# Gregor Papa

### Journal articlesshow recent

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)

Data Multiplexed and Hardware Reused Architecture for Deep Neural Network Accelerator,

*NEUROCOMPUTING*(2022)

Four algorithms to solve symmetric multi-type non-negative matrix tri-factorization problem,

*J GLOBAL OPTIM*(2022)

An open-source approach to solving the problem of accurate food-intake monitoring,

*IEEE ACCESS*(2021)

Differential Evolution with Estimation of Distribution for Worst-case Scenario Optimization,

*MATHEMATICS*(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)

Improving the Maintenance of Railway Switches Through Proactive Approach,

*ELECTRONICS*(2020)

Advanced sensor-based maintenance in real-world exemplary cases,

*TAUT*(2020)

Towards Managerial Support for Data Analytics Results,

*IND ENG MANAG*(2020)

Multi-level information fusion for learning a blood pressure predictive model using sensor data,

*INFORM FUSION*(2020)

Thermal phenomena in LTCC sensor structures,

*SENSOR ACTUAT A-PHYS*(2019)

A comparison of models for forecasting the residential natural gas demand of an urban area,

*EGY*(2019)

Innovative pocket-size Bluetooth kitchen scale,

*Agro Food Ind Hi Tech*(2018)

Multi-hop communication in Bluetooth Low Energy ad-hoc wireless sensor network,

*Inform. MIDEM*(2018)

A formal framework of human machine interaction in proactive maintenance – MANTIS experience,

*TAUT*(2018)

Sensors in Proactive Maintenance - A case of LTCC pressure sensors,

*MAINT RELIAB*(2018)

The Concept of an Ecosystem Model to Support the Transformation to Sustainable Energy Systems,

*APPL ENERG*(2016)

Design of an Axial Flux Permanent Magnet Synchronous Machine Using Analytical Method and Evolutionary Optimization,

*IEEE T ENERGY CONVER*(2016)

Big-Data Analytics: a Critical Review and Some Future Directions,

*IJBIDM*(2015)

Using a Genetic Algorithm to Produce Slogans,

*Informatica*(2015)

A Case Analysis of Embryonic Data Mining Success,

*INT J INFORM MANAGE*(2015)

A multi-objective approach to the application of real-world production scheduling,

*EXPERT SYST APPL*(2013)

Parameter-less algorithm for evolutionary-based optimization,

*COMPUT OPTIM APPL*(2013)

Metaheuristic Approach to Transportation Scheduling in Emergency Situations,

*Transport*(2013)

Guided restarting local search for production planning,

*Eng. Appl. Artif. Intell.*(2012)

Who are the Likeliest Customers: Direct Mail Optimization with Data Mining,

*Contemp. eng. sci.*(2011)

Temperature Simulations in Cooling Appliances,

*Elektroteh. vest.*(2011)

MatPort - online mathematics learning with bioinspired decision-making system,

*Int. J. Innov. Comput. Appl.*(2011)

Simulator hladilnega aparata za Gorenje d.o.o.,

*Novice IJS*(2010)

Production scheduling with a memetic algorithm,

*Int. J. Innov. Comput. Appl.*(2010)

Genetic Algorithm for Test Pattern Generator Design,

*Appl. Intell.*(2010)

Simuliranje in optimiranje pri razvoju hladilnih aparatov,

*GIB*(2009)

Visual control of an industrial robot manipulator: Accuracy Estimation,

*Stroj. vestn.*(2009)

Robot Vision Accuracy Estimation,

*Elektroteh. vest.*(2009)

A new approach to optimization of test pattern generator structure,

*Inform. MIDEM*(2008)

Test Pattern Generator Design Optimization Based on Genetic Algorithm,

*Lect. Notes Comp. Sc.*(2008)

A quadtree-based progressive lossless compression technique for volumetric data sets,

*J. Inf. Sci. Eng.*(2008)

Deterministic test pattern generator design with genetic algorithm approach,

*J. Electr. Eng.*(2007)

Evaluation of accuracy in a 3D reconstruction system,

*WSEAS Trans. Syst. Control*(2007)

Trust Modeling for Networked Organizations using Reputation and Collaboration Estimates,

*IEEE T. Syst. Man Cy. C*(2007)

A comparative study of stochastic optimization methods in electric motor design,

*Appl. Intell.*(2007)

Optimization algorithms inspired by electromagnetism and stigmergy in electro-technical engineering,

*WSEAS Trans. Inf. Sc. Appl.*(2005)

An artificial intelligence approach to the efficiency improvement of a universal motor,

*Eng. Appl. Artif. Intel.*(2005)

The parameters tuning for evolutionary synthesis algorithm,

*Informatica (Ljublj.)*(2004)

An evolutionary technique for scheduling and allocation concurrency,

*WSEAS Trans. Syst.*(2004)

