A variable weight combination model for prediction on landslide displacement using AR model, LSTM model, and SVM model: a case study of the Xinming landslide in China

Time series analysis and long short-term memory neural network to predict landslide displacement

(2019) Beibei Yang et al.   Landslides

Prediction on landslide displacement using a new combination model: a case study of Qinglong landslide in China

(2019) Weidong Wang et al.   NATURAL HAZARDS

Deep belief network-based AR model for nonlinear time series forecasting

(2019) Wenquan Xu et al.   APPLIED SOFT COMPUTING

Cuffless blood pressure estimation from electrocardiogram and photoplethysmogram using waveform based ANN-LSTM network

(2019) Md. Sayed Tanveer et al.   Biomedical Signal Processing and Control

A new approach for arrhythmia classification using deep coded features and LSTM networks

(2019) Ozal Yildirim et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Toward efficient energy systems based on natural gas consumption prediction with LSTM Recurrent Neural Networks

(2019) Oussama Laib et al.   ENERGY

Predicting residential energy consumption using CNN-LSTM neural networks

(2019) Tae-Young Kim et al.   ENERGY

Hybrid structures in time series modeling and forecasting: A review

(2019) Zahra Hajirahimi et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Time-series well performance prediction based on Long Short-Term Memory (LSTM) neural network model

(2019) Xuanyi Song et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Impact load identification of nonlinear structures using deep Recurrent Neural Network

(2019) JM Zhou et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An effective gender recognition approach using voice data via deeper LSTM networks

(2019) Fatih Ertam   APPLIED ACOUSTICS

Differential diagnosis of Parkinson and essential tremor with convolutional LSTM networks

(2019) Ayse Betul Oktay et al.   Biomedical Signal Processing and Control

Photovoltaic power forecasting based LSTM-Convolutional Network

(2019) Kejun Wang et al.   ENERGY

Comparative assessment of time series and artificial intelligence models to estimate monthly streamflow: A local and external data analysis approach

(2019) Saeid Mehdizadeh et al.   JOURNAL OF HYDROLOGY

Establishing a time series trend structure model to mine potential hydrological information from hydrometeorological time series data

(2019) Jiping Yao et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Review on landslide susceptibility mapping using support vector machines

(2018) Yu Huang et al.   CATENA

Displacement prediction of Baijiabao landslide based on empirical mode decomposition and long short-term memory neural network in Three Gorges area, China

(2018) Shiluo Xu et al.   COMPUTERS & GEOSCIENCES

Developing a Long Short-Term Memory (LSTM) based model for predicting water table depth in agricultural areas

(2018) Jianfeng Zhang et al.   JOURNAL OF HYDROLOGY

Dual channel LSTM based multi-feature extraction in gait for diagnosis of Neurodegenerative diseases

(2018) Aite Zhao et al.   KNOWLEDGE-BASED SYSTEMS

Constructing prediction intervals for landslide displacement using bootstrapping random vector functional link networks selective ensemble with neural networks switched

(2018) Cheng Lian et al.   NEUROCOMPUTING

Research and application of a combined model based on variable weight for short term wind speed forecasting

(2018) Hongmin Li et al.   RENEWABLE ENERGY

In situ and satellite long-term monitoring of the Latronico landslide, Italy: displacement evolution, damage to buildings, and effectiveness of remedial works

(2018) C. Di Maio et al.   ENGINEERING GEOLOGY

Spatio-temporal convolutional features with nested LSTM for facial expression recognition

(2018) Zhenbo Yu et al.   NEUROCOMPUTING

Speech emotion recognition using deep 1D & 2D CNN LSTM networks

(2018) Jianfeng Zhao et al.   Biomedical Signal Processing and Control

Estimating PM2.5 concentration from satellite derived aerosol optical depth and meteorological variables using a combination model

(2018) Asha B. Chelani   Atmospheric Pollution Research

LSTM-EFG for wind power forecasting based on sequential correlation features

(2018) Ruiguo Yu et al.   Future Generation Computer Systems-The International Journal of eScience

Statistical pattern recognition approach for long-time monitoring of the G.Meazza stadium by means of AR models and PCA

(2017) Alessio Datteo et al.   ENGINEERING STRUCTURES

Generalized information criterion for the AR model

(2017) Okyoung Na   Journal of the Korean Statistical Society

Variational Bayesian learning for robust AR modeling with the presence of sparse impulse noise

(2016) Hongjie Wan et al.   DIGITAL SIGNAL PROCESSING

Application of time series analysis and PSO–SVM model in predicting the Bazimen landslide in the Three Gorges Reservoir, China

(2016) Chao Zhou et al.   ENGINEERING GEOLOGY

Application of a combination model based on an error-correcting technique to predict quality changes of vacuum-packed bighead carp ( Aristichthys nobilis ) fillets

(2016) Xiaochang Liu et al.   LWT-FOOD SCIENCE AND TECHNOLOGY

AR(1) time series with autoregressive gamma variance for road topography modeling

(2016) Pär Johannesson et al.   PROBABILISTIC ENGINEERING MECHANICS

Speech enhancement based on AR model parameters estimation

(2016) Feng Deng et al.   SPEECH COMMUNICATION

A weighted LS-SVM based learning system for time series forecasting

(2015) Thao-Tsen Chen et al.   INFORMATION SCIENCES

Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

(2015) Xiaolei Ma et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

AR model whitening and signal detection based on GLD algorithm in the non-Gaussian reverberation

(2012) Ye Liu et al.   APPLIED ACOUSTICS

GDTW-P-SVMs: Variable-length time series analysis using support vector machines

(2012) Arash Jalalian et al.   NEUROCOMPUTING

Short-term earth orientation parameters predictions by combination of the least-squares, AR model and Kalman filter

(2011) X.Q. Xu et al.   JOURNAL OF GEODYNAMICS

Landslide displacement prediction based on combining method with optimal weight

(2011) Xiuzhen Li et al.   NATURAL HAZARDS

A review on the forecasting of wind speed and generated power

(2008) Ma Lei et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Spectral broadening of lower extremity venous Doppler signals using STFT and AR modeling

(2007) Sadık Kara et al.   DIGITAL SIGNAL PROCESSING