Real-time predictions are always important for accurate and systematic thinking in planning future processes. The failure in the availability of current machine learning approaches is a …
SA Fayaz, S Kaul, M Zaman, MA Butt - Revue d'Intelligence …, 2022 - academia.edu
Accepted: 4 April 2022 While analyzing the data, it is crucial to choose the model that best matches the circumstance. Many experts in the field of classification and regression have …
E Díaz de León-Hicks, SE Conant-Pablos… - Applied Sciences, 2023 - mdpi.com
In the algorithm selection problem, where the task is to identify the most suitable solving technique for a particular situation, most methods used as performance mapping …
IR Banday, M Zaman, SMK Quadri… - Revue d' …, 2022 - search.ebscohost.com
The way people learn has radically changed as a result of information technology. As an informal method of learning, fragmented learning has become a popular way to learn new …
I Altaf, MA Butt, M Zaman - Rev Comput Eng Res, 2022 - academia.edu
Artificial Intelligence (AI) is rapidly transforming our world. With time it has spread into many business areas [1-3] and is originating in medical field too with the increase in the …
SA Fayaz, M Zaman, S Kaul, MA Butt - Revue d'Intelligence …, 2022 - academia.edu
Accepted: 4 June 2022 When using machine learning to predict a class with a continuous numeric value, there are several issues. Only a few machine-learning approaches are …
S Gil-Rojas, M Suárez, P Martínez-Blanco, AM Torres… - Metabolites, 2024 - mdpi.com
Metabolic dysfunction-associated steatotic liver disease (MASLD) currently represents the predominant cause of chronic liver disease and is closely linked to a significant increase in …
SA Fayaz, M Zaman, MA Butt - Communication and Intelligent Systems …, 2022 - Springer
The main purpose of the current study is to use three traditional and ensemble machine learning approaches namely Decision tree (DT), Distributed Decision tree (DDT) and …
There is an enormous amount of data present in many different formats, including databases (MsSql, MySQL, etc.), data repositories (. txt, html, pdf, etc.), and MongoDB (NoSQL, etc.) …