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This paper presents an innovative idea of applying a hybrid ensemble technique i.e. ensemble of ensemble methods for improving the predictive performance of Artificial intelligence based system for screening of cervical cancer by characterization and classification of Pap smear images.Papanicolaou smear (also referred to as Pap smear) is a microscopic examination of samples of human cells scraped...
In recent years, Artificial intelligence based algorithms are being widely used as prediction models in different domains. However, the suitability and performance of a particular technique depends on the essence of the prediction problem at hand. In this paper we perform a comparison of prediction performance of two widely used AI techniques namely Adaptive Neuro-fuzzy inference system (ANFIS) and...
Artificial Intelligence (AI) is now a days gaining immense importance and is becoming a key technology in many fields ranging from banking industry, to travel industry, to communication industry, and to robotic industry. The use of AI in medical diagnosis too is becoming increasingly popular and has been widely used in the diagnosis of tumors, cancers, hepatitis, lung diseases, etc. Numerous algorithms...
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