Seshu Tirupathi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 19

Top Topics

Load Forecasting

Top Venues

Publications

Subina Khanal, Seshu Tirupathi, Giulio Zizzo, Ambrish Rawat, Torben Bach Pedersen
Domain Adaptation for Time series Transformers using One-step fine-tuning. CoRR (2024)
Simone Magnani, Seshu Tirupathi, Roberto Doriguzzi Corin, Liubov Nedoshivina, Stefano Braghin, Domenico Siracusa
Online Learning and Model Pruning Against Concept Drifts in Edge Devices. NetSoft (2024)
Merim Dzaferagic, Marco Ruffini, Nina Slamnik-Krijestorac, Joao F. Santos, Johann Márquez-Barja, Christos Tranoris, Spyros G. Denazis, Thomas Kyriakakis, Panagiotis Karafotis, Luiz A. DaSilva, Shashi Raj Pandey, Junya Shiraishi, Petar Popovski, Søren Kejser Jensen, Christian Thomsen, Torben Bach Pedersen, Holger Claussen, Jinfeng Du, Gil Zussman, Tingjun Chen, Yiran Chen, Seshu Tirupathi, Ivan Seskar, Daniel C. Kilper
Decentralized Multi-Party Multi-Network AI for Global Deployment of 6G Wireless Systems. CoRR (2024)
Adam Przybylek, Aleksandra Karpus, Allel Hadjali, Anton Dignös, Carmem S. Hara, Danae Pla Karidi, Ester Zumpano, Fabio Persia, Genoveva Vargas-Solar, George Papastefanatos, Giancarlo Sperlì, Giorgos Giannopoulos, Ivan Lukovic, Julien Aligon, Manolis Terrovitis, Marek Grzegorowski, Mariella Bonomo, Mirian Halfeld Ferrari Alves, Nicolas Labroche, Paul Monsarrat, Richard Chbeir, Sana Sellami, Seshu Tirupathi, Simona E. Rombo, Slavica Kordic, Sonja Ristic, Tommaso Di Noia, Torben Bach Pedersen, Vincenzo Moscato
Databases and Information Systems: Contributions from ADBIS 2023 Workshops and Doctoral Consortium. ADBIS (Short Papers) (2023)
Bijay Neupane, Laurynas Siksnys, Torben Bach Pedersen, Rikke Hagensby Jensen, Muhammad Aftab, Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Seshu Tirupathi, Gregor Cerne, Saso Brus, Ioannis Papageorgiou, Gerhard Meindl, Pierre Roduit
GOFLEX: extracting, aggregating and trading flexibility based on FlexOffers for 500+ prosumers in 3 European cities [operational systems paper]. e-Energy (2022)
Seshu Tirupathi, Dhaval Salwala, Giulio Zizzo, Ambrish Rawat, Mark Purcell, Søren Kejser Jensen, Christian Thomsen, Nguyen Ho, Carlos E. Muñiz-Cuza, Jonas Brusokas, Torben Bach Pedersen, Giorgos Alexiou, Giorgos Giannopoulos, Panagiotis Gidarakos, Alexandros Kalimeris, Stavros Maroulis, George Papastefanatos, Ioannis Psarros, Vassilis Stamatopoulos, Manolis Terrovitis
Machine Learning Platform for Extreme Scale Computing on Compressed IoT Data. Big Data (2022)
Dhaval Salwala, Seshu Tirupathi, Brian Quanz, Wesley M. Gifford, Stuart Siegel, Vijay Ekambaram, Arindam Jati
Distributed Incremental Machine Learning for Big Time Series Data. Big Data (2022)
Shivani Tomar, Seshu Tirupathi, Dhaval Vinodbhai Salwala, Ivana Dusparic, Elizabeth Daly
Prequential Model Selection for Time Series Forecasting based on Saliency Maps. Big Data (2022)
Alessandro Incremona, Giuseppe De Nicolao, Francesco Fusco, Bradley J. Eck, Seshu Tirupathi
Aggregation of nonlinearly enhanced experts with application to electricity load forecasting. Appl. Soft Comput. 112 (2021)
Francesco Fusco, Bradley Eck, Robert Gormally, Mark Purcell, Seshu Tirupathi
Knowledge- and Data-driven Services for Energy Systems using Graph Neural Networks. CoRR (2021)
Jonathan P. Epperlein, Mykhaylo Zayats, Seshu Tirupathi, Sergiy Zhuk, Tigran T. Tchrakian, Pol Mac Aonghusa, Donal F. O'Shea, Niall P. Hardy, Jeffrey Dalli, Ronan A. Cahill
Practical Perfusion Quantification in Multispectral Endoscopic Video: Using the Minutes after ICG Administration to Assess Tissue Pathology. AMIA (2021)
Sergiy Zhuk, Jonathan P. Epperlein, Rahul Nair, Seshu Tirupathi, Pol Mac Aonghusa, Ronan Cahill, Donal O'Shea
Perfusion Quantification from Endoscopic Videos: Learning to Read Tumor Signatures. CoRR (2020)
Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Seshu Tirupathi
Scalable Deployment of AI Time-series Models for IoT. CoRR (2020)
Francesco Fusco, Bradley Eck, Robert Gormally, Mark Purcell, Seshu Tirupathi
Knowledge- and Data-driven Services for Energy Systems using Graph Neural Networks. IEEE BigData (2020)
Sergiy Zhuk, Jonathan P. Epperlein, Rahul Nair, Seshu Tirupathi, Pól Mac Aonghusa, Donal O'Shea, Ronan Cahill
Perfusion Quantification from Endoscopic Videos: Learning to Read Tumor Signatures. MICCAI (3) (2020)
Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Seshu Tirupathi
AI Modelling and Time-series Forecasting Systems for Trading Energy Flexibility in Distribution Grids. e-Energy (2019)
Bei Chen, Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Mathieu Sinn, Seshu Tirupathi
Castor: Contextual IoT Time Series Data and Model Management at Scale. ICDM Workshops (2018)
Francesco Fusco, Seshu Tirupathi, Robert Gormally
Power Systems Data Fusion based on Belief Propagation. CoRR (2017)
Francesco Fusco, Seshu Tirupathi, Robert Gormally
Power systems data fusion based on belief propagation. ISGT Europe (2017)