Marek Z. Reformat

Orcid: 0000-0003-4783-0717

Affiliations:
  • University of Alberta, Department of Electrical and Computer Engineering, Edmonton, AB, Canada
  • University of Manitoba, Winnipeg, MB, Canada (former, PhD)


According to our database1, Marek Z. Reformat authored at least 152 papers between 1997 and 2024.

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Bibliography

2024
Parametric and Nonparametric Machine Learning Techniques for Increasing Power System Reliability: A Review.
Inf., 2024

Integrating Knowledge Graphs into Distribution Grid Decision Support Systems.
Future Internet, 2024

2023
Human intelligence-based metaverse for co-learning of students and smart machines.
J. Ambient Intell. Humaniz. Comput., 2023

Negated Complementary Commonsense using Large Language Models.
CoRR, 2023

Probabilistic Coarsening for Knowledge Graph Embeddings.
Axioms, 2023

Emotion-based Analysis of Reviews using Knowledge Graph.
Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023

Triple Extraction with Generative Technique for Constructing Weighted Knowledge Graph.
Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023

Knowledge Graph-Based Genetic Fuzzy Agent for Human Intelligence and Machine Co-Learning.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Incremental Cluster Validity Index for Predicting Early Signs of Change in Data Streams.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Diversifying Top-k Answers in a Query by Example Setting.
Proceedings of the Flexible Query Answering Systems - 15th International Conference, 2023

Reinforcement Learning for Topic Models.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Utilizing Language Models to Expand Vision-Based Commonsense Knowledge Graphs.
Symmetry, 2022

Adaptive Fuzzy Neural Agent for Human and Machine Co-learning.
Int. J. Fuzzy Syst., 2022

Super-Prompting: Utilizing Model-Independent Contextual Data to Reduce Data Annotation Required in Visual Commonsense Tasks.
CoRR, 2022

Generating Contextual Weighted Commonsense Knowledge Graphs.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

Human-centric Linguistic Summarization based on Analysis of Correlation between Linguistic Terms.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Hierarchical Topic Modelling for Knowledge Graphs.
Proceedings of the Semantic Web - 19th International Conference, 2022

2021
Semantic Web: Graphs, Imprecision and Knowledge Generation.
Proceedings of the Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications, 2021

AI-Fuzzy Markup Language with Computational Intelligence for High-School Student Learning.
CoRR, 2021

Path Based Hierarchical Clustering on Knowledge Graphs.
CoRR, 2021

Relation Extraction with Sentence Simplification Process and Entity Information.
Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14, 2021

Neural Blockmodeling for Multilayer Networks.
Proceedings of the International Joint Conference on Neural Networks, 2021

Question-Answering System with Linguistic Summarization.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Centroid-based Distance Loss Function for Lamina Segmentation in 3D Ultrasound Spine Volumes.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
FML-Based Reinforcement Learning Agent with Fuzzy Ontology for Human-Robot Cooperative Edutainment.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2020

Fuzzy Linear regression based on approximate Bayesian computation.
Appl. Soft Comput., 2020

Electrical Equipment Identification Method With Synthetic Data Using Edge-Oriented Generative Adversarial Network.
IEEE Access, 2020

Question-Answering System with Linguistic Terms over RDF Knowledge Graphs.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Image-Based World-perceiving Knowledge Graph (WpKG) with Imprecision.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

A Simple Method for Inducing Class Taxonomies in Knowledge Graphs.
Proceedings of the Semantic Web - 17th International Conference, 2020

Fragmentation Coagulation Based Mixed Membership Stochastic Blockmodel.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Drawing on the iPad to input fuzzy sets with an application to linguistic data science.
Inf. Sci., 2019

Selecting an action to satisfy multiple aspects of a system based on uncertain granular observations.
Expert Syst. Appl., 2019

Analysis of Word Embeddings using Fuzzy Clustering.
CoRR, 2019

Computational Intelligence in Modeling Complex Systems and Solving Complex Problems.
Complex., 2019

A Support Vector Regression Based Model Predictive Control for Volt-Var Optimization of Distribution Systems.
IEEE Access, 2019

