Coronary heart disease (CHD) is one of the severe health issues and is one of the most
common types of heart diseases. It is the most frequent cause of mortality across the globe …

Diabetes is a lifestyle-driven disease which has become a critical health issue worldwide. In
this paper, we conduct an exploratory study about early detection method of diabetes …

Classification algorithms are widely taken into account for clinical decision support systems.
However, it is not always straightforward to understand the behavior of such algorithms on a …

Early diagnosis of diabetes mellitus (DM) is critical to prevent its serious complications. An
ensemble of classifiers is an effective way to enhance classification performance, which can …

Facial recognition is one of the most successful applications of image analysis and
understanding. This paper presents a Principal Component Analysis (PCA) and eigenface …

Sentiment analysis can be considered as a classification task in natural language
processing as it harnesses classification algorithm to predict a particular class in a text data …

Lifestyle-driven disease such as diabetes mellitus has become a serious health problem
worldwide. We propose the fusion of neural network-based classifiers, ie, neural network …

Classifier combination through ensemble systems is one of the most effective approaches to
improve the accuracy of classification systems. Ensemble systems are generally used to …

Prediction of undesirable learner's behaviours is an important issue in the distance learning
system as well as the conventional university. This paper is devoted to benchmark ensemble …

Healthcare Organizations have been dealing with rapidly growing Electronic Health
Records (EHRs) and digital images. Maintaining high volumes of medical data leads to …