Please note that all program timings according to Central European Summer Time (CEST).

FUZZ-IEEE 2021 Program

Workshop Sun-HS-A: High-School Engagement
Sunday, July 11, 9:00AM-10:40AM, Room: Stream 2, Chair: Chang-Shing Lee

Competition Sun-C-A3: Energy Competition
Sunday, July 11, 9:00AM-10:40AM, Room: Stream 3, Chair: Isaac Triguero

Competition Sun-C-A4: Drone Competition and Matlab Talk
Sunday, July 11, 9:00AM-11:40AM, Room: Stream 4, Chair: Dr. Andriy Sarabakha, Prof. Erdal Kayacan

Tutorial Sun-T-B1: Recent Developments in Artificial Intelligence and Fuzzy Systems
Sunday, July 11, 11:00AM-12:40PM, Room: Stream 1, Instructor: Alexander Gegov, Uzay Kaymak, Joao Sousa

Tutorial Sun-T-B2: Besides fuzzy sets: new theories for promptly moving your crisp systems’ full power to the fuzzy side.
Sunday, July 11, 11:00AM-12:40PM, Room: Stream 2, Instructor: Daniel Sanchez

Tutorial Sun-T-B3: Explainable Fuzzy Systems: Paving the way from Interpretable Fuzzy Systems to Explainable Artificial Intelligence
Sunday, July 11, 11:00AM-12:40PM, Room: Stream 3, Instructor: Jose Alonso, Ciro Castiello, Corrado Mencar, Luis Magdalena

Competition Sun-C-B4: Go Competition
Sunday, July 11, 12:00PM-1:40PM, Room: Stream 4, Chair: Chang-Shing Lee,Yusuke Nojima, Giovanni Acampora,Marek Reformat, Naoyuki Kubota,Ryosuke Saga,I-Chen Wu,Jose Manuel Soto Hidalgo

Tutorial Sun-T-C1: Fuzzy Systems for Brain Sciences & Interfaces.
Sunday, July 11, 1:00PM-2:40PM, Room: Stream 1, Instructor: Javier Andreu-Perez, Ching Teng Lin

Tutorial Sun-T-C2: Capture and Handling of Uncertainty at Source – Using Intervals in AI and why it matters
Sunday, July 11, 1:00PM-2:40PM, Room: Stream 2, Instructor: Christian Wagner, Vladik Kreinovich, Shaily Kabir, Zack Ellerby

Workshop Sun-PDW-: IEEE TFS – Journal overview, Select Recent Publications and Paper Development Workshop (PDW)
Sunday, July 11, 2:00PM-4:40PM, Room: Stream 4, Chair: Marie-Jeanne Lesot, Keeley Crockett, João M. C. Sousa, Jonathan M. Garibaldi

Tutorial Sun-T-D1: New Optimization Techniques for TSK Fuzzy Systems: Classification and Regression
Sunday, July 11, 3:00PM-4:40PM, Room: Stream 1, Instructor: Dongrui Wu

Tutorial Sun-T-D2: How big is too big? Clustering in (static) BIG DATA with the Fantastic 4
Sunday, July 11, 3:00PM-4:40PM, Room: Stream 2, Instructor: James Bezdek

Tutorial Sun-T-D3: Building interpretable fuzzy inference systems in Python
Sunday, July 11, 3:00PM-4:40PM, Room: Stream 3, Instructor: Uzay Kaymak, Marco Nobile, Simone Spolaor, Caro Fuchs

Tutorial Sun-T-E1: Uncertainty modeling in adversarial learning
Sunday, July 11, 5:00PM-6:40PM, Room: Stream 1, Instructor: Xi-Zhao Wang

Tutorial Sun-T-E2: A Top-Down Approach to Rule-Based Fuzzy Systems
Sunday, July 11, 5:00PM-6:40PM, Room: Stream 2, Instructor: Jerry Mendel

Tutorial Sun-T-E3: A Hands-on Tutorial on Apache Spark for Solving Data Science Problems with Fuzzy logic
Sunday, July 11, 5:00PM-6:40PM, Room: Stream 3, Instructor: Isaac Triguero, Alberto Fernández, Mikel Galar

Workshop Sun-HS-D: High-School Engagement
Sunday, July 11, 5:00PM-6:40PM, Room: Stream 4, Chair: Chang-Shing Lee

Opening: Opening session
Monday, July 12, 8:45AM-8:55AM, Room: Stream 1, Chair: Christian Wagner

Session Mon-S-A1: Uncertainty Modeling for Engineering Applications – I
Monday, July 12, 9:00AM-10:40AM, Room: Stream 1, Chair: Anna Wilbik

9:00AM Training Sparse Fuzzy Classifiers Using Metaheuristic Optimization [#5]
Tomasz Krzeszowski and Krzysztof Wiktorowicz
Rzeszow University of Technology, Poland
9:20AM AI-based Decision Support System to Predict Investment in Research Laboratories in the Field of AM Technologies for Industry 4.0 [#50]
Grzegorz Pajak, Justyna Patalas-Maliszewska and Iwona Pajak
University of Zielona Gora, Poland
9:40AM Periodic planning of UAVs fleet mission with the uncertainty of travel parameters [#91]
Grzegorz Radzki, Grzegorz Bocewicz, Paulina Golinska-Dawson, Malogrzata Jasiulewicz-Kaczmarek, Marcin Witczak and Zbigniew Banaszak
Faculty of Electronics and Computer Science Koszalin University of Technology, Poland; Faculty of Engineering Management, Poznan University of Technology, Poland; Institute of Control and Computation Engineering University of Zielona Gora Zielona Gora, Poland
10:00AM Comparative Assessment of Aggregated Classification Algorithms with the Use to Mining a Cyber-attack Dataset. [#119]
Ewa Rak and Adam Szczur
University of Rzeszow, Poland
10:20AM Fuzzy Approach to Purchase Intent Modeling Based on User Tracking For E-commerce Recommenders [#123]
Piotr Sulikowski, Tomasz Zdziebko, Omar Hussain and Anna Wilbik
West Pomeranian University of Technology, Poland; University of Szczecin, Poland; University of New South Wales, Canberra, Australia; Maastricht University, Netherlands

Session Mon-S-A2: Advances on Explainable Artificial Intelligence-I
Monday, July 12, 9:00AM-10:40AM, Room: Stream 2, Chair: Jose M. Alonso, Luis Magdalena and Corrado Mencar

9:00AM Explainable Classification Methods for Fish Species Detection Using Hydroacoustic Data [#3]
Lucas Bonifacio, Giancarlo Lucca, Gracaliz Dimuro, Eduardo Borges, Leonardo Emmendorfer and Stefan Weigert
Federal Univ. of Rio Grande, Brazil; UPNA & Federal Univ. of Rio Grande, Spain
9:20AM Actionable XAI for the Fuzzy Integral [#11]
Bryce Murray, Derek Anderson and Timothy Havens
University of Missouri, United States; Michigan Technological University, United States
9:40AM Generation of Textual Explanations in XAI: the Case of Semantic Annotation [#19]
Jean-Philippe Poli, Wassila Ouerdane and Regis Pierrard
CEA List, France; CentraleSupelec, France; CEA List, French Southern Territories
10:00AM Meta-Fuzzy Items for Fuzzy Association Rules [#161]
Carmen Biedma-Rdguez, Maria Jose Gacto, Rafael Alcala and Jesus Alcala-Fdez
University of Granada, Spain; University of Jaen, Spain
10:20AM An Explainable Approach for Car Driver Identification [#138]
Gionatan Gallo, Mario Luca Bernardi, Marta Cimitile and Pietro Ducange
Department of Information Engineering, University of Pisa, Pisa, Italy; Unisannio University, Benevento, Italy; UnitelmaSapienza University, Roma, Italy

