no code implementations • 22 Sep 2023 • Suraj Kumar, Soumi Chattopadhyay
In this paper, we introduce a real-time QoS prediction framework (called ARRQP) with a specific emphasis on improving resilience to anomalies in the data.
no code implementations • 21 Sep 2023 • Utsav Kumar Nareti, Chandranath Adak, Soumi Chattopadhyay
In the film industry, movie posters have been an essential part of advertising and marketing for many decades, and continue to play a vital role even today in the form of digital posters through online, social media and OTT platforms.
no code implementations • 30 Mar 2023 • Suraj Kumar, Soumi Chattopadhyay, Chandranath Adak
Even though some recent recurrent neural-network-based architectures can model temporal relationships among QoS data, prediction accuracy degrades due to the absence of other features (e. g., collaborative features) to comprehend the relationship among the user-service interactions.
no code implementations • 3 Jan 2023 • Chandranath Adak, Tejas Karkera, Soumi Chattopadhyay, Muhammad Saqib
Diabetic Retinopathy (DR) is considered one of the primary concerns due to its effect on vision loss among most people with diabetes globally.
no code implementations • 19 Jul 2022 • Chandranath Adak, Soumi Chattopadhyay, Muhammad Saqib
In the past, the researchers worked on analyzing language feedback, but here we do not take any assistance from linguistic reviews that may be absent, since a recent trend can be observed where customers prefer to quickly upload the visual feedback instead of typing language feedback.
no code implementations • 12 Mar 2021 • Soumi Chattopadhyay, Chandranath Adak, Ranjana Roy Chowdhury
One of the primary objectives of designing a QoS prediction algorithm is to achieve satisfactory prediction accuracy.
no code implementations • 13 Jan 2020 • Ranjana Roy Chowdhury, Soumi Chattopadhyay, Chandranath Adak
On the one hand, the hybrid filtering method aims to obtain a set of similar users and services, given a target user and a service.
no code implementations • 19 Sep 2018 • Soumi Chattopadhyay, Ansuman Banerjee
Here, we present a service composition framework that uses semantic information of a web service to generate different clusters, where the services are semantically related within a cluster.
no code implementations • 7 Sep 2018 • Soumi Chattopadhyay, Ansuman Banerjee
With an increasing number of web services, providing an end-to-end Quality of Service (QoS) guarantee in responding to user queries is becoming an important concern.