Iztok Fister

Expert Syst. Appl., 2024

Profiling the carbon footprint of performance bugs.

[BibT_eX]

[DOI]

CoRR, 2024

Variable-Length Differential Evolution for Numerical and Discrete Association Rule Mining.

[BibT_eX]

[DOI]

Uros Mlakar

IEEE Access, 2024

Human-Centered AI in Smart Farming: Toward Agriculture 5.0.

[BibT_eX]

[DOI]

IEEE Access, 2024

Towards Green AI by Reducing Training Effort of Recurrent Neural Networks Using Hyper-Parameter Optimization with Dynamic Stopping Criteria.

[BibT_eX]

[DOI]

Vili Podgorelec

Grega Vrbancic

Proceedings of the 22nd IEEE Jubilee International Symposium on Intelligent Systems and Informatics, 2024

2023

Time series numerical association rule mining variants in smart agriculture.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., December, 2023

A comprehensive review of visualization methods for association rule mining: Taxonomy, challenges, open problems and future ideas.

[BibT_eX]

[DOI]

Expert Syst. Appl., December, 2023

Design and implementation of parallel self-adaptive differential evolution for global optimization.

[BibT_eX]

[DOI]

Log. J. IGPL, July, 2023

Human Gait Activity Recognition Machine Learning Methods.

[BibT_eX]

[DOI]

Vesna Marija van Midden

Zvezdan Pirtosek

Riko Safaric

Sensors, January, 2023

Online numerical association rule miner.

[BibT_eX]

[DOI]

Neurocomputing, 2023

Towards replicated algorithms.

[BibT_eX]

[DOI]

CoRR, 2023

TinyNARM: Simplifying Numerical Association Rule Mining for Running on Microcontrollers.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

Toward Anomaly Detection in the Blockchain Using Numerical Association Rule Mining.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE Jubilee International Symposium on Intelligent Systems and Informatics, 2023

Cuckoo Search Algorithm with Lévy Flights for Surface Reconstruction from Point Clouds with Applications to Reverse Engineering.

[BibT_eX]

[DOI]

Proceedings of the ISMSI 2023: Proceedings of the 7th International Conference on Intelligent Systems, 2023

Artificial Immune Systems Approach for Surface Reconstruction of Shapes with Large Smooth Bumps.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2023, 2023

2022

Information Cartography in Association Rule Mining.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2022

On stochastic evolving algorithms.

[BibT_eX]

[DOI]

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

NURBS functional network approach for automatic image segmentation of macroscopic medical images in melanoma detection.

[BibT_eX]

[DOI]

J. Comput. Sci., 2021

Topology-based generation of sport training sessions.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2021

On deploying the Artificial Sport Trainer into practice.

[BibT_eX]

[DOI]

CoRR, 2021

Modified OFS-RDS bat algorithm for IFS encoding of bitmap fractal binary images.

[BibT_eX]

[DOI]

Adv. Eng. Informatics, 2021

On Selection of a Benchmark by Determining the Algorithms' Qualities.

[BibT_eX]

[DOI]

IEEE Access, 2021

NiaClass: Building Rule-Based Classification Models Using Nature-Inspired Algorithms.

[BibT_eX]

[DOI]

Luka Pecnik

Proceedings of the Advances in Swarm Intelligence - 12th International Conference, 2021

NiaAML2: An Improved AutoML Using Nature-Inspired Algorithms.

[BibT_eX]

[DOI]

Luka Pecnik

Proceedings of the Advances in Swarm Intelligence - 12th International Conference, 2021

Image Reconstruction of Colored Bitmap Fractal Images Through Bat Algorithm and Color-Based Image Clustering.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

Toward Reusing the Numerical Association Rule Mining Models.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

Synthetic Data Augmentation of Cycling Sport Training Datasets.

[BibT_eX]

[DOI]

ICO, 2021

On detecting the novelties in metaphor-based algorithms.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Bioinspired Computational Intelligence and Transportation Systems: A Long Road Ahead.

[BibT_eX]

[DOI]

Javier Del Ser

Eneko Osaba

Javier J. Sánchez Medina

IEEE Trans. Intell. Transp. Syst., 2020

Development of a framework for modeling preference times in triathlon.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

Post hoc analysis of sport performance with differential evolution.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

A brief overview of swarm intelligence-based algorithms for numerical association rule mining.

[BibT_eX]

[DOI]

CoRR, 2020

uARMSolver: A framework for Association Rule Mining.

[BibT_eX]

[DOI]

CoRR, 2020

Association rules over time.

[BibT_eX]

[DOI]

CoRR, 2020

Discovering associations in COVID-19 related research papers.

[BibT_eX]

[DOI]

Karin Ljubic Fister

CoRR, 2020

Use of stochastic nature-inspired population-based algorithms within an online adaptive controller for mechatronic devices.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2020

Impact of Solution Representation in Nature-Inspired Algorithms for Feature Selection.

