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37th North American Fuzzy Information Processing Society Meeting (NAFIPS 2018)5th Brazilian Congress on Fuzzy Systems (CBSF'2018)

Fortaleza, Ceará, Brazil

July 4th to 6th, 2018

ORGANIZATION

UFC – Federal University of Ceará

PROMOTION

ASTEF

TECHNICAL SUPPORTNAFIPS – North-American Fuzzy Information Processing Society SBMAC – Brazilian Applied and Computational Mathematics Society SBIC – Brazilian Society on Computational Intelligence

SPONSORS

CNPq - Nationa ounci for Scientific an echno ogica e e o ment

CAPES - oor ination for the Im ro ement of igher ucation Personne

General Co-Chairs

• Guilherme Barreto (Federal University of Ceará, Brazil)• Ricardo Coelho (Federal University of Ceará, Brazil)

Program Chair NAFIPS

• Guilherme Barreto (Federal University of Ceará, Brazil)

Program Co-Chairs CBSF

• Graçaliz Dimuro (Federal University of Rio Grande, Brazil)• Estevao Esmi Laureano (University of Campinas, Brazil)

Organizing Committee

• Fernando Gomide (University of Campinas, Brazil) • Guilherme Barreto (Federal University of Ceará, Brazil) • Laecio Carvalho de Barros (University of Campinas, Brazil) • Patricia Melin (Tijuana Institute of Technology, Mexico) • Ricardo Coelho (Federal University of Ceará, Brazil) • Weldon Lodwick (University of Colorado Denver, USA) • Centro Acadêmico de Matemática Industrial (CAMI)

Web Master Co-Chairs

• Felipe Albuquerque (Federal University of Ceará, Brazil

Designer

• Clarissa Silva Matos (Recife, Brazil)

NAFIPS Officers

• Patricia Melin (President)• Martine Ceberio (President-Elect) • Christian Servin (Treasurer)• Valerie Cross (Secretary)

NAFIPS Board of Directors

• Ildar Batyrshin• Ricardo Coelho• Martine De Cock• Scott Dick• Juan Carlos Figueroa Garcia• Weldon A. Lodwick• Marek Reformat• Shahnaz Shahbazova• Mark Wierman• Dongrui Wu

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5th Brazilian Congress on Fuzzy Systems (CBSF'2018)37th North American Fuzzy Information Processing Society Meeting (NAFIPS 2018)

Fortaleza, Ceará, Brazil

July 4th to 6th, 2018

ORGANIZATION

UFC – Federal University of Ceará

PROMOTION

ASTEF

TECHNICAL SUPPORT

NAFIPS – North-American Fuzzy Information Processing Society SBMAC – Brazilian Applied and Computational Mathematics SocietySBIC – Brazilian Society on Computational Intelligence

SPONSORS

CNPqCAPES

General Co-Chairs

• Guilherme Barreto (Federal University of Ceará, Brazil) • Ricardo Coelho (Federal University of Ceará, Brazil)

Program Chair NAFIPS

• Guilherme Barreto (Federal University of Ceará, Brazil)

Program Co-Chairs CBSF

• Graçaliz Dimuro (Federal University of Rio Grande, Brazil) • Estevao Esmi Laureano (University of Campinas, Brazil)

Organizing Committee

• Fernando Gomide (University of Campinas, Brazil)• Guilherme Barreto (Federal University of Ceará, Brazil)• Laecio Carvalho de Barros (University of Campinas, Brazil)• Patricia Melin (Tijuana Institute of Technology, Mexico)• Ricardo Coelho (Federal University of Ceará, Brazil)• Weldon Lodwick (University of Colorado Denver, USA)• Centro Acadêmico de Matemática Industrial (CAMI)

Web Master Co-Chairs

• Felipe Albuquerque (Federal University of Ceará, Brazil)

Designer

• Clarissa Silva Matos (Recife, Brazil)

NAFIPS Officers

• Patricia Melin (President)• Martine Ceberio (President-Elect)• Christian Servin (Treasurer)• Valerie Cross (Secretary)

NAFIPS Board of Directors

• Ildar Batyrshin• Ricardo Coelho• Martine De Cock• Scott Dick• Juan Carlos Figueroa Garcia• Weldon A. Lodwick• Marek Reformat• Shahnaz Shahbazova• Mark Wierman• Dongrui Wu

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July 4-6, 2018 – Fortaleza, Ceará, Brazil

Final Programme and Timetable

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Schedule July 4th, 2018 Wednesday

July 5th, 2018 Thursday

July 6th, 2018 Friday

08:20h - 08:50h Registration Registration ------ 08:50h - 9:30h Opening Ceremony Technical Oral Sessions

NAFIPS-TM1 & TM2 CBSF-TM1 & TM2

Technical Oral Sessions NAFIPS-FM1 & FM2 CBSF-FM1 & FM2

9:30h - 10:30h Plenary Talk WM-1

(Prof. Humberto Bustince) 10:30h - 11:00h Coffee Break Coffee Break Coffee Break

11:00h - 12:00h Plenary Talk WM-2

(Prof. Laécio Carvalho) Plenary Talk TM

(Prof. Yurilev Chalco) Plenary Talk FM

(Prof. Igor krjanc)

12:00h - 13:30h Lunch Time Lunch Time Lunch Time

13:30h - 15:10h Technical Oral Sessions NAFIPS-WA1 & WA2 CBSF-WA1 & WA2

Technical Oral Sessions NAFIPS-TA1 & TA2 CBSF-TA1 & TA2

Technical Oral Sessions CBSF-FA1 & CBSF-FA2 CBSF-FA3 & CBSF-FA4

15:10h – 15:40h Coffee Break Coffee Break Coffee Break

15:40h - 16:40h Plenary Talk WA

(Prof. João Paulo Carvalho) Plenary Talk TA

(Prof. Baker Kearfott) Closing Ceremony

16:40h - 18:20h ----------------- Technical Oral Sessions

NAFIPS-TA3, TA4 & TA5 CBSF-TA3

17:30h - 19:00h Welcome Reception Cocktail ----------

19:00h - 22:00h ------- Conference Dinner

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Time Schedule Place Activity 08:20h – 08:50h Registration

Desk Registration and distribution of conference material 08:50h – 09:30h ATENAS Opening Ceremony

09:30h - 10:30h ATENAS Plenary Talk WM-1 (Prof. Humberto Bustince)

10:30h - 11:00h Coffee Break

11:00h - 12:00h ATENAS Plenary Talk WM-2 (Prof. Laécio Carvalho)

12:00h – 13:30h ----- Lunch Time

13:30h - 15:10h EDESSA 2 Technical Session NAFIPS-WA1: Fuzzy and Possibilistic Mathematical Analysis & Application 1

EDESSA 3 Technical Session NAFIPS-WA2: Image and Signal Processing ESPARTA Technical Session CBSF-WA1: Classificação de Padrões ARGOS Technical Session CBSF-WA2: Aplicações em Transportes e Geociências

15:10h - 15:40h ----- Coffee Break

15:40h - 16:40h ATENAS Plenary Talk WA (Prof. João Paulo Carvalho)

16:40h – 17:30h ----- Transportation to Welcome Reception Place

17:30h – 19:00h Welcome Reception Cocktail



July 4th, 2018 (Wednesday)

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Plenary Talk WM-1 (Wednesday, July 4th, 09:30h – 10:30h, Room: ATENAS

Speaker: Prof. Humberto Bustince (Public University of Navarra, Pamplona, Spain)

Title: Generalized CF1,F2 integrals and their application to image processing and classification AbstractIn this talk we present a generalization (CF1,F2) of the Choquet integral which take advantage from the distributive of the product to replace it by appropriate functions allowing for a nonlinear definition of the integral. We analyze some properties and we show how this new definition can be applied in several problems. In particular, we show how it can be used in classification to get a new fuzzy rule based classification system which behaves at the state-of-the-art one, and in image processing to develop a new class of edge detectors which are easy to implement but provide very competitive results.

Plenary Talk WM-2 (Wednesday, July 4th, 11:00h – 12:00h, Room: ATENAS

Speaker: Prof. Laécio Carvalho de Barros (University of Campinas, Brazil)

Title: On Fuzzy DerivativeAbstractBy modeling an evolutionary process from an initial condition, we are considering that the process has a “memory”, that is, the future value is correlated with the present value at each instant. Fuzzy functions that consider this type of interaction are called autocorrelated fuzzy processes. In particular, when the future value is linearly correlated with the present value at each instant, we say that the fuzzy process is linearly correlated. The concept of the derivative of a function at a point is local and there are at least two distinct ways of doing it. One by means of approximation of the processes by straight lines in a neighborhood of this point, such as Leibniz-Fréchet derivative of these fuzzy processes. Another way is via the arithmetic of fuzzy numbers, more precisely, via the difference of the process between different instants, as the temporal increment goes to zero. This technique fits into the Newtonian approach. We focus on this last case, presenting some arithmetic that are characterized in two manners: from interval arithmetic and from arithmetic for interactive fuzzy (that is, via joint possibility distribution). We present a theory of fuzzy equations for this type of process, highlighting its main results. As we shall see, all derivatives that appear in the literature for fuzzy function are interactive. Nevertheless, many authors do not take this into account when adopting numerical methods to solve a Fuzzy Initial Value Problem (FIVP). Finally, we discuss the use of some fuzzy interactive derivatives in a population dynamics model.

Plenary Talk WA (Wednesday, July 4th, 15:40h – 16:40h, Room: ATENAS

Speaker: Prof. João Paulo Carvalho (University of Lisbon, Portugal)

Title: Recommender Systems: Using Fuzzy Fingerprints for "Proper" Recommendations AbstractMost Recommender Systems rely exclusively on ratings and are known as Memory-based Collaborative Filtering systems. This is the currently dominant approach outside of academia due to the low implementation effort and service maintenance, when compared with more complex Model-based approaches, Traditional Memory-based systems have as their main goal to predict ratings, using similarity metrics to determine similarities between the users’ (or items) rating patterns. In this talk, we propose a user-based Fuzzy Collaborative Filtering approach that does not rely on rating prediction, instead leveraging on Fuzzy Fingerprints to create a novel similarity based recommendation approach. Fuzzy Fingerprints provide a concise and compact representation of users allowing the reduction of the dimensionality usually associated with user-based collaborative filtering.

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Technical Session (NAFIPS – WA1: Fuzzy and Possibilistic Mathematical Analysis & Application 1) - Room EDESSA 2 - Chair:

13:30h – 13:50h Prey-predator model under fuzzy uncertantiesChryslayne M. Pereira, Moiseis S. Cecconello & Rodney C. Bassanezi

13:50h – 14:10h Modeling and simulation of methane dispersion in the dam of Santo Antonio – Rondônia/BrazilGeraldo L. Diniz & Evanizio M. Menezes Jr.

14:10h – 14:30h Solution to convex variational problems with fuzzy initial condition using Zadeh's extensionMichael M. Diniz, Luciana T. Gomes & Rodney C. Bassanezi

14:30h – 14:50h Necessary Optimality Conditions for Interval Optimization Problems with Inequality Constraints using Constrained Interval ArithmeticGino G. Maqui-Huamán, Geraldo Silva & Ulcilea Leal

14:50h – 15:10h Order relations, convexities, and Jensen's integral inequalities in interval and fuzzy spacesTiago M. Da Costa, Yurilev Chalco-Cano, Laécio C. de Barros & Geraldo N. Silva.

Technical Session (NAFIPS – WA2: Image and Signal Processing) - Room EDESSA3 - Chair:

13:30h – 13:50h Color Mathematical Morphology Using a Fuzzy Color-Based Supervised OrderingMateus Sangalli & Marcos Eduardo Valle

13:50h – 14:10h Image processing algorithm to detect defects in optical fibersMarcelo Mafalda, Daniel Welfer, Marco Cuadros & Daniel Gamarra.

14:10h – 14:30h Consensus image feature extraction with ordered directionally monotone functionsCédric Marco-Detchart, Graçaliz Pereira Dimuro, Mikel Sesma--Sara, Javier Fernandez & Humberto Bustince

14:30h – 14:50h A Fuzzy Approach Towards Parking Space Occupancy Detection Using Low-Quality Magnetic SensorsRenato Lopes Moura & Peter Sussner

14:50h – 15:10h Using the Choquet Integral in the pooling layer in deep learning networks Camila Alves Dias, Jessica Camila Saldivia Bueno, Eduardo Nunes Borges, Silvia Silva Da Costa Botelho, Graçaliz Pereira Dimuro, Giancarlo Lucca, Javier Fernadéz, Humberto Bustince & Paulo Lilles Jorge Drews Junior

July 4th, 2018 / Wednesday / AFTERNOON (13:30h – 15:10h)

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Technical Session (CBSF – WA1: Classificação de Padrões) - Room ESPARTA - Chair:

13:30h – 13:50h Reconhecimento de padrões em indicadores de sucessão ecológica de estágios florestais usando modelagem fuzzyAdriano Bressane, Maurício Mota, José Roveda, Sandra Roveda, Marcos Mesquita, Marcos Ribeiro, Felipe Fengler, Gerson Medeiros & Admilson Ribeiro

13:50h – 14:10h Máquina de vetores-suporte nebulosaDouglas Chielle, Ricardo Coelho & Guilherme de Alencar Barreto

14:10h – 14:30h Analysis of the Fuzzy Unordered Rule Induction Algorithm as a Method for ClassificationElaine Anita de Melo Gomes Soares, Luciana Moura Mendes de Lima, Lecidamia Cristina Leite Damascena & Ronei Marcos de Moraes.

14:30h – 14:50h Classificação de dados de um sistema de telemetria automotiva Wilson Borba da Rocha Neto & José Maria Pires De Menezes Júnior

14:50h – 15:10h Detecção de pulsares utilizando redes neurais nebulosas baseadas em uninormasPaulo Vitor Campos Souza & Augusto Junio Guimarães

Technical Session (CBSF – WA2: Aplicações em Transportes e Geociências) - Room ARGOS - Chair:

13:30h – 13:50h Um Algoritmo para o Problema de Trans-porte Multimodal FuzzyRodrigo Manosso, Fábio Hernandes, Maria José Castanho & Tony Hild

13:50h – 14:10h Análise da Suscetibilidade à Erosão Utilizando Geoprocessamento e Sistema de Inferência Fuzzy: Um Estudo De Caso Para A Bacia Hidrográfica Do Rio Pirajibu-SPAmanda Amorim, Luara Nascimento, Lázaro Marins, Sandra Roveda, José Roveda & Roberto Lourenço

14:10h – 14:30h A fuzzy-based model for planning and resource allocation in Dial-a-Ride Problem Valdir Oliveira & Leizer Schnitman

14:30h – 14:50h Previsão da Dilatância em Descontinuida-des de Maciços Rochosos Utilizando Técnicas FuzzyYago Matos, Silvrano Dantas Neto & Guilherme Barreto

14:50h – 15:10h Proposta de um sistema de análise de adequação dos critérios de geo-turismo para candidatos a geoparques baseado em Lógica FuzzyEduardo Munhoz, Daiane Cunha, Sandra Roveda & José Arnaldo Roveda.

July 4th, 2018 / Wednesday / AFTERNOON (13:30h – 15:10h)

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July 5th, 2018 (Thursday)

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Time Schedule Place Activity 08:20h – 08:50h Registration Desk Registration and distribution of conference material 08:50h - 10:30h EDESSA 2 Technical Session NAFIPS-TM1: Theoretical Developments 1

EDESSA 3 Technical Session NAFIPS-TM2: Pattern Classification

ESPARTA Technical Session CBSF-TM1: Aplicações em Agricultura e Meio-Ambiente 1

ARGOS Technical Session CBSF-TM2: Matemática Intervalar 10:30h - 11:00h Coffee Break

11:00h - 12:00h ATENAS Plenary Talk TM (Prof. Yurilev Chalco)

12:00h – 13:30h ----- Lunch Time

13:30h - 15:10h EDESSA 2 Technical Session NAFIPS-TA1: Knowledge Representation and Decision Making

EDESSA 3 Technical Session NAFIPS-TA2: Theoretical Developments 2 ESPARTA Technical Session CBSF-TA1: Aplicações em Saúde e Educação

ARGOS Technical Session CBSF-TA2: Aplicações em Econometria, Ciências Atuariais e Finanças

15:10h - 15:40h ----- Coffee Break

15:40h - 16:40h ATENAS Plenary Talk TA (Prof. Baker Kearfott)

16:40h – 18:20h EDESSA 2 Technical Session NAFIPS-TA3: Type-2 Fuzzy Modeling in Big Data Analytics

EDESSA 3 Technical Session NAFIPS-TA4: Fuzzy and Possibilistic Mathematical Analysis & Application 2

ESPARTA Technical Session NAFIPS-TA5: Time Series Analysis and Forecasting ARGOS Technical Session CBSF-TA3: Modelagem Fuzzy e Sistemas Evolutivos

19:00h – 22:00h -------- Conference Dinner

Plenary Talk TM (Thursday, July 5th, 11:00h – 12:00h, Room: ATENAS

Speaker: Prof. Yurilev Chalco Cano (Universidad de Tarapacá, Arica, Chile)

Title: Fuzzy Mathematical Analysis and Applications AbstractSince the space of all fuzzy numbers endowed with the standard interval arithmetic (SIA) is a quasilinear space, it is not natural to extend or apply the results of mathematical analysis into fuzzy context. Moreover, it is well-known that SIA may overestimate the length of the resultant interval due tothe phenomenon of interval dependence. Since fuzzy interval arithmetic operations are fundamental in fuzzy mathematical analysis, other arithmetic are considered. In addition, some concepts, such as differentiability for interval-value functions, where it is crucial to consider a difference between fuzzy intervals, may present shortcomings if are formulated by means of SIA. In order to avoid some shortcomings caused by the phenomenon of interval dependency some additional difference operations are introduced such as the Hukuhara difference and most recently generalized Hukuhara difference. This talk presents some recent advances in fuzzy mathematical analysis, in particular, those based on new properties of fuzzy-valued functions obtained by using fuzzy arithmetic. Lastly, we discuss some emergent problems in fuzzy optimization and fuzzy differential equations.

Plenary Talk TA (Thursday, July 5th, 15:40h – 16:40h, Room: ATENAS

Speaker: Prof. Baker Kearfott (University of Luoisiana at Lafayette, Lafayette, USA)

Title: Interval Mathematics, Philosophy, Fundamentals, and Applications: Connections to and Contrast with Fuzzy Set Theory AbstractThe fundamental problem of interval computations is, given a real-valued function f (x1, . . . , xn) of n variables defined on a hyper-rectangle (interval vector) x = {(x1, . . . , xn) : xi ≤ xi ≤ xi, 1 ≤ i ≤ n}, efficiently compute useful bounds on the range of f over x. In fuzzy computations, x represents a set of α-cuts of inputs, f represents the relation between the inputs and an output, and the range of f over x represents the corresponding α-cut of the output. We begin by reviewing the basic premises of interval arithmetic, including operations and pitfalls. We outline the diverse goals of the interval mathematics community. We then point out how interval arithmetic is commonly used in fuzzy computations. To conclude, we contrast the types of problems and underlying philosophies behind interval mathematics and fuzzy set theory.

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July 5th, 2018 / Thursday / MORNING (08:50h – 10:30h)

Technical Session (NAFIPS – TM1: Theoretical Develop-ments 1) - Room EDESSA 2 - Chair:

08:50h – 09:10h Crisp Fuzzy ImplicationsJocivania Pinheiro, Benjamin Bedregal, Regivan Santiago & Helida Santos

09:10h – 09:30h Fuzzy Formal Concept AnalysisAbner Brito, Laécio Barros, Estevão Laureano, Fábio Bertato & Marcelo Coniglio

09:30h – 09:50h The Category of Semi-BCI AlgebrasJocivania Pinheiro, Rui Paiva & Regivan Santiago

09:50h – 10:10h Aggregation with T-norms and LexiT-nor-ms and their connections with the Leximin PrincipleHenrique Viana & João Alcântara

10:10h – 10:30h Some examples of relations between F-transforms and powerset theoriesJiří Močkoř

Technical Session (NAFIPS – TM2: Pattern Classification) - Room EDESSA 3 - Chair:

08:50h – 09:10h Fuzzy Kernel Associative Memories with Application in ClassificationAline Cristina Souza & Marcos Eduardo Valle

09:10h – 09:30h A fuzzy C-means-based approach for selecting reference points in minimal learning machinesJosé Florêncio, Madson Dias, Ajalmar Rocha Neto & Amauri Souza Júnior

09:30h – 09:50h Combination of Spatial Clustering Methods Using Weighted Average Voting for Spatial EpidemiologyLaisa Sá, José Melo, Jordana Nogueira & Ronei Moraes

09:50h – 10:10h Formal Verification of a Fuzzy Rule-Based Classifier Using the Prototype Verification SystemSolomon Gebreyohannes, Ali Karimoddini, Abdollah Homaifar & Albert Esterline.

10:10h – 10:30h Adaptive Fuzzy Learning Vector Quantiza-tion (AFLVQ) for time series classificationRenan Fonteles, Paulo Daving & Arthur Braga

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July 5th, 2018 / Thursday / AFTERNOON (13:30h – 15:10h)

Technical Session (NAFIPS – TA1: Knowledge Representa-tion and Decision Making) - Room EDESSA 2 - Chair:

13:30h – 13:50h IoT Resources Ranking: Decision Making under Uncertainty Combining Machine Learning and Fuzzy LogicRenato Dilli, Amanda Argou, Renata Reiser & Adenauer Yamin

13:50h – 14:10h Relevance of classes in a fuzzy partition. A study from a group of aggregation operatorsFabian Castiblanco, Javier Montero, Camilo Franco & J. Tinguaro Rodriguez

14:10h – 14:30h Forecasting Quality of Experience based on Fuzzy Time SeriesJean Araujo & Claudio Monteiro

14:30h – 14:50h Fuzzy Ontologies: State of the Art Revisited Valerie Cross & Shangye Chen

14:50h – 15:10h Corporate Control with A Fuzzy Network. A Knowledge Engineering ApplicationGustavo Perez

Technical Session (NAFIPS – TA2: Theoretical Develop-ments 2) - Room EDESSA 3 - Chair:

13:30h – 13:50h Characterization of Lattice-valued Restric-ted Equivalence FunctionsEduardo Palmeira, Benjamin Bedregal & Rogério R. De Vargas

13:50h – 14:10h (T,N)-Implications and some Functional EquationsJocivania Pinheiro, Benjamin Bedregal, Regivan H. N. Santia-go, Helida Santos & Graçaliz Dimuro

14:10h – 14:30h Equilibrium Point of Representable n-Dimensional Interval Fuzzy NegationsIvan Mezzomo, Benjamin Bedregal & Thadeu Milfont.

14:30h – 14:50h Representing Intuitionistic Fuzzy Bi-Impli-cations through Quantum ComputingLucas Agostini, Samuel Feitosa, Anderson Avila, Renata Reiser, André Dubois & Maurício Pilla

14:50h – 15:10h Interval version of Generalized Atanas-sov's Intuitionistic Fuzzy IndexLidiane Costa, Mônica Matzenauer, Renata Reiser, Benjamín Bedregal & Adenauer Yamin

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Technical Session (NAFIPS – TA3: Type-2 Fuzzy Modeling in Big Data Analytics) - Room EDESSA 2 - Chair:

16:40h – 17:00h Interval Type II Fuzzy Rough set Rule based Expert System to Diagnose Chronic kidney Disease Mona Abdolkarimzadeh, M.H. Fazel Zarandi & Oscar Castillo

17:00h – 17:20h Design and Implementation of Fuzzy Expert System Based on Evolutionary Algorithms for Diagnosing the Intensity Rate of Hepatitis CMehrnaz Behrooz & M.H. Fazel Zarandi

17:20h – 17:40h Parameter optimization for membership functions of type-2 fuzzy controllers for autonomous mobile robots using the firefly algorithmMarylu L. Lagunes, Oscar Castillo, Fevrier Valdez, Jose Soria & Patricia Melin.

17:40h – 18:00h Differential Evolution algorithm using a dynamic crossover parameter with fuzzy logic applied for the CEC 2015 benchmark functionsPatricia Ochoa, Oscar Castillo & José Soria

Technical Session (NAFIPS – TA4: Fuzzy and Possibilistic Mathematical Analysis & Application 2) - Room EDESSA 3 - Chair:

16:40h – 17:00h Fuzzy Initial Value Problem: A Short SurveyMarina T. Mizukoshi

17:00h – 17:20h Zadeh's Extension of the Solution of the Euler-Lagrange Equation for a Quadratic Functional Type Jônathas D. S. Oliveira, Luciana T. Gomes & Rodney C. Bassanezi

17:20h – 17:40h Estimating the xenobiotics mixtures toxicity on aquatic organisms: the use of α-level of the fuzzy numberMagda S. Peixoto, Claudio M. Jonsson, Lourival C. Paraiba, Laécio C. Barros & Weldon A. Lodwick

17:40h – 18:00h An Approach for Solving Interval Optimization Problems

Fabiola R. Villanueva & Valeriano A. de Oliveira

Technical Session (NAFIPS – TA5: Time Series Analysis and Forecasting) - Room ESPARTA - Chair:

16:40h – 17:00h Stock market price forecasting using a kernel participatory learning fuzzy modelRafael Vieira, Leandro Maciel, Rosangela Ballini & Fernando Gomide.

17:00h – 17:20h A comparative study among ANFIS, ANNs, and SONFIS for volatile time seriesJairo Andres Perdomo-Tovar, Eiber Arley Galindo-Arevalo & Juan Carlos Figueroa-García

17:20h – 17:40h A Fuzzy based recommendation system for Stock tradingErico Augusto Nunes Pinto, Leizer Schnitman & Ricardo André Reis

17:40h – 18:00h Regularized Fuzzy Neural Network based on Or Neuron for Time Series ForecastingPaulo Vitor Campos Souza & Luiz Carlos Bambirra Torres

18:00h – 18:20h Evolving Fuzzy Kalman Filter: A Black--Box Modeling Approach Applied to Rocket TrajectoryForecastingDanúbia Pires & Ginalber Luiz De Oliveira Serra

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July 5th, 2018 / Thursday / MORNING (08:50h – 10:30h)

Technical Session (CBSF – TM1: Aplicações em Agricultu-ra e Meio-Ambiente 1) - Room ESPARTA - Chair:

08:50h – 09:10h Classificação de Amostras de Café usando Visão ComputacionalIgor Rodrigues Salcides & Gustavo Maia de Almeida

09:10h – 09:30h Fuzzy Numbers for Characterizing the Cocoa Beans Colors Classes in the Cut TestFelipe Santos & Eduardo Palmeira

09:30h – 09:50h An approach via fuzzy linear program-ming to control of the soybean aphidMagda S. Peixoto, Silvia M. S. Carvalho, Laecio C. Barros, Rodney C. Bassanezi & Weldon A. Lodwick.

