Kernel smoothing classification of multiattribute data in the belief function framework: Application to multichannel image segmentation

A Hamache, MEY Boudaren, W Pieczynski - Multimedia Tools and …, 2022 - Springer
Bayesian approaches turn out to be inefficient when decision making involves many
uncertain, imprecise or unreliable sources of information. The same problem occurs in …

Multi-attribute fusion-based approach for Algerian automatic license plate recognition

R Zibani, F Sebbak, MEY Boudaren, M Mataoui… - Multimedia Tools and …, 2024 - Springer
Due to the huge rise in the number of vehicles, manual tracking has become a complex task.
To deal with this issue, Automatic License Plate Recognition systems have been developed …

Addressing Poisoning Attacks Against Federated Intrusion Detection Systems in Internet of Healthcare Things

T Boumediri, I Debicha, T Kenaza - International Conference on …, 2024 - Springer
Federated learning emerges as a key technology, allowing decentralized model training in
Internet of Healthcare Things (IoHT). This aims to preserve data privacy and accommodates …

Data Analysis of Electric Vehicle User Charging Behavior

E Asklöf, D Bunliang - 2024 - diva-portal.org
As the electric vehicle market is growing, so does the effects of electric vehicles on the grid.
This growth is an incentive to improve and expand the charging infrastructure. To make the …

Efficient intrusion detection using evidence theory

I Debicha, T Debatty, W Mees, JM Dricot - arXiv preprint arXiv:2103.08585, 2021 - arxiv.org
Intrusion Detection Systems (IDS) are now an essential element when it comes to securing
computers and networks. Despite the huge research efforts done in the field, handling …

Dirichlet Dempster-Shafer Fusion System for Multidimensional Data Classification

H Boukersoul, F Sebbak… - 2022 First International …, 2022 - ieeexplore.ieee.org
In this paper, we tackle the problem of multidimensional (multi-attribute) data classification
based on belief functions theory. The interest of such approaches relies on considering a …

Check for updates Hybrid Evidential System for Fake News Detection on Twitter

HT Sadouk, F Sebbak, W Cherifi… - … , AID 2022, Algiers …, 2023 - books.google.com
Fake news is a severe problem in today's society. It is becoming more widespread and more
difficult to detect. The use of social media has created new trends in how most people …

Hybrid Evidential System for Fake News Detection on Twitter

HT Sadouk, F Sebbak, W Cherifi… - Artificial Intelligence …, 2022 - Springer
Fake news is a severe problem in today's society. It is becoming more widespread and more
difficult to detect. The use of social media has created new trends in how most people …

[PDF][PDF] Parzen-Rosenblatt Window Density Estimation for Restor a Markov Chains Corrupted by NonGaussian Noise

A Hamache - IPMU 2022, 2022 - ipmu2022.disco.unimib.it
The use of the hidden Markov chain model for image classification has known a
considerable success. The interest of Markovian modeling of images is the consideration of …

Dempster-Shafer Parzen-Rosenblatt Hidden Markov Fields for Multichannel Image Segmentation

MEY Boudaren, A Hamache, I Debicha… - … and Management of …, 2020 - Springer
Abstract Theory of evidence has been successfully used in many areas covering pattern
recognition and image processing due to its effectiveness in both information fusion and …