Analytics Insight

10 Must-Know Machine Learning Algorithms for Data Science in 2026

Machine learning algorithms help computers analyse large datasets and make accurate predictions automatically.Classic models ...
IEEE

An Efficient Speculative Federated Tree Learning System With a Lightweight NN-Based Predictor

Abstract: Federated tree-based models are popular in many real-world applications owing to their high accuracy and good interpretability. However, the classical synchronous method causes inefficient ...
Scientific Research Publishing

Boosting Algorithm: An Ensemble Learning Tool for Land Use Land Cover Classification Using Google Alpha Earth Foundations Satellite Embeddings ()

Accurate land use/land cover (LULC) classification remains a persistent challenge in rapidly urbanising regions especially, in the Global South, where cloud cover, seasonal variability, and limited ...
IEEE

Research on Automatic Mapping Technology of Substation Monitoring System Based on Decision Tree Algorithm

Abstract: Aiming at the status quo of substation monitoring system with large number of graphics, high cost of drawing labor, and difficulty of manual adjustment after drawing, this paper proposes a ...