Olgierd Unold

Orcid: 0000-0003-4722-176X

According to our database1, Olgierd Unold authored at least 76 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Unsupervised Log Sequence Segmentation.
IEEE Access, 2024

2023
D0L-System Inference from a Single Sequence with a Genetic Algorithm.
Inf., 2023

Anticipatory Classifier System With Episode-Based Experience Replay.
IEEE Access, 2023

2022
Internalizing Knowledge for Anticipatory Classifier Systems in Discretized Real-Valued Environments.
IEEE Access, 2022

Preliminary tests of an anticipatory classifier system with experience replay.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021
A Toolbox for Context-Sensitive Grammar Induction by Genetic Search.
Proceedings of the 15th International Conference on Grammatical Inference, 2021

Exact Searching for the Smallest Deterministic Automaton.
Proceedings of the Computational Science - ICCS 2021, 2021

2020
Grammatical Inference by Answer Set Programming.
Proceedings of the Computational Science - ICCS 2020, 2020

IoT-Based Cow Health Monitoring System.
Proceedings of the Computational Science - ICCS 2020, 2020

Visualization of Membership Distribution in Strings Using Heat Maps.
Proceedings of the Artificial Intelligence and Soft Computing, 2020

Unsupervised Statistical Learning of Context-free Grammar.
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Investigating exploration techniques for ACS in discretized real-valued environments.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Unsupervised Grammar Induction for Revealing the Internal Structure of Protein Sequence Motifs.
Proceedings of the Artificial Intelligence in Medicine, 2020

2019
Towards implementing defect prediction in the software development process.
J. Intell. Fuzzy Syst., 2019

Iterative method of generating artificial context-free grammars.
CoRR, 2019

How Implicit Negative Evidence Improve Weighted Context-Free Grammar Induction.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Preliminary tests of a real-valued anticipatory classifier system.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Introducing Action Planning to the Anticipatory Classifier System ACS2.
Proceedings of the Progress in Computer Recognition Systems, 2019

2018
Suffix Classification Trees.
Proceedings of the 14th International Conference on Grammatical Inference, 2018

International Conference on Grammatical Inference 2018: Preface.
Proceedings of the 14th International Conference on Grammatical Inference, 2018

Integrating anticipatory classifier systems with OpenAI gym.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017
Projection-based text line segmentation with a variable threshold.
Int. J. Appl. Math. Comput. Sci., 2017

A Parallel Framework for Multi-Population Cultural Algorithm and Its Applications in TSP.
Proceedings of the Machine Learning, Optimization, and Big Data, 2017

GP-Based Grammatical Inference for Classification of Amyloidogenic Sequences.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2017

2016
How to measure the topological quality of protein grammars?
CoRR, 2016

Use of a Novel Grammatical Inference Approach in Classification of Amyloidogenic Hexapeptides.
Comput. Math. Methods Medicine, 2016

Cultural Ant Colony Optimization on GPUs for Travelling Salesman Problem.
Proceedings of the Machine Learning, Optimization, and Big Data, 2016

Automatic Correction of Utterances from Social Network.
Proceedings of the Third European Network Intelligence Conference, 2016

Sentiment Analysis of Social Networks Statements for the Polish Language.
Proceedings of the Third European Network Intelligence Conference, 2016

2015
A Parallel Consensus Clustering Algorithm.
Proceedings of the Machine Learning, Optimization, and Big Data, 2015

Collaborative filtering recommendation algorithm based on Hadoop and Spark.
Proceedings of the IEEE International Conference on Industrial Technology, 2015

On the Ability of the One-Point Crossover Operator to Search the Space in Genetic Algorithms.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

Real-Valued ACS Classifier System: A Preliminary Study.
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

2014
Induction of Directed Acyclic Word Graph in a Bioinformatics Task.
Proceedings of the 12th International Conference on Grammatical Inference, 2014

2013
Machine learning methods can replace 3D profile method in classification of amyloidogenic hexapeptides.
BMC Bioinform., 2013

On the amyloid datasets used for training PAFIG - how (not) to extend the experimental dataset of hexapeptides.
BMC Bioinform., 2013