Session Mon-S-A3: Computing with Words
Monday, July 12, 9:00AM-10:40AM, Room: Stream 3, Chair: Javier Andreu-Perez

9:00AM Exploiting the type-1 OWA operator to fuse the ELICIT information [#28]
Wen He, Rosa M. Rodriguez, Bapi Dutta and Luis Martinez
University of Jaen, Spain; National University of Singapore, Singapore
9:20AM A Consensus Reaching Process with Minimum Adjustment in Group Decision Making with Two dimensional 2-tuple Linguistic Information based on Reliability Measurement [#34]
Zelin Wang, Rosa Rodriguez, Ying-ming Wang and Luis Martinez
Fuzhou University, China; University of Jaen, Spain
9:40AM A Python Software Library for Computing with Words and Perceptions [#291]
Deepak Sharma, Prashant K. Gupta, Javier Andreu-Perez, Jerry M. Mendel and Luis Martinez Lopez
Institute for Advancing Artificial Intelligence (I4AAI), United Kingdom; University of Southern California, United States; University of Jaen, Spain
10:00AM Novel ELICIT Information-based MOORA Approach for Vertical Farming Technology Assessment [#265]
Gulcin Buyukozkan and Deniz Uzturk
Galatasaray University, Turkey
10:20AM A Fuzzy Approach to Language Universals for NLP [#260]
Adria Torrens-Urrutia, Maria Dolores Jimenez-Lopez and Antoni Brosa-Rodriguez
University of Ostrava, Czech Republic; Universitat Rovira i Virgili, Spain

Session Mon-S-A4: Fuzzy Natural Language Processing
Monday, July 12, 9:00AM-10:40AM, Room: Stream 4, Chair: Naeemeh Adel

9:00AM An Algorithm for Ranking Hospitals based onIntuitionistic Fuzzy Sets and Sentiment Analysis [#137]
Jesus Serrano-Guerrero, Mohammad Bani-Doumi, Francisco P. Romero and Jose A. Olivas
University of Castilla-La Mancha, Spain
9:20AM Fuzzy Influence in Fuzzy Semantic Similarity Measures [#171]
Naeemeh Adel, Keeley Crockett, Joao P. Carvalho and Valerie Cross
Manchester Metropolitan University, United Kingdom; INESC-ID Instituto Superior Tecnico, Universidade de Lisboa, Portugal; Miami University, United States
9:40AM Conjunctive Reasoning on Fuzzy Taxonomies with Order-Sorted Feature Logic [#297]
Gian Carlo Milanese and Gabriella Pasi
University of Milano-Bicocca, Italy
10:00AM Towards an Algebraic Topos Semantics for Three -valued Goedel Logic [#17]
Stefano Aguzzoli and Pietro Codara
Universita’ degli Studi di Milano, Italy
10:20AM Higher-Order Fuzzy Logics and their Categorical Semantics: Higher-Order Linear Completeness and Baaz Translation via Substructural Tripos Theory [#231]
Yoshihiro Maruyama
The Australian National University, Australia

Session Mon-S-B1: Uncertainty Modeling for Engineering Applications – II
Monday, July 12, 11:00AM-12:40PM, Room: Stream 1, Chair: Przemyslaw Grzegorzewski

11:00AM A fuzzy logic approach to remaining useful life control and scheduling of cooperating forklifts [#146]
Marcin Witczak, Lothar Seybold, Grzegorz Bocewicz, Marcin Mrugalski, Arkadiusz Gola and Zbigniew Banaszak
University of Zielona Gora, Poland; RAFI GmbH Co. KG, Germany; Koszalin University of Technology, Poland; Lublin University of Technology, Poland
11:20AM Fuzzy Software Analyzer (FSA): A New Approach for Interpreting Source Code Versioning Repositories [#150]
Joao C. B. Oliveira, Ricardo A. Rios, Eduardo S. de Almeida, Claudio N. Sant’Anna and Tatiane Nogueira Rios
Federal University of Bahia, Brazil
11:40AM Interaction-driven Aggregation of Multiple Numeric Indicators with Applications to Decision-making Support Systems [#169]
Patryk Zywica, Joanna Siwek and Malgorzata Jasiulewicz-Kaczmarek
Adam Mickiewicz University, Poland; Poznan University of Technology, Poland
12:00PM A Robust Takagi-Sugeno Fault Diagnostic Scheme for Remaining Useful Life Estimation [#170]
Marcin Pazera, Norbert Kukurowski, Marcin Witczak and Mariusz Buciakowski
University of Zielona Gora, Poland
12:20PM Fault-Tolerant Tracking Control and Remaining Useful Life Estimation for Takagi-Sugeno fuzzy system [#177]
Norbert Kukurowski, Marcin Pazera and Marcin Witczak
University of Zielona Gora, Poland

Session Mon-S-B2: Advances on Explainable Artificial Intelligence-II
Monday, July 12, 11:00AM-12:40PM, Room: Stream 2, Chair: Corrado Mencar, Jose M. Alonso, and Luis Magdalena

11:00AM XAI Models for Quality of Experience Prediction in Wireless Networks [#250]
Alessandro Renda, Pietro Ducange, Gionatan Gallo and Francesco Marcelloni
University of Pisa, Italy
11:20AM Bayesian Pruned Random Rule Foams for XAI [#74]
Akash Panda and Bart Kosko
University of Southern California, United States
11:40AM Min-max inference for Possibilistic Rule-Based System [#266]
Ismail Baaj, Jean-Philippe Poli, Wassila Ouerdane and Nicolas Maudet
CEA, Sorbonne Universite, France; CEA, France; CentraleSupelec, France; Sorbonne Universite, France
12:00PM A Framework for Analyzing Fairness, Accountability, Transparency and Ethics: A Use-case in Banking Services [#144]
Ettore Mariotti, Jose Maria Alonso and Roberto Confalonieri
CiTIUS – Universidade de Santiago de Compostela, Spain; Faculty of Computer Science – Free University of Bozen-Bolzano, Italy
12:20PM Descriptive Stability of Fuzzy Rule-Based Systems [#155]
Corrado Mencar and Ciro Castiello
Universita degli Studi di Bari Aldo Moro, Italy

Session Mon-S-B3: Fuzzy and Uncertain Intelligent Knowledge Engineering Systems
Monday, July 12, 11:00AM-12:40PM, Room: Stream 3, Chair: Javier Fernandez

11:00AM Some Remarks on ANFIS for Forest Fires Prediction [#69]
Tomasiello Stefania and Uzair Muhammad
University of Tartu, Estonia
11:20AM A Novel Parameter-Free Energy Efficient Fuzzy Nearest Neighbor Classifier for Time Series Data [#59]
Ravikumar Penugonda, Uday kiran Rage, Narendra Babu Unnam, Yutaka Watanobe, Kazuo Goda, Susheela Devi V. and Krishna Reddy P.
The University of AIZU, Aizuwakamatsu, Japan; IIIT-Hyderabad, India; NICT, Tokyo, Japan; Indian Institute of Science, Bangalore, India
11:40AM Image features extractor based on hybridization of fuzzy controller and meta-heuristic [#117]
Dawid Polap and Marcin Wozniak
Silesian University of technology, Poland
12:00PM Fuzzy Explainable Attention-based Deep Active Learning on Mental-Health Data [#151]
Usman Ahmed, Jerry Chun-Wei Lin and Gautam Srivastava
Western Norway University of Applied Sciences, Norway; Brandon University, Canada
12:20PM Towards Optimization of Triangular Norms in Weighted Fuzzy Petri Nets for Hierarchical Applications in Subject Area of Passenger Transport Logistics [#16]
Yurii Bloshko, Zbigniew Suraj and Oksana Olar
University of Rzeszow, Poland; Yuriy Fedkovych Chernivtsi National University, Ukraine

Session Mon-S-B4: Fuzzy-based Methods for Knowledge Integration
Monday, July 12, 11:00AM-12:40PM, Room: Stream 4, Chair: Ngoc-Thanh Nguyen and Adrianna Kozierkiewicz

11:00AM Fuzzy Based Approach to Ontology Relations Alignment [#71]
Bogumila Hnatkowska, Adrianna Kozierkiewicz and Marcin Pietranik
Wroclaw University of Science and Technology, Poland
11:20AM A Generic Model of a Social Collective [#122]
Marcin Maleszka
Wroclaw University of Science and Technology, Poland
11:40AM Characterizing Crisp Simulations and Crisp Directed Simulations between Fuzzy Labeled Transition Systems by Using Fuzzy Modal Logics [#25]
Linh Nguyen and Ngoc-Thanh Nguyen
Institute of Informatics, University of Warsaw, Poland; Faculty of Computer Science and Management, Wroclaw University of Science and Technology, Poland
12:00PM Tweet Sentiment Analysis for Predicting the Symptoms Effect Level Regarding COVID-19 [#38]
Huyen Trang Phan, Ngoc Thanh Nguyen, Van Hieu Bui and Dosam Hwang
Yeungnam University, Korea (South); Wroclaw University of Science and Technology, Poland
12:20PM Three Term Attribute Description of Atanassov’s Intuitionistic Fuzzy Sets as a Basis of Attribute Selection [#172]
Eulalia Szmidt, Janusz Kacprzyk and Pawel Bujnowski
Systems Research Institute Polish Academy of Sciences, Poland

Panel Session Mon-S-C1: Research@Luxembourg – The country, research landscape and ways to engage
Monday, July 12, 1:00PM-1:50PM, Room: Stream 1, Chair: Lina Ostapchuk

Plenary Talk Mon-K-D1: Keynote: Michael Smithson, Chair: Susana Vieira
Monday, July 12, 2:00PM-2:50PM, Room: Stream 1, Speaker: Michael Smithson

Plenary Talk Mon-K-E1: Keynote: Leilani H Gilpin, Chair: Gabriella Pasi
Monday, July 12, 3:00PM-3:50PM, Room: Stream 1, Speaker: Leilani H Gilpin

Session Mon-S-F1: Uncertainty Modeling for Engineering Applications – III
Monday, July 12, 4:00PM-5:40PM, Room: Stream 1, Chair: Marek Reformat

4:00PM Fault Detection Method based on Auto-associative Kernel Regression and Interval Type-2 Fuzzy Logic System for Multivariate Process [#191]
Seunghwan Jung, Minseok Kim, Joungguen Kim and Sungshin Kim
Pusan National University, Korea (South)
4:20PM Health-aware fault-tolerant control of multiple cooperating autonoumous vehicles [#197]
Bogdan Lipiec, Marcin Mrugalski and Marcin Witczak
Institute of Control and Computation Engineering, Faculty of Computer, Electrical and Control Engineering, University of Zielona Gora,, Poland
4:40PM Applying Fuzzy Inference Systems in the Extraction of Chia Cake Extract: Predicting the Mass Yield [#212]
Gracielle Johann, Casi Santos dos Santos, Paula Fernandes Montanher, Rafael Alves Paes Oliveira and Anderson Chaves Carniel
Federal University of Technology – Parana, Brazil; Federal University of Sao Carlos, Brazil
5:00PM Multi-Phase Fuzzy Modeling in the Innovative RTH Hydroforming Technology [#235]
Hanna Sadlowska, Andrzej Kochanski and Przemyslaw Grzegorzewski
Warsaw University of Technology, Poland
5:20PM Nearest Neighbor Tests for Fuzzy Data [#236]
Przemyslaw Grzegorzewski and Oliwia Gadomska
Warsaw University of Technology, Poland

Session Mon-S-F2: Computational Web Intelligence
Monday, July 12, 4:00PM-5:40PM, Room: Stream 2, Chair: Marek Reformat, Chang-Shing Lee, Giovanni Acampora and Autilia Vitiello

4:00PM Robotic Assistant Agent for Student and Machine Co-Learning on AI-FML Practice with AIoT Application [#64]
Chang-Shing Lee, Mei-Hui Wang, Zong-Han Ciou, Rin-Pin Chang, Chun-Hao Tsai, Shen-Chien Chen, Tzong-Xiang Huang, Eri Sato-Shimokawara and Toru Yamaguchi
National University of Tainan, Taiwan; Zsystem Technology Co., Taiwan; Tokyo Metropolitan University, Japan
4:20PM Application of the Fuzzy Logic to Evaluation and Selection of Attribute Ranges in Machine Learning [#149]
Wieslaw Paja, Krzysztof Pancerz, Barbara Pekala and Jaromir Sarzynski
University of Rzeszow, Poland; Szymon Szymonowic State School of Higher Education, Poland; University of Rzeszow, University of Information Technology and Management, Poland
4:40PM A Fall from Height prevention proposal for construction sites based on Fuzzy Markup Language, JFML and IoT solutions [#190]
Maria del Carmen Rey-Merchan, Antonio Lopez Arquillos and Jose Manuel Soto-Hidalgo
University of Cordoba, Spain; University of Malaga, Spain; University of Granada, Spain
5:00PM Question-Answering System with Linguistic Summarization [#286]
Nhuan D. To, Marek Z. Reformat and Ronald R. Yager
University of Alberta, Canada; Iona College, United States
5:20PM Influence of the Fuzzy Robust Gamma Rank Correlation, Fuzzy C-Means, and Fuzzy Cognitive Maps to Predict the Z Generation’s Acceptance Attitudes Towards Internet Health Information [#100]
Dariusz Czerwinski, Magdalena Czerwinska, Pawel Karczmarek and Adam Kiersztyn
Lublin University of Technology, Poland

Session Mon-S-F3: Fuzzy Interpolation
Monday, July 12, 4:00PM-5:40PM, Room: Stream 3, Chair: Qiang Shen and Laszlo T. Koczy

4:00PM Interpolative Decisions in the Fuzzy Signature Based Image Classification for Liver CT [#1]
Ferenc Lilik, Szilvia Nagy, Melinda Kovacs, Szonja Krisztina Szujo and Laszlo T. Koczy
Szechenyi Istvan University, Hungary; Budapest University of Technology and Economics, Hungary
4:20PM Fuzzy Rule Interpolation with a Transformed Rule Base [#135]
Mou Zhou, Changjing Shang, Guobin Li, Shangzhu Jin, Jun Peng and Qiang Shen
Aberystwyth University, United Kingdom; Chongqing University of Science and Technology, China
4:40PM Towards Rule-ranking Based Fuzzy Rule Interpolation [#152]
Mou Zhou, Changjing Shang, Pu Zhang, Guobin Li, Shangzhu Jin, Jun Peng and Qiang Shen
Aberystwyth University, United Kingdom; Chongqing University of Science and Technology, China
5:00PM A Reasoning System for Fuzzy Distributed Knowledge Representation in Multi-Agent Systems [#229]
Yoshihiro Maruyama
The Australian National University, Australia
5:20PM Rule Simplification Method Based on Covering Indexes for Fuzzy Classifiers [#182]
Andres Gersnoviez and Iluminada Baturone
Universidad de Cordoba (Spain), Spain; Instituto de Microelectronica de Sevilla (IMSE-CNM), Universidad de Sevilla, Spain

Session Mon-S-F4: Handling Uncertainty in Big Data by Fuzzy Systems
Monday, July 12, 4:00PM-5:40PM, Room: Stream 4, Chair: Uzay Kaymak

