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Ajusta referências
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Expand Up @@ -6,43 +6,42 @@ @article{AafjesvanDoorn2020
number = {1},
pages = {92-116},
publisher = {Informa UK Limited},
address = {Crestwood},
year = {2020},
month = aug,
ISSN = {1468-4381},
url = {http://dx.doi.org/10.1080/10503307.2020.1808729},
DOI = {10.1080/10503307.2020.1808729}
}

@article{Bi2019,
title = {What is Machine Learning? A Primer for the Epidemiologist},
ISSN = {1476-6256},
url = {http://dx.doi.org/10.1093/aje/kwz189},
DOI = {10.1093/aje/kwz189},
journal = {American Journal of Epidemiology},
publisher = {Oxford University Press (OUP)},
author = {Bi, Qifang and Goodman, Katherine E and Kaminsky, Joshua and Lessler, Justin},
year = {2019},
address={Baltimore},
month = oct
}

@article{Delgadillo2020,
title = {Machine learning: A primer for psychotherapy researchers},
volume = {31},
ISSN = {1468-4381},
url = {http://dx.doi.org/10.1080/10503307.2020.1859638},
DOI = {10.1080/10503307.2020.1859638},
number = {1},
journal = {Psychotherapy Research},
publisher = {Informa UK Limited},
author = {Delgadillo, Jaime},
year = {2020},
address = {Crestwood},
month = dec,
pages = {1-4}
}

@inproceedings{Deshmukh2015,
title = {Improving classification using preprocessing and machine learning algorithms on NSL-KDD dataset},
url = {http://dx.doi.org/10.1109/ICCICT.2015.7045674},
DOI = {10.1109/iccict.2015.7045674},
booktitle = {2015 International Conference on Communication, Information and Computing Technology (ICCICT)},
publisher = {IEEE},
Expand All @@ -52,33 +51,37 @@ @inproceedings{Deshmukh2015
}

@book{Theobald2021,
title = "Machine learning for absolute beginners",
title = " Machine Learning for Absolute Beginners: A Plain English Introduction",
author = "Theobald, Oliver",
edition = {3},
publisher = "Scatterplot Press",
year = {2021},
month = jan
}

@book{Hutz2018,
author = {Hutz, Cláudio S},
title = "Avaliação Psicológica da Inteligência e da Personalidade",
author = {Hutz, Cláudio Simon and Bandeira, Denise Ruschel and Trentini, Clarissa Marceli},
title = "Avaliação Psicológica da Inteligência e da Personalidade",
edition = {1},
publisher = "Artmed",
year = {2018},
month = apr
address = "Porto Alegre",
year = {2018},
month = apr
}

@book{Sancineto2015,
author = {Sancineto, Carlos H},
author = {Nunes, Carlos Henrique Sancineto da Silva and Hutz, Cláudio Simon and Nunes, Maiana Farias Oliveira},
title = "Bateria Fatorial da Personalidade - BFP: manual técnico",
edition = {2},
publisher = "Casa do Psicólogo",
address = "São Paulo",
year = {2015}
}

@article{Cuijpers2021,
title = {The effects of psychotherapies for depression on response, remission, reliable change, and deterioration: A meta-analysis},
volume = {144},
ISSN = {1600-0447},
url = {http://dx.doi.org/10.1111/acps.13335},
DOI = {10.1111/acps.13335},
number = {3},
journal = {Acta Psychiatrica Scandinavica},
Expand All @@ -93,7 +96,6 @@ @article{Hofmann2012
title = {The Efficacy of Cognitive Behavioral Therapy: A Review of Meta-analyses},
volume = {36},
ISSN = {1573-2819},
url = {http://dx.doi.org/10.1007/s10608-012-9476-1},
DOI = {10.1007/s10608-012-9476-1},
number = {5},
journal = {Cognitive Therapy and Research},
Expand All @@ -108,7 +110,6 @@ @article{Norcross2010
title = {What works for whom: Tailoring psychotherapy to the person},
volume = {67},
ISSN = {1097-4679},
url = {http://dx.doi.org/10.1002/jclp.20764},
DOI = {10.1002/jclp.20764},
number = {2},
journal = {Journal of Clinical Psychology},
Expand All @@ -123,7 +124,6 @@ @article{Norcross2018
title = {Psychotherapy relationships that work III.},
volume = {55},
ISSN = {0033-3204},
url = {http://dx.doi.org/10.1037/pst0000193},
DOI = {10.1037/pst0000193},
number = {4},
journal = {Psychotherapy},
Expand All @@ -138,7 +138,6 @@ @article{Smagula2019
title = {Moderators of Response to Cognitive Behavior Therapy for Major Depression in Patients With Heart Failure},
volume = {81},
ISSN = {0033-3174},
url = {http://dx.doi.org/10.1097/PSY.0000000000000712},
DOI = {10.1097/psy.0000000000000712},
number = {6},
journal = {Psychosomatic Medicine},
Expand All @@ -153,7 +152,6 @@ @article{Andover2020
title = {Moderators of treatment response to an intervention for nonsuicidal self-injury in young adults.},
volume = {88},
ISSN = {0022-006X},
url = {http://dx.doi.org/10.1037/ccp0000603},
DOI = {10.1037/ccp0000603},
number = {11},
journal = {Journal of Consulting and Clinical Psychology},
Expand All @@ -168,11 +166,10 @@ @article{Taubitz2022
title = {What the future holds: Machine learning to predict success in psychotherapy},
volume = {156},
ISSN = {0005-7967},
url = {http://dx.doi.org/10.1016/j.brat.2022.104116},
DOI = {10.1016/j.brat.2022.104116},
journal = {Behaviour Research and Therapy},
publisher = {Elsevier BV},
author = {Taubitz, Friedrich-Samuel and B\"{u}denbender, Bj\"{o}rn and Alpers, Georg W.},
author = {Taubitz, Friedrich-Samuel and Budenbender, Bj\"{o}rn and Alpers, Georg W.},
year = {2022},
month = sep,
pages = {104116}
Expand All @@ -182,7 +179,6 @@ @article{Dwyer2018
title = {Machine Learning Approaches for Clinical Psychology and Psychiatry},
volume = {14},
ISSN = {1548-5951},
url = {http://dx.doi.org/10.1146/annurev-clinpsy-032816-045037},
DOI = {10.1146/annurev-clinpsy-032816-045037},
number = {1},
journal = {Annual Review of Clinical Psychology},
Expand All @@ -197,7 +193,6 @@ @article{Roth2018
title = {Introduction to Machine Learning in Digital Healthcare Epidemiology},
volume = {39},
ISSN = {1559-6834},
url = {http://dx.doi.org/10.1017/ice.2018.265},
DOI = {10.1017/ice.2018.265},
number = {12},
journal = {Infection Control and Hospital Epidemiology},
Expand All @@ -218,17 +213,18 @@ @book{WHO2023
}

@article{CNE2023,
author = {Conselho Nacional de Educação},
title = {Resolução CNE/CES nº 1, de 11 de outubro de 2023},
journal = {Diário Oficial União},
author = {Brasil},
title = {{M}inistério da {E}ducação. {C}onselho {N}acional de {E}ducação. {C}âmara de {E}ducação {S}uperior. {R}esolução {CNE/CES} nº 1, de 11 de outubro de 2023},
journal = {Diário Oficial União: \textmd{Seção 1, ed. 201}},
address = {Brasília},
pages = {55},
year = {2023},
url = {https://www.in.gov.br/web/dou/-/resolucao-cne/ces-n-1-de-11-de-outubro-de-2023-518120795},
urldate = {2024-06-22}
month = out
}

@article{Ruda2019,
title = {Formação em psicologia: uma análise curricular de cursos de graduação no Brasil},
author = {Rudá, Caio and Coutinho, Denise and Almeida Filho, Naomar de},
author = {Rud{\'a}, Caio and Coutinho, Denise and Almeida{ }Filho, Naomar de},
journal = {Revista e-Curriculum},
volume = {17},
number = {2},
Expand All @@ -254,7 +250,6 @@ @article{Shortreed2010
title = {Informing sequential clinical decision-making through reinforcement learning: an empirical study},
volume = {84},
ISSN = {1573-0565},
url = {http://dx.doi.org/10.1007/s10994-010-5229-0},
DOI = {10.1007/s10994-010-5229-0},
number = {1-2},
journal = {Machine Learning},
Expand Down Expand Up @@ -295,7 +290,6 @@ @article{Luo2016
title = {Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View},
volume = {18},
ISSN = {1438-8871},
url = {http://dx.doi.org/10.2196/jmir.5870},
DOI = {10.2196/jmir.5870},
number = {12},
journal = {Journal of Medical Internet Research},
Expand All @@ -310,7 +304,6 @@ @article{Shamout2021
title = {Machine Learning for Clinical Outcome Prediction},
volume = {14},
ISSN = {1941-1189},
url = {http://dx.doi.org/10.1109/RBME.2020.3007816},
DOI = {10.1109/rbme.2020.3007816},
journal = {IEEE Reviews in Biomedical Engineering},
publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
Expand All @@ -323,7 +316,6 @@ @article{Greener2021
title = {A guide to machine learning for biologists},
volume = {23},
ISSN = {1471-0080},
url = {http://dx.doi.org/10.1038/s41580-021-00407-0},
DOI = {10.1038/s41580-021-00407-0},
number = {1},
journal = {Nature Reviews Molecular Cell Biology},
Expand All @@ -334,25 +326,24 @@ @article{Greener2021
pages = {40-55}
}

