Machine Learning Prediction - Articles - Scientific Research Publishing

Advanced Machine Learning Models for Gender-Specific Antidepressant Response Prediction: Overcoming Data Imbalance for Precision Psychiatry (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2，February 17, 2025

DOI: 10.4236/oalib.1112895 26 Downloads 149 Views Citations
A Dual-Channel Prediction-Interpretation Framework with Pre-Trained Language Models and SHAP Explainability (Articles)

Hui Nie, Xiaoyan Wu

Journal of Computer and Communications Vol.13 No.3，March 26, 2025

DOI: 10.4236/jcc.2025.133009 24 Downloads 153 Views Citations
Early Detection of Diabetes Using a Hybrid Approach Based on the Voting Classifier (Articles)

Adlès Francis Kouassi, Bi Irié Cyrille Dje, Kigninman Désiré Kone, Olivier Asseu

Open Journal of Applied Sciences Vol.15 No.4，March 27, 2025

DOI: 10.4236/ojapps.2025.154052 37 Downloads 196 Views Citations
Extra Trees Model for Heart Disease Prediction (Articles)

Uchenna J. Nzenwata, Emokiniovo Edwin, Emmanuel A. Chukwu, Dare Osilaja, Johnson O. Hinmikaiye, Chidiebere Enyinnah

Journal of Data Analysis and Information Processing Vol.13 No.2，April 30, 2025

DOI: 10.4236/jdaip.2025.132008 38 Downloads 222 Views Citations
Predicting Bipolar Disorder Treatment Outcomes with Machine Learning: A Comprehensive Evaluation of Random Forest, Gradient Boosting, and Ensemble Approaches (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2，February 19, 2025

DOI: 10.4236/oalib.1112897 36 Downloads 284 Views Citations
Quantum Operator Model for Data Analysis and Forecast (Articles)

George Danko

Applied Mathematics Vol.12 No.11，November 18, 2021

DOI: 10.4236/am.2021.1211064 293 Downloads 1,015 Views Citations
Geospatial Analysis of Urban Heat Island Effects and Tree Equity (Articles)

Jillian Gorrell, Sharon R. Jean-Philippe, Paul D. Ries, Jennifer K. Richards, Neelam C. Poudyal, Rochelle Butler

Open Journal of Forestry Vol.14 No.1，November 30, 2023

DOI: 10.4236/ojf.2024.141001 208 Downloads 1,093 Views Citations
This article belongs to the Special Issue on Forest Environment and Ecology
User Profile & Attitude Analysis Based on Unstructured Social Media and Online Activity (Articles)

Yuting Tan, Vijay K. Madisetti

Journal of Software Engineering and Applications Vol.17 No.6，June 7, 2024

DOI: 10.4236/jsea.2024.176025 103 Downloads 448 Views Citations
A Machine Learning Approach to Predicting Treatment Outcomes in Bipolar Depression with OCD Comorbidity (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2，February 28, 2025

DOI: 10.4236/oalib.1112894 27 Downloads 238 Views Citations
AI-Driven Mental Disorder Prediction: A Machine Learning Approach for Early Detection (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.4，April 21, 2025

DOI: 10.4236/oalib.1113194 45 Downloads 272 Views Citations
Survey of Machine Learning Algorithms for Disease Diagnostic (Articles)

Meherwar Fatima, Maruf Pasha

Journal of Intelligent Learning Systems and Applications Vol.9 No.1，January 24, 2017

DOI: 10.4236/jilsa.2017.91001 33,697 Downloads 51,718 Views Citations
A Novel Approach to Heart Failure Prediction and Classification through Advanced Deep Learning Model (Articles)

Abdalla Mahgoub

World Journal of Cardiovascular Diseases Vol.13 No.9，September 27, 2023

DOI: 10.4236/wjcd.2023.139052 253 Downloads 1,427 Views Citations
AutoGluon-Based Sales Forecasting a Real-Time Predictive Analytics Solution for Business Intelligence (Articles)

Fahamgeer Mahesar, Anam Ishaq, Malaika Riaz, Muhammad Bilal, Tanzeela Kousar, Aqsa Jameel

Journal of Data Analysis and Information Processing Vol.12 No.4，September 26, 2024

DOI: 10.4236/jdaip.2024.124027 84 Downloads 565 Views Citations
Support Vector Machine Prediction Modeling for Automobile Ownership (Articles)

Ruidong Zhang, Xinguang Zhang

Journal of Computer and Communications Vol.10 No.6，June 23, 2022

DOI: 10.4236/jcc.2022.106004 172 Downloads 746 Views Citations
Advancing Material Stability Prediction: Leveraging Machine Learning and High-Dimensional Data for Improved Accuracy (Articles)

Aasim Ayaz Wani

Materials Sciences and Applications Vol.16 No.2，February 20, 2025

DOI: 10.4236/msa.2025.162005 47 Downloads 324 Views Citations
Prediction of Solar Irradiation Using Quantum Support Vector Machine Learning Algorithm (Articles)

Makhamisa Senekane, Benedict Molibeli Taele

Smart Grid and Renewable Energy Vol.7 No.12，December 6, 2016

DOI: 10.4236/sgre.2016.712022 2,670 Downloads 6,709 Views Citations
Forecasting Hotel Prices in Selected Middle East and North Africa Region (MENA) Cities with New Forecasting Tools (Articles)

Mohammed Al Shehhi, Andreas Karathanasopoulos

Theoretical Economics Letters Vol.8 No.9，June 15, 2018

DOI: 10.4236/tel.2018.89104 1,086 Downloads 2,968 Views Citations
This article belongs to the Special Issue on Financial Modeling
Future of Artificial Intelligence in Anesthetics and Pain Management (Articles)

Harry McGrath, Colin Flanagan, Liaoyuan Zeng, Yiming Lei

Journal of Biosciences and Medicines Vol.7 No.11，November 13, 2019

DOI: 10.4236/jbm.2019.711010 1,136 Downloads 3,796 Views Citations
Enabling Proactive Management of School Dropouts Using Neural Network (Articles)

Khamisi Kalegele

Journal of Software Engineering and Applications Vol.13 No.10，October 19, 2020

DOI: 10.4236/jsea.2020.1310016 567 Downloads 1,683 Views Citations
The Role of Digital Technology and Artificial Intelligence in Diagnosing Medical Images: A Systematic Review (Articles)

Rani Ahmad

Open Journal of Radiology Vol.11 No.1，March 5, 2021

DOI: 10.4236/ojrad.2021.111003 1,244 Downloads 3,920 Views Citations

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