Daniel Kottke

Cited by

	All	Since 2019
Citations	584	460
h-index	14	12
i10-index	16	15

100

201420152016201720182019202020212022202320245 12 19 20 45 51 69 92 91 88 67

Public access

View all

4 articles

1 article

available

not available

Based on funding mandates

Co-authors

Bernhard SickProfessor of Intelligent Embedded Systems, University of KasselVerified email at uni-kassel.de
Georg KremplInformation and Computing Sciences, Utrecht University, The NetherlandsVerified email at uu.nl
Denis HuseljicUniversity of KasselVerified email at uni-kassel.de
Marek HerdeUniversity of KasselVerified email at uni-kassel.de
Myra SpiliopoulouProfessor in Computer Science, Otto-von-Guericke University MagdeburgVerified email at ovgu.de
Adrian CalmaIntelligent Embedded Systems Lab, University of KasselVerified email at uni-kassel.de
Pham Minh TuanUniversität KasselVerified email at uni-kassel.de
Christoph SandrockUniversität KasselVerified email at uni-kassel.de
Michael HankeINM-7, Research Center Jülich and Inst. Sys. Neurosci., Medical Faculty, HHU Düsseldorf, GermanyVerified email at fz-juelich.de
Vincent LemaireOrange LabsVerified email at orange.com
Sven TomfordeUniversität Kiel, Intelligent SystemsVerified email at informatik.uni-kiel.de
Maarten BieshaarRobert Bosch GmbHVerified email at de.bosch.com
Klemens BöhmUniv.-Prof. Dr.-Ing., IPD - Institute of Program Structures and Data OrganizationVerified email at kit.edu
Holger Trittenbachneurocat GmbHVerified email at neurocat.ai
Adrian EnglhardtAI Engineer @ LinkedIn | Previously: Researcher, Karlsruhe Institute of TechnologyVerified email at kit.edu
Ali SunyaevKarlsruhe Institute of Technology (KIT)Verified email at kit.edu
George KachergisResearch Scientist, Arizona State UniversityVerified email at stanford.edu
Christian GruhlUniversity of KasselVerified email at uni-kassel.de
Edwin LughoferJohannes Kepler University LinzVerified email at jku.at
Klaus ToenniesProfessur für Computer Vision, Otto-von-Guericke-Universitaet MagdeburgVerified email at ovgu.de

Daniel Kottke

Researcher, Kassel University

Verified email at uni-kassel.de - Homepage

Active Learning Data Mining Machine Learning Pattern Recognition


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
A studyforrest extension, simultaneous fMRI and eye gaze recordings during prolonged natural stimulation M Hanke, N Adelhöfer, D Kottke, V Iacovella, A Sengupta, FR Kaule, ... Scientific data 3 (1), 1-15, 2016	112	2016
Optimised probabilistic active learning (OPAL) for fast, non-myopic, cost-sensitive active classification G Krempl, D Kottke, V Lemaire Machine Learning 100, 449-476, 2015	55	2015
Challenges of Reliable, Realistic and Comparable Active Learning Evaluation D Kottke, A Calma, D Huseljic, G Krempl, B Sick Proceedings of the Workshop and Tutorial on Interactive Adaptive Learning …, 2017	42	2017
Transfer Learning for Time Series Anomaly Detection. V Vercruyssen, W Meert, J Davis IAL@ PKDD/ECML, 27-36, 2017	41	2017
Multi-Class Probabilistic Active Learning D Kottke, G Krempl, D Lang, J Teschner, M Spiliopoulou Frontiers in Artificial Intelligence and Applications 285, 586-594 (ECAI), 2016	34	2016
Probabilistic active learning in datastreams D Kottke, G Krempl, M Spiliopoulou Advances in Intelligent Data Analysis XIV: 14th International Symposium, IDA …, 2015	30	2015
Learning to Learn: Dynamic Runtime Exploitation of Various Knowledge Sources and Machine Learning Paradigms A Calma, D Kottke, B Sick, S Tomforde 2nd IEEE International Workshops on Foundations and Applications of Self …, 2017	29	2017
Separation of aleatoric and epistemic uncertainty in deterministic deep neural networks D Huseljic, B Sick, M Herde, D Kottke 2020 25th International Conference on Pattern Recognition (ICPR), 9172-9179, 2021	27	2021
Toward optimal probabilistic active learning using a Bayesian approach D Kottke, M Herde, C Sandrock, D Huseljic, G Krempl, B Sick Machine Learning 110 (6), 1199-1231, 2021	24	2021
A comparative study on hyperparameter optimization for recommender systems P Matuszyk, RT Castillo, D Kottke, M Spiliopoulou Workshop on Recommender Systems and Big Data Analytics (RS-BDA'16).-2016.-Р …, 2016	24	2016
Probabilistic active learning: Towards combining versatility, optimality and efficiency G Krempl, D Kottke, M Spiliopoulou Discovery Science: 17th International Conference, DS 2014, Bled, Slovenia …, 2014	21	2014
Stream-based active learning for sliding windows under the influence of verification latency T Pham, D Kottke, G Krempl, B Sick Machine Learning, 1-26, 2022	20	2022
Limitations of assessing active learning performance at runtime D Kottke, J Schellinger, D Huseljic, B Sick arXiv preprint arXiv:1901.10338, 2019	16	2019
Probabilistic Active Learning for Active Class Selection D Kottke, G Krempl, M Stecklina, CS von Rekowski, T Sabsch, TP Minh, ... Future of Interactive Learning Machines Workshop @NIPS 2016, 2016	14*	2016
scikit-activeml: A library and toolbox for active learning algorithms D Kottke, M Herde, TP Minh, A Benz, P Mergard, A Roghman, C Sandrock, ... Preprints, 2021	10	2021
A studyforrest extension, simultaneous fMRI and eye gaze recordings during prolonged natural stimulation. Scientific Data, 3, 160092 M Hanke, N Adelhöfer, D Kottke, V Iacovella, A Sengupta, FR Kaule, ...	10	2016
Active sorting–an efficient training of a sorting robot with active learning techniques M Herde, D Kottke, A Calma, M Bieshaar, S Deist, B Sick 2018 international joint conference on neural networks (IJCNN), 1-8, 2018	9	2018
Multi-annotator probabilistic active learning M Herde, D Kottke, D Huseljic, B Sick 2020 25th International Conference on Pattern Recognition (ICPR), 10281-10288, 2021	8	2021
Active learning with realistic data-a case study A Calma, M Stolz, D Kottke, S Tomforde, B Sick 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018	8	2018
Probabilistic active learning: A short proposition G Krempl, D Kottke, M Spiliopoulou ECAI 2014, 1049-1050, 2014	7	2014

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors