V. Sree Hari Rao and K.V.N.M. Ramesh

J. Innovation Sciences and Sustainable Technologies, 1(1)(2021), 3-19.

Received in final form on November 21, 2020

Abstract : Information Technology (IT) plays a very important role in revolutionizing the legacy way of managing various operations that a financial institution performs and one such area is measurement of various risks to which a financial institution is exposed. The Basel committee for banking supervision provides guidelines for measuring operational risk capital using the Basic Indicator Approach (BIA), Standardised Approach (SA), usually referred to as TSA, Advanced Measurement Approach (AMA) and Stand ... >>More

    Views: 503     Downloads: 160

Macharla Vaibhavi and P. Radha Krishna

J.Innovation Sciences and Sustainable Technologies, 1(1)(2021), 21-37.

Received in final form on January 12, 2021

Abstract : Music classification is used by many companies such as Spotify and Soundcloud either as a recommendation system to their customers or only as a product such as Shazam. Determining the music genre is the first step in this direction. The major challenge in the music genre classification is to extract differentiating features from the audio data that could be fed into the model. Existing works classified the music by extracting hand crafted features (such as Mel-frequency cepstral coefficients, Sp ... >>More

    Views: 404     Downloads: 37

G. Madhu

J. Innovation Sciences and Sustainable Technologies, 1(1)(2021), 39-52.

Received in final form on January 22, 2021

Abstract : Malaria is a serious epidemic infectious disease caused by Plasmodium falciparum. It is a fundamental human malaria parasite that can cause serious illnesses, thus a delay in the precise treatment can lead to major difficulties of severe malaria that includes coma or death. This research develops deep capsule networks along with a modified routing strategy that is fascinating due to their better performance for the classification of blood images when compared with the other deep neural networks ... >>More

    Views: 200     Downloads: 27

V. Sree Hari Rao and K.V.N.M. Ramesh

J. Innovation Sciences and Sustainable Technologies, 1(1)(2021), 53-70.

Received in final form on November 21, 2020

Abstract : Banks face various risks which may be broadly classified as Credit, Market and Operational risks. The Basel committee for banking supervision provides guidelines for measuring operational risk capital using three different approaches namely Basic Indicator Approach (BIA), Standardized Approach (SA), usually referred to as TSA and Advanced Measurement Approach (AMA). Recently the Standardized Measurement Approach (SMA) is introduced to address the pitfalls of BIA and SA approaches and to remove t ... >>More

    Views: 135     Downloads: 4

Mikhail V. Altaisky

J. Innovation Sciences and Sustainable Technologies, 1(1)(2021), 71-78.

Received in final form on December 25, 2020

Abstract : This paper presents a short overview of modern trends in the development of quantum artificial intelligence systems. Having arisen from the attempts to mimic some of the intellectual activities of human brain in artificial devices such systems are now approaching the front end of the big data processing, they have also formed the emerging field of quantum neurocomputing. The basic principles, conceptual problems and first commercial applications of quantum artificial intelligence are considered. ... >>More

    Views: 181     Downloads: 7

Pranav Surampudi and Kartheek Surampudi

J. Innovation Sciences and Sustainable Technologies, 1(1)(2021), 79-89.

Received in final form on January 29, 2021

Abstract : In the ever-changing landscape of web server architectures, there has been very little standardization if any. This has motivated the development of a quasi-standard for this use case with distributed virtual machines for web servers. Later this standard has been modified to fit the map-reduce paradigm to be used in conjunction with web servers. With the advent of containers, they have the standard on how web applications are deployed on servers. Coupling containers with a distributed, container ... >>More

    Views: 219     Downloads: 16