@misc{Python,
author = {Python Software Foundation},
title = {python.org},
howpublished = {\url{https://www.python.org/}},
note = {[Accessed 26-06-2024]}
@article{Python,
author = {Python{ }Software{ }Foundation},
title = {Welcome to Python.org},
url = {https://www.python.org/},
urlaccessdate = {26-06-2024}
}

@misc{ScikitLearn,
author = {},
author = {Scikit-learn},
title = {scikit-learn: machine learning in Python},
howpublished = {\url{https://scikit-learn.org/}},
note = {[Accessed 26-06-2024]}
url = {https://scikit-learn.org/},
urlaccessdate = {26-06-2024}
}

@article{Naeem2023,
title = {An Unsupervised Machine Learning Algorithms: Comprehensive Review},
volume = {13},
ISSN = {2210-142X},
url = {http://dx.doi.org/10.12785/ijcds/130172},
DOI = {10.12785/ijcds/130172},
number = {1},
journal = {International Journal of Computing and Digital Systems},
Expand All @@ -367,7 +358,6 @@ @article{Seligman2005
title = {Positive Psychology Progress: Empirical Validation of Interventions.},
volume = {60},
ISSN = {0003-066X},
url = {http://dx.doi.org/10.1037/0003-066X.60.5.410},
DOI = {10.1037/0003-066x.60.5.410},
number = {5},
journal = {American Psychologist},
Expand All @@ -387,16 +377,13 @@ @article{Woodworth2017
pages = {218-232},
keywords = {positive psychology, experimental replication, happiness, online therapy, signature strengths, e-mental health},
doi = {https://doi.org/10.1002/jclp.22328},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/jclp.22328},
eprint = {https://onlinelibrary.wiley.com/doi/pdf/10.1002/jclp.22328},
year = {2017}
}

@article{Park2010,
title = {When is the Search for Meaning Related to Life Satisfaction?},
volume = {2},
ISSN = {1758-0854},
url = {http://dx.doi.org/10.1111/j.1758-0854.2009.01024.x},
DOI = {10.1111/j.1758-0854.2009.01024.x},
number = {1},
journal = {Applied Psychology: Health and Well-Being},
Expand All @@ -411,7 +398,6 @@ @article{Radloff1977
title = {The CES-D Scale: A Self-Report Depression Scale for Research in the General Population},
volume = {1},
ISSN = {1552-3497},
url = {http://dx.doi.org/10.1177/014662167700100306},
DOI = {10.1177/014662167700100306},
number = {3},
journal = {Applied Psychological Measurement},
Expand All @@ -426,7 +412,6 @@ @article{Woodworth2018
title = {Data from 'Web-based Positive Psychology Interventions: A Reexamination of Effectiveness'},
volume = {6},
ISSN = {2050-9863},
url = {http://dx.doi.org/10.5334/jopd.35},
DOI = {10.5334/jopd.35},
journal = {Journal of Open Psychology Data},
publisher = {Ubiquity Press, Ltd.},
Expand All @@ -438,7 +423,6 @@ @article{Collins2023
title = {Predicting individual response to a web-based positive psychology intervention: a machine learning approach},
volume = {19},
ISSN = {1743-9779},
url = {http://dx.doi.org/10.1080/17439760.2023.2254743},
DOI = {10.1080/17439760.2023.2254743},
number = {4},
journal = {The Journal of Positive Psychology},
Expand All @@ -453,7 +437,6 @@ @article{Hornstein2021
title = {Predicting therapy outcome in a digital mental health intervention for depression and anxiety: A machine learning approach},
volume = {7},
ISSN = {2055-2076},
url = {http://dx.doi.org/10.1177/20552076211060659},
DOI = {10.1177/20552076211060659},
journal = {DIGITAL HEALTH},
publisher = {SAGE Publications},
Expand All @@ -467,7 +450,6 @@ @article{Stiglic2020
title = {Interpretability of machine learning-based prediction models in healthcare},
volume = {10},
ISSN = {1942-4795},
url = {http://dx.doi.org/10.1002/widm.1379},
DOI = {10.1002/widm.1379},
number = {5},
journal = {WIREs Data Mining and Knowledge Discovery},
Expand All @@ -481,7 +463,6 @@ @article{John2009
title = {Misdiagnosis of bipolar disorder as borderline personality disorder: clinical and economic consequences},
volume = {10},
ISSN = {1814-1412},
url = {http://dx.doi.org/10.1080/15622970701816522},
DOI = {10.1080/15622970701816522},
number = {4-2},
journal = {The World Journal of Biological Psychiatry},
Expand Down

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