4:00PM Hierarchical Fuzzy Graph Attention Network for Group Recommendation [#37]
Ruxia Liang, Qian Zhang and Jianqiang Wang
Central South University, China; University of Technology Sydney, Australia
4:20PM Fuzzy prediction model to measure chatbot quality of service [#39]
Ebtesam Hussain Almansor and Farookh Khadeer Hussain
UTS, Australia
4:40PM Fuzzy contrastive learning for online behavior analysis [#55]
Jie Yang, Gang Huang, Jun Ma, Sarah Howard, Matthew Ciao and Junbin Gao
University of Wollongong, Australia; Quzhou University, China; Planning, Customer Operations, Australia; One Education, Australia; University of Sydney, Australia
5:00PM Learning from Imprecise Observations: An Estimation Error Bound based on Fuzzy Random Variables [#120]
Guangzhi Ma, Feng Liu, Guangquan Zhang and Jie Lu
University of Technology Sydney, Australia
5:20PM Multi-Source Domain Adaptation with Fuzzy-Rule based Deep Neural Networks [#53]
Keqiuyin Li, Jie Lu, Hua Zuo and Guangquan Zhang
University of Technology Syndey, Australia; University of Technology Sydney, Australia

Workshop Mon-E-G1: Women in Computational Intelligence Panel
Monday, July 12, 6:00PM-7:30PM, Room: Stream 1, Chair: Keeley Crockett, Sanaz Mostaghim

Session Tue-S-A1: Uncertainty Modeling for Engineering Applications – IV
Tuesday, July 13, 9:00AM-10:40AM, Room: Stream 1, Chair: Krzysztof Dyczkowski

9:00AM Intelligent analysis of data streams about phone calls for bipolar disorder monitoring [#239]
Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer and Olgierd Hryniewicz
University of Bari Aldo Moro, Italy; Polish Academy of Sciences, Poland
9:20AM Handling Uncertain Time Intervals in Owl 2: Possibility Vs Probability Theories based Approaches [#255]
Nassira Achich, Fatma Ghorbel, Faycal Hamdi, Elisabeth Metais and Faiez Gargouri
MIRACL Laboratory, University of Sfax, Tunisia & CEDRIC Laboratory, Conservatoire National des Arts et Metiers (CNAM) Paris, France, Tunisia; CEDRIC Laboratory, Conservatoire National des Arts et Metiers (CNAM) Paris, France, France; MIRACL Laboratory, University of Sfax, Tunisia, Tunisia
9:40AM Human- and Machine-Generated Traffic Distinction by DNS Protocol Analysis [#273]
Marcin Ochab, Marcin Mrukowicz, Jaromir Sarzynski and Urszula Bentkowska
University of Rzeszow, Poland
10:00AM Error Mitigation in Quantum Measurement through Fuzzy C-Means Clustering [#288]
Giovanni Acampora and Autilia Vitiello
University of Naples Federico II, Italy
10:20AM Measuring Distance between Quantum States by Fuzzy Similarity Operators [#289]
Giovanni Acampora, Ferdinando Di Martino, Roberto Schiattarella and Autilia Vitiello
University of Naples Federico II, Italy

Session Tue-S-A2: Fuzzy decision making and decision support systems-I
Tuesday, July 13, 9:00AM-10:40AM, Room: Stream 2, Chair: Rosa Rodriguez

9:00AM Tennis Multivariate Time Series Clustering [#93]
Maria Skublewska-Paszkowska, Pawel Karczmarek and Edyta Lukasik
Lublin University of Technology, Poland
9:20AM A novel Data-driven fuzzy aggregation method for Takagi-Sugeno-Kang fuzzy Neural network system using ensemble learning [#128]
Tao Wang, Richard Gault and Desmond Greer
Queen’s University Belfast, United Kingdom
9:40AM A Fuzzy-Based Requirement Selection Method for Considering Value Dependencies in Software Release Planning [#157]
Davoud Mougouei, Aditya Ghose, Hoa Dam, Fahmideh Mahdi and David Powers
University of Wollongong, Australia; Flinders University, Australia
10:00AM Trust-based Cognitive Decision Making by Social Things, A Case Study of Cancer Treatment [#56]
Nasibeh Rady Raz and Mohammad-R. Akbarzadeh-T.
Department of Computer, Center of Excellence on Soft Computing and Intelligent Information Processing, Ferdowsi University of Mashhad, Iran; Department of Computer and Electrical Engineering, Center of Excellence on Soft Computing and Intelligent Information Processing, Ferdowsi University of Mashhad, Iran
10:20AM Fuzzy Implications in the Mizar System [#271]
Adam Grabowski
University of Bialystok, Poland

Session Tue-S-A3: Type-2 Fuzzy Sets and Systems Applications-I
Tuesday, July 13, 9:00AM-10:40AM, Room: Stream 3, Chair: Javier Andreu-Perez

9:00AM A Big Bang-Big Crunch Type-2 Fuzzy Logic System for Explainable Predictive Maintenance [#82]
Shreyas J Upasane, Hani Hagras, Mohammad Hossein Anisi, Stuart Savill, Ian Taylor and Kostas Manousakis
University of Essex, United Kingdom; Aquatronic Group Management Plc, United Kingdom
9:20AM A Type-2 Fuzzy Multi-Objective Multi-Chromosomal Optimzation for Capacity Planning within Telecommuication Networks [#121]
Veryard Lewis, Hagras Hani, Conway Anthony and Owusu Gilbert
The Univeristy of Essex, United Kingdom; British Telecom, United Kingdom
9:40AM An Interval Type-2 Fuzzy-based System to Create Building Information Management Models from 2D Floor Plan Images [#175]
Hugo Leon-Garza, Hani Hagras, Anasol Pena-Rios, Anthony Conway and Gilbert Owusu
University of Essex, United Kingdom; British Telecom, United Kingdom
10:00AM Integrating Interval Type-2 Fuzzy Sets into Deep Embedding Clustering to Cope with Uncertainty [#192]
Kutay Bolat and Tufan Kumbasar
Istanbul Technical University, Turkey
10:20AM Enhancing the Learning of Interval Type-2 Fuzzy Classifiers with Knowledge Distillation [#194]
Dorukhan Erdem and Tufan Kumbasar
Istanbul Technical University, Turkey

Session Tue-S-A4: Linguistic Summarization and Description of Data
Tuesday, July 13, 9:00AM-10:40AM, Room: Stream 4, Chair: Anna Wilbik

9:00AM Generation of Linguistic Descriptions for Daily Noise Pollution in Urban Areas [#111]
Juan Moreno-Garcia, Luis Jimenez-Linares, Jun Liu and Luis Rodriguez-Benitez
Universidad de Castilla-La Mancha, Spain; University of Ulster, Northern Ireland
9:20AM Referring expression generation from images via deep learning object extraction and fuzzy graphs [#203]
Jesus Chamorro-Martinez, Nicolas Marin, Miriam Mengibar-Rodriguez, Gustavo Rivas-Gervilla and Daniel Sanchez
University of Granada, Spain
9:40AM A Concept of Context-Seeking Queries [#248]
Slawomir Zadrozny, Janusz Kacprzyk and Mateusz Dziedzic
Systems Research Institute Polish Academy of Sciences, Poland; Dept. of Telecommunication and Information Processing, Ghent University, Belgium
10:00AM Fuzzy Temporal Protoforms for the Quantitative Description of Processes in Natural Language [#200]
Yago Fontenla-Seco, Alberto Bugarin and Manuel Lama
Research Center on Intelligent Technologies (CiTIUS), University of Santiago de Compostela, Spain
10:20AM Earth Mover’s Distance as a Similarity Measure for Linear Order Statistics and Fuzzy Integrals [#48]
Matthew Deardorff, Derek Anderson, Timothy Havens, Bryce Murray, Siva Kakula and Timothy Wilkin
University of Missouri, United States; Michian Technological University, United States; Deakin University, United States

Session Tue-S-B1: Uncertainty Modeling for Engineering Applications – V
Tuesday, July 13, 11:00AM-12:40PM, Room: Stream 1, Chair: Barbara Pękala

