Hyper-Parameter Estimation; Support Vector Regression; Machine Learning; Data Mining - Articles

Data Mining Technology across Academic Disciplines (Articles)

Lesley Farmer, Alan Safer, Eric Chuk

Intelligent Information Management Vol.3 No.2, March 9, 2011

DOI: 10.4236/iim.2011.32005 7,539 Downloads 14,196 Views Citations
Data Categorization and Noise Analysis in Mobile Communication Using Machine Learning Algorithms (Articles)

Raghavendra Phani Kumar, Malleswara Rao, Dsvgk Kaladhar

Wireless Sensor Network Vol.4 No.4, April 24, 2012

DOI: 10.4236/wsn.2012.44015 4,700 Downloads 8,384 Views Citations
Derivatives Pricing via Machine Learning (Articles)

Tingting Ye, Liangliang Zhang

Journal of Mathematical Finance Vol.9 No.3, August 27, 2019

DOI: 10.4236/jmf.2019.93029 1,932 Downloads 8,813 Views Citations
Prediction-Based Resource Assignment Scheme to Maximize the Net Profit of Cloud Service Providers (Articles)

Sarabjeet Singh, Marc St-Hilaire

Communications and Network Vol.12 No.2, May 29, 2020

DOI: 10.4236/cn.2020.122005 626 Downloads 1,770 Views Citations
Application of Regularized Logistic Regression and Artificial Neural Network Model for Ozone Classification across El Paso County, Texas, United States (Articles)

Callistus Obunadike, Adekunle Adefabi, Somtobe Olisah, David Abimbola, Kunle Oloyede

Journal of Data Analysis and Information Processing Vol.11 No.3, July 11, 2023

DOI: 10.4236/jdaip.2023.113012 289 Downloads 1,246 Views Citations
Measuring Causal Effect with ARDL-BART: A Macroeconomic Application (Articles)

Pegah Mahdavi, Mohammad Ali Ehsani, Daniel Felix Ahelegbey, Mehrnaz Mohammadpour

Applied Mathematics Vol.15 No.4, April 30, 2024

DOI: 10.4236/am.2024.154018 238 Downloads 1,026 Views Citations
Modeling of Total Dissolved Solids (TDS) and Sodium Absorption Ratio (SAR) in the Edwards-Trinity Plateau and Ogallala Aquifers in the Midland-Odessa Region Using Random Forest Regression and eXtreme Gradient Boosting (Articles)

Azuka I. Udeh, Osayamen J. Imarhiagbe, Erepamo J. Omietimi

Journal of Geoscience and Environment Protection Vol.12 No.5, May 30, 2024

DOI: 10.4236/gep.2024.125013 132 Downloads 874 Views Citations
Comparative Analysis of Machine Learning Models for Customer Churn Prediction in the U.S. Banking and Financial Services: Economic Impact and Industry-Specific Insights (Articles)

Omoshola S. Owolabi, Prince C. Uche, Nathaniel T. Adeniken, Oghenekome Efijemue, Samuel Attakorah, Oluwabukola G. Emi-Johnson, Emmanuel Hinneh

Journal of Data Analysis and Information Processing Vol.12 No.3, July 17, 2024

DOI: 10.4236/jdaip.2024.123021 370 Downloads 5,240 Views Citations
Performance of Different Machine Learning Algorithms for Credit Risk Classification (Articles)

Martin M. Kasina, John M. Kihoro, Alex Kibet

Journal of Data Analysis and Information Processing Vol.13 No.4, November 4, 2025

DOI: 10.4236/jdaip.2025.134029 110 Downloads 872 Views Citations
Financial Prediction Models in Banks: Combining Statistical Approaches and Machine Learning Algorithms (Articles)

Razaz Houssien Felimban

Journal of Financial Risk Management Vol.14 No.4, December 11, 2025

DOI: 10.4236/jfrm.2025.144027 90 Downloads 713 Views Citations
Multinomial Statistical Modeling for Predictive Detection and Security of Suspicious Transactions in a Digital Wallet (Articles)

Adlès Francis Kouassi, Pacôme Brou, Kadokan Coulibaly, Souleymane Oumtanaga

Open Journal of Safety Science and Technology Vol.15 No.4, December 23, 2025

DOI: 10.4236/ojsst.2025.154021 74 Downloads 412 Views Citations
Beyond Black-Box Benchmarking: A Statistically Validated, Interpretable, and Uncertainty-Aware Machine Learning Framework for Insurance Premium Estimation (Articles)

Jude Isememe Itoyah

Journal of Computer and Communications Vol.14 No.7, July 22, 2026

DOI: 10.4236/jcc.2026.147004 3 Downloads 39 Views Citations
On Expressing the Probabilities of Categorical Responses as Linear Functions of Covariates (Articles)

Tejas A. Desai

Applied Mathematics Vol.4 No.11, November 5, 2013

DOI: 10.4236/am.2013.411200 3,639 Downloads 5,426 Views Citations
Hybrid Deep Learning Model for Breast Cancer Classification in Low-Middle Income Countries: A MobileNetV2 and Cubic SVM (Articles)

Kennedy T. Chitiza, Prosper Mbire, Valentine E. Gora, Felix Mazunga, Kudakwashe P. Dzingirai, Shamiso Mabota

Advances in Breast Cancer Research Vol.15 No.2, March 17, 2026

DOI: 10.4236/abcr.2026.152005 80 Downloads 422 Views Citations
An Overview and Prospects Analysis of Data Mining Technology (Articles)

Pengpeng Sun

Open Access Library Journal Vol.11 No.8, August 16, 2024

DOI: 10.4236/oalib.1111949 170 Downloads 1,596 Views Citations
FQ-Ada-γ Knowledge Tracing Model for Adaptive Intelligent Tutoring Systems in Secondary Mathematics Education (Articles)

Marcellin Aska Gnambe, Pacôme Brou, Klanan Bertrand Bamba, Hyacinthe Kouassi Konan, Adama Konate

Open Journal of Applied Sciences Vol.16 No.5, May 15, 2026

DOI: 10.4236/ojapps.2026.165090 19 Downloads 175 Views Citations
A Study of EM Algorithm as an Imputation Method: A Model-Based Simulation Study with Application to a Synthetic Compositional Data (Articles)

Yisa Adeniyi Abolade, Yichuan Zhao

Open Journal of Modelling and Simulation Vol.12 No.2, March 8, 2024

DOI: 10.4236/ojmsi.2024.122002 359 Downloads 1,447 Views Citations
Performance comparison of three artificial neural network methods for classification of electroencephalograph signals of five mental tasks (Articles)

Vijay Khare, Jayashree Santhosh, Sneh Anand, Manvir Bhatia

Journal of Biomedical Science and Engineering Vol.3 No.2, March 1, 2010

DOI: 10.4236/jbise.2010.32026 5,236 Downloads 11,207 Views Citations
Fundamental Factor Models Using Machine Learning (Articles)

Seisuke Sugitomo, Shotaro Minami

Journal of Mathematical Finance Vol.8 No.1, February 12, 2018

DOI: 10.4236/jmf.2018.81009 2,595 Downloads 9,661 Views Citations
Lung Cancer Prediction from Elvira Biomedical Dataset Using Ensemble Classifier with Principal Component Analysis (Articles)

Teresa Kwamboka Abuya

Journal of Data Analysis and Information Processing Vol.11 No.2, May 16, 2023

DOI: 10.4236/jdaip.2023.112010 379 Downloads 1,933 Views Citations

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