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Adaptive Relevance Matrices in Learning Vector Quantization

Neural computation, 2009-12, Vol.21 (12), p.3532-3561

2009

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Prototype-based models in machine learning

Wiley interdisciplinary reviews. Cognitive science, 2016-03, Vol.7 (2), p.92-111

2016

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A General Framework for Dimensionality-Reducing Data Visualization Mapping

Neural computation, 2012-03, Vol.24 (3), p.771-804

2012

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Unsupervised Cyclic Siamese Networks Automating Cell Imagery Analysis

Algorithms, 2023-04, Vol.16 (4), p.205

2023

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Clozapine rechallenge and initiation despite neutropenia- a practical, step-by-step guide

BMC psychiatry, 2020-06, Vol.20 (1), p.279-9, Article 279

2020

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Decentralized control and local information for robust and adaptive decentralized Deep Reinforcement Learning

Neural networks, 2021-12, Vol.144, p.699-725

2021

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Counteracting Electrode Shifts in Upper-Limb Prosthesis Control via Transfer Learning

IEEE transactions on neural systems and rehabilitation engineering, 2019-05, Vol.27 (5), p.956-962

2019

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Interpretable SAM-kNN Regressor for Incremental Learning on High-Dimensional Data Streams

Applied artificial intelligence, 2023-12, Vol.37 (1)

2023

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Generalized relevance learning vector quantization

Neural networks, 2002-10, Vol.15 (8), p.1059-1068

2002

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Distance Learning in Discriminative Vector Quantization

Neural computation, 2009-10, Vol.21 (10), p.2942-2969

2009

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Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part IV

1st Edition 2021, 2021

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Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part V

1st ed. 2021., 2021

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One or two things we know about concept drift—a survey on monitoring in evolving environments. Part A: detecting concept drift

Frontiers in artificial intelligence, 2024-06, Vol.7, p.1330257

2024

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Let's go to the Alien Zoo: Introducing an experimental framework to study usability of counterfactual explanations for machine learning

Frontiers in computer science (Lausanne), 2023-03, Vol.5

2023

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Efficient Reject Options for Particle Filter Object Tracking in Medical Applications

Sensors (Basel, Switzerland), 2021-03, Vol.21 (6), p.2114

2021

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Deep-Aligned Convolutional Neural Network for Skeleton-Based Action Recognition and Segmentation

Data science and engineering, 2020-06, Vol.5 (2), p.126-139

2020

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Clozapine re-challenge and initiation following neutropenia: a review and case series of 14 patients in a high-secure forensic hospital

Therapeutic advances in psychopharmacology, 2021, Vol.11, p.20451253211015070-20451253211015070

2021

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Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings

2021

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Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings

2021

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Incremental on-line learning: A review and comparison of state of the art algorithms

Neurocomputing (Amsterdam), 2018-01, Vol.275, p.1261-1274

2018

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Batch and median neural gas

Neural networks, 2006-07, Vol.19 (6), p.762-771

2006

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Statistical Mechanics of On-Line Learning Under Concept Drift

Entropy (Basel, Switzerland), 2018-10, Vol.20 (10), p.775

2018

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"Art Is Energy": Barbara Hammer Speaks with Sarah Keller about the State of Experimental Cinema after Maya Deren

The international journal of screendance, 2017-05, Vol.3, p.61-71

Hammer, Barbara

2017

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Neural maps in remote sensing image analysis

Neural networks, 2003-04, Vol.16 (3), p.389-403

2003

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Tornado shelter-seeking behavior and tornado shelter options among mobile home residents in the United States

Natural hazards (Dordrecht), 2009-02, Vol.48 (2), p.191-201

2009

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Adaptive Relevance Matrices in Learning Vector Quantization

Prototype-based models in machine learning

A General Framework for Dimensionality-Reducing Data Visualization Mapping

Unsupervised Cyclic Siamese Networks Automating Cell Imagery Analysis

Clozapine rechallenge and initiation despite neutropenia- a practical, step-by-step guide

Decentralized control and local information for robust and adaptive decentralized Deep Reinforcement Learning

Counteracting Electrode Shifts in Upper-Limb Prosthesis Control via Transfer Learning

Interpretable SAM-kNN Regressor for Incremental Learning on High-Dimensional Data Streams

Generalized relevance learning vector quantization

Distance Learning in Discriminative Vector Quantization

Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part IV

Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part V

One or two things we know about concept drift—a survey on monitoring in evolving environments. Part A: detecting concept drift

Let's go to the Alien Zoo: Introducing an experimental framework to study usability of counterfactual explanations for machine learning

Efficient Reject Options for Particle Filter Object Tracking in Medical Applications

Deep-Aligned Convolutional Neural Network for Skeleton-Based Action Recognition and Segmentation

Clozapine re-challenge and initiation following neutropenia: a review and case series of 14 patients in a high-secure forensic hospital

Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings

Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings

Incremental on-line learning: A review and comparison of state of the art algorithms

Batch and median neural gas

Statistical Mechanics of On-Line Learning Under Concept Drift

"Art Is Energy": Barbara Hammer Speaks with Sarah Keller about the State of Experimental Cinema after Maya Deren

Neural maps in remote sensing image analysis

Tornado shelter-seeking behavior and tornado shelter options among mobile home residents in the United States

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