Comparison Of Population Prediction Of Bengkulu Selatan Regency With Python And SPSS

Authors

  • Heri Sulasono Universitas Muhammadiyah Bengkulu
  • Dedy Abdullah Universitas Muhammadiyah Bengkulu
  • RG. Guntur Alam Universitas Muhammadiyah Bengkulu
  • Gunawan Gunawan Universitas Muhammadiyah Bengkulu

DOI:

https://doi.org/10.53697/jkomitek.v4i1.1801

Keywords:

Prediction, Population, Linear Regression, Python, SPSS

Abstract

 abstrak

References

Abdelaal, T., Michielsen, L., Cats, D., Hoogduin, D., Mei, H., & ... (2019). A comparison of automatic cell identification methods for single-cell RNA sequencing data. Genome Biology. https://doi.org/10.1186/s13059-019-1795-z

Afzal, S., Ziapour, B. M., Shokri, A., Shakibi, H., & Sobhani, B. (2023). Building energy consumption prediction using multilayer perceptron neural network-assisted models; comparison of different optimization algorithms. Energy. https://www.sciencedirect.com/science/article/pii/S0360544223018406

Alakus, T. B., & Turkoglu, I. (2020). Comparison of deep learning approaches to predict COVID-19 infection. Chaos, Solitons &Fractals. https://www.sciencedirect.com/science/article/pii/S0960077920305178

Ayati, N., Lee, S. T., Zakavi, S. R., Cheng, M., & ... (2021). Response evaluation and survival prediction after PD-1 immunotherapy in patients with non–small cell lung cancer: comparison of assessment methods. Journal of Nuclear …. https://jnm.snmjournals.org/content/62/7/926.abstract

Belsher, B. E., Smolenski, D. J., Pruitt, L. D., Bush, N. E., & ... (2019). Prediction models for suicide attempts and deaths: a systematic review and simulation. JAMA …. https://jamanetwork.com/journals/jamapsychiatry/article-abstract/2727387

Boo, Y., & Choi, Y. (2022). Comparison of mortality prediction models for road traffic accidents: an ensemble technique for imbalanced data. BMC Public Health. https://doi.org/10.1186/s12889-022-13719-3

Duffey, R. B., & Zio, E. (2020). Prediction of CoVid-19 infection, transmission and recovery rates: A new analysis and global societal comparisons. Safety Science. https://www.sciencedirect.com/science/article/pii/S0925753520302514

Hannon, M. P., Carney, D. J., Floyd, S., Parker, L. J. F., & ... (2023). Cross-sectional comparison of body composition and resting metabolic rate in Premier League academy soccer players: Implications for growth and maturation. Science and …. https://doi.org/10.4324/9781003375968-14

He, Y., Lakhani, C. M., Rasooly, D., Manrai, A. K., & ... (2021). Comparisons of polyexposure, polygenic, and clinical risk scores in risk prediction of type 2 diabetes. Diabetes …. https://diabetesjournals.org/care/article-abstract/44/4/935/138586

Islam, M. M., Haque, M. R., Iqbal, H., Hasan, M. M., & ... (2020). Breast cancer prediction: a comparative study using machine learning techniques. SN Computer …. https://doi.org/10.1007/s42979-020-00305-w

Jaidka, K., Giorgi, S., Schwartz, H. A., & ... (2020). Estimating geographic subjective well-being from Twitter: A comparison of dictionary and data-driven language methods. Proceedings of the …. https://doi.org/10.1073/pnas.1906364117

Kammar‐García, A., Castillo‐Martínez, L., & ... (2021). Comparison of bioelectrical impedance analysis parameters for the detection of fluid overload in the prediction of mortality in patients admitted at the emergency …. Journal of Parenteral …. https://doi.org/10.1002/jpen.1848

Keuning, B. E., Kaufmann, T., Wiersema, R., & ... (2020). Mortality prediction models in the adult critically ill: A scoping review. Acta …. https://doi.org/10.1111/aas.13527

Lebaz, N., & Sheibat-Othman, N. (2019). A population balance model for the prediction of breakage of emulsion droplets in SMX+ static mixers. Chemical Engineering Journal. https://www.sciencedirect.com/science/article/pii/S1385894718325762

Mildawani, M., Murti, T. R., Maryatmi, A. S., & Abraham, J. (2022). … model of competitive behavior: social comparison as a mediator of the critical thinking, self-efficacy, and adaptation ability prediction among college students. Heliyon. https://www.cell.com/heliyon/fulltext/S2405-8440(22)03493-4