Universal Motor Efficiency Improvement using Evolutionary Optimization,

*IEEE T. Ind. Electron.*(2003)

An evolutionary approach to chip design: an empirical evaluation,

*Inform. MIDEM*(2003)

An evolutionary algorithm for concurrent scheduling and allocation in the process of integrated-circuit design,

*Elektroteh. vest.*(2003)

Chip design based on genetic approach,

*J. Electr. Eng.*(2002)

Automatic large-scale integrated circuit synthesis using allocation-based scheduling algorithm,

*Microprocess. Microsy.*(2002)

Visokonivojska sinteza vezij z genetskimi algoritmi,

*Inform. MIDEM*(2001)

Empirical evaluation of heuristic scheduling algorithms used in parallel systems design,

*Eng. Simul.*(2001)

Linear algebra in one-dimensional systolic arrays,

*Informatica (Ljublj.)*(2000)

Empirical evaluation of heuristic scheduling algorithms used in parallel systems design,

*Electron. Model.*(2000)

Scheduling Algorithms in High-Level Synthesis - Overview and Evaluation,

*Elektroteh. vest.*(1998)

### Conference papersshow recent

Traffic Forecasting With Uncertainty: A Case for Conformalized Quantile Regression, ECCOMAS 2024Fleet and Traffic Management Systems for Conducting Future Cooperative Mobility, ECCOMAS 2024

Fleet and traffic management systems for conducting future cooperative mobility, TRA 2024

An evolutionary approach to pessimistic bilevel optimization problems, BILEVEL 2023

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

Dynamic Parameter Changing During the Run to Speed Up Evolutionary Algorithms: PPSN 2020 tutorial, PPSN 2020

On Formulating the Ground Scheduling Problem as a Multi-objective Bilevel Problem, BIOMA 2020

Refining the CC-RDG3 Algorithm with Increasing Population Scheme and Persistent Covariance Matrix, BIOMA 2020

Dynamic Parameter Choices in Evolutionary Computation: WCCI 2020 tutorial, WCCI 2020

Dynamic control parameter choices in evolutionary computation: GECCO 2020 tutorial, GECCO 2020

Solving min-max optimisation problems by means of bilevel evolutionary algorithms: a preliminary study, GECCO 2020

Colors and colored overlays in dyslexia treatment, IPSSC 2020

Optimisation platform for remote collaboration of different teams, OSE5

Experimental evaluation of deep-learning applied on pendulum balancing, ERK 2019

An adaptive evolutionary surrogate-based approach for single-objective bilevel optimisation, UQOP 2019

Parameter Control in Evolutionary Bilevel Optimisation, IPSSC 2019

The sensor hub for detecting the influence of colors on reading in children with dyslexia, IPSSC 2019

Comparing different settings of parameters needed for pre-processing of ECG signals used for blood pressure classification, BIOSIGNALS 2019

The role of colour sensing and digitalization on the life quality and health tourism, QLife 2018

Evolutionary operators in memetic algorithm for matrix tri-factorization problem, META 2018

From a Production Scheduling Simulation to a Digital Twin, HPOI 2018

Evolution of Electric Motor Design Approaches: The Domel Case, HPOI 2018

Bluetooth based sensor networks for wireless EEG monitoring, ERK 2018

Construction of Heuristic for Protein Structure Optimization Using Deep Reinforcement Learning, BIOMA 2018

Proactive Maintenance of Railway Switches, CoDIT 2018

Sensors: The Enablers for Proactive Maintenance in the Real World, CoDIT 2018

The role of physiological sensors in dyslexia treatment, ERK 2017

Transportation problems and their potential solutions in smart cities, SST 2017

Prediction of natural gas consumption using empirical models, SST 2017

Cyber Physical System Based Proactive Collaborative Maintenance, SST 2016

Optimizacija geometrije profila letalskega krila, ERK 2016

Pametno urejanje prometa in prostorsko načrtovanje, IS 2015

Pobuda PaMetSkup, IS 2015

Concept of an Ecosystem model to support transformation towards sustainable energy systems, SDEWES 2015

Napredne metode za optimizacijo izdelkov in procesov, Dnevi energetikov 2015

Case-based slogan production, ICCBR 2015

Modularni sistem za upravljanje Li-Ion baterije, AIG 2015

Upgrade of the MovSim for Easy Traffic Network Modification, SIMUL 2015

Suitability of MASA Algorithm for Traveling Thief Problem, SOR'15

Empirical Convergence Analysis of GA for Unit Commitment Problem, BIOMA 2014

Automated Slogan Production Using a Genetic Algorithm, BIOMA 2014

Comparison Between Single and Multi Objective Genetic Algorithm Approach for Optimal Stock Portfolio Selection, BIOMA 2014

