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10:00-10:20 am
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Opening Remarks
Welcome by Dean Carrie Berger
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10:20-11:20 am
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Plenary Talk 1, Piero P Bonissone "Prognostics and Health Maintenance (PHM) Analytics for Industrial AI," (pdf) chaired by Vladik Kreinovich
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11:20am -1:20 pm
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ROOM A
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ROOM B
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Biomedical applications. Chairs: Jozo Dujmovic, Kelly Cohen
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Interval techniques. Chairs: Marina Mizukoshi, Christian Servin
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11:20-11:40 am
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Jozo Dujmovic and Daniel Tomasevich "COVID-19 Vaccination Priority Evaluation" (Best Paper Award)
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Flaulles Bergamaschi and Regivan Santiago "A Study on Constrained Interval Arithmetic"
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11:40am-12:00
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Michele Lopes, Francielle Santo Pedro, Laecio Barros, Estevao Esmi, and Daniel Sanchez "Use of t-norm in an epidemiological model for COVID-19" (Best Student Paper Award)
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Laxman Bokati, Olga Kosheleva and Vladik Kreinovich "How Much For a Set: General Case of Decision Making Under Set-Valued Uncertainty "
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12:00-12:20 pm
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Nicholas DeGroote and Kelly Cohen "A Genetic Fuzzy Approach for the Prediction of Heart Failure"
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Chenyi Hu, Victor Sheng, Ningning Wu, and Xintao Wu "Managing Uncertainty in Crowdsourcing with Interval-valued Labels"
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12:20-12:40 pm
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Allison Murphy "Breast Cancer Wisconsin (Diagnostic) Data Analysis Using GFS-TSK"
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Marina Tuyako Mizukoshi and Weldon Alexander Lodwick "Interval Arithmetic: WSM, CIA or RDM?"
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Education. Chairs: Marina Mizukoshi, Christian Servin
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12:40- 1:00 pm
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Dennis Stuhlman "A Method to Optimize and Automate the Distribution of Radiology Studies" (Outstanding Paper Award)
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Christian Servin "Fuzzy Information Processing: Educational Perspective from the First Two-Years in Computing Curricula" (Outstanding Paper Award)
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1:00- 1:20 pm
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Anoop Sathyan, Weihong Yuan, David Fleck, Scott Bonnette, Jed Diekfuss, Marissa Martis, Austin Gable, Gregory Myer, Mekibib Altaye, Jonathan Dudley, and Kelly Cohen " Genetic Fuzzy Methodology to Predict Time To Return To Play From Sports-Related Concussion" (Outstanding Paper Award)
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Christian Servin, Olga Kosheleva and Vladik Kreinovich "What Teachers Can Learn from Machine Learning"
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1:20- 2:10 pm
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lunch break -- SpatialChat rooms will be available for participants to virtually mingle
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2:10- 3:10 pm
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Plenary Talk 2, Jerry Mendel "Explainable AI (XAI) for Rule-Based Fuzzy Systems," chaired by Scott Dick
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3:10- 3:20 pm
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break -- SpatialChat rooms will be available for participants to virtually mingle
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3:20- 5:00 pm
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ROOM A
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ROOM B
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Relation between fuzzy and other uncertainty techniques. Chairs: Bart Kosko, Barnabas Bede
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Applications I. Chairs: Julia Rayz, Ildar Batyrshin
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3:20- 3:40 pm
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Bart Kosko "Uniform mixture convergence of continuously transformed fuzzy systems" (Best Paper Award)
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Andrew Barth, Kelly Cohen, and Ou Ma "A Fuzzy Logic Approach for Spacecraft Landing Site Selection" (Honorable Mention for Student Paper)
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3:40- 4:00 pm
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Barnabas Bede and Aeon Wiliams "Takagi-Sugeno Fuzzy Systems with Triangular Membership Functions as Interpretable Neural Networks"
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Heath Palmer and Kelly Cohen "Genetic Fuzzy Hand Gesture Classifier"
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4:00- 4:20 pm
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Gustavo Costa and Laecio Carvalho de Barros "Why are Fuzzy and Stochastic Calculus Different?"
