Publications

I try to keep this page updated, though my most up-to-date publication list can be found at my Google Scholar profile. If you would like to talk about any of these papers, please feel free to reach out.

* indicates shared first-authorship

Image Cognition Using Contour Curvature Statistics
Andrew Marantan*, Irina Tolkova*, and L Mahadevan.
Published in Proceedings of the Royal Society A (2023).

A Continuous Statistical-Geometric Framework for Normative and Impaired Gaits
Krithika Swaminathan*, Irina Tolkova*, Lauren Baker, Dheepak Arumukhom Revi, Louis Awad, Conor Walsh, and L Mahadevan.
Published in Journal of the Royal Society Interface (2022).

Source Separation with an Acoustic Vector Sensor for Terrestrial Bioacoustics
Irina Tolkova and Holger Klinck.
Published in The Journal of the Acoustical Society of America (2022).

The Ecology and Evolution of Human-Wildlife Cooperation
Dominic Cram, Jessica van der Wal, Natalie Uomini, Mauricio Cantor, Anap Afan, Mairenn C. Attwood, Jenny Amphaeris, Fatima Balasani, Cameron Blair, Judith Bronstein, Iahaia Buanachique, Rion Cuthill, Jewel Das, Fábio Daura-Jorge, Apurba Deb, Tanmay Dixit, Gcina Dlamini, Edmond Dounias, Isa Gedi, Martin Gruber, Lilian Hoffmann, Tobias Holzlehner, Hussein Isack, Eliupendo Laltaika, David Lloyd-Jones, Jess Lund, Alexandre Machado, L Mahadevan, Ignacio Moreno, Chima Nwaogu, Raymond Pierotti, Seliano Rucunua, Wilson dos Santos, Nathalia Serpa, Brian Smith, Hari Sridhar, Irina Tolkova, Tint Tun, João Valle-Pereira, Brian Wood, Richard Wrangham, Claire Spottiswoode.
Published in People and Nature (2022).

Safeguarding Human–Wildlife Cooperation
Jessica van der Wal, Claire Spottiswoode, Natalie Uomini, Mauricio Cantor, Fábio Daura-Jorge, Anap Afan, Mairenn Attwood, Jenny Amphaeris, Fatima Balasani, Colleen Begg, Cameron Blair, Judith Bronstein, Iahaia Buanachique, Rion Cuthill, Jewel Das, Apurba Deb, Tanmay Dixit, Gcina Dlamini, Edmond Dounias, Isa Gedi, Martin Gruber, Lilian Hoffmann, Tobias Holzlehner, Hussein Isack, Eliupendo Laltaika, David Lloyd-Jones, Jess Lund, Alexandre Machado, L Mahadevan, Ignacio Moreno, Chima Nwaogu, Valdomiro Pereira, Raymond Pierotti, Seliano Rucunua, Wilson dos Santos, Nathalia Serpa, Brian Smith, Irina Tolkova, Tint Tun, João Valle-Pereira, Brian Wood, Richard Wrangham, Dominic Cram.
Published in Conservation Letters (2022).

Screening of Parkinson’s Disease Using Geometric Features Extracted from Spiral Drawings
Jay Chandra, Siva Muthupalaniappan, Zisheng Shang, Richard Deng, Raymond Lin, Irina Tolkova, Dignity Butts, Daniel Sul, Sammer Marzouk, Soham Bose, Alexander Chen, Anushka Bhaskar, Sreekar Mantena, Daniel Z Press.
Published in Brain Sciences (2021)

Parsing Birdsong with Deep Audio Embeddings
Irina Tolkova*, Brian Chu*, Marcel Hedman*, Stefan Kahl, Holger Klinck.
Published in IJCAI 2021 Workshop on AI for Social Good (2021).

Feature Representations for Conservation Bioacoustics: Review and Discussion
Irina Tolkova.
Published in IJCAI 2020 Workshop on AI for Social Good (2021).

Spatial, Interannual, and Generational Sources of Trait Variability in a Marine Population
Lorenzo Ciannelli, Irina Tolkova, Robert Lauth, Patricia Puerta, Thomas Helser, Alix Gitelman, and Grant Thompson.
Published in Ecology (2019).

Automatic Classification of Humpback Whale Social Calls
Irina Tolkova, Lisa Bauer, Antonella Wilby, Ryan Kastner, and Kerri Seger.
Published in The Journal of the Acoustical Society of America 141, #5 (2017)

Classification of Animal Movement Behavior Through Residence in Space and Time
Leigh G. Torres, Rachael A. Orben, Irina Tolkova, and David R. Thompson.
Published in PloS one 12, #1 (2017)