Author

R. A. Ims

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Ecology· 3

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 2 Assay:imaging· 2 Approach:machine learning (classical)· 2 Research Focus:clustering· 1 Research Focus:ecology & biodiversity· 1 Organism:multiple species· 1 Approach:statistical model· 1

Frequent Co-Authors

E. F. Kleiven· 2 shared E. M. Soininen· 2 shared H. Böhner· 2 shared A. Sokolov· 1 shared D. Ehrich· 1 shared D. Liu· 1 shared F. Barraquand· 1 shared G. Celis· 1 shared

Activity by Year

2020-2022 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 26 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersEcology

E. F. Kleiven

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

A versatile semiautomated image analysis workflow for time-lapsed camera trap image classification.

G. Celis, P. S. Ungar, A. Sokolov, N. Sokolova, H. Böhner, D. Liu, J. Ziker, O. Gilg, I. Fufachev, O. Pokrovskay, R. A. Ims, V. Ivanov, D. Ehrich

The paper introduces a semi-automated image analysis workflow for classifying time-lapsed camera trap images, achieving high accuracy and reducing manual inspection needs.

bioRxiv · Dec 28, 2022 · PreprintEcology

A semi-automatic workflow to process camera trap images in R

H. Böhner, E. F. Kleiven, R. A. Ims, E. M. Soininen

The paper introduces a semi-automatic workflow in R for processing camera trap images, improving model performance through retraining and reducing manual labeling time.

bioRxiv · Oct 5, 2022 · PreprintEcology

A dynamic occupancy model for interacting species with two spatial scales

E. F. Kleiven, F. Barraquand, O. Gimenez, J.-A. Henden, R. A. Ims, E. M. Soininen, N. G. Yoccoz

The paper develops a dynamic occupancy model for interacting species with two spatial scales and demonstrates its effectiveness using simulation and camera trapping data.

bioRxiv · Dec 16, 2020Ecology