A survey of unsupervised generative models for exploratory data analysis and representation learning
For more than a century, the methods for data representation and the exploration of the
intrinsic structures of data have developed remarkably and consist of supervised and …
intrinsic structures of data have developed remarkably and consist of supervised and …
Optimized flocking of autonomous drones in confined environments
We address a fundamental issue of collective motion of aerial robots: how to ensure that
large flocks of autonomous drones seamlessly navigate in confined spaces. The numerous …
large flocks of autonomous drones seamlessly navigate in confined spaces. The numerous …
Synchronization and pinning control of stochastic coevolving networks
Network dynamical systems are often characterized by the interlaced evolution of the node
and edge dynamics, which are driven by both deterministic and stochastic factors. This …
and edge dynamics, which are driven by both deterministic and stochastic factors. This …
Dynamics of collective motion across time and species
M Papadopoulou, I Fürtbauer… - … of the Royal …, 2023 - royalsocietypublishing.org
Most studies of collective animal behaviour rely on short-term observations, and
comparisons of collective behaviour across different species and contexts are rare. We …
comparisons of collective behaviour across different species and contexts are rare. We …
Macrophenological dynamics from citizen science plant occurrence data
Phenological shifts across plant species is a powerful indicator to quantify the effects of
climate change. Today, mobile applications with automated species identification open new …
climate change. Today, mobile applications with automated species identification open new …
Spontaneous emergence of leadership patterns drives synchronization in complex human networks
Synchronization of human networks is fundamental in many aspects of human endeavour.
Recently, much research effort has been spent on analyzing how motor coordination …
Recently, much research effort has been spent on analyzing how motor coordination …
Using a robotic fish to investigate individual differences in social responsiveness in the guppy
Responding towards the actions of others is one of the most important behavioural traits
whenever animals of the same species interact. Mutual influences among interacting …
whenever animals of the same species interact. Mutual influences among interacting …
Recovering structures of complex dynamical networks based on generalized outer synchronization
S Zhang, X Wu, JA Lu, H Feng… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
The topological structures of complex networks play a crucial role in determining their
evolutionary mechanisms and functional behaviors, and may have significant consequences …
evolutionary mechanisms and functional behaviors, and may have significant consequences …
Stochastic dynamics of social patch foraging decisions
Animals typically forage in groups. Social foraging can help animals avoid predation and
decrease their uncertainty about the richness of food resources. Despite this, theoretical …
decrease their uncertainty about the richness of food resources. Despite this, theoretical …
Zebrafish behavior feature recognition using three-dimensional tracking and machine learning
In this work, we aim to construct a new behavior analysis method by using machine learning.
We used two cameras to capture three-dimensional (3D) tracking data of zebrafish, which …
We used two cameras to capture three-dimensional (3D) tracking data of zebrafish, which …