%0 Journal Article
%B Applied Sciences
%D 2020
%G eng
%N 11
%R https://doi.org/10.3390/app10113727
%T The self-similar markovian sources
%V 10

%0 Journal Article
%B Entropy
%D 2020
%G eng
%N 10
%R 10.3390/e22101159
%T Long-Range Dependent Traffic Classification with Convolutional Neural Networks Based on Hurst Exponent Analysis
%V 22
%8 2020

%0 Conference Paper
%B Modelling, Analysis, and Simulation of Computer and Telecommunication Systems
%D 2021
%G eng
%I Springer International Publishing
%P 102-116
%R https://doi.org/10.1007/978-3-030-68110-4_7
%S Computer Communication Networks and Telecommunications, LNCS
%T The Random Neural Network as a Bonding Model for Software Vulnerability Prediction
%U https://link.springer.com/chapter/10.1007/978-3-030-68110-4_7
%V 12527

%0 Conference Paper
%B MASCOTS 2020: Modelling, Analysis, and Simulation of Computer and Telecommunication Systems
%D 2021
%G eng
%I Springer International Publishing
%P 79-91
%R https://doi.org/10.1007/978-3-030-68110-4_5
%S Computer Communication Networks and Telecommunications, LNCS
%T Random Neural Network for Lightweight Attack Detection in the IoT
%U https://link.springer.com/chapter/10.1007/978-3-030-68110-4_5
%V 12527

%0 Journal Article
%B Sensors
%D 2021
%G eng
%N Special Issue: Security and Privacy in Software Based Critical Contexts
%R https://doi.org/10.3390/s21041133
%T Efficient Feature Selection for Static Analysis Vulnerability Prediction
%U https://www.mdpi.com/1424-8220/21/4/1133
%V 21 (4)

%0 Journal Article
%B Sensors
%D 2021
%G eng
%N Special Issue: Advance in Sensors and Sensing Systems for Driving and Transportation: Part B
%R https://doi.org/10.3390/s21103313
%T LIDAR Point Cloud generation for SLAM algorithm evaluation
%U https://www.mdpi.com/1424-8220/21/10/3313
%V 21 (10)

%0 Journal Article
%B Sensors
%D 2021
%G eng
%N Special Issue "Mathematical Modelling and Analysis in Sensors Networks"
%R https://doi.org/10.3390/s21154979
%T Supervised learning of Neural Networks for Active Queue Management in  the Internet
%U https://www.mdpi.com/1424-8220/21/15/4979
%V 21(15)

%0 Conference Paper
%B 25th Design, Automation and Test in Europe Conference
%C Belgium
%D 2022
%G eng
%R 10.23919/DATE54114.2022.9774586
%T SDK4ED: One-click platform for Energy-aware, Maintainable and Dependable Applications
%8 03/2022

%0 Journal Article
%B Scientific Reports
%D 2022
%G eng
%N 1
%R 10.1038/s41598-022-06201-y
%T Cost-Effective Filtering of Unreliable Proximity Detection Results Based on BLE RSSI and IMU Readings Using Smartphones
%U https://www.nature.com/articles/s41598-022-06201-y
%V 12
%& 2440

%0 Journal Article
%B Entropy
%D 2022
%G eng
%N 3
%R https://doi.org/10.3390/e24030418
%T Adaptive Hurst-Sensitive Active Queue Management
%U https://www.mdpi.com/1099-4300/24/3/418
%V 24

%0 Conference Paper
%B International Joint Conference on Neural Networks (IJCNN 2022), IEEE WCCI 2022
%C Padova, 18-23 July, 2022
%D 2022
%G eng
%I IEEE
%R https://doi.org/10.1109/IJCNN55064.2022.9892442
%T NAM: What Does a Neural Network See?
%U https://ieeexplore.ieee.org/abstract/document/9892442

