Gregor Papa

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 23

Top Topics

Reference Points

Evolutionary Computation

Optimisation Problems

Top Venues

GECCO Companion

Publications

Joze M. Rozanec, Gasper Petelin, João Pita Costa, Blaz Bertalanic, Gregor Cerar, Marko Gucek, Gregor Papa, Dunja Mladenic
Dealing with zero-inflated data: achieving SOTA with a two-fold machine learning approach. CoRR (2023)
Rok Hribar, Gasper Petelin, Margarita Antoniou, Anton Biasizzo, Stanko Ciglaric, Gregor Papa
On Suitability of the Customized Measuring Device for Electric Motor. IECON (2022)
Gopal Raut, Anton Biasizzo, Narendra Singh Dhakad, Neha Gupta, Gregor Papa, Santosh Kumar Vishvakarma
Data multiplexed and hardware reused architecture for deep neural network accelerator. Neurocomputing 486 (2022)
Margarita Antoniou, Gregor Papa
Evaluation of Parallel Hierarchical Differential Evolution for Min-Max Optimization Problems Using SciPy. BIOMA (2022)
Gasper Petelin, Margarita Antoniou, Gregor Papa
Dynamic computational resource allocation for CFD simulations based on pareto front optimization. GECCO Companion (2022)
Rok Hribar, Timotej Hrga, Gregor Papa, Gasper Petelin, Janez Povh, Natasa Przulj, Vida Vukasinovic
Four algorithms to solve symmetric multi-type non-negative matrix tri-factorization problem. J. Glob. Optim. 82 (2) (2022)
Jure Vreca, Iva Ivanov, Gregor Papa, Anton Biasizzo
Detecting Network Intrusion Using Binarized Neural Networks. WF-IoT (2021)
Gregor Papa
Applications of dynamic parameter control in evolutionary computation. GECCO Companion (2021)
Anton Biasizzo, Barbara Korousic-Seljak, Eva Valencic, Marko Pavlin, Marina Santo Zarnik, Bojan Blazica, Damian O'Kelly, Gregor Papa
An Open-Source Approach to Solving the Problem of Accurate Food-Intake Monitoring. IEEE Access 9 (2021)
Margarita Antoniou, Gasper Petelin, Gregor Papa
Preferred Solutions of the Ground Station Scheduling Problem using NSGA-III with Weighted Reference Points Selection. CEC (2021)
Marko Pavlin, Franc Novak, Gregor Papa
Low Power Contactless Bioimpedance Sensor for Monitoring Breathing Activity. Sensors 21 (6) (2021)
Tamara Jakovljevic, Milica M. Jankovic, Andrej M. Savic, Ivan Soldatovic, Petar Todorovic, Tadeja Jere Jakulin, Gregor Papa, Vanja Kovic
The Sensor Hub for Detecting the Developmental Characteristics in Reading in Children on a White vs. Colored Background/Colored Overlays. Sensors 21 (2) (2021)
Monika Simjanoska, Stefan Kochev, Jovan Tanevski, Ana Madevska Bogdanova, Gregor Papa, Tome Eftimov
Multi-level information fusion for learning a blood pressure predictive model using sensor data. Inf. Fusion 58 (2020)
Margarita Antoniou, Gasper Petelin, Gregor Papa
On Formulating the Ground Scheduling Problem as a Multi-objective Bilevel Problem. BIOMA (2020)
Dani Irawan, Margarita Antoniou, Boris Naujoks, Gregor Papa
Refining the CC-RDG3 Algorithm with Increasing Population Scheme and Persistent Covariance Matrix. BIOMA (2020)
Rok Hribar, Timotej Hrga, Gregor Papa, Gasper Petelin, Janez Povh, Natasa Przulj, Vida Vukasinovic
Four algorithms to solve symmetric multi-type non-negative matrix tri-factorization problem. CoRR (2020)
Margarita Antoniou, Gregor Papa
Solving min-max optimisation problems by means of bilevel evolutionary algorithms: a preliminary study. GECCO Companion (2020)
Gregor Papa, Carola Doerr
Dynamic control parameter choices in evolutionary computation: GECCO 2020 tutorial. GECCO Companion (2020)
Monika Simjanoska, Gregor Papa, Barbara Korousic-Seljak, Tome Eftimov
ECGpp: A Framework for Selecting the Pre-processing Parameters of ECG Signals Used for Blood Pressure Classification. BIOSTEC (Selected Papers) (2019)
Monika Simjanoska, Gregor Papa, Barbara Korousic-Seljak, Tome Eftimov
Comparing Different Settings of Parameters Needed for Pre-processing of ECG Signals used for Blood Pressure Classification. BIOSIGNALS (2019)
Csaba Hegedüs, Paolo Ciancarini, Attila Franko, Ales Kancilija, István Moldován, Gregor Papa, Spela Poklukar, Mario Riccardi, Alberto Sillitti, Pál Varga
Proactive Maintenance of Railway Switches. CoDIT (2018)
Michele Albano, Luis Lino Ferreira, Giovanni Di Orio, Pedro Maló, Godfried Webers, Erkki Jantunen, Iosu Gabilondo, Mikel Viguera, Gregor Papa, Franc Novak
Sensors: The Enablers for Proactive Maintenance in the Real World. CoDIT (2018)
Rok Hribar, Jurij Silc, Gregor Papa
