6 Publikationen

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[6]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950092
Beyond Cross-Validation—Accuracy Estimation for Incremental and Active Learning Models
Limberg C, Wersing H, Ritter H (2020)
Machine Learning and Knowledge Extraction 2(3): 327-346.
PUB | DOI
 
[5]
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2950093
Accuracy Estimation for an Incrementally Learning Cooperative Inventory Assistant Robot
Limberg C, Wersing H, Ritter H (2020)
In: Neural Information Processing. 27th International Conference, ICONIP 2020, Bangkok, Thailand, November 23–27, 2020, Proceedings, Part II. Yang H, Pasupa K, Leung AC-S, Kwok JT, Chan JH, King I (Eds); Lecture Notes in Computer Science, 12533. Cham: Springer International Publishing: 738-749.
PUB | DOI
 
[4]
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2950094
Prototype-Based Online Learning on Homogeneously Labeled Streaming Data
Limberg C, Göpfert JP, Wersing H, Ritter H (2020)
In: Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II. Farkaš I, Masulli P, Wermter S (Eds); Lecture Notes in Computer Science, 12397. Cham: Springer International Publishing: 204-213.
PUB | DOI
 
[3]
2019 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2939051 OA
Active Learning for Image Recognition Using a Visualization-Based User Interface
Limberg C, Krieger K, Wersing H, Ritter H (2019)
In: Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning. Tetko IV, Kůrková V, Karpov P, Theis F (Eds); Lecture Notes in Computer Science, 11728. Cham: Springer: 495-506.
PUB | PDF | DOI
 
[2]
2018 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2939050
Improving Active Learning by Avoiding Ambiguous Samples
Limberg C, Wersing H, Ritter H (2018)
In: Artificial Neural Networks and Machine Learning – ICANN 2018. Kůrková V, Manolopoulos Y, Hammer B, Iliadis L, Maglogiannis I (Eds); Lecture Notes in Computer Science, 11139. Cham: Springer: 518-527.
PUB | DOI
 
[1]
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2920497
Efficient Accuracy Estimation for Instance-Based Incremental Active Learning
Limberg C, Wersing H, Ritter H (2018)
In: ESANN 2018. Proceedings., 26. Louvain-la-Neuve: i6doc: 171-176.
PUB
 

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6 Publikationen

Alle markieren

[6]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2950092
Beyond Cross-Validation—Accuracy Estimation for Incremental and Active Learning Models
Limberg C, Wersing H, Ritter H (2020)
Machine Learning and Knowledge Extraction 2(3): 327-346.
PUB | DOI
 
[5]
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2950093
Accuracy Estimation for an Incrementally Learning Cooperative Inventory Assistant Robot
Limberg C, Wersing H, Ritter H (2020)
In: Neural Information Processing. 27th International Conference, ICONIP 2020, Bangkok, Thailand, November 23–27, 2020, Proceedings, Part II. Yang H, Pasupa K, Leung AC-S, Kwok JT, Chan JH, King I (Eds); Lecture Notes in Computer Science, 12533. Cham: Springer International Publishing: 738-749.
PUB | DOI
 
[4]
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2950094
Prototype-Based Online Learning on Homogeneously Labeled Streaming Data
Limberg C, Göpfert JP, Wersing H, Ritter H (2020)
In: Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II. Farkaš I, Masulli P, Wermter S (Eds); Lecture Notes in Computer Science, 12397. Cham: Springer International Publishing: 204-213.
PUB | DOI
 
[3]
2019 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2939051 OA
Active Learning for Image Recognition Using a Visualization-Based User Interface
Limberg C, Krieger K, Wersing H, Ritter H (2019)
In: Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning. Tetko IV, Kůrková V, Karpov P, Theis F (Eds); Lecture Notes in Computer Science, 11728. Cham: Springer: 495-506.
PUB | PDF | DOI
 
[2]
2018 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2939050
Improving Active Learning by Avoiding Ambiguous Samples
Limberg C, Wersing H, Ritter H (2018)
In: Artificial Neural Networks and Machine Learning – ICANN 2018. Kůrková V, Manolopoulos Y, Hammer B, Iliadis L, Maglogiannis I (Eds); Lecture Notes in Computer Science, 11139. Cham: Springer: 518-527.
PUB | DOI
 
[1]
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2920497
Efficient Accuracy Estimation for Instance-Based Incremental Active Learning
Limberg C, Wersing H, Ritter H (2018)
In: ESANN 2018. Proceedings., 26. Louvain-la-Neuve: i6doc: 171-176.
PUB
 

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