Some Remarks on Dynamics of Binary Chromosomes Population.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

2012
Fuzzy Grammar-based Prediction of Amyloidogenic Regions.
Proceedings of the Eleventh International Conference on Grammatical Inference, 2012

On some properties of binary chromosomes and states of artificial immune systems.
Int. J. Data Anal. Tech. Strateg., 2012

Comparison of Data Exploration Methods and the BLUP Method in Application to the Animals Breeding.
Proceedings of the Intelligent Computing Theories and Applications, 2012

2D Discontinuous Function Approximation with Real-Valued Grammar-Based Classifier System.
Proceedings of the Intelligent Computing Technology - 8th International Conference, 2012

Enhancing Recognition of a Weak Class - Comparative Study Based on Biological Population Data Mining.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

Study on the Impact of Affinity on the Results of Data Mining in Biological Populations.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

A GA-Based Wrapper Feature Selection for Animal Breeding Data Mining.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2011
Self-adaptation of learning rate in XCS working in noisy and dynamic environments.
Comput. Hum. Behav., 2011

Machine learning approach to model sport training.
Comput. Hum. Behav., 2011

Mining fuzzy rules using an Artificial Immune System with fuzzy partition learning.
Appl. Soft Comput., 2011

Diagnosis of Cardiac Arrhythmia Using Fuzzy Immune Approach.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011

How to predict future in a world of antibody-antigen chromosomes.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

2010
Self-Adaptive Learning Classifier System.
J. Circuits Syst. Comput., 2010

Learning context-free grammar using improved tabular representation.
Appl. Soft Comput., 2010

Self-adaptation of parameters in a learning classifier system ensemble machine.
Int. J. Appl. Math. Comput. Sci., 2010

Metric properties of populations in artificial immune systems.
Proceedings of the International Multiconference on Computer Science and Information Technology, 2010

Learning Fuzzy Context-Free Grammar - A Preliminary Report.
Proceedings of the Grammatical Inference: Theoretical Results and Applications, 2010

Language evolution, social phenomena.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Fuzzy Immune Approach to Biomedical Data Processing.
Proceedings of the IEEE International Conference on Systems, 2009

Improved (Non)fixed TSS methods for promoter prediction.
Proceedings of the International Multiconference on Computer Science and Information Technology, 2009

2008
Mining knowledge from data using Anticipatory Classifier System.
Knowl. Based Syst., 2008

3D Function Approximation with rGCS Classifier System.
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

Accuracy boosting induction of fuzzy rules with Artificial Immune Systems.
Proceedings of the International Multiconference on Computer Science and Information Technology, 2008

Inducing Regular Languages Using Grammar-Based Classifier System.
Proceedings of the Grammatical Inference: Algorithms and Applications, 2008

Self-Adaptation of Parameters in a XCS-Based Ensemble Machine.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Modified Himmelblau Function Classification with rGCS System.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

2007
Learning Classifier System with Self-adaptive Discovery Mechanism.
Proceedings of the Nature Inspired Cooperative Strategies for Optimization (NICSO 2007), 2007

Real-Valued GCS Classifier System.
Int. J. Appl. Math. Comput. Sci., 2007

GCS with Real-Valued Input.
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007

Learning Classifier System Approach to Natural Language Grammar Induction.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Grammar-Based Classifier System for Recognition of Promoter Regions.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

Learning Context-Free Grammars from Partially Structured Examples: Juxtaposition of GCS with TBL.
Proceedings of the 7th International Conference on Hybrid Intelligent Systems, 2007

Curve, Draft, and Style: Three Steps to the Image.
Proceedings of the Applications of Evolutinary Computing, 2007

2005
Playing a Toy-Grammar with GCS.
Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005

How to use crowding selection in Grammar-based Classifier System.
Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005

2003
Finite-State Molecular Computing.
Proceedings of the Implementation and Application of Automata, 2003

Restriction Enzyme Computation.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Use of Learning Classifier System for Inferring Natural Language Grammar.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003

2001
Evolving Natural Language Parser with Genetic Programming.
Proceedings of the Hybrid Information Systems, 2001


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