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Joseph Cohen and Jun Ni "A Deep Fuzzy Semi-Supervised Approach to Clustering and Fault Diagnosis of Partially Labeled Semiconductor Manufacturing"
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4:20- 4:40 pm
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Kyle Dunlap, Kelly Cohen and Kerianne Hobbs "Comparing the Explainability and Performance of Reinforcement Learning and Genetic Fuzzy Systems for Safe Satellite Docking" (Outstanding Paper Award)
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Geetanjali Bihani and Julia Taylor Rayz "Fuzzy Classification of Multi-intent Utterances"
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4:40- 5:00 pm
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Michael Hirsch and James Crowder "Machine Learning to Augment the Fusion Process for Data Classification"
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Xiaonan Jing, Yi Zhang, Qingyuan Hu and Julia Taylor Rayz "Modeling Fuzzy Cluster Transitions for Topic Tracing"
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5:00- 5:10 pm
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break -- SpatialChat rooms will be available for participants to virtually mingle
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5:10- 6:10 pm
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Plenary Talk 3, Dimitar Filev, "Trends in AI Inspired Automated Driving Policies," chaired by Barnabas Bede
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Tuesday, June 8
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10:00-11:00 am
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Plenary Talk 4, Marek Reformat, "Fuzziness and Web Intelligence," chaired by Juan Carlos Figueroa Garcia
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11:00-11:10 am
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break -- SpatialChat rooms will be available for participants to virtually mingle
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11:10am - 1:10 pm
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Panel on eXplainable AI. Chairs: Kelly Cohen, Nick Ernest, Tim Arnett
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11:10am-11:55am
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Panel Discussion "Explainable AI"; Organizer: Nick Ernest; Panelists: Oscar Cordon, Anca Ralescu, Hugo Boronat
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11:55am-12:25pm
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Explainable AI Challenge - Student Competition. Organizers: Nick Ernest, Tim Arnett, Brandon Kunkel, Lynn Pickering, Javier Viana Perez
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12:25-13:10pm
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Panel Discussion "Assured Autonomy" Organizer: Tim Arnett; Panelists: Alexander Heit, Kerianne Hobbs, Elad Kivelevitch
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1:10- 2:00 pm
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lunch break -- SpatialChat rooms will be available for participants to virtually mingle
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2:00- 3:00 pm
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Plenary Talk 5, Ljiljana Trajkovic, "Data mining and machine learning for detecting traffic anomalies and intrusions," chaired by Martine Ceberio
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3:00- 3:10 pm
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break -- SpatialChat rooms will be available for participants to virtually mingle
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3:10- 5:10 pm
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ROOM A
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ROOM B
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Applications II. Chairs: Kelly Cohen, Fernando Gomide
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Fuzzy techniques I. Chairs: Juan Carlos Figueroa Garcia, Olga Kosheleva
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3:10- 3:30 pm
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Beatriz Laiate, Estevao Esmi, Francielle Santo Pedro Simoes, and Laecio Barros "Solutions of systems of linear fuzzy differential equations for a special class of fuzzy processes"
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Juan Carlos Figueroa-Garcia, Carlos Franco, and Jhoan Sebastian Tenjo Garcia "A note on the KM algorithm for computing the variance of an Interval Type-2 Fuzzy Set"
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3:30- 3:50 pm
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Xin Li and Kelly Cohen "Abstractive Representation Modeling for Image Classification"
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Rodrigo Noronha "A New GA-PSO Optimization Methodology with Fuzzy Adaptive Inertial Weight"
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3:50- 4:10 pm
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Felipe Longo, Beatriz Laiate, Francielle Santo Pedro Simoes, Estevao Esmi, Laecio Barros, and Joao Frederico da Costa Azevedo Meyer "A-cross product for autocorrelated fuzzy processes: the Hutchinson equation"
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Olga Kosheleva and Vladik Kreinovich "A Natural Formalization of Changing-One's-Mind Leads to Square Root of 'Not' and to Complex-Valued Fuzzy Logic"
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4:10- 4:30 pm
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Owen Macmann, Kelly Cohen and Franck Cazaurang "Fuzzy-Flatness Hybrid Fault-Tolerant Control"
