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ORCIDMarek Z. Reformat
Marek Zenon Reformat
Person information
- affiliation: University of Alberta, Department of Electrical and Computer Engineering, Edmonton, AB, Canada
- affiliation (former, PhD): University of Manitoba, Winnipeg, MB, Canada
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2020 – today
- 2025
[j63]Mohammed Humayun Kabir, Marek Z. Reformat, Sarah Southon Hryniuk, Kyle Stampe, Edmond Lou
:
Validity of machine learning algorithms for automatically extract growing rod length on radiographs in children with early-onset scoliosis. Medical Biol. Eng. Comput. 63(1): 101-110 (2025)- 2024
- [j62]Yashar Kor, Liang Tan, Petr Musilek, Marek Z. Reformat:
Integrating Knowledge Graphs into Distribution Grid Decision Support Systems. Future Internet 16(1): 2 (2024) - [j61]Fariha Imam, Petr Musilek, Marek Z. Reformat:
Parametric and Nonparametric Machine Learning Techniques for Increasing Power System Reliability: A Review. Inf. 15(1): 37 (2024) - [j60]Chang-Shing Lee, Mei-Hui Wang, Chih-Yu Chen, Sheng-Chi Yang, Marek Z. Reformat, Naoyuki Kubota, Amir Pourabdollah:
Integrating quantum CI and generative AI for Taiwanese/English co-learning. Quantum Mach. Intell. 6(2): 64 (2024) - [j59]Xuemin Lu, Wei Quan, Marek Z. Reformat, Haiquan Zhao, Jim X. Chen:
SiamMAST: Siamese motion-aware spatio-temporal network for video action recognition. Vis. Comput. 40(5): 3163-3181 (2024) - [c90]Omar A. Ibrahim, Jianxi Wang, Marek Z. Reformat, Petr Musilek, James C. Bezdek:
Generalized Deep Embedded Fuzzy C-Means for Clustering High-Dimensional Data. FUZZ 2024: 1-8 - [c89]Chang-Shing Lee, Mei-Hui Wang, Chih-Yu Chen, Yu-Hsiang Lee, Guan-Ying Tseng, Sheng-Chi Yang, Marek Z. Reformat:
Transformer-Based Semantic SBERT Robot with CI Mechanism for Students and Machine Co-Learning. FUZZ 2024: 1-8 - [c88]Zahra Ebrahimi Jouibari, Hosein Navaei Moakhkhar, Marek Z. Reformat:
GameMentor: Customized Tutorial for Video Games. HSI 2024: 1-6 - [c87]Yongfan Wang, Ronald R. Yager, Marek Z. Reformat:
Similarity of Concepts in Weighted Knowledge Graphs. IPMU (1) 2024: 175-188 - [c86]Chang-Shing Lee, Mei-Hui Wang, Guan-Ying Tseng, Chao-Cyuan Yue, Hao-Chun Hsieh, Marek Z. Reformat:
Cao Robot for Taiwanese/English Knowledge Graph Application. O-COCOSDA 2024: 1-6 - [e14]Marie-Jeanne Lesot, Susana M. Vieira, Marek Z. Reformat, João Paulo Carvalho, Fernando Batista, Bernadette Bouchon-Meunier, Ronald R. Yager:
Information Processing and Management of Uncertainty in Knowledge-Based Systems - 20th International Conference, IPMU 2024, Lisbon, Portugal, July 22-26, 2024, Proceedings, Volume 1. Lecture Notes in Networks and Systems 1174, Springer 2024, ISBN 978-3-031-74002-2 [contents] - [i9]Marcin Pietrasik, Marek Z. Reformat, Anna Wilbik:
Hierarchical Blockmodelling for Knowledge Graphs. CoRR abs/2408.15649 (2024) - 2023
- [j58]Marcin Pietrasik, Marek Z. Reformat:
Probabilistic Coarsening for Knowledge Graph Embeddings. Axioms 12(3): 275 (2023) - [j57]Chang-Shing Lee, Mei-Hui Wang, Marek Z. Reformat, Sheng-Hui Huang:
Human intelligence-based metaverse for co-learning of students and smart machines. J. Ambient Intell. Humaniz. Comput. 14(6): 7695-7718 (2023) - [c85]Jeremy Costello, Marek Z. Reformat:
Reinforcement Learning for Topic Models. ACL (Findings) 2023: 4332-4351 - [c84]Grégory Smits, Marie-Jeanne Lesot, Olivier Pivert, Marek Z. Reformat:
Diversifying Top-k Answers in a Query by Example Setting. FQAS 2023: 15-26 - [c83]Omar A. Ibrahim, Marek Z. Reformat, Petr Musilek:
Incremental Cluster Validity Index for Predicting Early Signs of Change in Data Streams. FUZZ 2023: 1-7 - [c82]Chang-Shing Lee, Mei-Hui Wang, Chih-Yu Chen, Marek Z. Reformat, Yusuke Nojima, Naoyuki Kubota:
Knowledge Graph-Based Genetic Fuzzy Agent for Human Intelligence and Machine Co-Learning. FUZZ 2023: 1-6 - [c81]Marek Z. Reformat, Liang Tan, Giuseppe D'Aniello, Matteo Gaeta:
Emotion-based Analysis of Reviews using Knowledge Graph. WI/IAT 2023: 80-87 - [c80]Mohammad Sahand Parniani, Marek Z. Reformat:
