Improving the accuracy of global forecasting models using time series data augmentation

Global and Local Sensitivity Guided Key Salient Object Re-Augmentation for Video Saliency Detection

(2020) Zheng Wang et al.   PATTERN RECOGNITION

GRATIS: GeneRAting TIme Series with diverse and controllable characteristics

(2020) Yanfei Kang et al.   Statistical Analysis and Data Mining

Probabilistic forecasting with temporal convolutional neural network

(2020) Yitian Chen et al.   NEUROCOMPUTING

Forecasting with time series imaging

(2020) Xixi Li et al.   EXPERT SYSTEMS WITH APPLICATIONS

Diverse training dataset generation based on a multi-objective optimization for semi-Supervised classification

(2020) Zahra Donyavi et al.   PATTERN RECOGNITION

Forecasting across time series databases using recurrent neural networks on groups of similar series: A clustering approach

(2019) Kasun Bandara et al.   EXPERT SYSTEMS WITH APPLICATIONS

A baseline regularization scheme for transfer learning with convolutional neural networks

(2019) Xuhong Li et al.   PATTERN RECOGNITION

Transfer learning-based discriminative correlation filter for visual tracking

(2019) Bo Huang et al.   PATTERN RECOGNITION

Transfer learning with seasonal and trend adjustment for cross-building energy forecasting

(2018) Mauro Ribeiro et al.   ENERGY AND BUILDINGS

A novel transfer learning framework for time series forecasting

(2018) Rui Ye et al.   KNOWLEDGE-BASED SYSTEMS

Multi-label learning based deep transfer neural network for facial attribute classification

(2018) Ni Zhuang et al.   PATTERN RECOGNITION

Automatic Time Series Forecasting: TheforecastPackage forR

(2015) Rob J. Hyndman et al.   Journal of Statistical Software

A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition

(2012) Souhaib Ben Taieb et al.   EXPERT SYSTEMS WITH APPLICATIONS

Generation of ambient temperature hourly time series for some Spanish locations by artificial neural networks

(2012) F. Almonacid et al.   RENEWABLE ENERGY

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power

(2009) Salvador García et al.   INFORMATION SCIENCES

MCMC for Wind Power Simulation

(2008) G. Papaefthymiou et al.   IEEE TRANSACTIONS ON ENERGY CONVERSION