3 papers
q-bio.NC2022
Reversing Food Craving Preference Through Multisensory Exposure
Avishek Chatterjee, satyaki Mazumder, Koel Das
Experiencing food craving is nearly ubiquitous and has several negative pathological impacts, but effective intervention strategies to control or reverse craving remain limited. Fo…
stat.ML2021
Functional Classwise Principal Component Analysis: A Novel Classification Framework
Avishek Chatterjee, Satyaki Mazumder, Koel Das
In recent times, functional data analysis (FDA) has been successfully applied in the field of high dimensional data classification. In this paper, we present a novel classification…
stat.ME2015
On existence of a change in mean of functional data
Buddhananda Banerjee, Satyaki Mazumder
Functional data often arise as sequential temporal observations over a continuous state-space. A set of functional data with a possible change in its structure may lead to a wrong…