Triple Extraction with Generative Technique for Constructing Weighted Knowledge Graph. WI/IAT 2023: 127-134 - [i8]Jeremy Costello, Marek Z. Reformat:
Reinforcement Learning for Topic Models. CoRR abs/2305.04843 (2023) - [i7]Navid Rezaei, Marek Z. Reformat:
Negated Complementary Commonsense using Large Language Models. CoRR abs/2307.06794 (2023) - 2022
- [j56]Chang-Shing Lee, Yi-Lin Tsai, Mei-Hui Wang, Sheng-Hui Huang, Marek Z. Reformat, Naoyuki Kubota:
Adaptive Fuzzy Neural Agent for Human and Machine Co-learning. Int. J. Fuzzy Syst. 24(2): 778-798 (2022) - [j55]Navid Rezaei, Marek Z. Reformat:
Utilizing Language Models to Expand Vision-Based Commonsense Knowledge Graphs. Symmetry 14(8): 1715 (2022) - [c79]Yujia Zhang, Marcin Pietrasik, Wenjie Xu, Marek Z. Reformat:
Hierarchical Topic Modelling for Knowledge Graphs. ESWC 2022: 270-286 - [c78]Nhuan D. To, Marek Z. Reformat, Dang Q. Thang, Ronald R. Yager:
Human-centric Linguistic Summarization based on Analysis of Correlation between Linguistic Terms. FUZZ-IEEE 2022: 1-7 - [c77]Navid Rezaei, Marek Z. Reformat, Ronald R. Yager:
Generating Contextual Weighted Commonsense Knowledge Graphs. IPMU (1) 2022: 593-606 - [c76]Jason Wong, Marek Z. Reformat, Edmond Lou:
Fully Automatic Axial Vertebral Rotation Measurement of Children with Scoliosis Using Convolutional Neural Networks. MICAD 2022: 269-280 - [e13]Marek Z. Reformat, Du Zhang, Nikolaos G. Bourbakis:
34th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2022, Macao, China, October 31 - November 2, 2022. IEEE 2022, ISBN 979-8-3503-9744-4 [contents] - [i6]Navid Rezaei, Marek Z. Reformat:
Super-Prompting: Utilizing Model-Independent Contextual Data to Reduce Data Annotation Required in Visual Commonsense Tasks. CoRR abs/2204.11922 (2022) - 2021
- [c75]Jason Wong, Solvin Sigurdson, Marek Z. Reformat, Edmond Lou:
Centroid-based Distance Loss Function for Lamina Segmentation in 3D Ultrasound Spine Volumes. EMBC 2021: 1723-1726 - [c74]Nhuan D. To, Marek Z. Reformat, Ronald R. Yager:
Question-Answering System with Linguistic Summarization. FUZZ-IEEE 2021: 1-8 - [c73]Marcin Pietrasik, Marek Z. Reformat:
Neural Blockmodeling for Multilayer Networks. IJCNN 2021: 1-8 - [c72]Mohammad Sahand Parniani, Marek Z. Reformat:
Relation Extraction with Sentence Simplification Process and Entity Information. WI/IAT 2021: 635-640 - [p5]Marek Z. Reformat:
Semantic Web: Graphs, Imprecision and Knowledge Generation. Fuzzy Approaches for Soft Computing and Approximate Reasoning 2021: 271-283 - [i5]Marcin Pietrasik, Marek Z. Reformat:
Path Based Hierarchical Clustering on Knowledge Graphs. CoRR abs/2109.13178 (2021) - [i4]Chang-Shing Lee, Mei-Hui Wang, Yusuke Nojima, Marek Z. Reformat, Leo Guo:
AI-Fuzzy Markup Language with Computational Intelligence for High-School Student Learning. CoRR abs/2112.01228 (2021) - 2020
- [j54]Zhewen Niu, Marek Z. Reformat, Wenhu Tang, Baining Zhao:
Electrical Equipment Identification Method With Synthetic Data Using Edge-Oriented Generative Adversarial Network. IEEE Access 8: 136487-136497 (2020) - [j53]Ning Wang, Marek Z. Reformat, Wen Yao, Yong Zhao, Xiaoqian Chen:
Fuzzy Linear regression based on approximate Bayesian computation. Appl. Soft Comput. 97(Part): 106763 (2020) - [j52]Chang-Shing Lee, Mei-Hui Wang, Yi-Lin Tsai, Wei-Shan Chang, Marek Z. Reformat, Giovanni Acampora, Naoyuki Kubota:
FML-Based Reinforcement Learning Agent with Fuzzy Ontology for Human-Robot Cooperative Edutainment. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 28(6): 1023-1060 (2020) - [c71]Zheng Yu, Xuhui Fan, Marcin Pietrasik, Marek Z. Reformat:
Fragmentation Coagulation Based Mixed Membership Stochastic Blockmodel. AAAI 2020: 6704-6711 - [c70]Marcin Pietrasik, Marek Z. Reformat:
A Simple Method for Inducing Class Taxonomies in Knowledge Graphs. ESWC 2020: 53-68 - [c69]Navid Rezaei, Marek Z. Reformat, Ronald R. Yager:
Image-Based World-perceiving Knowledge Graph (WpKG) with Imprecision. IPMU (1) 2020: 415-428 - [c68]Nhuan D. To, Marek Z. Reformat:
Question-Answering System with Linguistic Terms over RDF Knowledge Graphs. SMC 2020: 4236-4243 - [e12]Marie-Jeanne Lesot, Susana M. Vieira, Marek Z. Reformat, João Paulo Carvalho, Anna Wilbik, Bernadette Bouchon-Meunier, Ronald R. Yager:
Information Processing and Management of Uncertainty in Knowledge-Based Systems - 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15-19, 2020, Proceedings, Part I. Communications in Computer and Information Science 1237, Springer 2020, ISBN 978-3-030-50145-7 [contents] - [e11]Marie-Jeanne Lesot, Susana M. Vieira, Marek Z. Reformat, João Paulo Carvalho, Anna Wilbik, Bernadette Bouchon-Meunier, Ronald R. Yager:
Information Processing and Management of Uncertainty in Knowledge-Based Systems - 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15-19, 2020, Proceedings, Part II. Communications in Computer and Information Science 1238, Springer 2020, ISBN 978-3-030-50142-6 [contents] - [e10]Marie-Jeanne Lesot, Susana M. Vieira, Marek Z. Reformat, João Paulo Carvalho, Anna Wilbik, Bernadette Bouchon-Meunier, Ronald R. Yager:
Information Processing and Management of Uncertainty in Knowledge-Based Systems - 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15-19, 2020, Proceedings, Part III. Communications in Computer and Information Science 1239, Springer 2020, ISBN 978-3-030-50152-5 [contents] - [i3]Zheng Yu, Xuhui Fan, Marcin Pietrasik, Marek Z. Reformat:
Fragmentation Coagulation Based Mixed Membership Stochastic Blockmodel. CoRR abs/2002.00901 (2020)
2010 – 2019
- 2019
- [j51]Ebrahim Pourjafari, Marek Z. Reformat:
A Support Vector Regression Based Model Predictive Control for Volt-Var Optimization of Distribution Systems. IEEE Access 7: 93352-93363 (2019) - [j50]László T. Kóczy, Jesús Medina, Marek Z. Reformat, Kok Wai Wong, Jin Hee Yoon:
Computational Intelligence in Modeling Complex Systems and Solving Complex Problems. Complex. 2019: 7606715:1-7606715:6 (2019) - [j49]Ronald R. Yager, Marek Z. Reformat:
Selecting an action to satisfy multiple aspects of a system based on uncertain granular observations. Expert Syst. Appl. 126: 1-8 (2019) - [j48]Ronald R. Yager, Marek Z. Reformat, Nhuan D. To:
Drawing on the iPad to input fuzzy sets with an application to linguistic data science. Inf. Sci. 479: 277-291 (2019) - [c67]D. Nhuan, Marek Z. Reformat, Ronald R. Yager:
OWA-based Summarization of Data using iPad-drawn Concepts. FUZZ-IEEE 2019: 1-6 - [c66]Giuseppe D'Aniello, Matteo Gaeta, Marek Z. Reformat, Filippo Troisi:
Link Prediction in Signed Social Networks using Fuzzy Signature. SMC 2019: 2524-2529 - [c65]Zheng Yu, Marcin Pietrasik, Marek Z. Reformat:
Deep Dynamic Mixed Membership Stochastic Blockmodel. WI 2019: 141-148 - [e9]Ralph Baker Kearfott, Ildar Z. Batyrshin, Marek Z. Reformat, Martine Ceberio, Vladik Kreinovich:
Fuzzy Techniques: Theory and Applications - Proceedings of the 2019 Joint World Congress of the International Fuzzy Systems Association and the Annual Conference of the North American Fuzzy Information Processing Society IFSA/NAFIPS'2019 (Lafayette, Louisiana, USA, June 18-21, 2019). Advances in Intelligent Systems and Computing 1000, Springer 2019, ISBN 978-3-030-21919-2 [contents] - [i2]Shahin Atakishiyev, Marek Z. Reformat:
Analysis of Word Embeddings using Fuzzy Clustering. CoRR abs/1907.07672 (2019) - 2018
- [j47]Marek Z. Reformat, Ronald R. Yager, Nhuan D. To:
Defining personalized concepts for XBRL using iPAD-drawn fuzzy sets. Intell. Syst. Account. Finance Manag. 25(2): 73-85 (2018) - [j46]Giuseppe D'Aniello, Matteo Gaeta, Francesca Loia, Marek Z. Reformat, Daniele Toti:
An Environment for Collective Perception based on Fuzzy and Semantic Approaches. J. Artif. Intell. Soft Comput. Res. 8(3): 191-210 (2018) - [c64]Marek Z. Reformat, Ronald R. Yager, Majid RobatJazi:
Multi-level Processing of Sensory Data with Evidence Theory. FUZZ-IEEE 2018: 1-6 - [c63]Marek Z. Reformat, Jesse Xi Chen, Ronald R. Yager:
Clustering of Propositions Equipped with Uncertainty. IPMU (3) 2018: 715-726 - [c62]Marek Z. Reformat, Giuseppe D'Aniello, Matteo Gaeta:
Knowledge Graphs, Category Theory and Signatures. WI 2018: 480-487 - [p4]Arturo Garcia-Garcia, Andres Mendez-Vazquez, Marek Z. Reformat:
Generation and Reduction of Fuzzy Sets with PG-Means and Fuzzy Similarity Measures. Fuzzy Logic Augmentation of Neural and Optimization Algorithms 2018: 287-307 - [e8]Patricia Melin, Oscar Castillo, Janusz Kacprzyk, Marek Z. Reformat, William Melek:
Fuzzy Logic in Intelligent System Design - Theory and Applications [North American Fuzzy Information Processing Society Annual Conference, NAFIPS 2017, 16-18 October, 2017, Cancun, Mexico]. Advances in Intelligent Systems and Computing 648, Springer 2018, ISBN 978-3-319-67136-9 [contents] - [e7]Lotfi A. Zadeh, Ronald R. Yager, Shahnaz N. Shahbazova, Marek Z. Reformat, Vladik Kreinovich:
Recent Developments and the New Direction in Soft-Computing Foundations and Applications - Selected Papers from the 6th World Conference on Soft Computing, May 22-25, 2016, Berkeley, USA. Studies in Fuzziness and Soft Computing 361, Springer 2018, ISBN 978-3-319-75407-9 [contents] - 2017
- [j45]Rodolfo Lourenzutti, Renato A. Krohling, Marek Z. Reformat:
Choquet based TOPSIS and TODIM for dynamic and heterogeneous decision making with criteria interaction. Inf. Sci. 408: 41-69 (2017) - [j44]Parisa D. Hossein Zadeh, Mahsa D. Hossein Zadeh, Marek Z. Reformat:
Feature-driven linguistic-based entity matching in linked data with application in pharmacy. Soft Comput. 21(2): 353-368 (2017) - [c61]Giuseppe D'Aniello, Matteo Gaeta, Marek Z. Reformat:
Collective Perception in Smart Tourism Destinations with Rough Sets. CYBCONF 2017: 1-6 - [c60]Nhuan D. To, Marek Z. Reformat, Ronald R. Yager:
Linked Open Data: Uncertainty in Equivalence of Properties. EUSFLAT/IWIFSGN (3) 2017: 418-429 - [c59]Ahmed Mattar, Marek Z. Reformat:
Detecting Anomalous Network Traffic Using Evidence Theory. EUSFLAT/IWIFSGN (2) 2017: 493-504 - [c58]Marek Z. Reformat, Ronald R. Yager:
Composition-based Users' matching processes with pythagorean fuzzy sets. FUZZ-IEEE 2017: 1-6 - [c57]Wei Xu, Xiaodong Yue, Yufei Chen, Marek Z. Reformat:
Ensemble of active contour based image segmentation. ICIP 2017: 86-90 - 2016
- [c56]Marek Z. Reformat, Ronald R. Yager:
Linked Opened Data: Conjunctive information and participatory learning process. FUZZ-IEEE 2016: 1059-1066 - [c55]Mehran Panahi Akhavan, Majid RobatJazi, Marek Z. Reformat:
Validation and implementation of fuzzy models using FML-based specifications. FUZZ-IEEE 2016: 1088-1095 - [c54]Giuseppe D'Aniello, Angelo Gaeta, Matteo Gaeta, Vincenzo Loia, Marek Z. Reformat:
Collective awareness in Smart City with Fuzzy Cognitive Maps and Fuzzy sets. FUZZ-IEEE 2016: 1554-1561 - [c53]Marek Z. Reformat, Ronald R. Yager, Jesse Xi Chen:
Dynamic Analysis of Participatory Learning in Linked Open Data: Certainty and Adaptation. IPMU (2) 2016: 667-677 - [c52]Arturo Garcia-Garcia, Marek Z. Reformat, Andres Mendez-Vazquez:
Similarity-based method for reduction of fuzzy rules. NAFIPS 2016: 1-6 - [c51]Giuseppe D'Aniello, Angelo Gaeta, Matteo Gaeta, Vincenzo Loia, Marek Z. Reformat:
Application of Granular Computing and Three-way decisions to Analysis of Competing Hypotheses. SMC 2016: 1650-1655 - [c50]Jesse Xi Chen, Marek Z. Reformat, Ronald R. Yager:
Learning Processes Based on Data Sources with Certainty Levels in Linked Open Data. WI 2016: 429-434 - [e6]Lotfi A. Zadeh, Ali M. Abbasov, Ronald R. Yager, Shahnaz N. Shahbazova, Marek Z. Reformat:
Recent Developments and New Direction in Soft-Computing Foundations and Applications - Selected Papers from the 4th World Conference on Soft Computing, May 25-27, 2014, Berkeley, CA, USA. Studies in Fuzziness and Soft Computing 342, Springer 2016, ISBN 978-3-319-32227-8 [contents] - 2015
- [j43]Marek Z. Reformat:
Guest Editor's Introduction. Int. J. Softw. Eng. Knowl. Eng. 25(1): 1-4 (2015) - [j42]Marek Z. Reformat, Ronald R. Yager:
Soft Computing Techniques for Querying XBRL Data. Intell. Syst. Account. Finance Manag. 22(3): 179-199 (2015) - [c49]Marek Z. Reformat, Ronald R. Yager:
Participatory Learning in Linked Open Data. IFSA-EUSFLAT 2015 - [c48]Majid RobatJazi, Marek Z. Reformat, Witold Pedrycz, Petr Musílek:
LORI: Linguistically Oriented RDF Interface for Querying Fuzzy Temporal Data. FQAS 2015: 337-352 - [c47]Pavel Krömer, Petr Musílek, James Rodway, Marek Z. Reformat, Michal Prauzek:
Estimating Harvestable Solar Energy from Atmospheric Pressure Using Support Vector Regression. INCoS 2015: 192-199 - [c46]William Melek, Barnabás Bede, Luciano Stefanini, Vladik Kreinovich, Marek Z. Reformat:
Greetings. NAFIPS/WConSC 2015: 1 - [c45]Marek Z. Reformat:
Fuzzy-based methods for processing hybrid and temporal data in Linked Open Data environment. NAFIPS/WConSC 2015: 1-2 - [c44]Marek Z. Reformat:
Controlled imprecision: Fuzzy technology for exploration processes. TAAI 2015: 27 - [c43]Majid RobatJazi, Marek Z. Reformat, Witold Pedrycz, Petr Musílek:
Querying RDF Data with Imprecise Time Phrases. WI-IAT (1) 2015: 445-450 - [c42]Marek Z. Reformat, Tim Put:
Constructing Topos from RDF Data. WI-IAT (1) 2015: 451-456 - [p3]Witold Pedrycz, Kuwen Li, Marek Z. Reformat:
Evolutionary Reduction of Fuzzy Rule-Based Models. Fifty Years of Fuzzy Logic and its Applications 2015: 459-481 - [p2]Parisa D. Hossein Zadeh, Marek Z. Reformat:
The Web, Similarity, and Fuzziness. Fifty Years of Fuzzy Logic and its Applications 2015: 519-536 - [e5]José Maria Alonso, Humberto Bustince, Marek Z. Reformat:
2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), Gijón, Spain., June 30, 2015. Atlantis Press 2015, ISBN 978-94-62520-77-6 [contents] - [e4]Ronald R. Yager, Marek Z. Reformat, Naif Alajlan:
Intelligent Methods for Cyber Warfare. Studies in Computational Intelligence 563, Springer 2015, ISBN 978-3-319-08623-1 [contents] - 2014
- [j41]Marek Z. Reformat:
Guest Editor's Introduction. Int. J. Softw. Eng. Knowl. Eng. 24(10): 1383-1386 (2014) - [j40]Marek Z. Reformat:
Special section: Applications of computational intelligence and machine learning to software engineering. Inf. Sci. 259: 393-395 (2014) - [j39]Pawel Karczmarek, Witold Pedrycz, Marek Z. Reformat, Elaheh Akhoundi:
A study in facial regions saliency: a fuzzy measure approach. Soft Comput. 18(2): 379-391 (2014) - [c41]Giovanni Acampora, Marek Z. Reformat, Autilia Vitiello:
Extending FML with evolving capabilities through a scripting language approach. FUZZ-IEEE 2014: 857-864 - [c40]Jesse Xi Chen, Marek Z. Reformat:
Modelling of Experienced-Based Data in Linked Data Environment. INCoS 2014: 731-736 - [c39]Jesse Xi Chen, Marek Z. Reformat:
Learning Categories from Linked Open Data. IPMU (3) 2014: 396-405 - [c38]Marek Z. Reformat, Ronald R. Yager:
Suggesting Recommendations Using Pythagorean Fuzzy Sets illustrated Using Netflix Movie Data. IPMU (1) 2014: 546-556 - [c37]Ronald R. Yager, Marek Z. Reformat:
Fuzzy-Based Mechanisms for Selection and Recommendation Processes. WCSC 2014: 197-220 - [c36]Marek Z. Reformat, Cuong Ly, Petr Musílek:
Fuzziness and Ontology in Personalization of Selection Processes in the Semantic Web. WI-IAT (2) 2014: 237-244 - [e3]Marek Z. Reformat:
The 26th International Conference on Software Engineering and Knowledge Engineering, Hyatt Regency, Vancouver, BC, Canada, July 1-3, 2013. Knowledge Systems Institute Graduate School 2014 [contents] - [i1]Yifan Li, Petr Musílek, Marek Z. Reformat, Loren Wyard-Scott:
Identification of Pleonastic It Using the Web. CoRR abs/1401.5698 (2014) - 2013
- [j38]Michal Bereta, Witold Pedrycz, Marek Z. Reformat:
Analysis and design of rank-based classifiers. Expert Syst. Appl. 40(8): 3256-3265 (2013) - [j37]Marek Z. Reformat:
Soft Computing for Intelligent Web. Int. J. Intell. Syst. 28(1): 1-3 (2013) - [j36]Parisa D. Hossein Zadeh, Marek Z. Reformat:
Assessment of semantic similarity of concepts defined in ontology. Inf. Sci. 250: 21-39 (2013) - [j35]Parisa D. Hossein Zadeh, Marek Z. Reformat:
Context-aware similarity assessment within semantic space formed in linked data. J. Ambient Intell. Humaniz. Comput. 4(4): 515-532 (2013) - [j34]Michal Bereta, Witold Pedrycz, Marek Z. Reformat:
Local descriptors and similarity measures for frontal face recognition: A comparative analysis. J. Vis. Commun. Image Represent. 24(8): 1213-1231 (2013) - [j33]Michal Bereta, Pawel Karczmarek, Witold Pedrycz, Marek Z. Reformat:
Local descriptors in application to the aging problem in face recognition. Pattern Recognit. 46(10): 2634-2646 (2013) - [j32]Ronald R. Yager, Marek Z. Reformat:
Looking for Like-Minded Individuals in Social Networks Using Tagging and E Fuzzy Sets. IEEE Trans. Fuzzy Syst. 21(4): 672-687 (2013) - [c35]Marek Z. Reformat:
Uncertainty and Knowledge Repositories in the Web of Data. On Fuzziness (2) 2013: 573-578 - [c34]Marek Z. Reformat, Patricia M. Boechler:
Fuzziness and Semantic Web Technologies in Personalized eLearning. EUSFLAT Conf. 2013 - [c33]Cristiane A. Yaguinuma, Marilde Terezinha Prado Santos, Heloisa A. Camargo, Marek Z. Reformat:
A FML-based hybrid reasoner combining fuzzy ontology and Mamdani inference. FUZZ-IEEE 2013: 1-8 - [c32]Kimia Hassanzadeh, Marek Z. Reformat, Witold Pedrycz, Iqbal Jamal, John Berezowski:
T2R: System for Converting Textual Documents into RDF Triples. Web Intelligence/IAT Workshops 2013: 221-228 - [c31]Cristiane A. Yaguinuma, Walter C. P. Magalhães Jr., Marilde Terezinha Prado Santos, Heloisa A. Camargo, Marek Z. Reformat:
Combining Fuzzy Ontology Reasoning and Mamdani Fuzzy Inference System with HyFOM Reasoner. ICEIS 2013: 174-189 - [c30]Cristiane A. Yaguinuma, Walter C. P. Magalhães Jr., Marilde Terezinha Prado Santos, Heloisa A. Camargo, Marek Z. Reformat:
HyFOM Reasoner: Hybrid Integration of Fuzzy Ontology and Mamdani Reasoning. ICEIS (1) 2013: 370-378 - [c29]K. Krishna Mohan, Marek Z. Reformat, Witold Pedrycz:
Interval-based analysis of BOCR (benefits, opportunities, costs and risks) models evaluated by multiple experts. IFSA/NAFIPS 2013: 244-250 - [c28]Parisa D. Hossein Zadeh, Marek Z. Reformat:
Fuzzy semantic similarity in linked data using wikipedia infobox. IFSA/NAFIPS 2013: 395-400 - [c27]Marek Z. Reformat, Ronald R. Yager:
Using tagging in social networks to find groups of compatible users. IFSA/NAFIPS 2013: 697-702 - [p1]Parisa D. Hossein Zadeh, Marek Z. Reformat:
Learning Techniques in Presence of Uncertainty. Soft Computing: State of the Art Theory and Novel Applications 2013: 129-143 - [e2]Ronald R. Yager, Ali M. Abbasov, Marek Z. Reformat, Shahnaz N. Shahbazova:
Soft Computing: State of the Art Theory and Novel Applications. Studies in Fuzziness and Soft Computing 291, Springer 2013, ISBN 978-3-642-34921-8 [contents] - 2012
- [c26]Parisa D. Hossein Zadeh, Marek Z. Reformat:
Feature-based similarity assessment in ontology using fuzzy set theory. FUZZ-IEEE 2012: 1-7 - [c25]Ronald R. Yager, Marek Z. Reformat:
Determining Affinity of Users in Social Networks Using Fuzzy Sets. IPMU (2) 2012: 149-160 - [c24]Marek Z. Reformat, Parisa D. Hossein Zadeh:
Assimilation of Information in RDF-Based Knowledge Base. IPMU (3) 2012: 191-200 - [c23]Kuwen Li, Marek Z. Reformat, Witold Pedrycz, Jinfeng Yu:
Multi-Objective Optimization of Fuzzy Neural Networks for Software Modeling. SEKE 2012: 106-111 - [c22]Majid RobatJazi, Marek Z. Reformat, Witold Pedrycz:
Ontology-based framework for reasoning with fuzzy temporal data. SMC 2012: 2030-2035 - 2011
- [j31]Marek Z. Reformat, Ronald R. Yager, Zhan Li, Naif Alajlan:
Human-inspired Identification of High-level Concepts using OWA and Linguistic Quantifiers. Int. J. Comput. Commun. Control 6(3): 473-502 (2011) - [j30]Marek Z. Reformat, Ronald R. Yager:
Tag-based fuzzy sets for criteria evaluation in on-line selection processes. J. Ambient Intell. Humaniz. Comput. 2(1): 35-51 (2011) - [j29]Ronald R. Yager, Giray Gumrah, Marek Z. Reformat:
Using a web Personal Evaluation Tool - PET for lexicographic multi-criteria service selection. Knowl. Based Syst. 24(7): 929-942 (2011) - [c21]Ronald R. Yager, Marek Z. Reformat, Giray Gumrah:
Fuzziness, OWA and linguistic quantifiers for web selection processes. FUZZ-IEEE 2011: 1751-1758 - [c20]Marek Z. Reformat, Sonal Patel:
Criteria of Human Software Evaluation: Feature Selection Approach. SEKE 2011: 71-76 - 2010
- [j28]Ronald R. Yager, Marek Z. Reformat, Giray Gumrah:
WebPET: An Online Tool for Lexicographic Decision Making. IEEE Intell. Syst. 25(6): 76-83 (2010) - [j27]Marek Z. Reformat, Michael R. Berthold:
Editorial. Int. J. Approx. Reason. 51(8): 867-868 (2010) - [j26]Zhan Li, Marek Z. Reformat:
A schema for ontology-based concept definition and identification. Int. J. Comput. Appl. Technol. 38(4): 333-345 (2010) - [c19]Ronald R. Yager, Marek Z. Reformat:
Using fuzzy sets to model information provided by social tagging. FUZZ-IEEE 2010: 1-8
2000 – 2009
- 2009
- [j25]Marek Z. Reformat, Cuong Ly:
Ontological approach to development of computing with words based systems. Int. J. Approx. Reason. 50(1): 72-91 (2009) - [j24]Yifan Li, Petr Musílek, Marek Z. Reformat, Loren Wyard-Scott:
Identification of Pleonastic It Using the Web. J. Artif. Intell. Res. 34: 339-389 (2009) - [c18]Zhan Li, Ronald R. Yager, Marek Z. Reformat:
Identification of Web Information using Concept Hierarchies and On-line Updates of Concept Importance. IFSA/EUSFLAT Conf. 2009: 1583-1588 - [c17]Marek Z. Reformat, Seyed Koosha Golmohammadi:
Updating user profile using ontology-based semantic similarity. FUZZ-IEEE 2009: 1062-1067 - 2008
- [j23]Rafal Rak, Lukasz A. Kurgan, Marek Z. Reformat:
A tree-projection-based algorithm for multi-label recurrent-item associative-classification rule generation. Data Knowl. Eng. 64(1): 171-197 (2008) - [j22]Marek Z. Reformat, Ronald R. Yager, Zhan Li:
Ontology Enhanced Concept Hierarchies for Text Identification. Int. J. Semantic Web Inf. Syst. 4(3): 16-43 (2008) - [j21]Gabriel Jarillo, Witold Pedrycz, Marek Z. Reformat:
Aggregation of classifiers based on image transformations in biometric face recognition. Mach. Vis. Appl. 19(2): 125-140 (2008) - [j20]Marek Z. Reformat, Xinwei Chai, James Miller:
On the possibilities of (pseudo-) software cloning from external interactions. Soft Comput. 12(1): 29-49 (2008) - [j19]Marek Z. Reformat, Ronald R. Yager:
Building ensemble classifiers using belief functions and OWA operators. Soft Comput. 12(6): 543-558 (2008) - [c16]Rafal Rak, Lukasz A. Kurgan, Marek Z. Reformat:
Use of OWL 2 to Facilitate a Biomedical Knowledge Base Extracted from the GENIA Corpus. OWLED 2008 - [c15]Seyed Koosha Golmohammadi, Marek Z. Reformat, Witold Pedrycz:
Fuzziness in the Semantic Web: Survey and Future Directions. SEKE 2008: 643-648 - 2007
- [j18]Man Xiao, Mohamed El-Attar, Marek Z. Reformat, James Miller:
Empirical evaluation of optimization algorithms when used in goal-oriented automated test data generation techniques. Empir. Softw. Eng. 12(2): 183-239 (2007) - [j17]Ping Li, Toan Huynh, Marek Z. Reformat, James Miller:
A practical approach to testing GUI systems. Empir. Softw. Eng. 12(4): 331-357 (2007) - [j16]Madhura Purnaprajna, Marek Z. Reformat, Witold Pedrycz:
Genetic algorithms for hardware-software partitioning and optimal resource allocation. J. Syst. Archit. 53(7): 339-354 (2007) - [j15]Marek Z. Reformat, Du Zhang:
Introduction to the special issue on: "Software Quality Improvements and Estimations with Intelligence-based Methods". Softw. Qual. J. 15(3): 237-240 (2007) - [c14]Seyed Koosha Golmohammadi, Lukasz A. Kurgan, Brendan Crowley, Marek Z. Reformat:
Classification of Cell Membrane Proteins. FBIT 2007: 153-158 - [c13]Marek Z. Reformat:
Mathematical Framework for Generalization and Instantiation of Knowledge. ICSOFT (PL/DPS/KE/MUSE) 2007: 249-254 - [c12]Zhan Li, Marek Z. Reformat:
A practical method for the software fault-prediction. IRI 2007: 659-666 - 2006
- [j14]James Miller, Marek Z. Reformat, Howard Zhang:
Automatic test data generation using genetic algorithm and program dependence graphs. Inf. Softw. Technol. 48(7): 586-605 (2006) - [j13]Petr Musílek, Adriel Lau, Marek Z. Reformat, Loren Wyard-Scott:
Immune programming. Inf. Sci. 176(8): 972-1002 (2006) - [j12]Gabriel Alvarado, Witold Pedrycz, Marek Z. Reformat, Keun Chang Kwak:
Deterioration of visual information in face classification using Eigenfaces and Fisherfaces. Mach. Vis. Appl. 17(1): 68-82 (2006) - [j11]Adam Pedrycz, Marek Z. Reformat:
Hierarchical FCM in a stepwise discovery of structure in data. Soft Comput. 10(3): 244-256 (2006) - [j10]Witold Pedrycz, Marek Z. Reformat, Kuwen Li:
OR/AND neurons and the development of interpretable logic models. IEEE Trans. Neural Networks 17(3): 636-658 (2006) - [c11]Marek Z. Reformat, Aashima Kapoor, Nicolino J. Pizzi:
Software Maintenance: Similarity and Inclusion of Rules in Knowledge Extraction. ICTAI 2006: 723-731 - 2005
- [j9]Witold Pedrycz, Marek Z. Reformat:
Genetically optimized logic models. Fuzzy Sets Syst. 150(2): 351-371 (2005) - [j8]Wojciech Stach, Lukasz A. Kurgan, Witold Pedrycz, Marek Z. Reformat:
Genetic learning of fuzzy cognitive maps. Fuzzy Sets Syst. 153(3): 371-401 (2005) - [j7]Marek Z. Reformat:
A fuzzy-based multimodel system for reasoning about the number of software defects. Int. J. Intell. Syst. 20(11): 1093-1115 (2005) - [c10]Wojciech Stach, Lukasz A. Kurgan, Witold Pedrycz, Marek Z. Reformat:
Evolutionary Development of Fuzzy Cognitive Maps. FUZZ-IEEE 2005: 619-624 - [c9]Rafal Rak, Lukasz A. Kurgan, Marek Z. Reformat:
Multi-label associative classification of medical documents from MEDLINE. ICMLA 2005 - [c8]Marek Z. Reformat, Efe Igbide:
Isolation of software defects: extracting knowledge with confidence. IRI 2005: 114-119 - [e1]M. Arif Wani, Mariofanna G. Milanova, Lukasz A. Kurgan, Marek Z. Reformat, Khalid Hafeez:
Fourth International Conference on Machine Learning and Applications, ICMLA 2005, Los Angeles, California, USA, 15-17 December 2005. IEEE Computer Society 2005, ISBN 0-7695-2495-8 [contents] - 2004
- [j6]Witold Pedrycz, Marek Z. Reformat, Chang-Wook Han:
Cascade Architectures of Fuzzy Neural Networks. Fuzzy Optim. Decis. Mak. 3(1): 5-37 (2004) - [j5]Marek Z. Reformat, Witold Pedrycz, Nicolino J. Pizzi:
Building a software experience factory using granular-based models. Fuzzy Sets Syst. 145(1): 111-139 (2004) - [c7]Madhura Purnaprajna, Marek Z. Reformat, Witold Pedrycz:
Genetic Algorithms in Hardware-Software Partitioning. ERSA 2004: 123-129 - [c6]Marek Z. Reformat, Petr Musílek, Vanda Wu, Nicolino J. Pizzi:
Human Perception of Software Complexity: Knowledge Discovery from Software Data. ICTAI 2004: 202-206 - 2003
- [j4]Marek Z. Reformat, Witold Pedrycz, Nicolino J. Pizzi:
Software quality analysis with the use of computational intelligence. Inf. Softw. Technol. 45(7): 405-417 (2003) - [j3]Witold Pedrycz, Marek Z. Reformat:
Evolutionary fuzzy modeling. IEEE Trans. Fuzzy Syst. 11(5): 652-665 (2003) - [c5]Marek Z. Reformat, Vanda Wu:
Analysis of Software Maintenance Data Using Multi-Technique Approach. ICTAI 2003: 53- - [c4]Marek Z. Reformat, Xinwei Chai, James Miller:
Experiments in Automatic Programming for General Purposes. ICTAI 2003: 366-373 - [c3]Marek Z. Reformat:
A Fuzzy-Based Meta-model for Reasoning about Number of Software Defects. IFSA 2003: 644-651 - 2002
- [c2]Marek Z. Reformat, Witold Pedrycz, Nicolino J. Pizzi:
Software quality analysis with the use of computational intelligence. FUZZ-IEEE 2002: 1156-1161 - 2001
- [c1]Gabriel Jarillo, Giancarlo Succi, Witold Pedrycz, Marek Z. Reformat:
Analysis of Software Engineering Data Using Computational Intelligence Techniques. OOIS 2001: 133-140
1990 – 1999
- 1997
- [j2]Witold Pedrycz, Marek Z. Reformat:
Rule-based models of multivariable functions. Fuzzy Sets Syst. 90(3): 235-253 (1997) - [j1]Witold Pedrycz, Marek Z. Reformat:
Rule-based modeling of nonlinear relationships. IEEE Trans. Fuzzy Syst. 5(2): 256-269 (1997)
Coauthor Index
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