11:00AM Classification of uncertain data with a selection of relevant features based on similarities measures of Interval-Valued Fuzzy Sets [#148]
Barbara Pekala, Krzysztof Dyczkowski, Jaroslaw Szkola and Dawid Kosior
University of Rzeszow, Poland; Adam Mickiewicz University, Poznan, Poland
11:20AM Application of entropy measures with uncertainty in classification methods with missing data problem [#225]
Barbara Pekala, Dawid Kosior, Krzysztof Dyczkowski and Jaroslaw Szkola
University of Rzeszow, University of Information Technology and Management, Poland; University of Rzeszow, Poland; Adam Mickiewicz University, Poland
11:40AM Ordered Fuzzy Rules Generation Based on Incremental Dataset [#264]
Katarzyna Rudnik, Anna Chwastyk, Iwona Pisz and Grzegorz Bocewicz
Opole University of Technology, Poland; University of Opole, Poland; Koszalin University of Technology, Poland
12:00PM Joint Approximate Diagonalization Divergence based scheme for EEG Drowsiness Detection Brain Computer Interfaces [#290]
Bollu Tharun kumar reddy, Yukai Wang, Chin Teng Lin and Javier Andreu perez
IIT Roorkee, India; University Technology Sydney, Australia; University of Essex, United Kingdom
12:20PM Optimizing a Weighted Moderate Deviation for Motor Imagery Brain Computer Interfaces [#292]
Javier Fumanal Idocin, Carmen Vidaurre, Marisol Gomez, Asier Urio, Humberto Bustince, Martin Papco and Gracaliz Dimuro
Universidad Publica de Navarra, Spain; Slovac Academy of Sciences, Slovakia; Universidade Federal do Rio Grande do Norte, Brazil

Session Tue-S-B2: Fuzzy decision making and decision support systems-II
Tuesday, July 13, 11:00AM-12:40PM, Room: Stream 2, Chair: Janusz Kacprzyk

11:00AM A Fuzzy Rule-based System using a Patch-based Approach for Semantic Segmentation in Floor Plans [#174]
Hugo Leon-Garza, Hani Hagras, Anasol Pena-Rios, Anthony Conway and Gilbert Owusu
University of Essex, United Kingdom; British Telecom, United Kingdom
11:20AM Towards Innovation Focused Fuzzy Decision Making by Consensus [#186]
Janusz Kacprzyk, Slawomir Zadrozny, Hannu Nurmi and Alexander Bozhenyuk
Systems Research Institute, Polish Academy of Sciences, Poland; University of Turku, Finland; Southern Federal University, Taganrog, Russia
11:40AM New Solution based on Fuzzy System for Planning IoT Communication Infrastructure for Rural Areas [#221]
Jocines Dela Flora da Silveira, Tiago Rocha Martins, Cristiano Neri da Silva and Jose Valdemir dos Reis Junior
Federal University of Piaui, Brazil
12:00PM Developing a cloud – based service – oriented architecture for fuzzy logic systems. [#234]
Bhavesh Pandya, Amir Pourabdollah, Ahmad Lotfi and Giovanni Acampora
Nottingham Trent, UK, United Kingdom; University of Naples Federico II, Napoli, Italy
12:20PM Identifying and Rectifying Rational Gaps in Fuzzy Rule Based Systems for Regression Problems [#304]
Ashish Bhatia and Hani Hagras
University of Essex, United Kingdom

Session Tue-S-B3: Type-2 Fuzzy Sets and Systems Applications-II
Tuesday, July 13, 11:00AM-12:40PM, Room: Stream 3, Chair: Javier Andreu-Perez

11:00AM Self-Organised Direction Aware Data Partitioning for Type-2 Fuzzy Time Series Prediction [#206]
Arthur Caio Vargas e Pinto, Petronio Candido de Lima e Silva, Frederico Gadelha Guimaraes, Christian Wagner and Eduardo Pestana de Aguiar
Federal University of Juiz de Fora, Brazil; Federal Institute of Education, Science and Technology of the Northern Minas Gerais, Brazil; Federal University of Minas Gerais, Brazil; University of Nottingham, United Kingdom
11:20AM A multi -agent system for road traffic decision making based on Hierarchical Interval Type-2 Fuzzy Knowledge Representation System [#275]
Mariam Zouari, Nesrine Baklouti, Kammoun M.Habib, Sanchez-Medina Javier, Ben Ayed Mounir and Alimi Adel
REGIM-Lab: REsearch Groups in Intelligent Machines University of Sfax, National Engineering School of Sfax, Sfax, Tunisia, Tunisia; Innovation Center for the Information Society (CICEI) University of Las Palmas de Gran Canaria, Spain
11:40AM Capturing Uncertainty with Interval Fuzzy Logic Systems through Composite Deep Learning [#193]
Aykut Beke and Tufan Kumbasar
Istanbul Technical University, Turkey
12:00PM Enhanced Deep Type-2 Fuzzy Logic System For Global Interpretability [#299]
Ravikiran Chimatapu, Hani Hagras, Mathias Kern and Gilbert Owusu
University of Essex, United Kingdom; BT, United Kingdom
12:20PM A Type-2 Fuzzy Based Multi-Objective Optimisation for Strategic Network Planning in the Telecommunication Domain [#303]
Liam Beasley, Hani Hagras, Anthony Conway and Gilbert Owusu
University of Essex, United Kingdom; British Telecoms, United Kingdom

Session Tue-S-B4: Information fusion techniques based on aggregation functions, preaggregation functions and their generalization
Tuesday, July 13, 11:00AM-12:40PM, Room: Stream 4, Chair: Humberto Bustince

11:00AM Population Monotonicity of Non-deterministic Computable Aggregations [#78]
Luis Magdalena, Daniel Gomez, Luis Garmendia and Javier Montero
Universidad Politecnica de Madrid, Spain; Universidad Complutense de Madrid, Spain
11:20AM An Score Index for Hesitant Fuzzy Sets Based on the Choquet Integral [#110]
Narukawa Yasuo and Torra Vicenc
Tamagawa University, Japan; Umea University, Sweden
11:40AM Preference and weak interval-valued operator in decision making problem [#124]
Barbara Pekala, Pawel Drygas, Maksymilian Knap, Dorota Gil and Bogdan Kwiatkowski
University of Rzeszow, Poland; University of Information Technology and Management, Poland; Rzeszow University of Technology, Poland
12:00PM A Survey on Tree Aggregation [#187]
Saloni Kwatra and Vicenc Torra
Umea University, Sweden
12:20PM Radius kNN Classifier Using Aggregation of Fuzzy Equivalences [#274]
Piotr Grochowalski, Anna Krol and Wojciech Rzasa
University of Rzeszow, Poland

Workshop Tue-S-C1: Lunch Break and Mentoring Program – mentor-mentee catchup session
Tuesday, July 13, 1:00PM-1:50PM, Room: Stream 1

Plenary Talk Tue-K-D1: Keynote: L. McGregor, Chair: Anna Wilbik
Tuesday, July 13, 2:00PM-2:50PM, Room: Stream 1, Speaker: L. McGregor

Plenary Talk Tue-K-E1: Keynote: J. Mendel, Chair: Hani Hagras
Tuesday, July 13, 3:00PM-3:50PM, Room: Stream 1, Speaker: J. Mendel

Session Tue-S-F1: Software for Soft Computing I
Tuesday, July 13, 4:00PM-5:40PM, Room: Stream 1, Chair: Jose Manuel Soto Hidalgo

