Fernando J. Von Zuben

About Fernando J. Von Zuben

Fernando J. Von Zuben, With an exceptional h-index of 42 and a recent h-index of 16 (since 2020), a distinguished researcher at Universidade Estadual de Campinas, specializes in the field of computational intelligence, machine learning, multi-objective optimizaton, natural computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

OFA2: A Multi-Objective Perspective for the Once-for-All Neural Architecture Search

OFA³: Automatic selection of the best non-dominated sub-networks for ensembles

Scale, Concept and Effects of

Reformulation of a Regularized Estimation Framework for Online Sparse Lssvr Models

Online Multi-Task Learning with Recursive Least Squares and Recursive Kernel Methods

Online convex optimization of a multi-task fuzzy rule-based evolving system

Multi-objective bilevel recommender system for food diets

Asymmetric multi-task learning with local transference

Fernando J. Von Zuben Information

University

Position

DCA/FEEC/

Citations(all)

14041

Citations(since 2020)

1966

Cited By

14225

hIndex(all)

42

hIndex(since 2020)

16

i10Index(all)

194

i10Index(since 2020)

37

Email

University Profile Page

Google Scholar

Fernando J. Von Zuben Skills & Research Interests

computational intelligence

machine learning

multi-objective optimizaton

natural computing

Top articles of Fernando J. Von Zuben

Title

Journal

Author(s)

Publication Date

OFA2: A Multi-Objective Perspective for the Once-for-All Neural Architecture Search

Rafael Claro Ito

Fernando J Von Zuben

2023/6/18

OFA³: Automatic selection of the best non-dominated sub-networks for ensembles

Rafael Claro Ito

Emely Pujolli da Silva

Fernando J Von Zuben

2023/3/21

Scale, Concept and Effects of

Sérgio F dos Reis

Carolina LN Costa

Fernando J Von Zuben

RA Moral

Rute BG Clemente-Carvalho

...

2023/1/1

Reformulation of a Regularized Estimation Framework for Online Sparse Lssvr Models

Available at SSRN 4474505

Gabriel R Lencione

Fernando J Von Zuben

2023

Online Multi-Task Learning with Recursive Least Squares and Recursive Kernel Methods

arXiv preprint arXiv:2308.01938

Gabriel R Lencione

Fernando J Von Zuben

2023/8/3

Online convex optimization of a multi-task fuzzy rule-based evolving system

Gabriel R Lencione

Amanda OC Ayres

Fernando J Von Zuben

2022/7/18

Multi-objective bilevel recommender system for food diets

Vítor O Pochmann

Fernando J Von Zuben

2022/7/18

Asymmetric multi-task learning with local transference

ACM Transactions on Knowledge Discovery from Data (TKDD)

Saullo HG Oliveira

André R Gonçalves

Fernando J Von Zuben

2022/4/5

Assessing the effect of Aedes (Stegomyia) aegypti (Linnaeus, 1762) control based on machine learning for predicting the spatiotemporal distribution of eggs in ovitraps

Dialogues in Health

Rafael Piovezan

Thiago Salomão de Azevedo

Euler Faria

Rosana Veroneze

Claudio José Von Zuben

...

2022/12/1

Validação de genes prospectados computacionalmente após transcriptoma de pacientes com diabetes, dislipidemia e periodontite

Revista de Odontologia da UNESP

Bárbara Roque da SILVA

Rosana VERONEZE

Sâmia Cruz Tfaile CORBI

Cláudia Vianna MAURER-MORELLI

Silvana Regina Perez ORRICO

...

2021/3/11

The Extreme Value Evolving Predictor in Multiple Time Series Learning

Amanda OC Ayres

Fernando J Von Zuben

2021/6/20

Classificação Online, Evolutiva, Multi-rótulos, Baseada em Regras Fuzzy, Teoria dos Valores Extremos e Aprendizado de Máquina

MARIA JULIA DE CASTRO VILLAFRANCA GARCIA

FERNANDO JOSE VON ZUBEN

Amanda Ayres

2021

Skull diversity and evolution in miniaturized amphibians, genus Brachycephalus (Anura: Brachycephalidae)

The Anatomical Record

Sérgio F Dos Reis

Rute BG Clemente‐Carvalho

Caio MSFF Dos Santos

Ricardo T Lopes

Fernando J Von Zuben

...

2021/6

Efeito de drogas antiepilépticas sobre marcador de dano neuronal medido por espectroscopia de prótons por ressonância magnética em epilepsia do lobo temporal

GABRIELA THAIS AUGUSTO DA SILVA

FERNANDO CENDES

Julia Silva

Eloisa Bossi Granussio

CLARISSA LIN YASUDA

...

2021

Multitask learning applied to evolving fuzzy-rule-based predictors

Evolving Systems

Amanda OC Ayres

Fernando J Von Zuben

2021/6

Exploring multiobjective training in multiclass classification

Neurocomputing

Marcos M Raimundo

Thalita F Drumond

Alan Caio R Marques

Christiano Lyra

Anderson Rocha

...

2021/5/7

Wind speed forecasting via multi-task learning

Gabriel R Lencione

Fernando J Von Zuben

2021/7/18

Scalability achievements for enumerative biclustering with online partitioning: Case studies involving mixed-attribute datasets

Engineering Applications of Artificial Intelligence

Rosana Veroneze

Fernando J Von Zuben

2021/4/1

Simulated annealing for symbolic regression

Daniel Kantor

Fernando J Von Zuben

Fabricio Olivetti de Franca

2021/6/26

Multi-criteria analysis involving pareto-optimal misclassification tradeoffs on imbalanced datasets

Marcos M Raimundo

Fernando J Von Zuben

2020/7/19

See List of Professors in Fernando J. Von Zuben University(Universidade Estadual de Campinas)

Co-Authors

academic-engine