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ORCIDRoland Kays
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2020 – today
- 2021
[i2]Devis Tuia, Benjamin Kellenberger, Sara Beery, Blair R. Costelloe, Silvia Zuffi, Benjamin Risse, Alexander Mathis, Mackenzie W. Mathis, Frank van Langevelde, Tilo Burghardt, Roland Kays, Holger Klinck, Martin Wikelski, Iain D. Couzin, Grant Van Horn, Margaret C. Crofoot, Charles V. Stewart, Tanya Y. Berger-Wolf:
Seeing biodiversity: perspectives in machine learning for wildlife conservation. CoRR abs/2110.12951 (2021)- 2020
- [j10]Ahmed Ahmed, Hayder Yousif
, Roland Kays, Zhihai He:
Animal species classification using deep neural networks with noise labels. Ecol. Informatics 57: 101063 (2020)
2010 – 2019
- 2019
- [j9]Ahmed Ahmed, Hayder Yousif, Roland Kays, Zhihai He:
Semantic region of interest and species classification in the deep neural network feature domain. Ecol. Informatics 52: 57-68 (2019) - 2018
- [j8]Hayder Yousif, Jianhe Yuan, Roland Kays, Zhihai He:
Object detection from dynamic scene using joint background modeling and fast deep learning classification. J. Vis. Commun. Image Represent. 55: 802-815 (2018) - 2017
- [c6]Hayder Yousif, Zhihai He, Roland Kays:
Object segmentation in the deep neural network feature domain from highly cluttered natural scenes. ICIP 2017: 3095-3099 - [c5]Hayder Yousif, Jianhe Yuan, Roland Kays, Zhihai He:
Fast human-animal detection from highly cluttered camera-trap images using joint background modeling and deep learning classification. ISCAS 2017: 1-4 - 2014
- [c4]Guobin Chen, Tony X. Han, Zhihai He, Roland Kays, Tavis Forrester:
Deep convolutional neural network based species recognition for wild animal monitoring. ICIP 2014: 858-862 - 2013
- [j7]Xiaoyuan Yu, Jiangping Wang, Roland Kays, Patrick A. Jansen, Tianjiang Wang, Thomas S. Huang:
Automated identification of animal species in camera trap images. EURASIP J. Image Video Process. 2013: 52 (2013) - [j6]Zhenhui Li, Bolin Ding, Fei Wu, Tobias Kin Hou Lei, Roland Kays, Margaret Crofoot:
Attraction and Avoidance Detection from Movements. Proc. VLDB Endow. 7(3): 157-168 (2013) - 2012
- [j5]Zhenhui Li, Jiawei Han, Bolin Ding, Roland Kays:
Mining periodic behaviors of object movements for animal and biological sustainability studies. Data Min. Knowl. Discov. 24(2): 355-386 (2012) - 2011
- [j4]Roland Kays, Sameer Tilak, Margaret Crofoot, Tony Fountain, Daniel Obando, Alejandro Ortega, Franz Kuemmeth, Jamie Mandel, George Swenson, Thomas Lambert, Ben Hirsch, Martin Wikelski:
Tracking Animal Location and Activity with an Automated Radio Telemetry System in a Tropical Rainforest. Comput. J. 54(12): 1931-1948 (2011) - [j3]Bart Kranstauber, Alison Cameron, R. Weinzerl, Tony Fountain, Sameer Tilak, Martin Wikelski, Roland Kays:
The Movebank data model for animal tracking. Environ. Model. Softw. 26(6): 834-835 (2011) - [j2]Zhenhui Li, Jiawei Han, Ming Ji, Lu-An Tang, Yintao Yu, Bolin Ding, Jae-Gil Lee, Roland Kays:
MoveMine: Mining moving object data for discovery of animal movement patterns. ACM Trans. Intell. Syst. Technol. 2(4): 37:1-37:32 (2011) - 2010
- [j1]Zhenhui Li, Bolin Ding, Jiawei Han, Roland Kays:
Swarm: Mining Relaxed Temporal Moving Object Clusters. Proc. VLDB Endow. 3(1): 723-734 (2010) - [c3]Zhenhui Li, Bolin Ding, Jiawei Han, Roland Kays, Peter Nye:
Mining periodic behaviors for moving objects. KDD 2010: 1099-1108 - [c2]Zhenhui Li, Ming Ji, Jae-Gil Lee, Lu An Tang, Yintao Yu, Jiawei Han, Roland Kays:
MoveMine: mining moving object databases. SIGMOD Conference 2010: 1203-1206 - [i1]Roland Kays, Sameer Tilak, Bart Kranstauber, Patrick A. Jansen, Chris Carbone, Marcus J. Rowcliffe, Tony Fountain, Jay Eggert, Zhihai He:
Monitoring wild animal communities with arrays of motion sensitive camera traps. CoRR abs/1009.5718 (2010)
2000 – 2009
- 2009
- [c1]Roland Kays, Bart Kranstauber, Patrick A. Jansen, Chris Carbone, Marcus J. Rowcliffe, Tony Fountain, Sameer Tilak:
Camera traps as sensor networks for monitoring animal communities. LCN 2009: 811-818
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