Mostafavi, H., Harpak, A., Agarwal, I., Conley, D., & ... (2020). Variable prediction accuracy of polygenic scores within an ancestry group. Elife. https://elifesciences.org/articles/48376

Park, K. M., Sung, J. M., Kim, W. J., An, S. K., Namkoong, K., & ... (2019). Population-based dementia prediction model using Korean public health examination data: A cohort study. PloS One. https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0211957

Rabby, A., Mamata, R., Laboni, M. A., & ... (2019). Machine learning applied to kidney disease prediction: Comparison study. 2019 10th …. https://ieeexplore.ieee.org/abstract/document/8944799/

Rasjid, Z. E., Setiawan, R., & Effendi, A. (2021). A comparison: prediction of death and infected COVID-19 cases in Indonesia using time series smoothing and LSTM neural network. Procedia Computer Science. https://www.sciencedirect.com/science/article/pii/S1877050921001368

Rimal, R., Almøy, T., & Sæbø, S. (2019). Comparison of multi-response prediction methods. Chemometrics and Intelligent Laboratory …. https://www.sciencedirect.com/science/article/pii/S016974391930187X

Schafer, K. M., Kennedy, G., Gallyer, A., & Resnik, P. (2021). A direct comparison of theory-driven and machine learning prediction of suicide: A meta-analysis. PloS One. https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0249833

Spooner, A., Chen, E., Sowmya, A., Sachdev, P., & ... (2020). A comparison of machine learning methods for survival analysis of high-dimensional clinical data for dementia prediction. Scientific Reports. https://www.nature.com/articles/s41598-020-77220-w

Vásquez-Morales, G. R., Martinez-Monterrubio, S. M., & ... (2019). Explainable prediction of chronic renal disease in the colombian population using neural networks and case-based reasoning. Ieee …. https://ieeexplore.ieee.org/abstract/document/8877828/

Wang, Z., Zhao, G., Li, B., Fang, Z., Chen, Q., & ... (2023). Performance comparison of computational methods for the prediction of the function and pathogenicity of non-coding variants. Genomics …. https://academic.oup.com/gpb/article-abstract/21/3/649/7588917

Wannigamage, D., Barlow, M., Lakshika, E., & ... (2020). Analysis and prediction of player population changes in digital games during the COVID-19 pandemic. … Joint Conference on …. https://doi.org/10.1007/978-3-030-64984-5_36

Xu, D., Jiang, M., Hu, W., Li, S., Pan, R., & ... (2021). An online prediction approach based on incremental support vector machine for dynamic multiobjective optimization. IEEE Transactions on …. https://ieeexplore.ieee.org/abstract/document/9546930/

Yan, B., Tang, X., Liu, B., Wang, J., Zhou, Y., Zheng, G., & ... (2020). An improved method for the fitting and prediction of the number of covid-19 confirmed cases based on lstm. ArXiv Preprint ArXiv …. https://arxiv.org/abs/2005.03446

Candra Adi Rahmat, Kurniabudi dan Novianto, Y. (2023) “Penerapan Metode Regresi Linier BergandaUntuk Mengestimasi Laju Pertumbuhan Penduduk Kabupaten Musi Banyuasin,” Jurnal Informatika Dan Rekayasa Komputer(JAKAKOM), 3(1), hal. 359–369. Tersedia pada: https://doi.org/10.33998/jakakom.2023.3.1.732.

Dongga, J. et al. (2023) “Implementasi Data Mining Menggunakan Algoritma Apriori Dalam Menentukan Persediaan Barang (Studi Kasus: Toko Swapen Jaya Manokwari),” G-Tech: Jurnal Teknologi Terapan, 7(1), hal. 119–126. Tersedia pada: https://doi.org/10.33379/gtech.v7i1.1938.

Harahap, I.R., Siambaton, M.Z. dan Santoso, H. (2023) “Implementasi Metode Regresi Linear Sederhana untuk Prediksi Harga Beras di Kota Medan,” SEMNASTEK UISU [Preprint].

Herlina, N. et al. (2023) “Proyeksi Pertumbuhan Penduduk Kecamatan Cibinong Dengan Metode Matematik,” ETNIK: Jurnal Ekonomi dan Teknik, 2(2), hal. 145–149. Tersedia pada: https://doi.org/10.54543/etnik.v2i2.157.

