47 citations · 96 across the 10 of their papers we have counts for
4 papers · 1 filter
Sparse Transformer with Local and Seasonal Adaptation for Multivariate Time Series Forecasting
Yifan Zhang, Rui Wu, Sergiu M. Dascalu +1
Transformers have achieved remarkable performance in multivariate time series(MTS) forecasting due to their capability to capture long-term dependencies. However, the canonical att…
A Schedule of Duties in the Cloud Space Using a Modified Salp Swarm Algorithm
Hossein Jamali, Ponkoj Chandra Shill, David Feil-Seifer +2
Cloud computing is a concept introduced in the information technology era, with the main components being the grid, distributed, and valuable computing. The cloud is being develope…
WIP: Development of a Student-Centered Personalized Learning Framework to Advance Undergraduate Robotics Education
Ponkoj Chandra Shill, Rui Wu, Hossein Jamali +4
This paper presents a work-in-progress on a learn-ing system that will provide robotics students with a personalized learning environment. This addresses both the scarcity of skill…
Multi-scale Transformer Pyramid Networks for Multivariate Time Series Forecasting
Yifan Zhang, Rui Wu, Sergiu M. Dascalu +1
Multivariate Time Series (MTS) forecasting involves modeling temporal dependencies within historical records. Transformers have demonstrated remarkable performance in MTS forecasti…