[BibT_eX]

[DOI]

Uros Mlakar

IEEE Access, 2020

Functional Networks for Image Segmentation of Cutaneous Lesions with Rational Curves.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

Parallel Differential Evolution with Variable Population Size for Global Optimization.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

Population-based metaheuristics for Association Rule Text Mining.

[BibT_eX]

[DOI]

Suash Deb

Proceedings of the ISMSI '20: 2020 4th International Conference on Intelligent Systems, 2020

Distributed Coordination of Heterogeneous Robotic Swarms Using Stochastic Diffusion Search.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Visualization of Numerical Association Rules by Hill Slopes.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Improved Nature-Inspired Algorithms for Numeric Association Rule Mining.

[BibT_eX]

[DOI]

Vili Podgorelec

ICO, 2020

On the Potential of the Nature-Inspired Algorithms for Pure Binary Classification.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2020, 2020

Swarm Intelligence for Automatic Color and Contrast Retrieval of Digital Images of Paintings.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Cyberworlds, 2020

2019

Novelty search for global optimization.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2019

Cuckoo Search Algorithm for Border Reconstruction of Medical Images with Rational Curves.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019

Population-Based Metaheuristics for Planning Interval Training Sessions in Mountain Biking.

[BibT_eX]

[DOI]

Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019

Wrapper-Based Feature Selection Using Self-adaptive Differential Evolution.

[BibT_eX]

[DOI]

Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

Tracking the Exploration and Exploitation in Stochastic Population-Based Nature-Inspired Algorithms Using Recurrence Plots.

[BibT_eX]

[DOI]

Daniel Angus

Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

Using Adaptive Novelty Search in Differential Evolution.

[BibT_eX]

[DOI]

Proceedings of the Highlights of Practical Applications of Survivable Agents and Multi-Agent Systems. The PAAMS Collection, 2019

Dynamic Partitioning of Evolving Graph Streams Using Nature-Inspired Heuristics.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2019, 2019

Hybridizing differential evolution and novelty search for multimodal optimization problems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Computing rational border curves of melanoma and other skin lesions from medical images with bat algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Discovering dependencies among mined association rules with population-based metaheuristics.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Hybrid Modified Firefly Algorithm for Border Detection of Skin Lesions in Medical Imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Cooperative game concepts in solving global optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

Deep Analytics in Sport Community Forums.

[BibT_eX]

[DOI]

Int. J. Adv. Pervasive Ubiquitous Comput., 2018

A novel self-adaptive differential evolution for feature selection using threshold mechanism.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Interplay of Two Bat Algorithm Robotic Swarms in Non-cooperative Target Point Search.

[BibT_eX]

[DOI]

Proceedings of the Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection, 2018

Using Novelty Search in Differential Evolution.

[BibT_eX]

[DOI]

Proceedings of the Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection, 2018

Bat Algorithm Swarm Robotics Approach for Dual Non-cooperative Search with Self-centered Mode.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Community Detection in Weighted Directed Networks Using Nature-Inspired Heuristics.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Differential Evolution for Association Rule Mining Using Categorical and Numerical Attributes.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Solving the Open-Path Asymmetric Green Traveling Salesman Problem in a Realistic Urban Environment.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Distributed Computing XII, 2018

Automatic Fitting of Feature Points for Border Detection of Skin Lesions in Medical Images with Bat Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Distributed Computing XII, 2018

Memetic Modified Cuckoo Search Algorithm with ASSRS for the SSCF Problem in Self-Similar Fractal Image Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

Framework for planning the training sessions in triathlon.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017

Modified binary cuckoo search for association rule mining.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2017

Making up for the deficit in a marathon run.

[BibT_eX]

[DOI]

CoRR, 2017

Bio-inspired computation: Recent development on the modifications of the cuckoo search algorithm.

[BibT_eX]

[DOI]

Nor Liyana Mohd Shuib

Mukhtar Fatihu Hamza

Younes Saadi

Adamu I. Abubakar

Appl. Soft Comput., 2017

Hybrid Multi-objective PSO for Filter-Based Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Recent Advances in Soft Computing, 2017

Adaptation of Sport Training Plans by Swarm Intelligence.

[BibT_eX]

[DOI]

Proceedings of the Recent Advances in Soft Computing, 2017

Deep Analytics Based on Triathlon Athletes' Blogs and News.

[BibT_eX]

[DOI]

Proceedings of the Recent Advances in Soft Computing, 2017

Modeling preference time in middle distance triathlons.

[BibT_eX]

[DOI]

Proceedings of the 5th International Symposium on Computational and Business Intelligence, 2017

2016

Parameterless Bat Algorithm and Its Performance Study.

[BibT_eX]

[DOI]

Proceedings of the Nature-Inspired Computation in Engineering, 2016

Hybrid self-adaptive cuckoo search for global optimization.

[BibT_eX]

[DOI]

Uros Mlakar

Swarm Evol. Comput., 2016

Parameter tuning of PID controller with reactive nature-inspired algorithms.

