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Enhancing ensemble classifiers utilizing gaze tracking data for autism spectrum disorder diagnosis.

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第一作者： Rafaela Oliveira da Silva,Sá

第一单位： School of Arts, Sciences and Humanities (EACH) of the University of Sao Paulo (USP), Rua Arlindo Béttio, 1000 - Ermelino Matarazzo, São Paulo, 03828-000, São Paulo, Brazil. Electronic address: rafaelaoliversa@usp.br.

作者： Rafaela Oliveira da Silva,Sá ^[1] ; Gabriel de Castro,Michelassi ^[2] ; Diego Dos Santos,Butrico ^[3] ; Felipe de Oliveira,Franco ^[4] ; Fernando Mitsuo,Sumiya ^[5] ; Joana,Portolese ^[6] ; Helena,Brentani ^[7] ; Fátima L S,Nunes ^[8] ; Ariane,Machado-Lima ^[9]

作者单位： School of Arts, Sciences and Humanities (EACH) of the University of Sao Paulo (USP), Rua Arlindo Béttio, 1000 - Ermelino Matarazzo, São Paulo, 03828-000, São Paulo, Brazil. Electronic address: rafaelaoliversa@usp.br. ^[1] School of Arts, Sciences and Humanities (EACH) of the University of Sao Paulo (USP), Rua Arlindo Béttio, 1000 - Ermelino Matarazzo, São Paulo, 03828-000, São Paulo, Brazil. Electronic address: gabrielmichelassi@usp.br. ^[2] Department of Psychiatry, University of Sao Paulo's School of Medicine (FMUSP), Rua Doutor Ovídio Pires de Campos, 785 - Cerqueira César, São Paulo, 05403-010, São Paulo, Brazil. Electronic address: diegobutrico@hotmail.com. ^[3] Department of Psychiatry, University of Sao Paulo's School of Medicine (FMUSP), Rua Doutor Ovídio Pires de Campos, 785 - Cerqueira César, São Paulo, 05403-010, São Paulo, Brazil. Electronic address: felipe.franco.sp@gmail.com. ^[4] Department of Psychiatry, University of Sao Paulo's School of Medicine (FMUSP), Rua Doutor Ovídio Pires de Campos, 785 - Cerqueira César, São Paulo, 05403-010, São Paulo, Brazil. Electronic address: fmsumiya@gmail.com. ^[5] Department of Psychiatry, University of Sao Paulo's School of Medicine (FMUSP), Rua Doutor Ovídio Pires de Campos, 785 - Cerqueira César, São Paulo, 05403-010, São Paulo, Brazil. Electronic address: joanaportolese@gmail.com. ^[6] Department of Psychiatry, University of Sao Paulo's School of Medicine (FMUSP), Rua Doutor Ovídio Pires de Campos, 785 - Cerqueira César, São Paulo, 05403-010, São Paulo, Brazil. Electronic address: helena.brentani@gmail.com. ^[7] School of Arts, Sciences and Humanities (EACH) of the University of Sao Paulo (USP), Rua Arlindo Béttio, 1000 - Ermelino Matarazzo, São Paulo, 03828-000, São Paulo, Brazil. Electronic address: fatima.nunes@usp.br. ^[8] School of Arts, Sciences and Humanities (EACH) of the University of Sao Paulo (USP), Rua Arlindo Béttio, 1000 - Ermelino Matarazzo, São Paulo, 03828-000, São Paulo, Brazil. Electronic address: ariane.machado@usp.br. ^[9]

关键词 Anticipation Autism spectrum disorder Ensemble classifier Eye-tracking Machine learning Meta-classifier Stacking