4:00PM Designing the Hierarchical Fuzzy Systems Via FuzzyR Toolbox [#14]
Tajul Rosli Razak, Chao Chen, Jonathan M. Garibaldi and Christian Wagner
Faculty of Computer & Mathematical Science, Universiti Teknologi MARA, Perlis Branch, MALAYSIA, Malaysia; Lab for Uncertainty in Data and Decisions Making (LUCID), School of Computer Science, The University of Nottingham, UK., United Kingdom
4:20PM Flexible Aggregation in FSA-SPARQL [#136]
Jesus M. Almendros-Jimenez, Antonio Becerra-Teron, Gines Moreno and Jose A. Riaza
University of Almeria, Spain; University of Castilla-La Mancha, Spain
4:40PM An Extension of the FuzzyR Toolbox for Non-Singleton Fuzzy Logic Systems [#199]
Chao Chen, Yu Zhao, Christian Wagner, Direnc Pekaslan and Jonathan M. Garibaldi
University of Nottingham, United Kingdom
5:00PM Enhancing the ORCA framework with a new Fuzzy Rule Base System implementation compatible with the JFML library [#62]
Francisco Javier Rodriguez-Lozano, David Guijo-Rubio, Pedro Antonio Gutierrez, Jose Manuel Soto-Hidalgo and Juan Carlos Gamez-Granados
University of Cordoba, Spain; University of Granada, Spain
5:20PM An approach to bridge the gap between ubiquitous embedded devices and JFML: A new module for Internet of Things [#184]
Francisco Javier Rodriguez-Lozano, Juan Carlos Gamez-Granados, Oresti Banos, Jesus Alcala-Fdez and Jose Manuel Soto-Hidalgo
University of Cordoba, Spain; University of Granada, Spain

Session Tue-S-F2: Fuzzy decision making and decision support systems-III
Tuesday, July 13, 4:00PM-5:40PM, Room: Stream 2, Chair: Anna Wilbik

4:00PM A Fuzzy Spatial Relationship Graph for Point Clouds Using Bounding Boxes [#241]
Andrew Buck, Derek Anderson, James Keller, Robert Luke and Grant Scott
University of Missouri, United States; US Army DEVCOM C5ISR Center, United States
4:20PM Qualitative Bipolar Decision Frameworks Viewed as Pessimistic/Optimistic Utilities [#282]
Florence Dupin de Saint-Cyr and Romain Guillaume
IRIT, Toulouse University, France
4:40PM Toward a fuzzy logic-based consensus analysis in hybrid memory management [#215]
Lizandro Oliveira, Rodrigo Moura, Guilherme Schneider, Mauricio Pilla, Adenauer Yamin, Renata Reiser and Benjamin Callejas
Federal University of Pelotas, Brazil; Federal University of Rio Grande do Norte, Brazil
5:00PM Towards a Federated Fuzzy Learning System [#296]
Anna Wilbik and Paul Grefen
Maastricht University, Netherlands; Eindhoven University of Technology, Netherlands
5:20PM Z-Adaptive Fuzzy Inference Systems [#204]
Fatemeh Rezaee-Ahmadi, Hamed Rafiei and Mohammad-R. Akbarzadeh-T.
Department of Electrical Engineering, Center of Excellence on Soft Computing and Intelligent Information Processing, Ferdowsi University of Mashhad, Mashhad, Iran, Iran

Session Tue-S-F3: Type-2 Fuzzy Sets and Systems Applications-III
Tuesday, July 13, 4:00PM-5:40PM, Room: Stream 3, Chair: Javier Andreu-Perez

4:00PM A New Interval Type-2 Fuzzy PRISM Algorithm [#88]
Bartczuk Lukasz
Department of Intelligent Computer Systems, Czestochowa University of Technology, Poland
4:20PM A Type-2 Fuzzy Logic Based Explainable AI Approach for the Easy Calibration of AI models in IoT Environments [#125]
Josip Rozman, Hani Hagras, Javier Andreu-Perez, Damien Clarke, Beate Muller and Steve Fitz
University of Essex, United Kingdom; Plextek Ltd., United Kingdom
4:40PM On Multicriteria Choice Based on Type-2 Fuzzy Preference Relation: an Axiomatic Approach [#18]
Vladimir Noghin and Oleg Baskov
Saint-Petersburg State University, Russian Federation

Session Tue-S-F4: Recent Advances in Fuzzy Control System Design and Analysis
Tuesday, July 13, 4:00PM-5:40PM, Room: Stream 4, Chair: Tufan Kumbasar

4:00PM Adaptive Fuzzy Controller for Dielectric Elastomer Actuator with Output Feedback [#116]
Jakub Bernat and Blazej Cieslikowski
Poznan University of Technology, Poland
4:20PM Switched Control and Tracking Application in Aeropendulum System using Fuzzy Models [#217]
Hyago R M Silva, Rodrigo Cardim, Marcelo C M Teixeira, Edvaldo Assuncao and Igor T M Ramos
Sao Paulo State University – UNESP, Ilha Solteira, Brazil
4:40PM Affine Equivalent Model Based on Data-Driven Fuzzy Rules for a Class of Discrete-Time Adaptive Controller [#83]
Miriam Flores Padilla and Chidentree Treesatayapun
Department of robotic and advanced manufacturing,CINVESTAV, Mexico
5:00PM Performance Comparison of the ANFIS based Quad-Copter Controller Algorithms [#15]
Namal Rathnayake, Tuan Linh Dang and Yukinobu Hoshino
Kochi University of Technology, Japan; Hanoi University of Science and Technology, Viet Nam

Workshop Tue-E-G1: Social – Virtual Escape Game @Fuzz-IEEE
Tuesday, July 13, 6:00PM-8:00PM, Room: Stream 1, Chair: EA Team

Session Wed-S-A1: Hybrid fuzzy systems (fuzzy-neuro-evolutionary-rough)
Wednesday, July 14, 9:00AM-10:40AM, Room: Stream 1, Chair: Qiang Shen

9:00AM Regularized neuro-fuzzy AI model to aid score management in Online distance learning forums [#8]
Paulo Vitor de Campos Souza, Edwin Lughofer and Augusto Junio Guimaraes
Johannes Kepler University Linz, Austria; UNA University Center, Brazil
9:20AM Unsupervised Fuzzy Neural Network for Image Clustering [#102]
Yifan Wang, Hisao Ishibuchi, Jihua Zhu, Yaxiong Wang and Tao Dai
Xi an Jiaotong University, China; Southern University of Science and Technology, China; Chang an University, China
9:40AM A Hybrid Approach to Approximate Real-time Decision Making [#10]
Zbigniew Suraj
University of Rzeszow, Poland
10:00AM Multi-attribute decision making using interval-valued pythagorean fuzzy set and differential evolutionary algorithm [#294]
G Punnam Chander and Sujit Das
NIT Warangal, India
10:20AM High-dimensional Multivariate Time Series Forecasting using Self-Organizing Maps and Fuzzy Time Series [#210]
Matheus Cascalho dos Santos, Frederico Gadelha Guimaraes and Petronio Candido de Lima Silva
UFMG, Brazil; IFNMG, Brazil

Session Wed-S-A2: Fuzzy decision making and decision support systems-IV
Wednesday, July 14, 9:00AM-10:40AM, Room: Stream 2, Chair: Adam Kasperski

9:00AM Robust possibilistic optimization with copula function [#127]
Romain Guillaume, Adam Kasperski and Pawel Zielinski
University of Toulouse-irit, France; Wroclaw University of Science and Technology, Poland
9:20AM A Novel Consensus Model For Group Decision-making Problems Based on Discrete Fuzzy Numbers [#277]
Ines Abdennaji, Sebastia Massanet and Juan Vicente Riera
University of the Balearic Islands, Tunisia; University of the Balearic Islands, Spain
9:40AM Learnability in “Learning from Fuzzy Labels” [#118]
Andrea Campagner
DISCo, University of Milano-Bicocca, Italy
10:00AM Possibilistic aggregation of inhomogeneous streams of data [#142]
Olgierd Hryniewicz and Katarzyna Kaczmarek-Majer
Systems Research Institute, Warsaw, Poland

Session Wed-S-A3: Medical, financial, industrial and other real world applications
Wednesday, July 14, 9:00AM-10:40AM, Room: Stream 3, Chair: Pawel Karczmarek

