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Ensemble Machine Learning of Gradient Boosting (XGBoost, LightGBM, CatBoost) and Attention-Based CNN-LSTM for Harmful Algal Blooms Forecasting
Research article (Toxins, 2023) · cited 127× · AI/ML
Ensemble Machine Learning of Gradient Boosting (XGBoost, LightGBM, CatBoost) and Attention-Based CNN-LSTM for Harmful Algal Blooms Forecasting
Summary
Ensemble Machine Learning of Gradient Boosting (XGBoost, LightGBM, CatBoost) and Attention-Based CNN-LSTM for Harmful Algal Blooms Forecasting is a scholarly article[1].
Key Facts
Ensemble Machine Learning of Gradient Boosting (XGBoost, LightGBM, CatBoost) and Attention-Based CNN-LSTM for Harmful Algal Blooms Forecasting's instance of is recorded as scholarly article[2].
References
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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). Ensemble Machine Learning of Gradient Boosting (XGBoost, LightGBM, CatBoost) and Attention-Based CNN-LSTM for Harmful Algal Blooms Forecasting. Retrieved May 24, 2026, from https://4ort.xyz/entity/ensemble-machine-learning-of-gradient-boosting-xgboost-lightgbm-catboost-and-attention-based-cnn-lstm-for-harmful-algal-
MLA“Ensemble Machine Learning of Gradient Boosting (XGBoost, LightGBM, CatBoost) and Attention-Based CNN-LSTM for Harmful Algal Blooms Forecasting.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/ensemble-machine-learning-of-gradient-boosting-xgboost-lightgbm-catboost-and-attention-based-cnn-lstm-for-harmful-algal-.
BibTeX@misc{4ortxyz_ensemble-machine-learning-of-gradient-boosting-xgboost-lightgbm-catboost-and-attention-based-cnn-lstm-for-harmful-algal-_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Ensemble Machine Learning of Gradient Boosting (XGBoost, LightGBM, CatBoost) and Attention-Based CNN-LSTM for Harmful Algal Blooms Forecasting}}, year = {2026}, url = {https://4ort.xyz/entity/ensemble-machine-learning-of-gradient-boosting-xgboost-lightgbm-catboost-and-attention-based-cnn-lstm-for-harmful-algal-}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Ensemble Machine Learning of Gradient Boosting (XGBoost, LightGBM, CatBoost) and Attention-Based CNN-LSTM for Harmful Algal Blooms Forecasting — https://4ort.xyz/entity/ensemble-machine-learning-of-gradient-boosting-xgboost-lightgbm-catboost-and-attention-based-cnn-lstm-for-harmful-algal- (retrieved 2026-05-24)