%0 Journal Article
%B Bulletin of the Polish Academy of Sciences, Technical Sciences (BPASTS)
%D 2022
%G eng
%N 4
%R https://doi.org/10.24425/bpasts.2022.141986
%T Approximation Models for the Evaluation of TCP/AQM Networks
%U https://journals.pan.pl/dlibra/publication/141986/edition/123961/content
%V 70

%0 Journal Article
%B Computers & Security
%D 2023
%G eng
%R https://doi.org/10.1016/j.cose.2022.102948
%T Software Vulnerabilities in TensorFlow-Based Deep Learning Applications
%U https://www.sciencedirect.com/science/article/pii/S0167404822003406?via%3Dihub
%V 124
%8 10/2022

%0 Journal Article
%B Scientific Reports
%D 2022
%G eng
%R https://doi.org/10.1038/s41598-022-22938-y
%T Finding the best hardware configuration for 2D SLAM in indoor environments via simulation based on Google Cartographer
%U https://www.nature.com/articles/s41598-022-22938-y
%V 12

%0 Journal Article
%B Sensors
%D 2022
%G eng
%N 21
%R https://doi.org/10.3390/s22218493
%T Building a real-time testing platform for unmanned ground vehicles with UDP Bridge
%U https://www.mdpi.com/1424-8220/22/21/8493
%V 22

%0 Conference Paper
%B IEEE International Conference on Big Data
%C Osaka, 17-20 December, 2022
%D 2022
%G eng
%I IEEE
%R 10.1109/BigData55660.2022.10020817
%T Real-time testing of vision-based systems for AGVs with ArUco markers
%U https://ieeexplore.ieee.org/document/10020817

%0 Journal Article
%B Neurocomputing
%D 2023
%G eng
%R https://doi.org/10.1016/j.neucom.2023.126615
%T Global Entropy Pooling Layer for Convolutional Neural Networks
%U https://www.sciencedirect.com/science/article/pii/S0925231223007385
%V 555

%0 Conference Paper
%B The 10th IEEE International Conference on Data Science and Advanced Analytics (DSAA)
%C Thessaloniki, Greece
%D 2023
%G eng
%I IEEE
%R 10.1109/DSAA60987.2023.10302563
%T Recycling of Generic ImageNet-trained Models for Smart-city Applications

%0 Conference Paper
%B 2023 IEEE International Conference on Big Data
%C Sorrento, Italy 
%D 2023
%G eng
%I IEEE
%R 10.1109/BigData59044.2023.10386919
%T HierAct: a Hierarchical Model for Human Activity Recognition in Game-Like Educational Applications
%U https://ieeexplore.ieee.org/document/10386919
%8 01/2024

%0 Conference Paper
%B 2023 IEEE International Conference on Big Data
%C Sorrento, Italy
%D 2023
%G eng
%I IEEE International Conference on Big Data
%R 10.1109/BigData59044.2023.10386544
%T Robust category recognition based on deep templates for educational mobile applications
%8 01/2024

%0 Conference Paper
%B IEEE International Conference on Big Data (IEEE BigData 2023)
%C Sorrento, Italy
%D 2023
%G eng
%R 10.1109/BigData59044.2023.10386834
%T NetSat: Network Saturation Adversarial Attack

%0 Conference Paper
%B 2023 IEEE International Conference on Big Data
%C Sorrento, Italy
%D 2023
%G eng
%I IEEE
%R 10.1109/BigData59044.2023.10386987
%T Visual examination of relations between known classes for deep neural network classifiers.
%8 01/2024

%0 Journal Article
%B Automated Software Engineering
%D 2024
%G eng
%R 10.1007/s10515-024-00450-z
%T SDK4ED: a platform for building energy efficient, dependable, and maintainable embedded software

%0 Conference Paper
%B IEEE Congress on Evolutionary Computation
%D 2024
%G eng
%R 10.1109/CEC60901.2024.10611993
%T Harnessing Machine Learning for Reliable Weather Forecasting: Meteorological Impact on Sustainable Energy in Monterrey
%U https://ieeexplore.ieee.org/document/10611993

