[HTML][HTML] Recent Applications of Explainable AI (XAI): A Systematic Literature Review

M Saarela, V Podgorelec - Applied Sciences, 2024 - mdpi.com
This systematic literature review employs the Preferred Reporting Items for Systematic
Reviews and Meta-Analyses (PRISMA) methodology to investigate recent applications of …

Towards optimal learning: Investigating the impact of different model updating strategies in federated learning

M Ilić, M Ivanović, V Kurbalija, A Valachis - Expert Systems with …, 2024 - Elsevier
With rising data security concerns, privacy preserving machine learning (ML) methods have
become a key research topic. Federated learning (FL) is one such approach which has …

Analysis of neuropsychological and neuroradiological features for diagnosis of Alzheimer's disease and mild cognitive impairment

V Kurbalija, Z Geler, TV Stankov, I Petrušić… - International journal of …, 2023 - Elsevier
Background Age-related neurodegenerative diseases are constantly increasing with
prediction that in 2050 over 60% of population will suffer from some level of cognitive …

Knowledge Graphs to Accumulate and Convey Knowledge from Past Experiences in Search and Rescue Planning and Resource Allocation

W Nasar, OE Gundersen… - Applied Artificial …, 2024 - Taylor & Francis
Planning and allocation of resources in search and rescue operations is critical and
complex. Those tasks require consideration of several factors such as the nature of the …

Federated Learning-Opportunities and Application Challenges

M Ilić, M Ivanović - International Conference on Computational Collective …, 2023 - Springer
In this paper our intention was to present a brief literature review focused on the latest
research of the Federated Learning paradigm in order to identify current research trends …

An optimized method for dose–effect prediction of traditional Chinese medicine based on 1D-ResCNN-PLS

W Xiong, J Pan, Z Liu, J Du, Y Zhu, J Luo… - Computer Methods in …, 2024 - Taylor & Francis
We introduce a one-dimensional (1D) residual convolutional neural network with Partial
Least Squares (1D-ResCNN-PLS) to solve the covariance and nonlinearity problems in …

Applications of Artificial Intelligence Methods in Medicine

M Ivanovic, D Macos - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
In contemporary society more people suffer from chronic diseases. They are the leading
cause of death worldwide. On the other hand, the world population is getting older and the …

Influence of Federated Learning on Contemporary Research and Applications

M Ivanovic - 2024 International Conference on INnovations in …, 2024 - ieeexplore.ieee.org
Federated Learning (FL) is a rather new distributed machine learning paradigm based on a
collaboratively decentralized privacy-preserving technology. It supports a range of multiple …

Enabling Access Control for Encrypted Multi-Dimensional Data in Cloud Computing through Range Search.

MEI Zhuolin, YU Jing, J HUANG… - Tehnicki vjesnik …, 2023 - search.ebscohost.com
With the growing popularity of cloud computing, data owners are increasingly opting to
outsource their data to cloud servers due to the numerous benefits it offers. However, this …

Pelatihan Jaringan Komputer Untuk Meningkatkan Kompetensi Siswa DI SMK Negeri 1 Subuh Situbondo

N Nadiyah, NHI Arifin, A Karim - Gotong Royong, 2024 - journal.ajbnews.com
Pelatihan Jaringan Komputer untuk Meningkatkan Kompetensi Siswa di SMK Negeri 1
Subuh Situbondo telah dilaksanakan dengan menggunakan pendekatan metode Asset …