9:00AM Fuzzy Extensions of Isolation Forests for Road Anomaly Detection [#143]
Marcin Badurowicz, Pawel Karczmarek and Jerzy Montusiewicz
Lublin University of Technology, Poland
9:20AM Fuzzy Estimation of VO2 Dynamics During Cycling Exercise [#238]
Pillt Hernandez, Miguel Melgarejo, Ibeth Aguiar and Miguel Nino
Electronics Engineering Department Universidad Distrital Francisco Jose de Caldas, Colombia; Laboratory for Automation and Computational Intelligence Universidad Distrital Francisco Jose de Caldas, Colombia; Unidad de Ciencias Aplicadas al Deporte (UCAD), Colombia
9:40AM Bridging the Gap between Atomic and Complex Activities in First Person Video [#237]
Bradley Schneider and Tanvi Banerjee
Wright State University, United States
10:00AM A Novel Data Driven Machine Learning Algorithm For Fuzzy Estimates of Optimal Portfolio Weights and Risk Tolerance Coefficient [#126]
Aerambamoorthy Thavaneswaran, You Liang, Alex Paseka, Md. Erfanul Hoque and Ruppa K. Thulasiram
University of Manitoba, Canada; Ryerson University, Canada
10:20AM A new approach to ALMMo-0 Classifiers: A trade-off between accuracy and complexity [#167]
Filipe Santos, Joao Sousa and Susana Vieira
IDMEC, Instituto Superior Tecnico, Universidade de Lisboa, Portugal

Session Wed-S-A4: Fuzzy image processing
Wednesday, July 14, 9:00AM-10:40AM, Room: Stream 4, Chair: Jesus Chamorro-Martinez

9:00AM FuzzyDCNN: Incorporating Fuzzy Integral Layers to Deep Convolutional Neural Networks for Image Segmentation [#35]
Qiao Lin, Xin Chen, Chao Chen and Jonathan Garibaldi
University of Nottingham, United Kingdom
9:20AM A Path-based Fuzzy Approach to Color Image Segmentation [#168]
Jesus Chamorro-Martinez, Miriam Mengibar-Rodriguez and Pedro Manuel Martinez-Jimenez
University of Granada, Spain; University of Cadiz, Spain
9:40AM Describing images using fuzzy mutual position matrix and saliency-based ordering of predicates [#256]
Marcin Iwanowski and Mateusz Bartosiewicz
Warsaw University of Technology, Poland
10:00AM Multilevel Color Image Segmentation using Modified Fuzzy Entropy and Cockoo Search Algorithm [#63]
Shreya Pare, Deepak Puthal, Deepak Gupta, Anand Malik, Amit Saxena and Mukesh Prasad
University of Technology Sydney, Australia; Newcastle University, United Kingdom; National Institute of Technology, India; University of Delhi, India; Guru Ghasidas University, India
10:20AM Color-based Superpixel Semantic Segmentation for Fire Data Annotation [#226]
Pedro Messias, Maria Joao Sousa and Alexandra Moutinho
Instituto Superior Tecnico, Universidade de Lisboa, Portugal; IDMEC, Instituto Superior Tecnico, Universidade de Lisboa, Portugal

Session Wed-S-B1: Fuzzy information processing
Wednesday, July 14, 11:00AM-12:40PM, Room: Stream 1, Chair: Javier Fernandez

11:00AM A Fuzzy Generalisation of the Hamming Distance for Temporal Sequences [#44]
Clement Moreau, Thomas Devogele, Cyril de Runz, Veronika Peralta, Evelyne Moreau and Laurent Etienne
University of Tours, France; ISEN, France
11:20AM A Comprehensive Analysis of the Impact of Selecting the Training Set Elements on the Correctness of Classification for Highly Variable Ecological Data [#113]
Adam Kiersztyn, Rafal Lopucki, Krystyna Kiersztyn, Pawel Karczmarek, Pawel Powroznik, Dariusz Czerwinski and Witold Pedrycz
Lublin University of Technology, Poland; The John Paul II Catholic University of Lublin, Poland; University of Alberta, Canada
11:40AM A Fuzzy Aggregation based Ensemble Framework for Accurate and Stable Feature Selection [#26]
Zixiao Shen, Xin Chen and Jonathan Garibaldi
University of Nottingham, United Kingdom
12:00PM Proximity-Based Unification and Matching for Fully Fuzzy Signatures [#96]
Cleo Pau and Temur Kutsia
RISC, Johannes Kepler University Linz, Austria
12:20PM Topography-based Fuzzy Assessment of Runoff Area with 3D Spatial Relations [#189]
Clement Iphar, Laurence Boudet and Jean-Philippe Poli
CEA, LIST ; Universite Paris-Saclay, France

Session Wed-S-B2: Fuzzy decision making and decision support systems-V
Wednesday, July 14, 11:00AM-12:40PM, Room: Stream 2, Chair: Jon Garibaldi

11:00AM Cylindrical Neutrosophic Fuzzy Heuristic Approach to Locate Mobile Pandemic Test Labs [#24]
Esra Cakir, Mehmet Ali Tas and Ziya Ulukan
Galatasaray University, Turkey; Turkish-German University, Turkey
11:20AM Robust Optimization with Scenarios Using Random Fuzzy Sets [#46]
Romain Guillaume, Adam Kasperski and Pawel Zielinski
Universite de Toulouse-IRIT, France; Wroclaw University of Science and Technology, Poland
11:40AM Distributionally Robust Optimization in Possibilistic Setting [#47]
Romain Guillaume, Adam Kasperski and Pawel Zielinski
Universite de Toulouse-IRIT, France; Wroclaw University of Science and Technology, Poland
12:00PM Pareto Bid Estimation for Multi-Issue Bilateral Negotiation under User Preference Uncertainty [#268]
Pallavi Bagga, Nicola Paoletti and Kostas Stathis
Royal Holloway, University of London, United Kingdom
12:20PM Fuzzy Analytic Hierarchy Process Based on Graphical Components [#22]
Michal Walczuk and Pawel Karczmarek
Department of Computer Science, Lublin University of Technology, Poland

Session Wed-S-B3: Fuzzy logic and fuzzy set theory
Wednesday, July 14, 11:00AM-12:40PM, Room: Stream 3, Chair: Shaily Kabir

11:00AM Some New Typical Fuzzy Multisets Logics [#133]
Luis Garmendia, Ramon Gonzalez del Campo and Jordi Recasens
Complutense University of Madrid, Spain; Universitat Politecnica de Catalunya, Spain
11:20AM On (Fuzzy) Closure Systems In Complete Fuzzy Lattices [#214]
Manuel Ojeda-Hernandez, Inma P. Cabrera, Pablo Cordero and Emilio Munoz-Velasco
University of Malaga, Spain
11:40AM A cross-product of S-linearly correlated fuzzy numbers [#262]
Beatriz Laiate, Ricardo Watanabe, Estevao Esmi, Francielle Santo Pedro and Laecio Barros
University of Campinas, Brazil; Federal University of Sao Paulo, Brazil
12:00PM Interval-Valued Regression: Sensitivity to Data Set Features [#293]
Shaily Kabir and Christian Wagner
Lab for Uncertainty in Data and Decision Making (LUCID), School of Computer Science, University of Nottingham, Nottingham, UK, United Kingdom
12:20PM Parabolic Intuitionistic Fuzzy based Data Envelopment Analysis [#244]
Mohammad Aqil Sahil, Meenakshi Kaushal and Q.M.Danish Lohani
South Asian University, India

Session Wed-S-B4: Fuzzy Clustering
Wednesday, July 14, 11:00AM-12:40PM, Room: Stream 4, Chair: Sansanee Auephanwiriyakul