Deep Dynamic Mixed Membership Stochastic Blockmodel.
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

Link Prediction in Signed Social Networks using Fuzzy Signature.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

OWA-based Summarization of Data using iPad-drawn Concepts.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018
Generation and Reduction of Fuzzy Sets with PG-Means and Fuzzy Similarity Measures.
Proceedings of the Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications, 2018

An Environment for Collective Perception based on Fuzzy and Semantic Approaches.
J. Artif. Intell. Soft Comput. Res., 2018

Defining personalized concepts for XBRL using iPAD-drawn fuzzy sets.
Intell. Syst. Account. Finance Manag., 2018

Knowledge Graphs, Category Theory and Signatures.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

Clustering of Propositions Equipped with Uncertainty.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2018

Multi-level Processing of Sensory Data with Evidence Theory.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017
Feature-driven linguistic-based entity matching in linked data with application in pharmacy.
Soft Comput., 2017

Choquet based TOPSIS and TODIM for dynamic and heterogeneous decision making with criteria interaction.
Inf. Sci., 2017

Ensemble of active contour based image segmentation.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Composition-based Users' matching processes with pythagorean fuzzy sets.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Linked Open Data: Uncertainty in Equivalence of Properties.
Proceedings of the Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 - The 10th Conference of the European Society for Fuzzy Logic and Technology, September 11-15, 2017, Warsaw, Poland IWIFSGN'2017, 2017

Detecting Anomalous Network Traffic Using Evidence Theory.
Proceedings of the Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT- 2017 - The 10th Conference of the European Society for Fuzzy Logic and Technology, September 11-15, 2017, Warsaw, Poland IWIFSGN'2017, 2017

Collective Perception in Smart Tourism Destinations with Rough Sets.
Proceedings of the 3rd IEEE International Conference on Cybernetics, 2017

2016
Learning Processes Based on Data Sources with Certainty Levels in Linked Open Data.
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Application of Granular Computing and Three-way decisions to Analysis of Competing Hypotheses.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Similarity-based method for reduction of fuzzy rules.
Proceedings of the 2016 Annual Conference of the North American Fuzzy Information Processing Society, 2016

Dynamic Analysis of Participatory Learning in Linked Open Data: Certainty and Adaptation.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Linked Opened Data: Conjunctive information and participatory learning process.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Collective awareness in Smart City with Fuzzy Cognitive Maps and Fuzzy sets.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Validation and implementation of fuzzy models using FML-based specifications.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
The Web, Similarity, and Fuzziness.
Proceedings of the Fifty Years of Fuzzy Logic and its Applications, 2015

Evolutionary Reduction of Fuzzy Rule-Based Models.
Proceedings of the Fifty Years of Fuzzy Logic and its Applications, 2015

Soft Computing Techniques for Querying XBRL Data.
Intell. Syst. Account. Finance Manag., 2015

Guest Editor's Introduction.
Int. J. Softw. Eng. Knowl. Eng., 2015

Querying RDF Data with Imprecise Time Phrases.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Constructing Topos from RDF Data.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Controlled imprecision: Fuzzy technology for exploration processes.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2015

Fuzzy-based methods for processing hybrid and temporal data in Linked Open Data environment.
Proceedings of the 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 2015

Greetings.
Proceedings of the 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 2015

Estimating Harvestable Solar Energy from Atmospheric Pressure Using Support Vector Regression.
Proceedings of the 2015 International Conference on Intelligent Networking and Collaborative Systems, 2015

LORI: Linguistically Oriented RDF Interface for Querying Fuzzy Temporal Data.
Proceedings of the Flexible Query Answering Systems 2015, 2015

Participatory Learning in Linked Open Data.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

2014
A study in facial regions saliency: a fuzzy measure approach.
Soft Comput., 2014

Special section: Applications of computational intelligence and machine learning to software engineering.
Inf. Sci., 2014

Fuzziness and Ontology in Personalization of Selection Processes in the Semantic Web.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Fuzzy-Based Mechanisms for Selection and Recommendation Processes.
Proceedings of the Recent Developments and New Direction in Soft-Computing Foundations and Applications, 2014

