112 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Maersk (Denmark)DK3 papers
- New York University Abu DhabiAE3 papers
- Indian Institute of Technology BombayIN2 papers
- University of MumbaiIN2 papers
- University of Southern DenmarkDK2 papers
- Astronomical Institute of the Slovak Academy of SciencesSK1 paper
- Astronomical Observatory of RomeIT1 paper
- Brera Astronomical ObservatoryIT1 paper
- Butler UniversityUS1 paper
- Canada–France–Hawaii TelescopeUS1 paper
- Carnegie Mellon UniversityUS1 paper
- Durham UniversityGB1 paper
12 papers
Infrared Synchrotron Emission in the Soft State of GX 339-4 and the Mid-Infrared/X-ray Luminosity Plane of Black Hole X-ray Binaries
P. Gandhi, D. M. Russell, M. C. Baglio +33
Progress in understanding the growth of accreting black holes remains hampered by a lack of sensitive coordinated multiwavelength observations. In particular, the mid-infrared (MIR…
MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption
Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia +2
The integration of fully homomorphic encryption (FHE) in federated learning (FL) has led to significant advances in data privacy. However, during the aggregation phase, it often re…
Enhancing the conformal predictability of context-aware recommendation systems by using Deep Autoencoders
Saloua Zammali, Siddhant Dutta, Sadok Ben Yahia
In the field of Recommender Systems (RS), neural collaborative filtering represents a significant milestone by combining matrix factorization and deep neural networks to achieve pr…
A Multimodal Framework for Deepfake Detection
Kashish Gandhi, Prutha Kulkarni, Taran Shah +3
The rapid advancement of deepfake technology poses a significant threat to digital media integrity. Deepfakes, synthetic media created using AI, can convincingly alter videos and a…
QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction
Siddhant Dutta, Nouhaila Innan, Alberto Marchisio +2
Financial market prediction and optimal trading strategy development remain challenging due to market complexity and volatility. Our research in quantum finance and reinforcement l…
Predicting Solar Energy Generation with Machine Learning based on AQI and Weather Features
Arjun Shah, Varun Viswanath, Kashish Gandhi +1
This paper addresses the pressing need for an accurate solar energy prediction model, which is crucial for efficient grid integration. We explore the influence of the Air Quality I…
Financial Fraud Detection using Quantum Graph Neural Networks
Nouhaila Innan, Abhishek Sawaika, Ashim Dhor +7
Financial fraud detection is essential for preventing significant financial losses and maintaining the reputation of financial institutions. However, conventional methods of detect…
A Big Data Architecture for Log Data Storage and Analysis
Swapneel Mehta, Prasanth Kothuri, Daniel Lanza Garcia
We propose an architecture for analysing database connection logs across different instances of databases within an intranet comprising over 10,000 users and associated devices. Ou…
Auto-Grading for 3D Modeling Assignments in MOOCs
Swapneel Mehta, Chirag Raman, Nitin Ayer +1
Bottlenecks such as the latency in correcting assignments and providing a grade for Massive Open Online Courses (MOOCs) could impact the levels of interest among learners. In this…
Towards Deep Learning in Hindi NER: An approach to tackle the Labelled Data Scarcity
Vinayak Athavale, Shreenivas Bharadwaj, Monik Pamecha +2
In this paper we describe an end to end Neural Model for Named Entity Recognition NER) which is based on Bi-Directional RNN-LSTM. Almost all NER systems for Hindi use Language Spec…
Enhancing the security of caesar cipher substitution method using a randomized approach for more secure communication
Atish Jain, Ronak Dedhia, Abhijit Patil
Caesar cipher is an ancient, elementary method of encrypting plain text message to protect it from adversaries. However, with the advent of powerful computers there is a need for i…
Social Network for Smart Devices using Embedded Ethernet
Ketul Sheth, Shreya Shah, Darshan Shah +1
Embedded Ethernet is nothing but a microcontroller which is able to communicate with the network. A design of AVR controller-based embedded Ethernet interface is presented. In the…