Challenges of machine learning model validation using correlated behaviour data: Evaluation of cross-validation strategies and accuracy measures

B Ferdinandy, L Gerencsér, L Corrieri, P Perez… - PloS one, 2020 - journals.plos.org
Automated monitoring of the movements and behaviour of animals is a valuable research
tool. Recently, machine learning tools were applied to many species to classify units of …

Collective motion of groups of self-propelled particles following interacting leaders

B Ferdinandy, K Ozogány, T Vicsek - Physica A: Statistical Mechanics and …, 2017 - Elsevier
In order to keep their cohesiveness during locomotion gregarious animals must make
collective decisions. Many species boast complex societies with multiple levels of …

Collective behaviors through social interactions in bird flocks

X Wang, J Lu - IEEE Circuits and Systems Magazine, 2019 - ieeexplore.ieee.org
Collective behaviors in multi-agent systems (MASs) is one of the most ubiquitous
phenomena in the natural world, which often exhibit through social interactions among their …

Delay in the dispersal of flocks moving in unbounded space using long-range interactions

M Zumaya, H Larralde, M Aldana - Scientific reports, 2018 - nature.com
Since the pioneering work by Vicsek and his collaborators on the motion of self-propelled
particles, most of the subsequent studies have focused on the onset of ordered states …

Intermittence and connectivity of interactions in pigeon flock flights

D Chen, X Liu, B Xu, HT Zhang - Scientific reports, 2017 - nature.com
Collective circular motion is a common yet spectacular behavior of pigeon flocks. Efficient
and robust inter-individual communication is required for flock coordination during this …

Game-based modeling of independent searchers who share a common goal

TA Wettergren - Applied Mathematics and Computation, 2021 - Elsevier
We develop a mathematical model of the performance of a group of independent Bayesian
searchers who are all seeking a common goal. In this context, the searchers do not directly …

Stability of the vortex phase in self-propelled swarm systems

SK You - Journal of the Korean Physical Society, 2013 - Springer
We investigate the dynamic responses and stabilities of vortex states of self-propelled
swarm systems to external uniform impulsive perturbing forces by using particle-based …

[PDF][PDF] Modelos de Movimiento Colectivo

A Activo - 2021 - ru.dgb.unam.mx
Introducción 3 2.1. Materia activa y comportamiento colectivo.................. 3 2.2. Estudio
empírico del comportamiento colectivo animal........... 4 2.2. 1. Resultados …

Swarm Robotics, or: The Smartness of'a bunch of cheap dumb things'

S Vehlken - SPOOL, 2017 - spool.ac
Abstract Not only recent Science Fiction–eg, Star Trek Beyond (USA 2016)–celebrates the
capacities of robot collectives. Also RoboCup, an annual robot soccer competition, or …

Flocking at the edge of chaos

K Bhattacharya, A Chakraborty - arxiv preprint arxiv:1504.02022, 2015 - arxiv.org
Recent investigations have provided important insights into the complex structure and
dynamics of collectively moving flocks of living organisms. Two intriguing observations are …