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