09:50h – 10:10h Automação de Cultivo Hidropônico Baseado em Sistema MIMO Inteligente NebulosoKayon Lopes, Danúbia Pires & Ginalber Serra

10:10h – 10:30h Sistemas fuzzy para apoio à decisão em processos de licenciamento ambiental de empreendimen-tos rodoviáriosLucirene França, Adriano Bressane, Thales Carra, Sandra Roveda & José Roveda

Technical Session (CBSF – TM2: Matemática Intervalar) - Room ARGOS - Chair:

08:50h – 09:10h Constraint Interval Function, Fuzzy Type 2 Interval Numbers and Generalized Uncertainty (Possibility)Weldon Lodwick & Rosana Jafelice

09:10h – 09:30h Modelo de Programação Linear Fuzzy Tipo 2 IntervalarAnny Silva & Akebo Yamakami

09:30h – 09:50h Constrained interval arithmetic to solve the discrete-time interval optimal control problemJosé Renato Campos, Edvaldo Assunção, Geraldo Nunes Silva, Weldon Alexander Lodwick, Marcelo Carvalho Minhoto Teixeira & Ulcilea Alves Severino Leal

09:50h – 10:10h Necessary Conditions for Optimization Problem with an Interval-valued Objective FunctionUlcilea Leal, José Renato Campos, Gino Maqui, Geraldo Silva & Weldon Lodwick

10:10h – 10:30h Interval-Valued Generalized Mixture FunctionsAntonio Diego Silva Farias, Regivan Hugo Nunes Santiago & Benjamín Bedregal

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Technical Session (CBSF – TA1: Aplicações em Saúde e Educação) - Room ESPARTA - Chair:

13:30h – 13:50h Detecção de Crises Epiléticas Usando o Modelo ANFIS e Coeficientes LPC: Uma Visão CríticaJulio Peixoto, Guilherme Barreto & Charles Casimiro

13:50h – 14:10h Multiobjective Fuzzy Model to Hire People Using Selective TrainingRenato Cerceau, L. A. V. Carvalho, Sergio Manuel Serra Da Cruz, Raimundo Macario, Laci Mary Barbosa Manhaes, Jorge Zavaleta, Elaine Ribeiro Sigette & Ricardo Cerceau

14:10h – 14:30h Fuzzy SERVQUAL ponderado na avalia-ção da qualidade em serviços: estudo de caso em uma biblioteca universitáriaLeonardo Oliveira, Sanderson Silva and José Alfredo Costa

14:30h – 14:50h Mensurando a Presencialidade em um Fórum EaD com Lógica FuzzyMonck Charles Albuquerque, Gilvandenys Leite Sales, Cláudio Marques De Sá Medeiros & Giovanni Cordeiro Barroso.

Technical Session (CBSF – TA2: Aplicações em Econome-tria, Ciências Atuariais e Finanças) - Room ARGOS - Chair:

13:30h – 13:50h Ciclos Econômicos de Goodwin p-fuzzyDaniel Sánchez, Laécio C. Barros, Alessandro Miebach & Estevão Esmi

13:50h – 14:10h Um método para classificação de riscos e oportunidades em projetos baseado num sistema de inferência fuzzy neuralDomingos Napolitano, Edquel Farias, Dacyr Gatto & Renato José Sassi

14:10h – 14:30h Métodos Modificados de Avaliação de Investimentos em Condições de Incerteza: Uma Aborda-gem Baseada em Números Fuzzy e Aritmética IntervalarAntonio Carlos de Souza Sampaio Filho, Marley M. B. R. Vellasco & Ricardo Tanscheit

14:30h – 14:50h A Viabilidade da Lógica Fuzzy no Mercado Financeiro Intra-diaYuri Sa

14:50h – 15:10h Solução de uma equação diferencial via transformada de Laplace fuzzySilvio Salgado, Laecio Barros, Estevão Esmi, Danilo Pires & Leandro Ferreira

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Technical Session (CBSF – TA3: Modelagem Fuzzy e Sistemas Evolutivos) - Room ARGOS - Chair:

16:40h – 17:00h Sistemas Fuzzy Evolutivos na Avaliação de CriptomoedasEmmanuel Tavares, Alisson Marques Silva, Gray Farias Moita & Paulo Eduardo Maciel Almeida

17:00h – 17:20h Dinâmica para transferência de HIV com e sem tratamento a partir do Cálculo de ChoquetBeatriz Laiate, Rosana M. Jafelice, Estevão Esmi & Laécio C. Barros

17:20h – 17:40h Solução Numérica para PVIF via Aritméti-ca Fuzzy Interativa: Aplicação aos Modelos Epidemiológi-cosVinicius Wasques, Estevão Esmi & Laécio C. Barros

17:40h – 18:00h Modelagem Granular Fuzzy Evolutiva para Predição da Posição Angular do Volante de um AutomóvelJoão Tavares, Daniel Leite & Danilo Lima.

18:00h – 18:20h Avaliação Experimental da Linearização por Realimentação Granular EvolutivaJeferson Silva, Lucas Silva de Oliveira, Fernando Gomide & Valter Leite

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July 6th, 2018 (Friday)

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Time Schedule Place Activity

08:50h - 10:30h EDESSA 2 Technical Session NAFIPS-FM1: Inter-Relation between Interval and Fuzzy Techniques

EDESSA 3 Technical Session NAFIPS-FM2: Fuzzy Modeling and Applications

ESPARTA Technical Session CBSF-FM1: Automação, Robótica e Sistemas Embarcados

ARGOS Technical Session CBSF-FM2: Geração de Energia Elétrica 10:30h - 11:00h Coffee Break

11:00h - 12:00h ATENAS Plenary Talk FM (Prof. Igor krjanc)

12:00h – 13:30h ----- Lunch Time 13:30h - 15:10h ESPARTA Technical Session CBSF-FA1: Clusterização de Dados

EDESSA 2 Technical Session CBSF-FA2: Aplicações em Agricultura e Meio-Ambiente 2

EDESSA 3 Technical Session CBSF-FA3: Modelagem Fuzzy e Aplicações ARGOS Technical Session CBSF-FA4: Desenvolvimentos Teóricos

15:10h – 15:40h Coffee Break

15:40h - 16:40h ATENAS Closing Ceremony

Plenary Talk FM (Friday, July 6th, 11:00h – 12:00h, Room: ATENAS

Speaker: Prof. Igor Škrjanc (University of Ljubljana, Ljubljana, Slovenia)

