An approach towards missing data management using improved GRNN-SGTM ensemble method

Convolutional neural network–based data recovery method for structural health monitoring

(2020) Byung Kwan Oh et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Employing artificial bee colony and particle swarm techniques for optimizing a neural network in prediction of heating and cooling loads of residential buildings

(2020) Guofeng Zhou et al.   JOURNAL OF CLEANER PRODUCTION

An Approach towards Increasing Prediction Accuracy for the Recovery of Missing IoT Data based on the GRNN-SGTM Ensemble

(2020) Roman Tkachenko et al.   SENSORS

Application of generalized regression neural network optimized by fruit fly optimization algorithm for fracture toughness in a pearlitic steel

(2020) Ling Qiao et al.   ENGINEERING FRACTURE MECHANICS

Seamless GPS/Inertial Navigation System Based on Self-Learning Square-Root Cubature Kalman Filter

(2020) Chong Shen et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Recovery of Missing Sensor Data with GRNN-based Cascade Scheme

(2020) Roman Tkachenko et al.   International Journal of Sensors, Wireless Communications and Control

Optimization of ANFIS with GA and PSO estimating α ratio in driven piles

(2019) Hossein Moayedi et al.   ENGINEERING WITH COMPUTERS

Data-driven missing data imputation in cluster monitoring system based on deep neural network

(2019) Jie Lin et al.   APPLIED INTELLIGENCE

A Recursive General Regression Neural Network (R-GRNN) Oracle for classification problems

(2019) Dana Bani-Hani et al.   EXPERT SYSTEMS WITH APPLICATIONS

Dual-optimization for a MEMS-INS/GPS system during GPS outages based on the cubature Kalman filter and neural networks

(2019) Chong Shen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Short-term wind speed prediction model based on GA-ANN improved by VMD

(2019) Yagang Zhang et al.   RENEWABLE ENERGY

Improving predictions of hydrological low-flow indices in ungaged basins using machine learning

(2018) Scott C. Worland et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Missing data recovery using reconstruction in ocean wireless sensor networks

(2018) Huafeng Wu et al.   COMPUTER COMMUNICATIONS

Dynamic L-RNN recovery of missing data in IoMT applications

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

Optimizing an ANN model with ICA for estimating bearing capacity of driven pile in cohesionless soil

(2017) Hossein Moayedi et al.   ENGINEERING WITH COMPUTERS

Random forest missing data algorithms

(2017) Fei Tang et al.   Statistical Analysis and Data Mining

A new online data imputation method based on general regression auto associative neural network

(2014) Vadlamani Ravi et al.   NEUROCOMPUTING

Prediction of Missing Flow Records Using Multilayer Perceptron and Coactive Neurofuzzy Inference System

(2013) Samkele S. Tfwala et al.   TheScientificWorldJOURNAL

Missing value imputation on missing completely at random data using multilayer perceptrons

(2010) Esther-Lydia Silva-Ramírez et al.   NEURAL NETWORKS

A neural network-based framework for the reconstruction of incomplete data sets

(2010) Iffat A. Gheyas et al.   NEUROCOMPUTING

On field calibration of an electronic nose for benzene estimation in an urban pollution monitoring scenario

(2007) S. De Vito et al.   SENSORS AND ACTUATORS B-CHEMICAL