Concepedia

Classification of multiple cattle behavior patterns using a recurrent neural network with long short-term memory and inertial measurement units

Yingqi Peng, Naoshi Kondo, Tateshi Fujiura, Tetsuhito Suzuki, Wulandari Wulandari, Hidetsugu Yoshioka, Erina Itoyama

Computers and Electronics in Agriculture · 2019 · 122 citations · 14 references

Concepts

ComputingAnimal SciencesAnimal BehaviorMachine LearningTime Series AnalysisDeep LearningTime Series ClassificationAnimal Behaviour MonitoringCow Activity PatternsCow Behavior MonitoringInertial Measurement SensorsInertial Measurement UnitsLivestock BehaviorLong Short-term Memory NetworksSensor-based Cattle Monitoring

References

14

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Hierarchical recurrent neural network for skeleton based action recognition

Y. Du, Wei Wang, Liang Wang · 2015 · 2K citations

Computing, Computer Science, Computer Vision +15

Towards End-To-End Speech Recognition with Recurrent Neural Networks

Alex Graves, Navdeep Jaitly · 2014 · 1.9K citations

Computing, Computer Science, Computational Linguistics +14

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

Paula Martiskainen, Mikko Järvinen, Jukka-Pekka Skön et al. · Applied Animal Behaviour Science · 2009 · 403 citations

Computing, Animal Sciences, Computer Science +16

Recurrent Neural Networks for Emotion Recognition in Video

Samira Ebrahimi Kahou, Vincent Michalski, Kishore Konda et al. · 2015 · 388 citations

Computing, Computer Science, Computer Vision +13