Amit Karamchandani

According to our database, Amit Karamchandani authored at least 14 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

On the Applicability of Network Digital Twins in Generating Synthetic Data for Heavy Hitter Discrimination.

Amit Karamchandani, Javier Nuñez, Luis De La Cal, Yenny Moreno, Alberto Mozo, Antonio Pastor

IEEE Commun. Mag., October, 2025

A survey on graph neural networks, machine learning and deep learning techniques for time series applications in industry.

Muhammad Jamal Ahmed, Alberto Mozo, Amit Karamchandani

PeerJ Comput. Sci., 2025

2024

A methodological framework for optimizing the energy consumption of deep neural networks: a case study of a cyber threat detector.

Amit Karamchandani, Alberto Mozo, Sandra Gómez Canaval, Antonio Pastor

Neural Comput. Appl., 2024

Deep learning methods for multi-horizon long-term forecasting of Harmful Algal Blooms.

Silvia Martín-Suazo, Jesús Morón-López, Stanislav Vakaruk, Amit Karamchandani, Juan Antonio Pascual Aguilar, Alberto Mozo, Sandra Gómez Canaval, Meritxell Vinyals, Juan Manuel Ortiz

Knowl. Based Syst., 2024

Design of an AI-driven Network Digital Twin for advanced 5G-6G network management.

Amit Karamchandani, Mario Sanz Rodrigo, Ángela Burgaleta, Luis De La Cal, Alberto Mozo, José Ignacio Moreno, Antonio Pastor, Diego R. López

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Framework for the development of a Network Digital Twin.

Ángela Burgaleta, Ignacio Dominguez Martinez-Casanueva, Amit Karamchandani, Diego R. López, Antonio Pastor

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

2023

Using N-BEATS ensembles to predict automated guided vehicle deviation.

Amit Karamchandani, Alberto Mozo, Stanislav Vakaruk, Sandra Gómez Canaval, Jesús Enrique Sierra-García, Antonio Pastor

Appl. Intell., November, 2023

Transformers for Multi-Horizon Forecasting in an Industry 4.0 Use Case.

Stanislav Vakaruk, Amit Karamchandani, Jesús Enrique Sierra-García, Alberto Mozo, Sandra Gómez Canaval, Antonio Pastor

Sensors, April, 2023

A lower approximation based integrated decision analysis framework for a blockchain-based supply chain.

Amit Karamchandani, Samir K. Srivastava, Abha, Akhil Srivastava

Comput. Ind. Eng., March, 2023

ACROSS: Automated zero-touch cross-layer provisioning framework for 5G and beyond vertical services.

Dimitris Giannopoulos, George P. Katsikas, Kostis Trantzas, Dimitrios Klonidis, Christos Tranoris, Spyros G. Denazis, Lluis Gifre, Ricard Vilalta, Pol Alemany, Raul Muñoz, Anne-Marie Bosneag, Alberto Mozo, Amit Karamchandani, Luis De La Cal, Diego R. López, Antonio Pastor, Ángela Burgaleta

Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

2022

B5GEMINI: AI-Driven Network Digital Twin.

Alberto Mozo, Amit Karamchandani, Sandra Gómez Canaval, Mario Sanz Rodrigo, José Ignacio Moreno, Antonio Pastor

Sensors, 2022

B5GEMINI: Digital Twin Network for 5G and Beyond.

Alberto Mozo, Amit Karamchandani, Mario Sanz Rodrigo, José Ignacio Moreno, Antonio Pastor

Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

2021

Analysing perceived role of blockchain technology in SCM context for the manufacturing industry.

Amit Karamchandani, Samir K. Srivastava, Sushil Kumar, Akhil Srivastava

Int. J. Prod. Res., 2021

2020

Perception-based model for analyzing the impact of enterprise blockchain adoption on SCM in the Indian service industry.

Amit Karamchandani, Samir K. Srivastava, Rajiv K. Srivastava

Int. J. Inf. Manag., 2020