![](https://dblp.uni-trier.de/img/logo.ua.320x120.png)
![](https://dblp.uni-trier.de/img/dropdown.dark.16x16.png)
![](https://dblp.uni-trier.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
![search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
default search action
Johannes Brinkrolf
Person information
Refine list
![note](https://dblp.uni-trier.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2023
- [b1]Johannes Brinkrolf:
Learning Vector Quantization for the Real-World: Privacy, Robustness, and Sparsity. Bielefeld University, Germany, 2023 - [j5]Fabian Hinder
, Valerie Vaquet
, Johannes Brinkrolf
, Barbara Hammer
:
Model-based explanations of concept drift. Neurocomputing 555: 126640 (2023) - [c16]Valerie Vaquet, Johannes Brinkrolf, Barbara Hammer:
Robust Feature Selection and Robust Training to Cope with Hyperspectral Sensor Shifts. ESANN 2023 - [c15]Fabian Hinder, Valerie Vaquet
, Johannes Brinkrolf
, Barbara Hammer
:
On the Hardness and Necessity of Supervised Concept Drift Detection. ICPRAM 2023: 164-175 - [c14]Fabian Hinder
, Valerie Vaquet
, Johannes Brinkrolf
, Barbara Hammer
:
On the Change of Decision Boundary and Loss in Learning with Concept Drift. IDA 2023: 182-194 - [i4]Valerie Vaquet, Fabian Hinder, Johannes Brinkrolf, Barbara Hammer:
Combining self-labeling and demand based active learning for non-stationary data streams. CoRR abs/2302.04141 (2023) - [i3]Fabian Hinder, Valerie Vaquet, Johannes Brinkrolf, Barbara Hammer:
Model Based Explanations of Concept Drift. CoRR abs/2303.09331 (2023) - 2022
- [c13]Johannes Brinkrolf, Valerie Vaquet, Fabian Hinder, Patrick Menz, Udo Seiffert, Barbara Hammer:
Federated learning vector quantization for dealing with drift between nodes. ESANN 2022 - [c12]Fabian Hinder, Johannes Brinkrolf, Barbara Hammer:
Feature Selection for Trustworthy Regression Using Higher Moments. ICANN (4) 2022: 76-87 - [c11]Valerie Vaquet, André Artelt
, Johannes Brinkrolf, Barbara Hammer:
Taking Care of Our Drinking Water: Dealing with Sensor Faults in Water Distribution Networks. ICANN (2) 2022: 682-693 - [c10]André Artelt, Johannes Brinkrolf
, Roel Visser, Barbara Hammer
:
Explaining Reject Options of Learning Vector Quantization Classifiers. IJCCI 2022: 249-261 - [c9]Fabian Hinder, Valerie Vaquet
, Johannes Brinkrolf
, André Artelt
, Barbara Hammer
:
Localization of Concept Drift: Identifying the Drifting Datapoints. IJCNN 2022: 1-9 - [i2]André Artelt, Johannes Brinkrolf, Roel Visser, Barbara Hammer:
Explaining Reject Options of Learning Vector Quantization Classifiers. CoRR abs/2202.07244 (2022) - [i1]Fabian Hinder, Valerie Vaquet, Johannes Brinkrolf, Barbara Hammer:
On the Change of Decision Boundaries and Loss in Learning with Concept Drift. CoRR abs/2212.01223 (2022) - 2021
- [c8]Johannes Brinkrolf, Barbara Hammer:
Federated Learning Vector Quantization. ESANN 2021 - [c7]André Artelt
, Valerie Vaquet
, Riza Velioglu
, Fabian Hinder, Johannes Brinkrolf
, Malte Schilling
, Barbara Hammer
:
Evaluating Robustness of Counterfactual Explanations. SSCI 2021: 1-9 - [c6]Fabian Hinder, Johannes Brinkrolf
, Valerie Vaquet
, Barbara Hammer
:
A Shape-Based Method for Concept Drift Detection and Signal Denoising. SSCI 2021: 1-8 - [c5]Fabian Hinder, Valerie Vaquet
, Johannes Brinkrolf
, Barbara Hammer
:
Fast Non-Parametric Conditional Density Estimation using Moment Trees. SSCI 2021: 1-7 - [c4]Valerie Vaquet
, Fabian Hinder, Jonas Vaquet, Johannes Brinkrolf
, Barbara Hammer
:
Online Learning on Non-Stationary Data Streams for Image Recognition using Deep Embeddings. SSCI 2021: 1-7 - 2020
- [j4]Johannes Brinkrolf
, Barbara Hammer
:
Time integration and reject options for probabilistic output of pairwise LVQ. Neural Comput. Appl. 32(24): 18009-18022 (2020) - [c3]Johannes Brinkrolf, Barbara Hammer:
Sparse Metric Learning in Prototype-based Classification. ESANN 2020: 375-380
2010 – 2019
- 2019
- [j3]Johannes Brinkrolf
, Christina Göpfert
, Barbara Hammer
:
Differential privacy for learning vector quantization. Neurocomputing 342: 125-136 (2019) - 2018
- [j2]Johannes Brinkrolf
, Barbara Hammer
:
Interpretable machine learning with reject option. Autom. 66(4): 283-290 (2018) - [c2]Johannes Brinkrolf, Kolja Berger, Barbara Hammer:
Differential private relevance learning. ESANN 2018 - 2017
- [j1]Alexander Schulz
, Johannes Brinkrolf
, Barbara Hammer
:
Efficient kernelisation of discriminative dimensionality reduction. Neurocomputing 268: 34-41 (2017) - [c1]Johannes Brinkrolf
, Barbara Hammer
:
Probabilistic extension and reject options for pairwise LVQ. WSOM 2017: 205-212
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-07-11 20:19 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint