanie H Choi +22 more
2025Clinical Cancer Research23 citations
Semantic Scholar
Single-nucleotide variants, tumour mutational burden and microsatellite instability in patients with metastatic colorectal cancer: Next-generation sequencing results of the FIRE-3 trial.
A. Stahler, S. Stintzing, J. V. von Einem, C. Westphalen +16 more
2020European Journal of Cancer23 citations
Semantic Scholar
Kernel Partial Least Squares is Universally Consistent
G. Blanchard, N. Krämer
2009International Conference on Artificial Intelligence and Statistics19 citations
Semantic Scholar
Moving towards next generation carbon markets: observations from Article 6 pilots
S. Greiner, Thiago Chagas, N. Krämer, A. Michaelowa +3 more
201916 citations
Semantic Scholar
Comprehensive analysis of the ErbB receptor family in pediatric nervous system tumors and rhabdomyosarcoma
P. Varlet, E. Bouffet, M. Casanova, F. Giangaspero +18 more
2021Pediatric Blood & Cancer9 citations Open access
Semantic Scholar
Comments on: Augmenting the bootstrap to analyze high dimensional genomic data
A. Boulesteix, Athanassios Kondylis, N. Krämer
20089 citations Open access
Semantic Scholar
Trust in AI Chatbots: The Perceived Expertise of ChatGPT in Subjective and Objective Tasks
A. Scharmann, Annika Ridder, Tristan Kühn, Sophie Weller +1 more
2024HHAI8 citations Open access
Semantic Scholar
From Paris to Katowice: cop-24 Tackles the Paris Rulebook
C. Streck, M. von Unger, N. Krämer
2019Journal for European Environmental & Planning Law8 citations
Semantic Scholar
Penalized Partial Least Squares Based on B-Splines Transformations
N. Krämer, A. Boulesteix, G. Tutz
20066 citations
Semantic Scholar
P3.01-043 Impact of ErbB Mutations on Clinical Outcomes in Afatinib- or Erlotinib-Treated Patients with SCC of the Lung
G. Goss, E. Felip, M. Cobo, Shun Lu +17 more
20174 citations Open access
Semantic Scholar
Lanczos Approximations for the Speedup of Kernel Partial Least Squares Regression
N. Krämer, Masashi Sugiyama, Mikio L. Braun
2009International Conference on Artificial Intelligence and Statistics4 citations
Semantic Scholar
Mitigating Privacy Concerns by Developing Trust-related Software Features for a Hybrid Social Media Application
Angela Borchert, A. Wainakh, N. Krämer, M. Mühlhäuser +1 more
2021International Conference on Evaluation of Novel Approaches to Software Engineering3 citations Open access
Semantic Scholar
Evaluation of VeriStrat, a serum proteomic test, in the randomized, open-label, Phase 3 LUX-Lung 8 trial of afatinib versus erlotinib for the second-line treatment of advanced squamous cell carcinoma of the lung
G. Goss, K. Lee, E. Felip, M. Cobo +14 more
20163 citations Open access
Semantic Scholar
Corrigendum to 'Single-nucleotide variants, tumour mutational burden and microsatellite instability in patients with metastatic colorectal cancer: Next-generation sequencing results of the FIRE-3 trial'. [European Journal of Cancer 137 (2020) 250-259].
A. Stahler, S. Stintzing, J. V. von Einem, Christoph B. Westphalen Benedikt +16 more
2022European Journal of Cancer2 citations Open access
Semantic Scholar
Second-line afatinib vs erlotinib for patients with squamous cell carcinoma (SCC) of the lung (LUX-Lung 8 [LL8]): analysis of tumour and serum biomarkers and long-term responders
S. Gadgeel, J. Soria, E. Felip, M. Cobo +16 more
20172 citations
Semantic Scholar
Evaluation of VeriStrat, a serum proteomic test, in the randomized, open-label, phase 3 LUX-Lung 8 (LL8) trial of afatinib (A) versus erlotinib (E) for the second-line treatment of advanced squamous cell carcinoma (SCC) of the lung.
G. Goss, K. Lee, E. Felip, M. Cobo +15 more
20162 citations
Semantic Scholar
Promoting Article 6 readiness in NDCs and NDC implementation plans
A. Michaelowa, Aglaja Espelage, Lieke t'Gilde, Sandra Dalfiume +6 more
20211 citations
Semantic Scholar
Operationalizing the share of proceeds under Article 6
A. Michaelowa, S. Greiner, Aglaja Espelage, Stephan Hoch +2 more
20191 citations
Semantic Scholar
P3.02b-003 Second-Line Afatinib versus Erlotinib for Patients with Squamous Cell Carcinoma of the Lung (LUX-Lung 8): Analysis of Tumor and Serum Biomarkers: Topic: EGFR Biomarkers
E. Felip, J. Soria, M. Cobo, Shun Lu +18 more
20171 citations Open access
Semantic Scholar
3084 Phase III trial of afatinib vs erlotinib in patients with squamous cell carcinoma (SCC) of the lung (LUX-Lung 8): EGFR molecular aberrations and survival outcomes
G. Goss, E. Felip, M. Cobo, Shao-Yong Lu +8 more
20151 citations
Semantic Scholar
443PPhase III trial of afatinib vs erlotinib in patients (pts) with squamous cell carcinoma (SCC) of the lung (LUX-Lung 8): EGFR molecular aberrations and survival outcomes
K. Park, W. Li, C. Zhou, E. Felip +8 more
20151 citations Open access
Semantic Scholar
Turning precision medicine into reality with statistics and data-driven decision making across pharmaceutical development
G. Desachy, K. Köchert, N. Krämer, René Kubiak
2026Communications Medicine0 citations Open access
Semantic Scholar
Let's Talk AI with Psychology Expert Nicole Krämer
N. Krämer, Barbara Steffen
2026Let's Talk AI0 citations Open access
Semantic Scholar
Transformative Carbon Asset Facility (TCAF)
Jason Smith, Klaus Oppermann, Lieke 't Gilde, N. Krämer +4 more
20210 citations
Semantic Scholar

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