Indriani, I., Siregar, D. dan Windarto, A.P. (2022) “Penerapan Metode Linear Regression dalam Mengestimasi Jumlah Penduduk,” JURIKOM (Jurnal Riset Komputer), 9(4), hal. 1112. Tersedia pada: https://doi.org/10.30865/jurikom.v9i4.4676.

Istiqomah, N. dan Hidayat, A. (2021) “Sistem Informasi Website Sebagai Media Promosi Dan Sarana Informasi Pada Rumah Sakit Mardi Waluyo Metro,” Jurnal Mahasiswa Sistem Informasi (JMSI), 3(1), hal. 19–26. Tersedia pada: https://doi.org/10.24127/jmsi.v3i1.1687.

Karyana, Y. dan Rusliana, N. (2021) “Proyeksi Penduduk Jawa Barat Tahun 2025-2035 Menggunakan Metode Campuran dengan Data Dasar Sensus Penduduk 2020,” Jurnal Ilmu Ekonomi [Preprint].

Pancasasti, R. dan Khaerunisa, E. (2018) “Analisis Dampak Laju Pertumbuhan Penduduk Terhadap Aspek Kependudukan Berwawasan Gender Pada Urban Area Di Kota Serang,” Tirtayasa Ekonomika, 13(1), hal. 130. Tersedia pada: https://doi.org/10.35448/jte.v13i1.4231.

Purwadi, P., Ramadhan, P.S. dan Safitri, N. (2019) “Penerapan Data Mining Untuk Mengestimasi Laju Pertumbuhan Penduduk Menggunakan Metode Regresi Linier Berganda Pada BPS Deli Serdang,” Jurnal SAINTIKOM (Jurnal Sains Manajemen Informatika dan Komputer), 18(1), hal. 55. Tersedia pada: https://doi.org/10.53513/jis.v18i1.104.

Rizdqi Akbar Ramadhan, Abdul Kudus Zaini dan Bima Kristian Pranoto (2022) “Edukasi Pemrograman WEB Fundamental Sebagai Ilmu Wajib Era Industri 4.0,” Jurnal Pengabdian Masyarakat dan Penerapan Ilmu Pengetahuan, 3(1), hal. 11–15. Tersedia pada: https://doi.org/10.25299/jpmpip.2022.10591.

Sa’adah, A.N., Sunge, A.S. dan Zy, A.T. (2023) “Prediksi Pertumbuhan Penduduk Dengan Model Clustering Metode Regresi Linear,” Jurnal Teknologi Terpadu, 11(2).

Sinaga, W.A.L., Sumarno, S. dan Sari, I.P. (2022) “The Application of Multiple Linear Regression Method for Population Estimation Gunung Malela District,” JOMLAI: Journal of Machine Learning and Artificial Intelligence, 1(1), hal. 55–64. Tersedia pada: https://doi.org/10.55123/jomlai.v1i1.143.

Tajrin et al. (2023) “Penerapan Metode Forecasting dalam Menentukan Jumlah Siswa Baru Menggunakan Algoritma Simple Linear Regression,” AJurnal TEKINKOM, 6(1). Tersedia pada: https://doi.org/10.37600/tekinkom.v6i1.880.

Wulandari, A. et al. (2022) “Penerapan Multiple Regression dalam Mengestimasi Jumlah Pertumbuhan Penduduk di Kecamatan Siantar Application of Multiple Regression in Estimating the Amount of Population Growth in Siantar District Article Info ABSTRAK,” JOMLAI: Journal of Machine Learning and Artificial Intelligence, 1(4), hal. 2828–9099. Tersedia pada: https://doi.org/10.55123/jomlai.v1i4.1677.

Yuli Mardi (2019) “Data Mining : Klasifikasi Menggunakan Algoritma C4 . 5 Data mining merupakan bagian dari tahapan proses Knowledge Discovery in Database ( KDD ) . Jurnal Edik Informatika,” Jurnal Edik Informatika, 2(2), hal. 213–219.

Downloads

Published

2024-08-08

How to Cite

Sulasono, H., Abdullah, D., Alam, R. G., & Gunawan, G. (2024). Comparison Of Population Prediction Of Bengkulu Selatan Regency With Python And SPSS. Jurnal Komputer, Informasi Dan Teknologi, 4(1), 12. https://doi.org/10.53697/jkomitek.v4i1.1801

Issue

Section

Articles

Most read articles by the same author(s)

1 2 > >> 

Similar Articles

1 2 > >> 

You may also start an advanced similarity search for this article.