An in silico model to simulate the evolution of biological aging
A Šajina, DR Valenzano - arXiv preprint arXiv:1602.00723, 2016 - arxiv.org
Biological aging is characterized by an age-dependent increase in the probability of death
and by a decrease in the reproductive capacity. Individual age-dependent rates of survival …
and by a decrease in the reproductive capacity. Individual age-dependent rates of survival …
AEGIS: An In Silico Tool to model Genome Evolution in Age-Structured Populations
WJ Bradshaw, A Šajina, DR Valenzano - bioRxiv, 2019 - biorxiv.org
AEGIS (Ageing of Evolving Genomes In Silico) is a versatile population-genetics numerical-simulation
tool that enables the evolution of life history trajectories under sexual and asexual …
tool that enables the evolution of life history trajectories under sexual and asexual …
[HTML][HTML] 3D Pose Estimation and Tracking in Handball Actions Using a Monocular Camera
R Šajina, M Ivašić-Kos - Journal of imaging, 2022 - mdpi.com
Player pose estimation is particularly important for sports because it provides more accurate
monitoring of athlete movements and performance, recognition of player actions, analysis of …
monitoring of athlete movements and performance, recognition of player actions, analysis of …
Peer-to-peer deep learning with non-IID data
Collaborative training of deep neural networks using edge devices has attracted substantial
research interest recently. The two main architecture approaches for the training process are …
research interest recently. The two main architecture approaches for the training process are …
Multi-task peer-to-peer learning using an encoder-only transformer model
Peer-to-peer (P2P) learning is a decentralized approach to organizing the collaboration
between end devices known as agents. Agents contain heterogeneous data, and that …
between end devices known as agents. Agents contain heterogeneous data, and that …
MPFSIR: An Effective Multi-Person Pose Forecasting Model With Social Interaction Recognition
R Šajina, M Ivasic-Kos - IEEE access, 2023 - ieeexplore.ieee.org
In recent years, multi-person pose forecasting has gained significant attention due to its
potential applications in various fields such as computer vision, robotics, sports analysis, and …
potential applications in various fields such as computer vision, robotics, sports analysis, and …
A review on generating random numbers in decentralised environments
SD Simić, R Šajina, N Tanković… - 2020 43rd International …, 2020 - ieeexplore.ieee.org
Recent advances in blockchain gained significant social attention, mainly due to substantial
price fluctuations of Bitcoin and Ethereum cryptocurrencies. By its design, blockchain is an …
price fluctuations of Bitcoin and Ethereum cryptocurrencies. By its design, blockchain is an …
Decentralized trustless gossip training of deep neural networks
Novel machine learning techniques apply decentralized model training in order to mitigate
data volume and privacy issues. Current approaches assume (a) node performance …
data volume and privacy issues. Current approaches assume (a) node performance …
Classification of Visual Perception EEG Signals for a 2D Platformer Game
A Žužić, R Šajina, N Tanković - 2023 IEEE 21st Jubilee …, 2023 - ieeexplore.ieee.org
This research focuses on classifying visual perception brain signals using an OpenBCI
headset to capture the EEG signals from the participants. The headset comprises 16 re-…
headset to capture the EEG signals from the participants. The headset comprises 16 re-…
Development and evaluation of an application for sharing information about courses
R Šajina, T Orehovacki - 2018 41st International Convention on …, 2018 - ieeexplore.ieee.org
Learning Management Systems (LMSs) such as Moodle are nowadays widely employed in
higher education institutions. They enable teachers to publish educational materials and …
higher education institutions. They enable teachers to publish educational materials and …