Construction of Heuristic for Protein Structure Optimization Using Deep Reinforcement Learning. BIOMA (2018)
Uros Jovanovic, Ales Stimec, Daniel Vladusic, Gregor Papa, Jurij Silc
Big-data analytics: a critical review and some future directions. Int. J. Bus. Intell. Data Min. 10 (4) (2015)
Martin Znidarsic, Polona Tomasic, Gregor Papa
Case-Based Slogan Production. ICCBR (Workshops) (2015)
Uros Bole, Ales Popovic, Jure Zabkar, Gregor Papa, Jurij Jaklic
A case analysis of embryonic data mining success. Int. J. Inf. Manag. 35 (2) (2015)
Polona Tomasic, Gregor Papa, Martin Znidarsic
Using a Genetic Algorithm to Produce Slogans. Informatica (Slovenia) 39 (2) (2015)
Polona Tomasic, Martin Znidarsic, Gregor Papa
Implementation of a Slogan Generator. ICCC (2014)
Peter Korosec, Uros Bole, Gregor Papa
A multi-objective approach to the application of real-world production scheduling. Expert Syst. Appl. 40 (15) (2013)
Gregor Papa
Parameter-less algorithm for evolutionary-based optimization. Comput. Optim. Appl. 56 (1) (2013)
Gregor Papa, Jurij Silc
The Parameter-less Evolutionary Search for real-parameter single objective optimization. IEEE Congress on Evolutionary Computation (2013)
Gregor Papa, Vida Vukasinovic, Peter Korosec
Guided restarting local search for production planning. Eng. Appl. Artif. Intell. 25 (2) (2012)
Gregor Papa
Combinatorial Implementation of a Parameter-less Evolutionary Algorithm. IJCCI (ECTA-FCTA) (2011)
Gregor Papa, Tomasz Garbolino
Optimal on-line built-in self-test structure for system-reliability improvement. IEEE Congress on Evolutionary Computation (2011)
Tomasz Garbolino, Gregor Papa
Genetic algorithm for test pattern generator design - Automatic evolution of circuits. Appl. Intell. 32 (2) (2010)
Vida Vukasinovic, Peter Korosec, Gregor Papa
Hybrid Parameter-less Evolutionary Algorithm in Production Planning. IJCCI (ICEC) (2010)
Barbara Korousic-Seljak, Gregor Papa, Barbara Japelj Pavesic
Mathport - Web Application to Support Enhancement in Elementary Mathematics Pedagogy. CSEDU (1) (2009)
Tomasz Garbolino, Gregor Papa
Test Pattern Generator Design Optimization Based on Genetic Algorithm. IEA/AIE (2008)
Gregor Papa
Parameter-less evolutionary search. GECCO (2008)
Gregor Klajnsek, Borut Zalik, Franc Novak, Gregor Papa
A Quadtree-based Progressive Lossless Compression Technique for Volumetric Data Sets. J. Inf. Sci. Eng. 24 (4) (2008)
Gregor Papa, Tomasz Garbolino, Franc Novak
Deterministic Test Pattern Generator Design. EvoWorkshops (2008)
Drago Torkar, Gregor Papa
Robot tcp positioning with vision - accuracy estimation of a robot visual control system. ICINCO-RA (1) (2007)
Nada Lavrac, Peter Ljubic, Tanja Urbani, Gregor Papa, Mitja Jermol, Stefan Bollhalter
Trust Modeling for Networked Organizations Using Reputation and Collaboration Estimates. IEEE Trans. Syst. Man Cybern. Part C 37 (3) (2007)
Tea Tusar, Peter Korosec, Gregor Papa, Bogdan Filipic, Jurij Silc
A comparative study of stochastic optimization methods in electric motor design. Appl. Intell. 27 (2) (2007)
Nada Lavrac, Peter Ljubic, Mitja Jermol, Gregor Papa
A Decision Support Approach to Modeling Trust in Networked Organizations. IEA/AIE (2005)
Gregor Papa, Barbara Korousic-Seljak
An artificial intelligence approach to the efficiency improvement of a universal motor. Eng. Appl. Artif. Intell. 18 (1) (2005)
Gregor Papa, Jurij Silc
The parameters tuning for evolutionary synthesis algorithm. Informatica (Slovenia) 28 (2) (2004)
Gregor Papa, Jurij Silc
Concurrent Operation Scheduling and Unit Allocation with an Evolutionary Technique. DSD (2003)
Gregor Papa, Barbara Korousic-Seljak, Boris Benedicic, Tomaz Kmecl
Universal motor efficiency improvement using evolutionary optimization. IEEE Trans. Ind. Electron. 50 (3) (2003)
Gregor Papa, Jurij Silc
Automatic large-scale integrated circuit synthesis using allocation-based scheduling algorithm. Microprocess. Microsystems 26 (3) (2002)
Barbara Korousic-Seljak, Gregor Papa, Boris Benedicic, Tomaz Kmecl
Improving the Technical Quality of a Universal Motor Using an Evolutionary Approach. EUROMICRO (2001)
Gregor Papa, Jurij Silc
Multi-Objective Genetic Scheduling Algorithm with Respect to Allocation in High-Level Synthesis. EUROMICRO (2000)
Gregor Papa, Jurij Silc
Linear Algebra in One-Dimensional Systolic Arrays. Informatica (Slovenia) 24 (2) (2000)
Gregor Papa, Jurij Silc, Roman Wyrzykowski
Transformation of the systolic arrays from two-dimensional to linear form. ICECS (1999)