Causal Machine Learning - Articles - Scientific Research Publishing

The Mean Treatment Effect Was Estimated Using a Machine-Learning Model: Evidence from the ECLS-K Dataset (Articles)

Shenshuo Zhang

Journal of Data Analysis and Information Processing Vol.13 No.3, August 28, 2025

DOI: 10.4236/jdaip.2025.133023 82 Downloads 474 Views Citations
Estimating Average and Heterogeneous Effects of Special Education: A Causal Machine Learning Perspective (Articles)

Siyi Ruan

International Journal of Intelligence Science Vol.15 No.4, October 27, 2025

DOI: 10.4236/ijis.2025.154012 104 Downloads 617 Views Citations
Estimating Heterogeneous Treatment Effects of Early Childhood Interventions on Fifth-Grade Math Achievement: A Machine Learning-Augmented Causal Analysis of ECLS-K:2011 (Articles)

Xingtian Si

International Journal of Intelligence Science Vol.15 No.4, September 3, 2025

DOI: 10.4236/ijis.2025.154008 120 Downloads 635 Views Citations
Archaic Methods in a Data Rich World: Why Educational Research Must Embrace AI Research Methods (Articles)

Thomas Mgonja

Open Journal of Social Sciences Vol.13 No.11, November 25, 2025

DOI: 10.4236/jss.2025.1311030 62 Downloads 410 Views Citations
What Future for Economics? Rethinking Rationality, Models and Academic Incentives (Articles)

Tommaso De Portu

Theoretical Economics Letters Vol.15 No.6, November 26, 2025

DOI: 10.4236/tel.2025.156076 68 Downloads 433 Views Citations
Deep Reinforcement Learning for Personalized Antidepressant Decision Support in Bipolar Spectrum Disorders: Simulated Randomized Trial Framework (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 28, 2026

DOI: 10.4236/oalib.1115137 8 Downloads 80 Views Citations
Intelligent Systems for Sun-Earth-Anthropogenic Climate Research: A Program for Causal, Hybrid, and Decision-Relevant Modeling (Articles)

Marilia Hagen

Journal of Geoscience and Environment Protection Vol.13 No.12, December 12, 2025

DOI: 10.4236/gep.2025.1312018 58 Downloads 319 Views Citations
A Counterfactual Explainability Framework for Transparent, Actionable, and Clinician Validated Psychiatric Treatment Decision Support (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 29, 2026

DOI: 10.4236/oalib.1115348 22 Downloads 108 Views Citations
Identifying Causes Helps a Tutoring System to Better Adapt to Learners during Training Sessions (Articles)

Usef Faghihi, Philippe Fournier-Viger, Roger Nkambou, Pierre Poirier

Journal of Intelligent Learning Systems and Applications Vol.3 No.3, August 5, 2011

DOI: 10.4236/jilsa.2011.33016 4,862 Downloads 9,456 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 34,656 Downloads 53,898 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 181 Downloads 1,307 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 2,913 Downloads 7,521 Views Citations
False Data Injection Attacks Detection in Power System Using Machine Learning Method (Articles)

Can Yang, Yong Wang, Yuhao Zhou, Jiongming Ruan, Wei Liu

Journal of Computer and Communications Vol.6 No.11, November 28, 2018

DOI: 10.4236/jcc.2018.611025 1,628 Downloads 3,840 Views Citations
A Review of the Application of Deep Learning in Brachytherapy (Articles)

Hai Hu, Yang Shao, Shijie Hu

Open Access Library Journal Vol.7 No.7, July 28, 2020

DOI: 10.4236/oalib.1106589 777 Downloads 2,468 Views Citations
Applications of Artificial Intelligence in Combating Covid-19: A Systematic Review (Articles)

Akpofure A. Enughwure, Isaac C. Febaide

Open Access Library Journal Vol.7 No.8, August 25, 2020

DOI: 10.4236/oalib.1106628 838 Downloads 3,578 Views Citations
Students’ Numeracy and Literacy Aptitude Analysis and Prediction Using Machine Learning (Articles)

Tianyu Li

Journal of Computer and Communications Vol.10 No.8, August 26, 2022

DOI: 10.4236/jcc.2022.108006 395 Downloads 1,706 Views Citations
This article belongs to the Special Issue on Data Science and Applications
Evolution and Trend of Deep Learning in Agriculture: A Bibliometric Approach (Articles)

Kimba Sabi N’goye, Henoc Soude, Yêyinou Laura Estelle Loko

Journal of Computer and Communications Vol.10 No.12, December 30, 2022

DOI: 10.4236/jcc.2022.1012009 329 Downloads 1,437 Views Citations
This article belongs to the Special Issue on Data Science and Applications
Plant Disease Severity Assessment Based on Machine Learning and Deep Learning: A Survey (Articles)

Demba Faye, Idy Diop, Nalla Mbaye, Doudou Dione, Marius Mintu Diedhiou

Journal of Computer and Communications Vol.11 No.9, September 26, 2023

DOI: 10.4236/jcc.2023.119004 667 Downloads 3,546 Views Citations
Advances, Challenges & Recent Developments in Federated Learning (Articles)

Nsie Erimola María Reina Agripina, Blessed Shinga Mafukidze

Open Access Library Journal Vol.11 No.10, October 21, 2024

DOI: 10.4236/oalib.1112239 170 Downloads 1,980 Views Citations
Comparative Research in Sentiment Analysis Using Machine Learning Technique (Articles)

Eun Soo Park, Rushit Dave, Mansi Bhavsar

Journal of Data Analysis and Information Processing Vol.13 No.3, July 31, 2025

DOI: 10.4236/jdaip.2025.133016 231 Downloads 1,228 Views Citations

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