[PDF][PDF] Distributed and Adaptive Edge-based AI Models for Sensor Networks (DAISeN).

V Boeva, E Casalicchio, S Abghari… - FedCSIS (Position …, 2022 - pdfs.semanticscholar.org
This position paper describes the aims and preliminary results of the Distributed and
Adaptive Edge-based AI Models for Sensor Networks (DAISeN) 1 project. The project …

EdgeCluster: A Resource-Aware Evolving Clustering for Streaming Data

M Angelova, V Boeva, S Abghari - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
In this paper, we propose a novel evolving clustering algorithm for streaming data entitled
EdgeCluster. The proposed algorithm is resource efficient, making it suitable for use at edge …

Domain Adaptation Through Cluster Integration and Correlation

VM Devagiri, V Boeva, S Abghari - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Domain shift is a common problem in many real-world applications using machine learning
models. Most of the existing solutions are based on supervised and deep-learning models …