Analysis of animal accelerometer data using hidden Markov models

The influence of preceding dive cycles on the foraging decisions of Antarctic fur seals

(2015) T. Iwata et al.   Biology Letters

Nonparametric inference in hidden Markov models using P-splines

(2015) Roland Langrock et al.   BIOMETRICS

Objective classification of latent behavioral states in bio-logging data using multivariate-normal hidden Markov models

(2015) Joe Scutt Phillips et al.   ECOLOGICAL APPLICATIONS

Detecting surface-feeding behavior by rorqual whales in accelerometer data

(2015) Kylie Owen et al.   MARINE MAMMAL SCIENCE

Drivers of Daily Routines in an Ectothermic Marine Predator: Hunt Warm, Rest Warmer?

(2015) Yannis P. Papastamatiou 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

Optimal hunting conditions drive circalunar behavior of a diurnal carnivore

(2014) Femke Broekhuis et al.   BEHAVIORAL ECOLOGY

Using mixed hidden Markov models to examine behavioral states in a cooperatively breeding bird

(2014) Ann E. McKellar et al.   BEHAVIORAL ECOLOGY

Numerical Maximisation of Likelihood: A Neglected Alternative to EM?

(2014) Iain L. MacDonald   INTERNATIONAL STATISTICAL REVIEW

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

A New Method to Quantify within Dive Foraging Behaviour in Marine Predators

(2014) Karine Heerah et al.   PLoS One

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

Contrasting diel patterns in vertical movement and locomotor activity of whale sharks at Ningaloo Reef

(2013) Adrian C. Gleiss et al.   MARINE BIOLOGY

Linking animal-borne video to accelerometers reveals prey capture variability

(2013) Y. Y. Watanabe et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Accelerometry predicts daily energy expenditure in a bird with high activity levels

(2012) K. H. Elliott et al.   Biology Letters

Flight responses by a migratory soaring raptor to changing meteorological conditions

(2012) M. J. Lanzone et al.   Biology Letters

Flexible and practical modeling of animal telemetry data: hidden Markov models and extensions

(2012) Roland Langrock et al.   ECOLOGY

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

Keeping momentum with a mouthful of water: behavior and kinematics of humpback whale lunge feeding

(2012) M. Simon et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

The slowest fish: Swim speed and tail-beat frequency of Greenland sharks

(2012) Yuuki Y. Watanabe et al.   JOURNAL OF EXPERIMENTAL MARINE BIOLOGY AND ECOLOGY

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

Accelerometry-Based Classification of Human Activities Using Markov Modeling

(2011) Andrea Mannini et al.   Computational Intelligence and Neuroscience

Thermal soaring flight of birds and unmanned aerial vehicles

(2010) Zsuzsa Ákos et al.   Bioinspiration & Biomimetics

Hidden Markov models with arbitrary state dwell-time distributions

(2010) R. Langrock et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Behavioural switching in a central place forager: patterns of diving behaviour in the macaroni penguin (Eudyptes chrysolophus)

(2010) Tom Hart et al.   MARINE BIOLOGY

Comparative study on classifying human activities with miniature inertial and magnetic sensors

(2010) Kerem Altun et al.   PATTERN RECOGNITION

Machine Learning Methods for Classifying Human Physical Activity from On-Body Accelerometers

(2010) Andrea Mannini et al.   SENSORS

Making overall dynamic body acceleration work: on the theory of acceleration as a proxy for energy expenditure

(2010) Adrian C. Gleiss et al.   Methods in Ecology and Evolution

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

Classifying movement behaviour in relation to environmental conditions using hidden Markov models

(2009) Toby A. Patterson et al.   JOURNAL OF ANIMAL ECOLOGY

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

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

Validation of a device for accurate timing of feeding events in marine animals

(2009) Ippei Suzuki et al.   POLAR BIOLOGY

SOARING BEHAVIOUR AND PERFORMANCE OF SOME EAST AFRICAN BIRDS, OBSERVED FROM A MOTOR-GLIDER

(2008) C. J. Pennycuick   IBIS

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