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Gabriela Surita, Andre Lemos, and Fernando Gomide "Fuzzy Baselines to Stabilize Policy Gradient Reinforcement"
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4:30- 4:50 pm
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Kanishka Misra and Julia Taylor Rayz "Finding Fuzziness in Neural Network Models of Language Processing" (Honorable Mention for Student Paper)
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Vinicius Wasques "Numerical Solution for Fuzzy Partial Differential Equations with Interactive Fuzzy Boundary Conditions"
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4:50- 5:10 pm
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Katherine O'Grady, Javier Viana and Kelly Cohen "Predicting Diabetes Diagnosis with Binary-to-Fuzzy Extrapolations and Weights Tuned via Genetic Algorithm"
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Francisco Zapata, Olga Kosheleva and Vladik Kreinovich "Fuzzy Logic Leads to a More Adequate Way of Processing Likert-Scale Values: Case Study of Burnout"
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Wednesday, June 9
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10:00-11:00 am
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Plenary Talk 6, Jin Wei Kocsis, "Intelligent Soft Computing-Based Security Control for Smart Energy Systems," (pdf) chaired by Julia Rayz
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11:00-11:10 am
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break -- SpatialChat rooms will be available for participants to virtually mingle
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11:10am - 1:10 pm
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ROOM A
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ROOM B
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Applications III. Chairs: Jin Wei Kocsis, Oscar Castillo
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Fuzzy techniques and fuzzy theory. Chairs: Igor Skrjanc, Christian Servin
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11:10-11:30 am
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Camilo Franco and Daniela Cadavid "Estimating fuzzy possibility functions for e-commerce decision support" (Outstanding Student Paper Award)
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Ziga Strzinar and Igor Skrjanc "Self-tuned model-based predictive control using evolving fuzzy model of a non-linear dynamic process"
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11:30-11:50 am
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Lynn Pickering and Kelly Cohen "Toward Explainable AI - Genetic Fuzzy Systems - A Use Case"
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Olga Kosheleva and Vladik Kreinovich "Each Realistic Continuous Functional Dependence Implies a Relation Between Some Variables: A Theoretical Explanation of a Fuzzy-Related Empirical Phenomenon"
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11:50am-12:10 pm
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Matthew Terry and Kelly Cohen "Fuzzy Tunes"
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Julio Urenda, Christian Servin, Olga Kosheleva, and Vladik Kreinovich "Mexican Folk Arithmetic Algorithm Makes Perfect Sense"
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12:10-12:30 pm
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Javier Viana and Kelly Cohen "Fuzzy-based, Noise-Resilient, Explainable Algorithm for Regression"
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Kelly Cohen, Laxman Bokati, Martine Ceberio, Olga Kosheleva, and Vladik Kreinovich "Why Fuzzy Techniques in Explainable AI? Which Fuzzy Techniques in Explainable AI?"
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12:30-12:50 pm
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Tatiana Ringenberg, Kathryn Seigfried-Spellar, and Julia Rayz "Uncertainty to Avoid Entrapment: Comparing Internet Stings to Real Victim Conversations" (Outstanding Student Paper Award)
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Javier Viana and Kelly Cohen "Evaluation Criteria for Noise Resilience in Regression Algorithms"
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12:50- 1:10 pm
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Moein Sabounchi and Jin Wei-Kocsis "FLTRL: A Fuzzy-Logic Transfer Learning Powered Reinforcement Learning Method for Intelligent Online Control in Power Systems"
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Christian Servin (moderator) "Fuzzy Education Committee and Working Group on Teaching Fuzzy Logic and Related Areas: Announcement and Discussion"
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1:10- 2:10 pm
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lunch break -- SpatialChat rooms will be available for participants to virtually mingle
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2:10- 3:10 pm
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NAFIPS General Meeting
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3:10- 4:10 pm
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Plenary Talk 7, Yingxu Wang, "Advances in Intelligence Mathematics (IM) following Lotfi Zadeh's Vision on Fuzzy Logic and Semantic Computing," chaired by Victor Raskin
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4:10- 4:30 pm
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Closing
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