Deep Learning Techniques for Agronomy Applications

Building an Effective Intrusion Detection System Using the Modified Density Peak Clustering Algorithm and Deep Belief Networks

(2019) Yanqing Yang et al.   Applied Sciences-Basel

A Mobile Positioning Method Based on Deep Learning Techniques

(2019) Ling Wu et al.   Electronics

Development of a Mushroom Growth Measurement System Applying Deep Learning for Image Recognition

(2019) Chuan-Pin Lu et al.   Agronomy-Basel

Estimating Body Condition Score in Dairy Cows From Depth Images Using Convolutional Neural Networks, Transfer Learning and Model Ensembling Techniques

(2019) Juan Rodríguez Alvarez et al.   Agronomy-Basel

LSTM Neural Network Based Forecasting Model for Wheat Production in Pakistan

(2019) Sajjad Haider et al.   Agronomy-Basel

Research into the E-Learning Model of Agriculture Technology Companies: Analysis by Deep Learning

(2019) Chi-Hsuan Lin et al.   Agronomy-Basel

Land parcel-based digital soil mapping of soil nutrient properties in an alluvial-diluvia plain agricultural area in China

(2019) Wen Dong et al.   GEODERMA

Web spam classification method based on deep belief networks

(2018) Yuancheng Li et al.   EXPERT SYSTEMS WITH APPLICATIONS

Traffic State Estimation of Signalized Intersections Based on Stacked Denoising Auto-Encoder Model

(2018) Junping Xiang et al.   WIRELESS PERSONAL COMMUNICATIONS

Learning Sparse Representation With Variational Auto-Encoder for Anomaly Detection

(2018) Jiayu Sun et al.   IEEE Access

Modern Trends in Hyperspectral Image Analysis: A Review

(2018) Muhammad Jaleed Khan et al.   IEEE Access

ResInNet: A Novel Deep Neural Network with Feature Re-use for Internet of Things

(2018) Xiaochuan Sun et al.   IEEE Internet of Things Journal

Mobile Demand Forecasting via Deep Graph-Sequence Spatiotemporal Modeling in Cellular Networks

(2018) Luoyang Fang et al.   IEEE Internet of Things Journal

An imputation method for missing data based on an extreme learning machine auto-encoder

(2018) Cheng-Bo Lu et al.   IEEE Access

Joint Alternate Small Convolution and Feature Reuse for Hyperspectral Image Classification

(2018) Hongmin Gao et al.   ISPRS International Journal of Geo-Information

An Arrival Time Prediction Method for Bus System

(2018)   IEEE Internet of Things Journal

An End-to-End Load Balancer based on Deep Learning for Vehicular Network Traffic Control

(2018)   IEEE Internet of Things Journal

Automatic Segmentation and Counting of Aphid Nymphs on Leaves Using Convolutional Neural Networks

(2018) Jian Chen et al.   Agronomy-Basel

Reference evapotranspiration estimation and modeling of the Punjab Northern India using deep learning

(2018) Mandeep Kaur Saggi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep leaning approach with colorimetric spaces and vegetation indices for vine diseases detection in UAV images

(2018) Mohamed Kerkech et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

IoT based hydroponics system using Deep Neural Networks

(2018) Manav Mehra et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep Learning with Unsupervised Data Labeling for Weed Detection in Line Crops in UAV Images

(2018) M Bah et al.   Remote Sensing

Dempster–Shafer Fusion Based on a Deep Boltzmann Machine for Blood Pressure Estimation

(2018) Soojeong Lee et al.   Applied Sciences-Basel

Method for Mapping Rice Fields in Complex Landscape Areas Based on Pre-Trained Convolutional Neural Network from HJ-1 A/B Data

(2018) Tian Jiang et al.   ISPRS International Journal of Geo-Information

Deep learning based multi-temporal crop classification

(2018) Liheng Zhong et al.   REMOTE SENSING OF ENVIRONMENT

Entity representation for pairwise collaborative ranking using restricted Boltzmann machine

(2018) Naieme Hazrati et al.   EXPERT SYSTEMS WITH APPLICATIONS

Combining the Technology Acceptance Model and Uses and Gratifications Theory to examine the usage behavior of an Augmented Reality Tour-sharing Application

(2017) Hui-Fei Lin et al.   Symmetry-Basel

An Augmented Reality Question Answering System Based on Ensemble Neural Networks

(2017) Chi-Hua Chen et al.   IEEE Access

A New Deep-Q-Learning-Based Transmission Scheduling Mechanism for the Cognitive Internet of Things

(2017) Jiang Zhu et al.   IEEE Internet of Things Journal

Accuracy Analysis Mechanism for Agriculture Data Using the Ensemble Neural Network Method

(2016) Hsu-Yang Kung et al.   Sustainability

Vehicle Speed Estimation and Forecasting Methods Based on Cellular Floating Vehicle Data

(2016) Wei-Kuang Lai et al.   Applied Sciences-Basel

Multicolumn Bidirectional Long Short-Term Memory for Mobile Devices-Based Human Activity Recognition

(2016) Dapeng Tao et al.   IEEE Internet of Things Journal

Design and application of augmented reality query-answering system in mobile phone information navigation

(2015) Hui-Fei Lin et al.   EXPERT SYSTEMS WITH APPLICATIONS