Journal of Artificial Intelligence Research & Advances
Volume 9, Issue 3 (2022)
Published
Table of contents
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Hypertuning in Random Forest Model
Abstract: Regarding the part of the monetary climate and the entirety of data made each second, the conclusionmaking handle is switching and obtaining to be data-driven, particularly controlling the trade procedures set up in organizing to keep the competitive benefit. Be that because it may, without innovation, data examination would not be feasible, the cause why machine learning is seen as a trouble for advancement trades, particularly due to its ability …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 9, Issue 3, 2022 · pp. 1–11 Read article
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Analysis of Machine Learning Algorithms for the Detection of Mental Health Problems in Employees
Abstract: Mental health-related issues are more critical issues in the workplace. Mental health has been a major and challenging issue, especially for working professionals. A bad work environment can cause a variety of physical and physiological problems as well as decreased productivity. People are reluctant to ask for help from mental health specialists, according to studies. The fundamental reason for this is the stigma attached to mental illness. Working professionals therefore …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 9, Issue 3, 2022 · pp. 12–24 Read article
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Journey from Turing Machine to Machine Learning
Abstract: This study reviews the journey from Turing machine to machine learning. When Turing said, "What we want is a machine that can learn from experience", and that "the prospect of letting the machine rewrite its own instructions provides the means for this", the idea of artificial intelligence was first proposed, it was in the 1940s. “This article reviews common-sense definitions of machine intelligence; motivates the research in artificial intelligence and …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 9, Issue 3, 2022 · pp. 25–37 Read article
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Heart Disease Prediction Using ANN Based Ensemble Framework (ANNEF) Approach
Abstract: The heart is the most important organ in the human body. One of the deadliest illnesses, heart disease is to blame for countless deaths worldwide. Because of the formation of fatty plaques in arteries, the heart fails to supply enough blood to other body areas to carry out its usual functions in heart disease (atherosclerosis). Age, a sedentary lifestyle, a family history of heart disease, stress, and other factors are …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 9, Issue 3, 2022 · pp. 38–45 Read article
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Scope of Artificial Intelligence (AI) in the Pharmaceutical Field
Abstract: Man-made consciousness may incredibly expand the effectiveness of the current economy. Nevertheless, it could have a lot greater impact by filling in as another generally valuable "methodology for development" that can reshape the possibility of the improvement in collaboration and the relationship of research and development. We perceive between computerization arranged applications like mechanical innovation and the potential for later progressions in "significant learning" to fill in as a comprehensively …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 9, Issue 3, 2022 · pp. 46–59 Read article