43 citations
- University of PrimorskaSI9 papers
- University of BelgradeRS6 papers
- University of Novi SadRS6 papers
- Ruđer Bošković InstituteHR5 papers
- Serbian Academy of Sciences and ArtsRS5 papers
- Mathematical Institute of the Serbian Academy of Sciences and Arts4 papers
- University of KragujevacRS4 papers
- Teradata (United States)US3 papers
- University of CambridgeGB3 papers
- Vinča Institute of Nuclear Sciences3 papers
- Deleted Institution2 papers
- École Polytechnique Fédérale de LausanneCH2 papers
82 papers
Dual-Locking Learned AI Models: A PIN-Based Sparse QIM Watermarking and Adaptive Index Permutation Approach
Iva Vasic, Jesús Muñoz-Cádiz, Bata Vasic
We present a dual-locking method for securing trained neural networks that combines key-driven index permutation with PIN-based watermarking based on Sparse Quantization Index Modu…
On the global feature importance for interpretable and trustworthy heat demand forecasting
Milan Zdravković
The paper introduces the ante-hoc Explainable AI methodology to assess the global feature importance of the Machine Learning models used for heat demand forecasting in intelligent…
XGBoost "is all you need": the case of forecasting transmitted heat energy in District Heating Systems
Milan Zdravković
This paper presents a comparative study of two distinct approaches, XGBoost and Long-Short Term Memory (LSTM), for forecasting transmitted heat energy in District Heating Systems (…
Towards an approach to multivariate outlier detection for District Heating System data
Rajko Turudija, Dušan Stojiljković, Milan Zdravković +1
In this paper, we test different methods for multivariate detection of outliers in the data of transmitted heat energy in the selected substation of local District Heating System,…
Thermalization in a nonlinear variant of the discrete nonlinear Schrödinger Equation
Yagmur Kati, Aleksandra Maluckov, Ana Mancic +1
We study the thermalization properties of a fully nonlinear lattice model originally derived from the two-dimensional cubic defocusing nonlinear Schr{ö}dinger equation (NLS) using…
On the transmission irregular trees with the maximum Wiener index
Ivan Damnjanović, Anran Xu, Kexiang Xu
The transmission of a vertex in a (chemical) graph is the sum of distances from to other vertices in . If any two vertices of have different transmissions, then…