Suggesting Recommendations Using Pythagorean Fuzzy Sets illustrated Using Netflix Movie Data.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Learning Categories from Linked Open Data.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Modelling of Experienced-Based Data in Linked Data Environment.
Proceedings of the 2014 International Conference on Intelligent Networking and Collaborative Systems, 2014

Extending FML with evolving capabilities through a scripting language approach.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013
Learning Techniques in Presence of Uncertainty.
Proceedings of the Soft Computing: State of the Art Theory and Novel Applications, 2013

Looking for Like-Minded Individuals in Social Networks Using Tagging and E Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2013

Local descriptors in application to the aging problem in face recognition.
Pattern Recognit., 2013

Local descriptors and similarity measures for frontal face recognition: A comparative analysis.
J. Vis. Commun. Image Represent., 2013

Context-aware similarity assessment within semantic space formed in linked data.
J. Ambient Intell. Humaniz. Comput., 2013

Assessment of semantic similarity of concepts defined in ontology.
Inf. Sci., 2013

Soft Computing for Intelligent Web.
Int. J. Intell. Syst., 2013

Analysis and design of rank-based classifiers.
Expert Syst. Appl., 2013

Fuzzy semantic similarity in linked data using wikipedia infobox.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Using tagging in social networks to find groups of compatible users.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Interval-based analysis of BOCR (benefits, opportunities, costs and risks) models evaluated by multiple experts.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Combining Fuzzy Ontology Reasoning and Mamdani Fuzzy Inference System with HyFOM Reasoner.
Proceedings of the Enterprise Information Systems - 15th International Conference, 2013

HyFOM Reasoner: Hybrid Integration of Fuzzy Ontology and Mamdani Reasoning.
Proceedings of the ICEIS 2013, 2013

T2R: System for Converting Textual Documents into RDF Triples.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2013

A FML-based hybrid reasoner combining fuzzy ontology and Mamdani inference.
Proceedings of the FUZZ-IEEE 2013, 2013

Fuzziness and Semantic Web Technologies in Personalized eLearning.
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013

Uncertainty and Knowledge Repositories in the Web of Data.
Proceedings of the On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 2, 2013

2012
Ontology-based framework for reasoning with fuzzy temporal data.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Multi-Objective Optimization of Fuzzy Neural Networks for Software Modeling.
Proceedings of the 24th International Conference on Software Engineering & Knowledge Engineering (SEKE'2012), 2012

Determining Affinity of Users in Social Networks Using Fuzzy Sets.
Proceedings of the Advances on Computational Intelligence, 2012

Assimilation of Information in RDF-Based Knowledge Base.
Proceedings of the Advances in Computational Intelligence, 2012

Feature-based similarity assessment in ontology using fuzzy set theory.
Proceedings of the FUZZ-IEEE 2012, 2012

2011
Using a web Personal Evaluation Tool - PET for lexicographic multi-criteria service selection.
Knowl. Based Syst., 2011

Tag-based fuzzy sets for criteria evaluation in on-line selection processes.
J. Ambient Intell. Humaniz. Comput., 2011

Human-inspired Identification of High-level Concepts using OWA and Linguistic Quantifiers.
Int. J. Comput. Commun. Control, 2011

Criteria of Human Software Evaluation: Feature Selection Approach.
Proceedings of the 23rd International Conference on Software Engineering & Knowledge Engineering (SEKE'2011), 2011

Fuzziness, OWA and linguistic quantifiers for web selection processes.
Proceedings of the FUZZ-IEEE 2011, 2011

2010
A schema for ontology-based concept definition and identification.
Int. J. Comput. Appl. Technol., 2010

Editorial.
Int. J. Approx. Reason., 2010

WebPET: An Online Tool for Lexicographic Decision Making.
IEEE Intell. Syst., 2010

Using fuzzy sets to model information provided by social tagging.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Identification of Pleonastic It Using the Web.
J. Artif. Intell. Res., 2009

Ontological approach to development of computing with words based systems.
Int. J. Approx. Reason., 2009

