Browsing by Author "Sheeba Parveen"

Filter results by typing the first few letters
Now showing 1 - 2 of 2
  • Thumbnail Image
    Item
    Explainable Edge AI: A Futuristic Computing Perspective
    (Springer, 2022) Aboul Ella Hassanien ed.; Sheeba Parveen
    Explainable AI (XAI) is a set of methodologies, design concepts, and procedures that assist developers and organizations in adding a layer of transparency to AI algorithms so that their predictions can be justified. AI models, their predicted impact, and any biases may all be described using XAI. Human specialists can grasp the forecasts generated by this technology and have trust in the results. Medical AI applications must be transparent in order for doctors to trust them. Explainable artificial intelligence (XAI) research has lately gotten a lot of attention. XAI is critical for medical AI solutions to be accepted and adopted into practice. Health care workers utilize AI to speed up and enhance a variety of functions, including decision-making, forecasting, risk management, and even diagnosis, by analyzing medical pictures for abnormalities and patterns that are undetected to the naked eye. Many health care practitioners already use AI, but it is frequently difficult to understand, causing irritation among clinicians and patients, especially when making high-stakes decisions. That’s why the health-care business requires explainable AI (XAI). Significant AI recommendations, such as surgical treatments or hospitalizations, require explanation from providers and patients. XAI delivers interpretable explanations in natural language or other simple-to-understand formats, allowing physicians, patients, and other stakeholders to better comprehend the logic behind a suggestion—and, if required, to dispute its validity.
  • Thumbnail Image
    Item
    A Text Book on Agri-lntormatics
    (KALYANI PUBLISHERS, 2023) Faria Fatima; Sheeba Parveen
    The book "A Textbook on Agri-Informatics" is prepared to meet the needs of degree candidates at the nation's agricultural universities. The book is also helpful for CET and JAF test preparation. This book is written in accordance with the suggestions of the Vth Deans Committee for the B.Sc. Hons. (Agriculture), B.Sc. Hons. (Horticulture), and B.Sc. Hons. (Forestry). The contents in the book have been covered in accordance with the ICAR's confirmed syllabus. Wherever appropriate, the material is effectively reinforced by the illustrations. The authors received helpful comments from their separate Heads of Department as they were drafting the book's manuscript.