Gregor Papa

Orcid

Journal articlesshow all

δ-perturbation of bilevel optimization problems: An error bound analysis, Oper. Res. Perspect. (2024)
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)

Conference papersshow all

Traffic Forecasting With Uncertainty: A Case for Conformalized Quantile Regression, ECCOMAS 2024
Fleet 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,
Users’ cognitive processes in a user interface for predicting football match results, IS 2023
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

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)

The MANTIS Book - Cyber Physical System Based Proactive Collaborative Maintenance

The MANTIS Book - Cyber Physical System Based Proactive Collaborative Maintenance, M. Albano, E. Jantunen, G. Papa, U. Zurutuza (Eds.)
River Publishers, 2019
DOI: 10.13052/rp-9788793609846

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abstract:
In recent years, a considerable amount of effort has been devoted, both in industry and academia, to improving maintenance. Time is a critical factor in maintenance, and efforts are placed to monitor, analyze, and visualize machine or asset data in order to anticipate to any possible failure, prevent damage, and save costs.
The MANTIS Book aims to highlight the underpinning fundamentals of Condition-Based Maintenance related conceptual ideas, an overall idea of preventive maintenance, the economic impact and technical solution.
The core content of this book describes the outcome of the Cyber-Physical System based Proactive Collaborative Maintenance project, also known as MANTIS, and funded by EU ECSEL Joint Undertaking under Grant Agreement nº 662189. The ambition has been to support the creation of a maintenance- oriented reference architecture that support the maintenance data lifecycle, to enable the use of novel kinds of maintenance strategies for industrial machinery. The key enabler has been the fine blend of collecting data through Cyber-Physical Systems, and the usage of machine learning techniques and advanced visualization for the enhanced monitoring of the machines.
Topics discussed include, in the context of maintenance: Cyber-Physical Systems, Communication Middleware, Machine Learning, Advanced Visualization, Business Models, Future Trends. An important focus of the book is the application of the techniques in real world context, and in fact all the work is driven by the pilots, all of them centered on real machines and factories.
This book is suitable for industrial and maintenance managers that want to implement a new strategy for maintenance in their companies. It should give readers a basic idea on the first steps to implementing a maintenance-oriented platform or information system.