8 Publikationen

Alle markieren

[8]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2917201
Tackling heterogeneous concept drift with the Self-Adjusting Memory (SAM)
Losing V, Hammer B, Wersing H (2018)
KNOWLEDGE AND INFORMATION SYSTEMS 54(1): 171-201.
PUB | DOI | WoS
 
[7]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2914730
Incremental on-line learning: A review and comparison of state of the art algorithms
Losing V, Hammer B, Wersing H (2018)
Neurocomputing 275: 1261-1274.
PUB | PDF | DOI | WoS
 
[6]
2017 | Konferenzbeitrag | PUB-ID: 2914734
Self-Adjusting Memory: How to Deal with Diverse Drift Types
Losing V, Hammer B, Wersing H (2017)
Presented at the International Joint Conference on Artificial Intelligence (IJCAI) 2017, Melbourne.
PUB | PDF | DOI
 
[5]
2017 | Konferenzbeitrag | PUB-ID: 2914732
Personalized Maneuver Prediction at Intersections
Losing V, Hammer B, Wersing H (2017)
Presented at the IEEE Intelligent Transportation Systems Conference 2017, Yokohama.
PUB | PDF
 
[4]
2016 | Konferenzbeitrag | PUB-ID: 2907624
Choosing the Best Algorithm for an Incremental On-line Learning Task
Losing V, Hammer B, Wersing H (2016)
Presented at the European Symposium on Artificial Neural Networks, Brügge.
PUB | PDF
 
[3]
2016 | Konferenzbeitrag | PUB-ID: 2908455
Dedicated Memory Models for Continual Learning in the Presence of Concept Drift
Losing V, Hammer B, Wersing H (2016)
Presented at the Continual Learning Workshop of the Thirtieth Annual Conference on Neural Information Processing Systems (NIPS), Barcelona.
PUB | PDF
 
[2]
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2907622
KNN Classifier with Self Adjusting Memory for Heterogeneous Concept Drift
Losing V, Hammer B, Wersing H (2016)
In: 2016 IEEE 16th International Conference on Data Mining (ICDM). Piscataway, NJ: IEEE: 291-300.
PUB | PDF | DOI
 
[1]
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2776021
Interactive Online Learning for Obstacle Classification on a Mobile Robot
Losing V, Hammer B, Wersing H (2015)
Presented at the International Joint Conference on Neural Networks, Killarney, Ireland.
PUB | PDF | DOI
 

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8 Publikationen

Alle markieren

[8]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2917201
Tackling heterogeneous concept drift with the Self-Adjusting Memory (SAM)
Losing V, Hammer B, Wersing H (2018)
KNOWLEDGE AND INFORMATION SYSTEMS 54(1): 171-201.
PUB | DOI | WoS
 
[7]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2914730
Incremental on-line learning: A review and comparison of state of the art algorithms
Losing V, Hammer B, Wersing H (2018)
Neurocomputing 275: 1261-1274.
PUB | PDF | DOI | WoS
 
[6]
2017 | Konferenzbeitrag | PUB-ID: 2914734
Self-Adjusting Memory: How to Deal with Diverse Drift Types
Losing V, Hammer B, Wersing H (2017)
Presented at the International Joint Conference on Artificial Intelligence (IJCAI) 2017, Melbourne.
PUB | PDF | DOI
 
[5]
2017 | Konferenzbeitrag | PUB-ID: 2914732
Personalized Maneuver Prediction at Intersections
Losing V, Hammer B, Wersing H (2017)
Presented at the IEEE Intelligent Transportation Systems Conference 2017, Yokohama.
PUB | PDF
 
[4]
2016 | Konferenzbeitrag | PUB-ID: 2907624
Choosing the Best Algorithm for an Incremental On-line Learning Task
Losing V, Hammer B, Wersing H (2016)
Presented at the European Symposium on Artificial Neural Networks, Brügge.
PUB | PDF
 
[3]
2016 | Konferenzbeitrag | PUB-ID: 2908455
Dedicated Memory Models for Continual Learning in the Presence of Concept Drift
Losing V, Hammer B, Wersing H (2016)
Presented at the Continual Learning Workshop of the Thirtieth Annual Conference on Neural Information Processing Systems (NIPS), Barcelona.
PUB | PDF
 
[2]
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2907622
KNN Classifier with Self Adjusting Memory for Heterogeneous Concept Drift
Losing V, Hammer B, Wersing H (2016)
In: 2016 IEEE 16th International Conference on Data Mining (ICDM). Piscataway, NJ: IEEE: 291-300.
PUB | PDF | DOI
 
[1]
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2776021
Interactive Online Learning for Obstacle Classification on a Mobile Robot
Losing V, Hammer B, Wersing H (2015)
Presented at the International Joint Conference on Neural Networks, Killarney, Ireland.
PUB | PDF | DOI
 

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