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 65 Downloads 419 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 77 Downloads 526 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 77 Downloads 555 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 54 Downloads 345 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 59 Downloads 395 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 5 Downloads 25 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 44 Downloads 277 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 7 Downloads 41 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 4,816 Downloads 9,386 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 34,577 Downloads 53,695 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 164 Downloads 1,236 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 2,854 Downloads 7,390 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 1,213 Downloads 3,491 Views Citations
This article belongs to the Special Issue on Financial Modeling
Analysis of Global Warming Using Machine Learning (Articles)

Harvey Zheng

Computational Water, Energy, and Environmental Engineering Vol.7 No.3, July 31, 2018

DOI: 10.4236/cweee.2018.73009 4,061 Downloads 13,034 Views Citations
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 1,302 Downloads 4,393 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 667 Downloads 2,125 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 1,466 Downloads 5,033 Views Citations
Transformer for the Design of Automatic Control Systems with Prefilters (Articles)

Isaac Hughes, John F. O’Brien

World Journal of Engineering and Technology Vol.12 No.3, July 29, 2024

DOI: 10.4236/wjet.2024.123037 161 Downloads 843 Views Citations
This article belongs to the Special Issue on Measurement and Control Technology and Instrument
Revolutionizing Healthcare: The Impact of Machine Learning and Artificial Intelligence (Articles)

Adebayo Augustine Adeniyi, Oluwademiladeayo Samuel Adeniyi

E-Health Telecommunication Systems and Networks Vol.13 No.4, November 27, 2024

DOI: 10.4236/etsn.2024.134006 237 Downloads 1,362 Views Citations
Hierarchical Method for Classifying Latent Traumatic States (CAH-ET) (Articles)

Kpinna Tiekoura Coulibaly, Abdoul Maïga, Kamagaté Beman Hamidja, Diaby Moustapha

Open Journal of Applied Sciences Vol.14 No.12, December 11, 2024

DOI: 10.4236/ojapps.2024.1412229 113 Downloads 577 Views Citations

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