Optimized environmental prediction in smart buildings using Dynamic Greylag Goose algorithm and deep learning

Appendix: External dataset for additional validation Data description To further strengthen the reliability of the reported performance metrics and to explicitly address concerns related to possible overfitting or data leakage, additional experiments were conducted using an independent public dataset, namely the Smart Manufacturing IoT–Cloud Monitoring Dataset, available on Kaggle (https://www.kaggle.com/datasets/ziya07/smart-manufacturing-iot-cloud-monitoring-dataset). This dataset was designed to…

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120 homes in scenic Somerset village won’t have ‘significant effect’ on environment

36 homes would be ‘affordable’ Daniel Mumby and Local Democracy Reporter 06:05, 29 Mar 2026 Proposed site of 120 homes on Lascot Hill in Wedmore(Image: Local Democracy Reporting Service) A planned development of 120 homes in a scenic Somerset village will not have a “significant effect” on the local environment, Somerset Council has ruled. Cavanna…

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