Title: Different fuzzy algorithms in monitoring, detection and control of processesAbstract: In this talk different fuzzy and fuzzy evolving algorithms will be presented and explained. The use of fuzzy algorithms will be shown in monitoring and control examples and examples from autonomous mobile systems. An example of successful use of interval fuzzy model will be shown in the case of indoor localization system based on fingerprint principles and realized on smart phones. The proposed algorithm gives an improved precision of localization and is also computationally very effective. In mobile robotics, localiza-tion plays the key role in most applications. In most cases advanced sensor systems are required to estimate the robot pose, mostly due to the fact that there is no single and effective sensor that would directly measure the robot pose in indoor environment. A very popular sensor for this purpose is a laser range finder (LRF), which has good coverage, dense information, high accuracy and a high sampling rate. It can be used for localization purposes, map building or SLAM. Using a LRF the robot pose can be estimated by comparing a locally sensed map given by a cloud of reflection points and a known map of the environment. This comparison is usually made by comparing simple geometric features that are extracted from the LRF reflection points. In this talk a new approach, which is based on evolving paradigm, called evolving principal component clustering is applied to the laser data stream. The main reason for implementing the evolving algorithm is the unknown number of features and an on-line nature of the problem. It enables good perfor-mance, robust operation, low computational complexity and simple implementation on embedded computers. The evolving fuzzy systems can be also efficiently used in monitoring and fault detection in different processes. The implementation of evolving fuzzy detection systems will be shown for air-conditioning system and in the case of detecting the drives action during his driving based on simple signals which are usually measured in the car. At the end the development of robust evolving could-based controller and the implementation in some practical cases will be shown.

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July 6th, 2018 / Friday / MORNING (08:50h – 10:30h)

Technical Session (NAFIPS – FM1: Inter-Relation between Interval and Fuzzy Techniques) - Room EDESSA 2- Chair:

08:50h – 09:10h A Brief Review of a Method for Bounds on Polynomial Ranges over SimplexesRalph Baker Kearfott & Liu Dun

09:10h – 09:30h Moore: Interval Arithmetic in C++20Walter F. Mascarenhas

09:30h – 09:50h Towards Foundations of Fuzzy Utility: Taking Fuzziness into Account Naturally Leads to Intuitio-nistic Fuzzy DegreesChristian Servin & Vladik Kreinovich

09:50h – 10:10h Solving transhipment problems with fuzzy delivery costs and fuzzy constraintsJuan Carlos Figueroa-García, Jhoan Sebastian Tenjo-García & Camilo Alejandro Bustos-Tellez

10:10h – 10:30h How to Gauge Repair Risk?Francisco Zapata & Vladik Kreinovich

Technical Session (NAFIPS – FM2: Fuzzy Modeling and Applications) - Room EDESSA 3 - Chair:

08:50h – 09:10h Evolving Granular Fuzzy Min-Max Mode-lingAlisson Porto & Fernando Gomide

09:10h – 09:30h Fuzzy Logic applied to ehealth supported by a Multi-Agent SystemAfonso Lima, João Andrade, Tibério Loureiro, Gustavo Campos & Marcial Fernandez

09:30h – 09:50h Interactive fuzzy process: an epidemiolo-gical modelFrancielle Santo Pedro, Laécio C. Barros & Estevão Esmi

09:50h – 10:10h Numerical Solutions for Bidimensional Initial Value Problem with Interactive Fuzzy NumbersVinícius Wasques, Estevão Esmi, Laécio Barros & Peter Sussner

10:10h – 10:30h The Method of Least Square with Interacti-ve Fuzzy Coefficient: Application on Longitudinal DataNilmara Pinto, Vinícius Wasques, Estevão Esmi & Laécio C. Barros

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July 6th, 2018 / Friday / MORNING (08:50h – 10:30h)

Technical Session (CBSF – FM1: Automação, Robótica e Sistemas Embarcados) - Room ESPARTA - Chair:

08:50h – 09:10h OpenFZ: Uma Plataforma Embarcada para Gerenciamento de Máquinas FuzzySérgio Roza & Marcelo Fernandes.

09:10h – 09:30h Proposta de Implementação em FPGA para um Sistema Fuzzy Takagi-SugenoAntônio Silva, Sérgio Natan & Marcelo Fernandes

09:30h – 09:50h Um Sistema Fuzzy para Ajuste Dinâmico dos Parâmetros de um Sistema de Colônia de Formigas Aplicado ao Controle Ferroviário de uma Usina SiderúrgicaVinicius Dos Reis Alves Ferreira & Arthur Plínio De Souza Braga.

09:50h – 10:10h Controle da Trajetória de um Robô Móvel Utilizando Odometria e Lógica FuzzyRodrigo Silva, Thiago Garcia, Daniel Gamarra, Marco Cuadros & Rodrigo Guerra

10:10h – 10:30h Sistema de Navegação para um Robô Móvel usando um Sensor kinect e um Controlador FuzzyMarcelo Mafalda, Nicoli Rodrigues, Rodrigo Mattos Da Silva, Thiago Rodrigues Garcia, Marco Antonio de S.L.Cuadros, Rodrigo Da Silva Guerra, Andrei Piccinini Legg & Daniel Fernando Tello Gamarra

Technical Session (CBSF – FM2: Geração de Energia Elétrica) - Room ARGOS - Chair:

08:50h – 09:10h Planejamento de expansão da geração multiobjetivo usando algoritmos genéticos e tomada de decisão Bellman-ZadehGuilherme Costa Silva, Adriano Lisboa, Douglas Vieira & Rodney Saldanha

09:10h – 09:30h Estimação da Curva de Potência de Turbinas Eólicas Usando Modelo de Takagi-Sugeno-KangIgor Soares Brasil, Guilherme Alencar Barreto & Luís Gustavo Mota Souza