11:00AM Kernel-Based k-Representatives Algorithm for Fuzzy Clustering of Categorical Data [#153]
Toan Nguyen Mau and Van-Nam Huynh
Japan Advanced Institute of Science and Technology, Japan
11:20AM A Fuzzy Multi-class Novelty Detector for Data Streams Under Intermediate Latency [#252]
Andre Cristiani and Heloisa Camargo
Federal University of Sao Carlos, Brazil
11:40AM Scalable Fuzzy Clustering-based Regression to Predict the Isoelectric Points of the Plant Protein Sequences using Apache Spark [#232]
Ajay Choudhary, Preeti Jha, Aruna Tiwari, Neha Bharill and Milind Ratnaparkhe
Indian Institute of Technology Indore, India; Mahindra University, Ecole Centrale School of Engineering Hyderabad, India; ICAR-Indian Institute of Soybean Research, India
12:00PM Video Classification using SlowFast Network via Fuzzy rule [#233]
Rituraj Kumar Singh, Aruna Tiwari, Santanu Chaudhury, Sanjay Singh and Sumeet Saurav
Indian Institute of Technology Indore, India; Indian Institute of Technology Jodhpur, India; CSIR-CEERI Pilani, India
12:20PM K-Medoids Clustering and Fuzzy Sets For Isolation Forest [#21]
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Marcin Badurowicz, Dariusz Czerwinski and Jerzy Montusiewicz
Department of Computer Science, Lublin University of Technology, Poland; Department of Electrical and Computer Engineering, University of Alberta, Canada

Panel Session Wed-P-C1: Panel – Handling Uncertainty in Interpretable AI
Wednesday, July 14, 1:00PM-1:50PM, Room: Stream 1, Chair: Timothy Havens

Plenary Talk Wed-K-D1: Keynote: M. A. Gil – Live, Chair: Humberto Bustince
Wednesday, July 14, 2:00PM-2:50PM, Room: Stream 1, Speaker: M. A. Gil

Plenary Talk Wed-K-E1: Keynote: S. Dickinson – Live, Chair: Jonathan Garibaldi
Wednesday, July 14, 3:00PM-3:50PM, Room: Stream 1, Speaker: S. Dickinson

Session Wed-S-f1: Fuzzy data mining and forecasting
Wednesday, July 14, 4:00PM-5:40PM, Room: Stream 1, Chair: Eduardo Aguiar

4:00PM A C4.5 Fuzzy Decision Tree Method for Multivariate Time Series Forecasting [#160]
Rafael Silva, Walmir Matos Caminhas, Petronio Candido de Lima Silva and Frederico Gadelha Guimaraes
UFMG, Brazil; IFNMG, Brazil
4:20PM Time Series Modeling with Fuzzy Cognitive Maps based on Partitioning Strategies [#13]
Guoliang Feng, Wei Lu and Jianhua Yang
Dalian University of Technology, China
4:40PM Evolving Fuzzy System with Multivariable Gaussian Participatory Learning and Recursive Maximum Correntropy – eFCE [#209]
Fernanda Rodrigues, Alisson Silva and Andre Lemos
CEFET-MG, Brazil; UFMG, Brazil
5:00PM Evolving Fuzzy Modeling with Variable Step-Size applied to Gas Prices Forecasting in Brazil [#219]
Eduardo Queiroz, Kaike Alves, Fernando Oliveira and Eduardo Aguiar
Pontifical Catholic University of Rio de Janeiro, Brazil; Federal University of Juiz de Fora, Brazil
5:20PM Dynamic analysis of customer needs using opinion mining and fuzzy time series approaches [#77]
Huimin Jiang, Farzad Sabetzadeh and C.K. Kwong
Macau University of Science and Technology, Macau; City University of Macau, Macau; The Hong Kong Polytechnic University, Hong Kong

Session Wed-S-F2: Emerging areas
Wednesday, July 14, 4:00PM-5:40PM, Room: Stream 2, Chair: Shaily Kabir

4:00PM Do People Prefer to Give Interval-Valued or Point Estimates and Why? [#240]
Zack Ellerby and Christian Wagner
University of Nottingham, United Kingdom
4:20PM A Survey of Fuzzy Approaches in Spatial Data Science [#179]
Anderson Chaves Carniel and Markus Schneider
Federal University of Sao Carlos, Brazil; University of Florida, United States
4:40PM A Fuzzy Logic-Based Trust Estimation in Edge-Enabled Vehicular Ad Hoc Networks [#302]
Md. Mahmudul Hasan, Mosarrat Jahan, Shaily Kabir and Christian Wagner
University of Dhaka, Bangladesh; University of Nottingham, United Kingdom
5:00PM Composite Indices for Adoption of Electric Vehicles (EVs) [#173]
Arnab Sircar
Unionville High School, United States
5:20PM Discovering Fuzzy Frequent Spatial Patterns in Large Quantitative Spatiotemporal databases [#80]
Veena Pamalla, Chithra Sai, Uday Kiran Rage, Agarwal Sonali and Zettsu Koji
Sri Balaji PG College, India; IIIT-Idupulapaya, India; The University of Aizu, Japan; IIIT-Allahabad, India; NICT, Japan

Session Wed-S-F3: Fuzzy measure and integral
Wednesday, July 14, 4:00PM-5:40PM, Room: Stream 3, Chair: Agnes Rico

4:00PM A novel similarity measure based on generalized score function for interval-valued intuitionistic fuzzy sets with applications [#9]
Hoang Nguyen
Gdynia Maritime University, Poland
4:20PM Necessary and sufficient condition for the existence of Atanassov’s Intuitionistic Fuzzy based additive definite integral [#246]
Mohd Shoaib Khan, Tiwari Ashutosh and Lohani QM Danish
South Asian University, India
4:40PM Qualitative Integrals on Dragonfly Algebras [#272]
Antonin Dvorak, Michal Holcapek and Agnes Rico
University of Ostrava, Czech Republic; Universite de Lyon, France
5:00PM The Lindstrom-Type Characterization of Hajek’s Fuzzy Logic of Integrals [#220]
Krystian Jobczyk
AGH University of Science and Technology, Poland
5:20PM Online Sequential Learning of Fuzzy Measures for Choquet Integral Fusion [#76]
Siva K. Kakula, Anthony J. Pinar, Timothy C. Havens and Derek T. Anderson
Michigan Technological University, United States; University of Missouri, United States

Session Wed-S-F4: Granular computing
Wednesday, July 14, 4:00PM-5:40PM, Room: Stream 4, Chair: Derek Anderson

4:00PM An Approach to Determine Best Cutting-points in Group Decision Making Problems with Information Granules [#57]
Lijie Han, Mingli Song and Witold Pedrycz
Communication University of China, China; University of Alberta, Canada
4:20PM Classification of Complex Ecological Objects with the Use of Information Granules [#89]
Adam Kiersztyn, Krystyna Kiersztyn, Pawel Karczmarek, Marek Kaminski, Ignacy Kitowski, Adam Zbyryt, Lopucki Rafal, Grzegorz Pitucha and Witold Pedrycz
Lublin University of Technology, Poland; The John Paul II Catholic University of Lublin, Poland; The State School of Higher Education in Chelm, Poland; University of Bialystok, Poland; University of Rzeszow, Poland; University of Alberta, Canada
4:40PM The Concept of Granular Representation of the Information Potential of Variables [#115]
Adam Kiersztyn, Pawel Karczmarek, Krystyna Kiersztyn, Rafal Lopucki, Stanislaw Grzegorski and Witold Pedrycz
Lublin University of Technology, Poland; The John Paul II Catholic University of Lublin, Poland; University of Alberta, Canada
5:00PM Nested Structures Study in Dual Hesitant Fuzzy Information Systems [#31]
Yanxia Wei and Qinghai Wang
Qinghai Normal University, China

Workshop Wed-E-G1: Awards and Closing Session
Wednesday, July 14, 6:00PM-6:45PM, Room: Stream 1