Implementation of a slogan generator, ICCC 2014

The Parameter-Less Evolutionary Search for Real-Parameter Single Objective Optimization, CEC 2013

Optimization in Organizations: Things We Tend to Forget, BIOMA 2012

Combinatorial implementation of a parameter-less evolutionary algorithm, IJCCI 2011

Optimal on-line built-in self-test structure for system-reliability improvement, CEC 2011

Hybrid Parameter-Less Evolutionary Algorithm in Production Planning, ICEC2010

Vpliv časovnih omejitev na učinkovitost memetskega algoritma pri planiranju proizvodnje, ERK 2010

Organizacijski vidik uvajanja napovedne analitike v organizacije, ERK 2010

Influence of Fixed-Deadline Orders on Memetic Algorithm Performance in Production Planning, MCPL 2010

Optimization of cooling appliance control parameters, EngOpt 2010

Bioinspired Online Mathematics Learning, BIOMA 2010

Application of Memetic Algorithm in Production Planning, BIOMA 2010

Thermal Simulation for Development Speed-up, SIMUL 2010

Metaheuristic Approach to Loading Schedule Problem, MISTA 2009

MATPORT - Web application to support enhancement in elementary mathematics pedagogy, CSEDU 2009

Constrained transportation scheduling, BIOMA 2008

Web interface for Progressive zoom-in algorithm, ERK 2008

Parameter-less evolutionary search, GECCO-08

Deterministic Test Pattern Generator Design, EvoHOT 2008

Robot TCP positioning with vision : accuracy estimation of a robot visual control system, ICINCO 2007

Estimation of accuracy for robot vision control, SHR2007

Accuracy of a 3D reconstruction system, ISPRA 2007

Non-parametric genetic algorithm, BIOMA 2006

Evolutionary approach to deterministic test pattern generator design, Euromicro 2006

Algoritem postopnega približevanja, ERK 2006

On design of a low-area deterministic test pattern generator by the use of genetic algorithm, CADSM2005

Optimization algorithms inspired by electromagnetism and stigmergy in electro-technical engineering, EC 2005

Towards automated trust modeling in networked organizations, ICAS 2005

A decision support approach to modeling trust in networked organizations, IEA/AIE 2005

Učinkovitost brezparametrskega genetskega algoritma, ERK 2005

Test pattern generator structure design by genetic algorithm, BIOMA 2004

Electrical engineering design with an evolutionary approach, BIOMA 2004

An evolutionary technique for scheduling and allocation concurrency, MATH 2004

Ovrednotenje sočasnega razvrščanja operacij in dodeljevanja enot v postopku načrtovanja integriranih vezij, ERK 2003

Reševanje soodvisnih korakov načrtovanja integriranih vezij, IS 2003

Concurrent operation scheduling and unit allocation with an evolutionary technique, DSD 2003

Evolutionary approach to scheduling and allocation concurrency in integrated circuits design, ECCTD-03

Sočasno razvrščanje operacij in dodeljevane enot v postopku načrtovanja integriranih vezij, ERK 2002

Evolutionary synthesis algorithm - genetic operators tuning, EC-02

Evolutionary method for a universal motor geometry optimization: a new automated design approach, IUTAM 2002

Evolutionary method for a universal motor geometry optimization, IUTAM

Optimizacija geometrije lamele univerzalnega motorja, ERK 2001

Optimization of the geometry of the rotor and the stator, SOR-01

Performance optimization of a universal motor using a genetic algorithm, INES 2001

Improving the technical quality of a universal motor using and evolutionary approach, Euromicro-01

Evolutionary performance optimization of a universal motor, MIPRO 2001

Evolutionary optimization of a universal motor, IECON-01

Večkriterijsko genetsko načrtovanje integriranih vezij, ERK 2000

Multi-objective genetic scheduling algorithm with respect to allocation in high-level synthesis, Euromicro2000

The use of genetic algorithm in the integrated circuit design, WDTA-99

Optimization of the parallel matrix multiplication, CSCC-99

Transformation of the systolic arrays from two-dimensional to linear form, ICECS-99

Genetic algorithm as a method for finite element mesh smoothing, PPAM-99

Scheduling algorithms based on genetic approach, NNTA-99

Reševanje linearnega sistema enačb v enodimenzionalnih sistoličnih poljih, ERK-98

Evolutionary scheduling algorithms in high-level synthesis, WDTA-98

Using simulated annealing and genetic algorithm in the automated synthesis of digital systems, IMACS-CSC-98

On-line testing of a discrete PID regulator: a case study, Euromicro97

### Books & Chaptersshow recent

A Framework for Applying Data-Driven AI/ML Models in Reliability,*Recent Advances in Microelectronics Reliability*, Springer (2024)

Reliability Improvements for In-Wheel Motor,

*Recent Advances in Microelectronics Reliability*, Springer (2024)

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)