Crop type classification with hyperspectral images using deep learning: a transfer learning approach

U Patel, M Pathan, P Kathiria, V Patel - Modeling Earth Systems and …, 2023 - Springer
Crop classification plays a vital role in felicitating agriculture statistics to the state and
national government in decision-making. In recent years, due to advancements in remote …

Scalable linear shallow autoencoder for collaborative filtering

V Vančura, R Alves, P Kasalický, P Kordík - Proceedings of the 16th ACM …, 2022 - dl.acm.org
Recently, the RS research community has witnessed a surge in popularity for shallow
autoencoder-based CF methods. Due to its straightforward implementation and high …

Document classification using deep neural network with different word embedding techniques

P Kathiria, U Patel, N Kansara - International Journal of …, 2022 - inderscienceonline.com
Document classification has played a major role in many fields like information retrieval,
data mining, etc. where machine learning and deep learning models can be applied. But …

Scalable and Explainable Linear Shallow Autoencoders for Collaborative Filtering from Industrial Perspective

V Vančura - Proceedings of the 31st ACM Conference on User …, 2023 - dl.acm.org
The popularity of linear shallow autoencoders for collaborative filtering is growing in the
research community, and internet industry providers of Recommender Systems are also …