Roland Kays

Orcid: 0000-0002-2947-6665

According to our database1, Roland Kays authored at least 18 papers between 2009 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2021
Seeing biodiversity: perspectives in machine learning for wildlife conservation.
CoRR, 2021

2020
Animal species classification using deep neural networks with noise labels.
Ecol. Informatics, 2020

2019
Semantic region of interest and species classification in the deep neural network feature domain.
Ecol. Informatics, 2019

2018
Object detection from dynamic scene using joint background modeling and fast deep learning classification.
J. Vis. Commun. Image Represent., 2018

2017
Fast human-animal detection from highly cluttered camera-trap images using joint background modeling and deep learning classification.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Object segmentation in the deep neural network feature domain from highly cluttered natural scenes.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2014
Deep convolutional neural network based species recognition for wild animal monitoring.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Attraction and Avoidance Detection from Movements.
Proc. VLDB Endow., 2013

Automated identification of animal species in camera trap images.
EURASIP J. Image Video Process., 2013

2012
Mining periodic behaviors of object movements for animal and biological sustainability studies.
Data Min. Knowl. Discov., 2012

2011
MoveMine: Mining moving object data for discovery of animal movement patterns.
ACM Trans. Intell. Syst. Technol., 2011

The Movebank data model for animal tracking.
Environ. Model. Softw., 2011

Tracking Animal Location and Activity with an Automated Radio Telemetry System in a Tropical Rainforest.
Comput. J., 2011

2010
Swarm: Mining Relaxed Temporal Moving Object Clusters.
Proc. VLDB Endow., 2010

Monitoring wild animal communities with arrays of motion sensitive camera traps
CoRR, 2010

MoveMine: mining moving object databases.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Mining periodic behaviors for moving objects.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

2009
Camera traps as sensor networks for monitoring animal communities.
Proceedings of the 34th Annual IEEE Conference on Local Computer Networks, 2009


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