09:30h – 09:50h Determinação de regiões com potencial para geração distribuída através de energias renováveis baseado em regras fuzzyBruno Cunha, Eloá Palma, Nilo Martin, Antonio Martins, Fernando Marafão, Sandra Regina Roveda & José Arnaldo Roveda

09:50h – 10:10h Séries temporais fuzzy aplicadas a previsão de carga a curto prazo: aplicações e extensõesGuilherme Costa Silva, João Luis R. Silva, Adriano Lisboa, Douglas Vieira & Rodney Saldanha

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July 6th, 2018 / Friday / AFTERNOON (13:30h – 15:10h)

Technical Session (CBSF – FA1: Clusterização de Dados) - Room ESPARTA - Chair:

13:30h – 13:50h Fuzzy C-Means na Análise de Pesquisado-res Baseado em Dados da Plataforma LattesMateus Meireles Ribeiro, Alisson Marques Silva, Thiago Magela Rodrigues Dias & Michel Pires Silva

13:50h – 14:10h Sistema de Reconhecimento Gestual para Controle de um Robô Móvel utilizando algoritmos K-me-ans, Fuzzy C-means e Redes NeuraisEvaristo José Do Nascimento, Marco A. S. L. Cuadros & Daniel Fernando Tello Gamarra

14:10h – 14:30h Agrupamento de Fornos de Redução de Alumínio Utilizando o Algoritmo Fuzzy C-MeansFlávia Nascimento

14:30h – 14:50h Sustainable supply chain with zero-infla-ted fuzzy time seriesHenrique Ewbank, José Arnaldo F. Roveda & Sandra R. M. Masalskiene Roveda.

14:50h – 15:10h Estratégia Genética-Nebulosa Aplicada à Otimização para o Gerenciamento de Contingente PolicialLucas Nascimento Mendonça, Danúbia Soares Pires, Orlando Donato Rocha Filho & William Carey de Castro Viana Prado

Technical Session (CBSF – FA2: Aplicações em Agricultura e Meio-Ambiente 2) - Room EDESSA 2 - Chair: 13:30h – 13:50h Efeito da Temperatura Mínima do Ar na Estimativa do Perigo de Incêndios Florestais Utilizando Sistemas Dinâmicos FuzzyIsaac Silva, Marcos Valle, Laécio Barros & João Meyer

13:50h – 14:10h Metodologia de Cálculo do Percentual de “Área Verde” em Loteamento, com uso da Teoria dos Conjuntos Fuzzy Mauricio Mota, Sandra Roveda & Jose Arnaldo Roveda.

14:10h – 14:30h Avaliação preliminar de áreas minerárias em recuperação no bioma Amazônico por meio de um índice baseado em lógica fuzzyFelipe Fengler, Marcela Carvalho, Tatiele Cristine Do Carmo, Regina Marcia Longo, Sandra Regina Monteiro Masalskiene Roveda, José Arnaldo Roveda & Admilson Irio Ribeiro

14:30h – 14:50h Previsão de Poluentes Atmosféricos Utilizando Redes Fuzzy na Região Metropolitana do RecifeAna Carolina Alcantara, Manoel Henrique Da Nóbrega Marinho & Daniel Silva Campos

14:50h – 15:10h An integrated MCDM Approach for Environmental PollutionZiya Ulukan, M. Emre Demircioğlu & Sigrid De Mendonça Andersen

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July 6th, 2018 / Friday / AFTERNOON (13:30h – 15:10h)

Technical Session (CBSF – FA3: Modelagem Fuzzy e Aplicações) - Room EDESSA 3 - Chair:

13:30h – 13:50h Modelo de crescimento logístico interati-vo fuzzy com capturaFrancielle Santo Pedro, Laécio Carvalho Barros & Estevão Esmi

13:50h – 14:10h Classificação de Equilíbrios em Sistemas Bidimensionais com IncertezasMarina Tuyako Mizukoshi & Weldon Alexander Lodwick.

14:10h – 14:30h Sistema Fuzzy de avaliação do grau de fertilidade de bovinos em relação às características do sêmenLuís Roberto Almeida Gabriel Filho, Luana Possari Maziero, Camila Pires Cremasco Gabriel, Marcelo George Mungai Chacur & Fernando Ferrari Putti

14:30h – 14:50h SFuzzy_ Avalia_E/A: Avaliação de Discen-tes na Promoção do Ensino e da Aprendizagem de Habili-dades via Pensamento ComputacionalAmanda Argou Cardozo, Catherine Gayer, Raíssa Pinto, Renata Reiser, Clause Piana, Ana Rita Mazzini, André Du Bois, Marilton Sanchotene Aguiar, Luciana Foss & Simone André Da Costa Cavalheiro

Technical Session (CBSF – FA4: Desenvolvimentos Teóricos) - Room ARGOS - Chair:

13:30h – 13:50h Devaney's chaos on the class of compact--convex subsets of XHeriberto Román-Flores, Victor Ayala & Adriano Silva

13:50h – 14:10h Towards the study of main properties of n-Dimensional QL-implicatorsRosana Medina Zanotelli, Renata Reiser & BenjaminBedregal.

14:10h – 14:30h On f-Correlated Fuzzy NumbersRoberto Antonio Cordeiro Prata, Valtemir Martins Cabral & Laécio Carvalho de Barros.

14:30h – 14:50h Otimização fuzzy via integrais ponderadasNilmara Pinto, Estevão Esmi and Laécio C. Barros.

14:50h – 15:10h Notas sobre Adição e Subtração IntervalarLaécio C. Barros, Estevão Esmi & Weldon A. Lodwick

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