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Zheng Liu

affiliation not provided to SSRN

SCHOLARLY PAPERS

5

DOWNLOADS

342

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

An Adaptive Federated Learning System for Community Building Energy Load Forecasting and Anomaly Prediction

Number of pages: 17 Posted: 07 Apr 2023
Rui Wang and Zheng Liu
affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 122 (592,433)

Abstract:

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Energy Load Forecasting, Deep Learning, Federated Learning, Anomaly Prediction

2.

Trajbert - Dssm: Deep Bidirectional Transformers for Vessel Trajectory Understanding and Destination Prediction

Number of pages: 20 Posted: 09 Jun 2023
Chengkai Zhang and Zheng Liu
University of British Columbia Okanagan and affiliation not provided to SSRN
Downloads 85 (771,553)

Abstract:

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General vessel destination prediction, Automatic Identification System (AIS), Deep Semantic Similarity Model (DSSM), BERT

3.

Latent Mutation Feature Learning Via an Evolutionary Compensation-Based Neural Network for Microgrid Fault Diagnosis

Number of pages: 12 Posted: 02 May 2023
Chongqing University, Chongqing University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 60 (961,006)

Abstract:

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Microgrid fault diagnosis, Latent mutation feature learning, Evolutionary computing, Neural Networks

4.

Multi-Task Deep Learning for Large-Scale Buildings Energy Management

Number of pages: 21 Posted: 21 Oct 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of British Columbia (UBC) - Department of Mechanical Engineering
Downloads 55 (1,010,164)

Abstract:

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Multitask learningBuilding energy managementDeep learningAnomaly detectionAnomaly prediction

5.

A Fusion-based Unsupervised Event Data Denoising Method for Asphalt Pavement

Number of pages: 50 Posted: 20 Mar 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Southeast University and affiliation not provided to SSRN
Downloads 20 (1,481,165)

Abstract:

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Event cameras, Unsupervised denoising, Asphalt pavement, Gaussian mixture model, Spatiotemporal feature aggregation