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Design and Analysis of Automated Machine Learning (AutoML) in PowerBI Application Using PyCaret

  • Published:2022-11-10 Issue: Volume: Page:
  • ISSN:
  • Container-title:2022 International Conference of Science and Information Technology in Smart Administration (ICSINTESA)
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Author:

Sihombing Denny Jean Cross1,Dexius Jawangi Unedo1,Manurung Jonson2,Aritonang Mendarissan3,Adinata Harni Seven4

Affiliation:

1. Atma Jaya Catholic University of Indonesia,Dept. Information System,Jakarta,Indonesia

2. STMIK Pelita Nusantara,Dept. Software Engineering,Medan,Indonesia

3. Universitas Methodist Indonesia,Dept. Informatics Management,Medan,Indonesia

4. Universitas Sam Ratulangi,Dept. Informatics Engineering,Manado,Indonesia

Publisher

IEEE

Reference12 articles.

1. AutoML Adoption in ML Software;van der blom;Workshop on Automated Machine Learning (AutoML) ICML,2021

2. Penerapan Naíve Bayes Classifier dengan Gaussian Function Untuk Menentukan Kelompok UKT;putra;Jurnal Informatika Global,2019

3. KNN vs Naive Bayes Untuk Deteksi Dini Putus Kuliah Pada Profil Akademik Mahasiswa

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1. Integrating visual factors in crash rate analysis at Intersections: An AutoML and SHAP approach towards cycling safety;Accident Analysis & Prevention;2024-06

2. Artificial Intelligence Based Fault Detection and Classification in Power Systems: An Automated Machine Learning Approach;2024 23rd International Symposium INFOTEH-JAHORINA (INFOTEH);2024-03-20

3. Automating Machine Learning Model Development: An OperationalML Approach with PyCARET and Streamlit;2023 Innovations in Power and Advanced Computing Technologies (i-PACT);2023-12-08

4. AutoDL: Enriching PowerBI AutoML Features with Deep Learning;2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT);2023-07-06

5. Automated Machine Learning in Critical Energy Infrastructure for Net Zero Carbon Emissions;2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE);2023-06-19
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