Seeing It All: Evaluating Supervised Machine Learning Methods for the Classification of Diverse Otariid Behaviours

Using accelerometers to remotely and automatically characterize behavior in small animals

(2016) Talisin T. Hammond et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

Prey capture and processing behaviors vary with prey size and shape in Australian and subantarctic fur seals

(2015) David P. Hocking et al.   MARINE MAMMAL SCIENCE

Aquatic animal telemetry: A panoramic window into the underwater world

(2015) N. E. Hussey et al.   SCIENCE

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Accelerometers Identify New Behaviors and Show Little Difference in the Activity Budgets of Lactating Northern Fur Seals (Callorhinus ursinus) between Breeding Islands and Foraging Habitats in the Eastern Bering Sea

(2015) Brian C. Battaile et al.   PLoS One

The Use of Acceleration to Code for Animal Behaviours; A Case Study in Free-Ranging Eurasian Beavers Castor fiber

(2015) Patricia M. Graf et al.   PLoS One

What a jerk: prey engulfment revealed by high-rate, super-cranial accelerometry on a harbour seal (Phoca vitulina)

(2014) K. S. Ydesen et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

Supervised accelerometry analysis can identify prey capture by penguins at sea

(2014) G. Carroll et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

Proxies of food intake and energy expenditure for estimating the time–energy budgets of lactating northern fur seals Callorhinus ursinus

(2014) John P. Skinner et al.   JOURNAL OF EXPERIMENTAL MARINE BIOLOGY AND ECOLOGY

Detection of generalized tonic-clonic seizures by a wireless wrist accelerometer: A prospective, multicenter study

(2013) Sándor Beniczky et al.   EPILEPSIA

Decision tree classification of behaviors in the nesting process of green turtles (Chelonia mydas) from tri-axial acceleration data

(2013) Hideaki Nishizawa et al.   JOURNAL OF ETHOLOGY

Creating a behavioural classification module for acceleration data: using a captive surrogate for difficult to observe species

(2013) H. A. Campbell et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

Identification of Behaviour in Freely Moving Dogs (Canis familiaris) Using Inertial Sensors

(2013) Linda Gerencsér et al.   PLoS One

Detection of Grooming Behaviours with an Acceleration Data Logger in a Captive Northern Fur Seal (Callorhinus ursinus)

(2013) Takashi Iwata   AQUATIC MAMMALS

Using tri-axial acceleration data to identify behavioral modes of free-ranging animals: general concepts and tools illustrated for griffon vultures

(2012) R. Nathan et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

Tri-Axial Dynamic Acceleration as a Proxy for Animal Energy Expenditure; Should We Be Summing Values or Calculating the Vector?

(2012) Lama Qasem et al.   PLoS One

Comparative axial morphology in pinnipeds and its correlation with aquatic locomotory behaviour

(2011) S. E. Pierce et al.   JOURNAL OF ANATOMY

Assessing the development and application of the accelerometry technique for estimating energy expenditure

(2010) Lewis G. Halsey et al.   COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY A-MOLECULAR & INTEGRATIVE PHYSIOLOGY

The Development of Play in the South American Fur Seal

(2010) Robert Harcourt   ETHOLOGY

Fine-scale feeding behavior of Weddell seals revealed by a mandible accelerometer

(2010) Yasuhiko Naito et al.   Polar Science

Cow behaviour pattern recognition using a three-dimensional accelerometer and support vector machines

(2009) Paula Martiskainen et al.   APPLIED ANIMAL BEHAVIOUR SCIENCE

Assessment of physical activity: a critical appraisal

(2009) Klaas R. Westerterp   EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY

Can Ethograms Be Automatically Generated Using Body Acceleration Data from Free-Ranging Birds?

(2009) Kentaro Q. Sakamoto et al.   PLoS One

Prey capture attempts can be detected in Steller sea lions and other marine predators using accelerometers

(2009) Morgane Viviant et al.   POLAR BIOLOGY

Identifying shark mating behaviour using three-dimensional acceleration loggers

(2009) NM Whitney et al.   Endangered Species Research

Derivation of body motion via appropriate smoothing of acceleration data

(2008) ELC Shepard et al.   Aquatic Biology

The relationship between oxygen consumption and body acceleration in a range of species

(2008) L.G. Halsey et al.   COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY A-MOLECULAR & INTEGRATIVE PHYSIOLOGY

Using acceleration measurements for activity recognition: An effective learning algorithm for constructing neural classifiers

(2008) Jhun-Ying Yang et al.   PATTERN RECOGNITION LETTERS

Accelerometry to Estimate Energy Expenditure during Activity: Best Practice with Data Loggers

(2008) L. G. Halsey et al.   PHYSIOLOGICAL AND BIOCHEMICAL ZOOLOGY

Identification of animal movement patterns using tri-axial accelerometry

(2008) ELC Shepard et al.   Endangered Species Research

Prying into the intimate details of animal lives: use of a daily diary on animals

(2007) RP Wilson et al.   Endangered Species Research