Effective LSTM Neural Network with Adam Optimizer for Improving Frost Prediction in Agriculture Data Stream

M Arya, G Hanumat Sastry - … on Modelling and Development of Intelligent …, 2022 - Springer
A country's economic progress would be impossible without the agriculture sector. The
primary source of income for most countries is agricultural products and related enterprises …

Deep learning for satellite-based data analysis

T Priyanka, M Singh, A Kumar - Meta-heuristic Optimization …, 2022 - degruyter.com
The application of a neural network is not new in data analysis. However, the availability and
cost of the modern hardware have prompted to configure the network with more count of …

Paddy rice mapping in Red River Delta, Vietnam, using Sentinel 1/2 data and machine learning algorithms

TX Ngo, NB Bui, HDT Phan, HM Ha… - Journal of Spatial …, 2024 - Taylor & Francis
This study focuses on building a paddy rice map for the Red River Delta region (Vietnam)
during the spring crop of 2019. Experiments were conducted with traditional machine …

Realtime Bushfire Detection with Spatial-based Complex Event Processing

TT Nguyen, TT Nguyen, TC Phan… - 2021 15th …, 2021 - ieeexplore.ieee.org
Bushfire is the primary destructive force that may cause damage to a large region, a country,
or even the Earth. However, as bushfires spread too fast, they are often identified when they …

A Benchmarking Evaluation of Graph Neural Networks on Traffic Speed Prediction

KND Quach, C Yang, VH Vu, TT Nguyen… - … on Advanced Data …, 2022 - Springer
Traffic speed prediction is the task of forecasting the average moving speed on certain roads
and highways. Since transportation is an essential part of our daily life, traffic prediction …

Derin öğrenme yaklaşımı ile fındık meyvesinin sınıflandırılması

E Güneş - 2022 - search.proquest.com
Bilgi teknolojileri alanında yaşanan gelişmeler sayesinde insan hayatına etki eden yeni
teknolojilerin ortaya çıkışı da hızlanmıştır. Özellikle son 10 yılda çok hızlı bir gelişme ve …

A unified framework for water surface extraction and change prediction in imagery data streams

TT Nguyen, TT Nguyen, CT Phan… - Journal of Computer …, 2022 - vjs.ac.vn
Abstract Changes in surface water might result in natural disasters such as floods, water
shortages, landslides, waterborne diseases, which lead to loss of lives. Timely extracting for …

[PDF][PDF] Techniques for identification, mapping and analysis of grasslands. Case study: Arad county

M SIMON, L COPĂCEAN… - Present Environment & …, 2022 - academia.edu
The development, in recent decades, of specific GIS and remote sensing techniques,
facilitates the spatial analysis of the pastoral space and provides access to a huge volume of …

The Green Revolution from Space: A Survey of Satellite-Based Agricultural Monitoring Systems

D Ghosh, J Swarnkar, G Gupta… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The utilization of satellite technology has brought forth a new era of possibilities in the field
of agriculture, facilitating data-driven decisions that cater to the global need for improved …

Are rumors always false?: Understanding rumors across domains, queries, and ratings

XTD Chau, TT Nguyen, J Jo, QVH Nguyen - International Conference on …, 2022 - Springer
Rumors are increasingly becoming a critical issue on the Web threatening democracy,
economics, and society on a global scale. With the advance of social media networks …