%0 Conference Paper
%B International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
%D 2024
%G eng
%R https://doi.org/10.1016/j.procs.2024.09.432
%T Finding the Perfect Cut: Selection of the Best Cutting Point in Equirectangular Panoramas for Object Detection
%U https://www.sciencedirect.com/science/article/pii/S1877050924024724

%0 Journal Article
%B Engineering Applications of Artificial Intelligence
%D 2024
%G eng
%R https://doi.org/10.1016/j.engappai.2024.109377
%T Extracting coarse-grained classifiers from large Convolutional Neural Networks
%U https://www.sciencedirect.com/science/article/pii/S0952197624015355
%V 138
%8 12/2024

%0 Conference Paper
%B 32nd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems
%D 2024
%G eng
%R https://doi.org/10.1109/MASCOTS64422.2024.10786556
%T Evaluating Convolutional Neural Networks via measuring similarity of their first-layer filters and Gabor filters

%0 Journal Article
%B Knowledge-Based Systems
%D 2024
%G eng
%R https://doi.org/10.1016/j.knosys.2024.112621
%T Similarity-driven adversarial testing of neural networks
%U https://www.sciencedirect.com/science/article/pii/S0950705124012553
%V 305
%8 12/2024

%0 Journal Article
%B Neural Networks
%D 2025
%G eng
%R https://doi.org/10.1016/j.neunet.2025.107425
%T What is the doggest dog? Examination of typicality perception in ImageNet-trained networks
%V 188
%& 107425

%0 Journal Article
%B arXiv preprint
%G eng
%R  https://doi.org/10.48550/arXiv.2504.09956
%T Semantic Depth Matters: Explaining Errors of Deep Vision Networks through Perceived Class Similarities
%U arXiv:2504.09956

%0 Journal Article
%B arXiv preprint
%G eng
%R https://arxiv.org/abs/2505.21338
%T Beyond Accuracy: Uncovering the Role of Similarity Perception and its Alignment with Semantics in Supervised Learning
%U https://arxiv.org/abs/2505.21338

%0 Generic
%B European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
%D 2025
%G eng
%R 10.1007/978-3-032-06078-5_2
%T How CNNs and ViTs perceive similarities between categories
%U https://link.springer.com/chapter/10.1007/978-3-032-06078-5_2

%0 Journal Article
%B Knowledge-Based Systems
%D 2025
%G eng
%R doi.org/10.1016/j.knosys.2025.114751
%T SPHEREA: Synthetic dataset generation for equirectangular panoramas of home environments
%U https://www.sciencedirect.com/science/article/pii/S0950705125017897?via%3Dihub
%8 2025

%0 Conference Paper
%B IEEE International Joint Conference on Neural Networks
%D 2026
%T Target Selection for Adversarial Evaluation of Vision Models Using Language Models

%0 Conference Paper
%B Parallel Problem Solving from Nature
%D 2026
%R doi.org/10.1007/978-3-032-36226-1_11
%T Feature- and Similarity-Based Explainability of Experimental Materials Data via Black-Box Hyperparameter Optimization
%U https://link.springer.com/chapter/10.1007/978-3-032-36226-1_11

%0 Conference Paper
%B European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
%D 2026
%T Inspecting Training Dynamics of Similarity Development in Supervised Vision Networks 

%0 Conference Paper
%B European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
%D 2026
%T Measuring Monosemanticity in Sparse Autoencoders via Latent Activation Coherence

%0 Conference Paper
%B European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
%D 2026
%T Lightweight Time-Series Representation for Battery State of Health Estimation from Graphene Sensor Data

%0 Conference Paper
%B Neural Information Processing Systems (NeurIPS)
%D 2026
%T Lost or Hidden? A Concept-Level Forgetting in Supervised Continual Learning