Updating user profile using ontology-based semantic similarity.
Proceedings of the FUZZ-IEEE 2009, 2009

Identification of Web Information using Concept Hierarchies and On-line Updates of Concept Importance.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008
Building ensemble classifiers using belief functions and OWA operators.
Soft Comput., 2008

On the possibilities of (pseudo-) software cloning from external interactions.
Soft Comput., 2008

Aggregation of classifiers based on image transformations in biometric face recognition.
Mach. Vis. Appl., 2008

Ontology Enhanced Concept Hierarchies for Text Identification.
Int. J. Semantic Web Inf. Syst., 2008

A tree-projection-based algorithm for multi-label recurrent-item associative-classification rule generation.
Data Knowl. Eng., 2008

Fuzziness in the Semantic Web: Survey and Future Directions.
Proceedings of the Twentieth International Conference on Software Engineering & Knowledge Engineering (SEKE'2008), 2008

Use of OWL 2 to Facilitate a Biomedical Knowledge Base Extracted from the GENIA Corpus.
Proceedings of the Fifth OWLED Workshop on OWL: Experiences and Directions, 2008

2007
Introduction to the special issue on: "Software Quality Improvements and Estimations with Intelligence-based Methods".
Softw. Qual. J., 2007

Genetic algorithms for hardware-software partitioning and optimal resource allocation.
J. Syst. Archit., 2007

Empirical evaluation of optimization algorithms when used in goal-oriented automated test data generation techniques.
Empir. Softw. Eng., 2007

A practical approach to testing GUI systems.
Empir. Softw. Eng., 2007

A practical method for the software fault-prediction.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

Mathematical Framework for Generalization and Instantiation of Knowledge.
Proceedings of the ICSOFT 2007, 2007

Classification of Cell Membrane Proteins.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

2006
OR/AND neurons and the development of interpretable logic models.
IEEE Trans. Neural Networks, 2006

Hierarchical FCM in a stepwise discovery of structure in data.
Soft Comput., 2006

Deterioration of visual information in face classification using Eigenfaces and Fisherfaces.
Mach. Vis. Appl., 2006

Immune programming.
Inf. Sci., 2006

Automatic test data generation using genetic algorithm and program dependence graphs.
Inf. Softw. Technol., 2006

Software Maintenance: Similarity and Inclusion of Rules in Knowledge Extraction.
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

2005
A fuzzy-based multimodel system for reasoning about the number of software defects.
Int. J. Intell. Syst., 2005

Genetic learning of fuzzy cognitive maps.
Fuzzy Sets Syst., 2005

Genetically optimized logic models.
Fuzzy Sets Syst., 2005

Isolation of software defects: extracting knowledge with confidence.
Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005

Multi-label associative classification of medical documents from MEDLINE.
Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005

Evolutionary Development of Fuzzy Cognitive Maps.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004
Building a software experience factory using granular-based models.
Fuzzy Sets Syst., 2004

Cascade Architectures of Fuzzy Neural Networks.
Fuzzy Optim. Decis. Mak., 2004

Human Perception of Software Complexity: Knowledge Discovery from Software Data.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Genetic Algorithms in Hardware-Software Partitioning.
Proceedings of the International Conference on Engineering of Reconfigurable Systems and Algorithms, 2004

2003
Evolutionary fuzzy modeling.
IEEE Trans. Fuzzy Syst., 2003

Software quality analysis with the use of computational intelligence.
Inf. Softw. Technol., 2003

A Fuzzy-Based Meta-model for Reasoning about Number of Software Defects.
Proceedings of the Fuzzy Sets and Systems - IFSA 2003, 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, June 30, 2003

Analysis of Software Maintenance Data Using Multi-Technique Approach.
Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003

Experiments in Automatic Programming for General Purposes.
Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003

2001
Analysis of Software Engineering Data Using Computational Intelligence Techniques.
Proceedings of the 7th International Conference on Object Oriented Information Systems, 2001

1997
Rule-based modeling of nonlinear relationships.
IEEE Trans. Fuzzy Syst., 1997

Rule-based models of multivariable functions.
Fuzzy Sets Syst., 1997


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