Gregor Papa


Journal articlesshow all

Models for forecasting the traffic flow within the city of Ljubljana, ETRE (2023)
Electric-bus routes in hilly urban areas: overview and challenges, RENEW SUST ENERG REV (2022)
An open-source approach to solving the problem of accurate food-intake monitoring, IEEE ACCESS (2021)
Data Multiplexed and Hardware Reused Architecture for Deep Neural Network Accelerator, NEUROCOMPUTING (2021)
Differential Evolution with Estimation of Distribution for Worst-case Scenario Optimization, MATHEMATICS (2021)
Four algorithms to solve symmetric multi-type non-negative matrix tri-factorization problem, J GLOBAL OPTIM (2021)
The effect of colour on reading performance in children, measured by a sensor hub: From the perspective of gender, PLOS ONE (2021)
The Relation Between Physiological Parameters and Colour Modifications in text Background and Overlay During Reading in Children With and Without Dyslexia, BRAIN SCI (2021)
Low power contactless bioimpedance sensor for monitoring breathing activity, SENSORS (2021)
Multi-objective approaches to ground station scheduling for optimization of communication with satellites, OPTIM ENG (2021)
The sensor hub for detecting the developmental characteristics in reading in children on a white vs. coloured background/coloured overlays, SENSORS (2021)
Simulation of Variational Gaussian Process NARX models with GPGPU, ISA T (2021)


Conference papersshow all

Evaluation of Parallel Hierarchical Differential Evolution for Min-Max Optimization Problems Using SciPy, BIOMA 2022
On Suitability of the Customized Measuring Device for Electric Motor, IECON 2022
Real‐world Applications of Dynamic Parameter Control in Evolutionary Computation - tutorial , PPSN 2022
Dynamic Computational Resource Allocation for CFD Simulations Based on Pareto Front Optimization, GECCO '22
GPU-based Accelerated Computation of Coalescence and Breakup Frequencies for Polydisperse Bubbly Flows, NENE 2021
Worst-Case Scenario Optimisation: Bilevel Evolutionary Approaches, IPSSC 2021
Solving pessimistic bilevel optimisation problems with evolutionary algorithms, EUROGEN 2021
Detecting Network Intrusion Using Binarized Neural Networks, WF-IoT2021
Preferred Solutions of the Ground Station Scheduling Problem using NSGA-III with Weighted Reference Points Selection, CEC 2021
Applications of Dynamic Parameter Control in Evolutionary Computation -tutorial, GECCO 2021


Books & Chaptersshow recent

Parameter Control in Evolutionary Optimisation, Optimization Under Uncertainty with Applications to Aerospace Engineering, Springer (2021)
Memetic Algorithm and Evolutionary Operators for Multi-Objective Matrix Tri-Factorization Problem, Heuristics for Optimization and Learning, Springer (2020)
ECGpp: A Framework for Selecting the Pre-processing Parameters of ECG Signals Used for Blood Pressure Classification, Biomedical Engineering Systems and Technologies Part of the Communications in Computer and Information Science book series (CCIS, volume 1211), Springer (2020)
Success Stories on Real Pilots, The MANTIS Book - Cyber Physical System Based Proactive Collaborative Maintenance, River Publishers (2019)
From KPI Dashboards to Advanced Visualization, The MANTIS Book - Cyber Physical System Based Proactive Collaborative Maintenance, River Publishers (2019)
The MANTIS Book - Cyber Physical System Based Proactive Collaborative Maintenance, The MANTIS Book - Cyber Physical System Based Proactive Collaborative Maintenance, River Publishers (2019)
Comparison of multi-objective approaches to the real-world production scheduling, Advances in evolutionary and deterministic methods for design, optimization and control in engineering and sciences, Springer (2019)
Advances in Evolutionary Algorithms Research, Advances in Evolutionary Algorithms Research, Nova Science Publishers (2015)
Stochastic Approach to Test Pattern Generator Design, Stochastic Optimization - Seeing the Optimal for the Uncertain, InTech (2011)
Evolutionary-Based Design of Deterministic Test Pattern, Artificial Intelligence: New Research, Nova Science Publishers (2009)
An evolutionary approach to problems in electrical engineering design, Handbook of Bioinspired Algorithms and Applications, Chapman & Hall/CRC (2006)
Evolutionary synthesis algorithm - genetic operators tuning, Advances in intelligent systems, fuzzy systems, evolutionary computation, (Artificial intelligence series), WSEAS Press (2002)
Izpopolnjeno evolucijsko načrtovanje integriranih vezij, Raziskovalno delo podiplomskih študentov v Sloveniji - novo tisočletje, Naravoslovje in tehnika, Društvo mladih raziskovalcev Slovenije (2001)
Optimization of the Parallel Matrix Multiplication, Recent advances in Signal Processing and Communications, World Scientific and Engineering Society Press (1999)
Using Simulated Annealing and Genetic Algorithm in the Automated Synthesis of Digital Systems, Recent Advances in Circuits and Systems, World Scientific (1998)