[BibT_eX]

[DOI]

Robotics Auton. Syst., 2016

Parameter tuning of PI-controller with Bat algorithm.

[BibT_eX]

[DOI]

Informatica (Slovenia), 2016

Epistatic arithmetic crossover based on Cartesian graph product in ensemble differential evolution.

[BibT_eX]

[DOI]

Aleksandra Tepeh

Appl. Math. Comput., 2016

A study of chaotic maps in differential evolution applied to gray-level image thresholding.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Towards the universal framework of stochastic nature-inspired population-based algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

2015

Gesture Recognition from Data Streams of Human Motion Sensor Using Accelerated PSO Swarm Search Feature Selection Algorithm.

[BibT_eX]

[DOI]

J. Sensors, 2015

Interestingness measure for mining sequential patterns in sports.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2015

Planning the sports training sessions with the bat algorithm.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Analysis of randomisation methods in swarm intelligence.

[BibT_eX]

[DOI]

Int. J. Bio Inspired Comput., 2015

How to Deal with Sports Activity Datasets for Data Mining and Analysis: Some Tips and Future Challenges.

[BibT_eX]

[DOI]

Samo Rauter

Int. J. Adv. Pervasive Ubiquitous Comput., 2015

Hybrid evolutionary algorithm for the b-chromatic number.

[BibT_eX]

[DOI]

J. Heuristics, 2015

A review of chaos-based firefly algorithms: Perspectives and research challenges.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2015

Computational intelligence in sports: Challenges and opportunities within a new research domain.

[BibT_eX]

[DOI]

Ponnuthurai Nagaratnam Suganthan

Karin Ljubic

Matjaz Perc

Appl. Math. Comput., 2015

Population Size Reduction in Particle Swarm Optimization Using Product Graphs.

[BibT_eX]

[DOI]

Proceedings of the Mendel 2015, 2015

Planning Fitness Training Sessions Using the Bat Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Proceedings ITAT 2015: Information Technologies, 2015

Online registration system for recreational cycling marathons: Lessons learned.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2015

Modified bat algorithm with quaternion representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Cuckoo Search: A Brief Literature Review.

[BibT_eX]

[DOI]

CoRR, 2014

Some Improvements of the Self-Adaptive jDE Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Symposium on Differential Evolution, 2014

2013

A comprehensive review of firefly algorithms.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2013

Easytime++: A Case Study Of Incremental Domain-Specific Language Development.

[BibT_eX]

[DOI]

Inf. Technol. Control., 2013

A comprehensive review of cuckoo search: variants and hybrids.

[BibT_eX]

[DOI]

Int. J. Math. Model. Numer. Optimisation, 2013

Modified firefly algorithm using quaternion representation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

Hybridization of Evolutionary Algorithms

[BibT_eX]

[DOI]

CoRR, 2013

A Brief Review of Nature-Inspired Algorithms for Optimization.

[BibT_eX]

[DOI]

CoRR, 2013

Comparing various regression methods on ensemble strategies in differential evolution.

[BibT_eX]

[DOI]

CoRR, 2013

Using the quaternion's representation of individuals in swarm intelligence and evolutionary computation.

[BibT_eX]

[DOI]

CoRR, 2013

Graph 3-coloring with a hybrid self-adaptive evolutionary algorithm.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2013

Differential evolution strategies with random forest regression in the bat algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Real Parameter Single Objective Optimization using self-adaptive differential evolution algorithm with more strategies.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Measuring Time in Sporting Competitions with the Domain-Specific Language EasyTime

[BibT_eX]

[DOI]

CoRR, 2012

Upgrading EasyTime: from a textual to a visual language

[BibT_eX]

[DOI]

CoRR, 2012

Concept of drafting detection system in Ironmans

[BibT_eX]

[DOI]

CoRR, 2012

Implementation of EasyTime formal semantics using a LISA compiler generator.

[BibT_eX]

[DOI]

Comput. Sci. Inf. Syst., 2012

A Hybrid Artificial Bee Colony Algorithm for Graph 3-Coloring.

[BibT_eX]

[DOI]

Proceedings of the Swarm and Evolutionary Computation, 2012

Memetic artificial bee colony algorithm for large-scale global optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Self-adaptive differential evolution algorithm with a small and varying population size.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Design and implementation of domain-specific language easytime.

[BibT_eX]

[DOI]

Comput. Lang. Syst. Struct., 2011

Using differential evolution for the graph coloring.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011

Constrained real-parameter optimization using a Differential Evolution algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011

Implementation of a Domain-Specific Language EasyTime using LISA Compiler Generator.

[BibT_eX]

[DOI]

Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

2010

A hybrid self-adaptive evolutionary algorithm for marker optimization in the clothing industry.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2010

Large scale global optimization using self-adaptive differential evolution algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2008

Optimization of markers in clothing industry.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2008

2006

Evolutionary search for optimal combinations of markers in clothing manufacturing.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

2003

Evolutionary Optimization of Markers in Clothes Production.

[BibT_eX]