Yanfei Kang

About

Work

Beihang University

China

→

Monash University

Australia

→

Education

Monash University
Australia

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Publications

Discrete forecast reconciliation

Published by

European Journal of Operational Research

Summary

journal-article

Distributed ARIMA models for ultra-long time series

Published by

International Journal of Forecasting

Summary

journal-article

Combining probabilistic forecasts of intermittent demand

Published by

European Journal of Operational Research

Summary

journal-article

Combining probabilistic forecasts of intermittent demand

Published by

European Journal of Operational Research

Summary

journal-article

Forecast combinations: An over 50-year review

Published by

International Journal of Forecasting

Summary

journal-article

Large Language Models: Their Success and Impact

Published by

Forecasting

Summary

journal-article

Large Language Models: Their Success and Impact

Published by

Forecasting

Summary

journal-article

Large Language Models: Their Success and Impact

Published by

Forecasting

Summary

journal-article

Bayesian forecast combination using time-varying features

Published by

International Journal of Forecasting

Summary

journal-article

Bayesian forecast combination using time-varying features

Published by

International Journal of Forecasting

Summary

journal-article

Distributed ARIMA models for ultra-long time series

Published by

International Journal of Forecasting

Summary

journal-article

Optimal reconciliation with immutable forecasts

Published by

European Journal of Operational Research

Summary

journal-article

Optimal reconciliation with immutable forecasts

Published by

European Journal of Operational Research

Summary

journal-article

Improving forecasting by subsampling seasonal time series

Published by

International Journal of Production Research

Summary

journal-article

Improving forecasting by subsampling seasonal time series

Published by

International Journal of Production Research

Summary

journal-article

Discrete forecast reconciliation

Published by

ArXiv

Summary

journal-article

Infinite forecast combinations based on Dirichlet process

Published by

ArXiv

Summary

journal-article

Forecasting Large Collections of Time Series: Feature-Based Methods

Summary

book-chapter

Feature-based intermittent demand forecast combinations: accuracy and inventory implications

Published by

International Journal of Production Research

Summary

journal-article

A hybrid ensemble method with negative correlation learning for regression

Published by

Machine Learning

Summary

journal-article

Forecast combinations: An over 50-year review

Published by

International Journal of Forecasting

Summary

journal-article

The uncertainty estimation of feature-based forecast combinations

Published by

Journal of the Operational Research Society

Summary

journal-article

Feature-based intermittent demand forecast combinations: accuracy and inventory implications

Published by

International Journal of Production Research

Summary

journal-article

Exploring the social influence of the Kaggle virtual community on the M5 competition

Published by

International Journal of Forecasting

Summary

journal-article

Exploring the social influence of the Kaggle virtual community on the M5 competition

Published by

International Journal of Forecasting

Summary

journal-article

Forecast with forecasts: Diversity matters

Published by

European Journal of Operational Research

Summary

journal-article

Forecast with forecasts: Diversity matters

Published by

European Journal of Operational Research

Summary

journal-article

FFORMPP: Feature-based forecast model performance prediction

Published by

International Journal of Forecasting

Summary

journal-article

FFORMPP: Feature-based forecast model performance prediction

Published by

International Journal of Forecasting

Summary

journal-article

The uncertainty estimation of feature-based forecast combinations

Published by

Journal of the Operational Research Society

Summary

journal-article

Forecasting: theory and practice

Published by

International Journal of Forecasting

Summary

journal-article

Forecasting with time series imaging

Published by

Expert Systems with Applications

Summary

journal-article

Forecasting with time series imaging

Published by

Expert Systems with Applications

Summary

journal-article

D\'ej\`a vu: A data-centric forecasting approach through time series cross-similarity

Published by

ArXiv

Summary

journal-article

GRATIS: GeneRAting TIme Series with diverse and controllable characteristics

Published by

ArXiv

Summary

journal-article

GRATIS: GeneRAting TIme Series with diverse and controllable characteristics

Published by

Statistical Analysis and Data Mining

Summary

journal-article

Probabilistic forecasting with temporal convolutional neural network

Published by

Neurocomputing

Summary

journal-article

Probabilistic forecasting with temporal convolutional neural network

Published by

Neurocomputing

Summary

journal-article

Probabilistic forecasting with temporal convolutional neural network

Published by

Neurocomputing

Summary

journal-article

The uncertainty estimation of feature-based forecast combinations

Published by

ArXiv

Summary

journal-article

Forecasting with time series imaging

Published by

ArXiv

Summary

journal-article

Improving forecasting performance using covariate-dependent copula models

Published by

International Journal of Forecasting

Summary

journal-article

Improving forecasting performance using covariate-dependent copula models

Published by

International Journal of Forecasting

Summary

journal-article

Improving forecasting performance using covariate-dependent copula models

Published by

ArXiv

Summary

journal-article

Visualising forecasting algorithm performance using time series instance spaces

Published by

International Journal of Forecasting

Summary

journal-article

Visualising forecasting algorithm performance using time series instance spaces

Published by

International Journal of Forecasting

Summary

journal-article

DETECTION, CLASSIFICATION AND ANALYSIS OF EVENTS IN TURBULENCE TIME SERIES

Published by

Bulletin of the Australian Mathematical Society

Summary

journal-article

Classes of structures in the stable atmospheric boundary layer

Published by

Quarterly Journal of the Royal Meteorological Society

Summary

journal-article

Classes of structures in the stable atmospheric boundary layer

Published by

Quarterly Journal of the Royal Meteorological Society

Summary

journal-article

DETECTION, CLASSIFICATION AND ANALYSIS OF EVENTS IN TURBULENCE TIME SERIES

Published by

Bulletin of the Australian Mathematical Society

Summary

journal-article

Detecting and Classifying Events in Noisy Time Series

Published by

Journal of the Atmospheric Sciences

Summary

journal-article

A note on the relationship between turbulent coherent structures and phase correlation

Published by

Chaos

Summary

journal-article

A note on the relationship between turbulent coherent structures and phase correlation

Published by

Chaos

Summary

journal-article

Detecting and classifying events in noisy time series

Published by

Journal of the Atmospheric Sciences

Summary

journal-article

How to extract meaningful shapes from noisy time-series subsequences?

Published by

Proceedings of the 2013 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013

Summary

conference-paper

How to Extract Meaningful Shapes from Noisy Time-Series Subsequences?

Published by

IEEE Symposium on Computational Intelligence and Data Mining (CIDM)

Summary

conference-paper

Real-time change detection in time series based on growing feature quantization

Published by

Proceedings of the International Joint Conference on Neural Networks

Summary

conference-paper

Real-time change detection in time series based on Growing Feature Quantization

Published by

International Joint Conference on Neural Networks (IJCNN)

Summary

conference-paper