Research graph
References from The Role of Machine Learning in Advancing Intelligent Conversational Systems. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
2020 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
External reference
Unresolved reference
2024 · External reference
Predicting the use of chatbot systems in education: a comparative approach using PLS‐SEM and machine learning algorithms
2024 · External reference
Medical ChatBot assistance for primary clinical guidance using machine learning techniques
2024 · External reference
Conversational AI Revolution: A Comparative Review of Machine Learning Algorithms in Chatbot Evolution
2025 · External reference
Implementation of a web‐based chatbot using machine learning for question and answer services in universities
2024 · External reference
Unresolved reference
2023 · External reference
A comparative study of retrieval‐based and generative‐based chatbots using deep learning and machine learning
2023 · External reference
Unresolved reference
2022 · External reference
Unresolved reference
2021 · External reference
Root mean square error (RMSE) or mean absolute error (MAE)?–Arguments against avoiding RMSE in the literature
2014 · External reference
Root mean square error (RMSE) or mean absolute error (MAE): When to use them or not
2022 · External reference
The coefficient of determination R‐squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation
2021 · External reference
Unresolved reference
2023 · External reference
Conversational AI: A Survey
2024 · External reference
AI‐based conversational agents: a scoping review from technologies to future directions
2022 · External reference
Unresolved reference
External reference
An unsupervised machine learning algorithms: Comprehensive review
2023 · External reference
Unresolved reference
2022 · External reference
Semi‐supervised and unsupervised deep visual learning: A survey
2022 · External reference
Unresolved reference
External reference
A review on evaluation metrics for data classification evaluations
2015 · External reference
PerMetrics: A framework of performance metrics for machine learning models
2024 · External reference
Evaluating the quality of machine learning explanations: A survey on methods and metrics
2021 · External reference
A unified approach for conventional zero‐shot, generalized zero‐shot, and few‐shot learning
2018 · External reference
Zero‐shot and few‐shot learning with knowledge graphs: A comprehensive survey
2023 · External reference
Unresolved reference
2025 · External reference