دنبال کردن
Alexander Binder
Alexander Binder
Chair Computer Vision, OvGU, Magdeburg, Germany
ایمیل تأیید شده در ovgu.de
عنوان
نقل شده توسط
نقل شده توسط
سال
On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation‏
S Bach, A Binder, G Montavon, F Klauschen, KR Müller, W Samek‏
PLoS ONE doi: 10.1371/journal.pone.0130140, 2015‏
53792015
Deep one-class classification‏
L Ruff, R Vandermeulen, N Goernitz, L Deecke, SA Siddiqui, A Binder, ...‏
International Conference on Machine Learning, 4393-4402, 2018‏
27092018
Explaining nonlinear classification decisions with deep taylor decomposition‏
G Montavon, S Lapuschkin, A Binder, W Samek, KR Müller‏
Pattern Recognition 65, 211-222, 2017‏
17402017
Evaluating the visualization of what a deep neural network has learned‏
W Samek, A Binder, G Montavon, S Lapuschkin, KR Müller‏
IEEE transactions on neural networks and learning systems, 2017‏
14782017
Unmasking Clever Hans predictors and assessing what machines really learn‏
S Lapuschkin, S Wäldchen, A Binder, G Montavon, W Samek, KR Müller‏
Nature Communications 10 (1), 1096, 2019‏
13182019
Layer-wise relevance propagation: an overview‏
G Montavon, A Binder, S Lapuschkin, W Samek, KR Müller‏
Explainable AI: Interpreting, Explaining and Visualizing Deep Learning, 193-209, 2019‏
9932019
Deep Semi-Supervised Anomaly Detection‏
L Ruff, RA Vandermeulen, N Görnitz, A Binder, E Müller, KR Müller, ...‏
arXiv preprint arXiv:1906.02694, 2019‏
7712019
Layer-wise relevance propagation for neural networks with local renormalization layers‏
A Binder, G Montavon, S Lapuschkin, KR Müller, W Samek‏
International Conference on Artificial Neural Networks, 63-71, 2016‏
5872016
The SHOGUN machine learning toolbox‏
S Sonnenburg, G Rätsch, S Henschel, C Widmer, J Behr, A Zien, F Bona, ...‏
The Journal of Machine Learning Research 11, 1799-1802, 2010‏
3882010
Pruning by explaining: A novel criterion for deep neural network pruning‏
SK Yeom, P Seegerer, S Lapuschkin, A Binder, S Wiedemann, KR Müller, ...‏
Pattern Recognition, 107899, 2021‏
2902021
Analyzing classifiers: fisher vectors and deep neural networks‏
S Lapuschkin, A Binder, G Montavon, KR Muller, W Samek‏
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016‏
2582016
Layer-wise Relevance Propagation for Deep Neural Network Architectures‏
A Binder, S Bach, G Montavon, KR Müller, W Samek‏
Information Science and Applications (ICISA) 2016, 2016‏
2072016
Towards best practice in explaining neural network decisions with LRP‏
M Kohlbrenner, A Bauer, S Nakajima, A Binder, W Samek, S Lapuschkin‏
2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020‏
1982020
Understanding and Comparing Deep Neural Networks for Age and Gender Classification‏
S Lapuschkin, A Binder, KR Müller, W Samek‏
of the IEEE Conference on Computer Vision and Pattern Recognition, 1629-1638, 2017‏
1862017
Scoring of tumor-infiltrating lymphocytes: From visual estimation to machine learning‏
F Klauschen, KR Müller, A Binder, M Bockmayr, M Hägele, P Seegerer, ...‏
Seminars in cancer biology 52, 151-157, 2018‏
1812018
The LRP toolbox for artificial neural networks‏
S Lapuschkin, A Binder, G Montavon, KR Müller, W Samek‏
Journal of Machine Learning Research 17 (114), 1-5, 2016‏
1802016
Resolving challenges in deep learning-based analyses of histopathological images using explanation methods‏
M Hägele, P Seegerer, S Lapuschkin, M Bockmayr, W Samek, ...‏
Scientific Reports 10 (1), 1-12, 2020‏
1792020
Morphological and molecular breast cancer profiling through explainable machine learning‏
A Binder, M Bockmayr, M Hägele, S Wienert, D Heim, K Hellweg, M Ishii, ...‏
Nature Machine Intelligence 3 (4), 355-366, 2021‏
1662021
DeepClue: Visual Interpretation of Text-based Deep Stock Prediction‏
L Shi, Z Teng, L Wang, Y Zhang, A Binder‏
IEEE Transactions on Knowledge and Data Engineering, 2018‏
1212018
Beyond explaining: Opportunities and challenges of XAI-based model improvement‏
L Weber, S Lapuschkin, A Binder, W Samek‏
Information Fusion 92, 154-176, 2023‏
1182023
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20