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Deep Learning (CNN, RNN) Applications for Smart Homes: A Systematic Review
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Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-3-030-01177-2_15openalex-snapshot
Activity Recognition from Multi-modal Sensor Data Using a Deep Convolutional Neural Network
inferredcites →https://doi.org/10.1007/978-3-030-22354-0_35openalex-snapshot
Intelligent Fall Detection with Wearable IoT
inferredcites →https://doi.org/10.1007/978-3-319-69775-8_12openalex-snapshot
Convolutional and Recurrent Neural Networks for Activity Recognition in Smart Environment
inferredcites →https://doi.org/10.1007/978-981-15-1925-3_15openalex-snapshot
Indoor Activity Recognition by Using Recurrent Neural Networks
inferredcites →https://doi.org/10.1007/s00779-012-0552-zopenalex-snapshot
Introducing the use of depth data for fall detection
inferredcites →https://doi.org/10.1007/s10462-018-9648-9openalex-snapshot
A review on intelligent process for smart home applications based on IoT: coherent taxonomy, motivation, open challenges, and recommendations
inferredcites →https://doi.org/10.1007/s10462-020-09825-6openalex-snapshot
A survey of the recent architectures of deep convolutional neural networks
inferredcites →https://doi.org/10.1007/s10462-020-09838-1openalex-snapshot
A review on the long short-term memory model
inferredcites →https://doi.org/10.1016/j.artmed.2019.01.005openalex-snapshot
Detection of abnormal behaviour for dementia sufferers using Convolutional Neural Networks
inferredcites →https://doi.org/10.1016/j.engappai.2019.08.020openalex-snapshot
Audio content analysis for unobtrusive event detection in smart homes
inferredcites →https://doi.org/10.1016/j.ergon.2018.02.002openalex-snapshot
A survey on health monitoring systems for health smart homes
inferredcites →https://doi.org/10.1016/j.eswa.2018.03.056openalex-snapshot
Deep learning algorithms for human activity recognition using mobile and wearable sensor networks: State of the art and research challenges
inferredcites →https://doi.org/10.1016/j.inffus.2017.10.006openalex-snapshot
A survey on deep learning for big data
inferredcites →https://doi.org/10.1016/j.ins.2020.01.002openalex-snapshot
Human Behavior Recognition from Multiview Videos
inferredcites →https://doi.org/10.1016/j.jnca.2017.08.017openalex-snapshot
A review of smart home applications based on Internet of Things
inferredcites →https://doi.org/10.1016/j.neucom.2018.10.104openalex-snapshot
A sequential deep learning application for recognising human activities in smart homes
inferredcites →https://doi.org/10.1016/j.physd.2019.132306openalex-snapshot
Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network
inferredcites →https://doi.org/10.1016/j.rser.2021.110992openalex-snapshot
A survey on deep learning methods for power load and renewable energy forecasting in smart microgrids
inferredcites →https://doi.org/10.1016/s1532-3382(01)70024-3openalex-snapshot
Enhancing your practice through evidence-based decision making: PICO, learning how to ask good questions
inferredcites →https://doi.org/10.1088/1742-6596/1187/3/032086openalex-snapshot
Smart Home System Based on Deep Learning Algorithm
inferredcites →https://doi.org/10.1109/access.2019.2956952openalex-snapshot
WiFi CSI-Based Human Activity Recognition Using Deep Recurrent Neural Network
inferredcites →https://doi.org/10.1109/camad.2019.8858471openalex-snapshot
Cybersecurity in SMEs: The Smart-Home/Office Use Case
inferredcites →https://doi.org/10.1109/comsnets.2019.8711433openalex-snapshot
Learning and Annotating Activities for Home Automation using LSTM
inferredcites →https://doi.org/10.1109/cvpr.2016.433openalex-snapshot
Cross-Stitch Networks for Multi-task Learning
inferredcites →https://doi.org/10.1109/cvprw.2018.00312openalex-snapshot
Behavior and Personality Analysis in a Nonsocial Context Dataset
inferredcites →https://doi.org/10.1109/cyber.2018.8688271openalex-snapshot
Hybrid Intrusion Detection Method Based on K-Means and CNN for Smart Home
inferredcites →https://doi.org/10.1109/dasc/picom/datacom/cyberscitec.2018.00022openalex-snapshot
A Hierarchical Approach to Encrypted Data Packet Classification in Smart Home Gateways
inferredcites →https://doi.org/10.1109/glocom.2018.8647251openalex-snapshot
Device-Free, Activity During Daily Life, Recognition Using a Low-Cost Lidar
inferredcites →https://doi.org/10.1109/hsi.2018.8431363openalex-snapshot
Speaker Recognition Using Convolutional Neural Network with Minimal Training Data for Smart Home Solutions
inferredcites →https://doi.org/10.1109/icca.2018.8444331openalex-snapshot
WiFi-enabled Device-free Gesture Recognition for Smart Home Automation
inferredcites →https://doi.org/10.1109/icccbda.2019.8725757openalex-snapshot
A Thermal Energy Usage Prediction Method for Electric Thermal Storage Heaters Based on Deep Learning
inferredcites →https://doi.org/10.1109/icdsp.2018.8631580openalex-snapshot
Predicting Appliance Usage Status In Home Like Environments
inferredcites →https://doi.org/10.1109/iceict.2019.8846263openalex-snapshot
Light-Weight Recurrent Deep Learning Algorithm for Non-Intrusive Load Monitoring
inferredcites →https://doi.org/10.1109/icit.2019.8755038openalex-snapshot
An Efficient Hand Gesture Recognition System Based on Deep CNN
inferredcites →https://doi.org/10.1109/ie.2018.00014openalex-snapshot
Human Activity Prediction in Smart Home Environments with LSTM Neural Networks
inferredcites →https://doi.org/10.1109/iscas.2018.8351648openalex-snapshot
Video-based Human Fall Detection in Smart Homes Using Deep Learning
inferredcites →https://doi.org/10.1109/ismict.2019.8743759openalex-snapshot
Activity Recognition Using Smartphone Sensors, Robust Features, and Recurrent Neural Network
inferredcites →https://doi.org/10.1109/jbhi.2018.2833618openalex-snapshot
Unobtrusive Activity Recognition of Elderly People Living Alone Using Anonymous Binary Sensors and DCNN
inferredcites →https://doi.org/10.1109/jiot.2019.2900862openalex-snapshot
Learning-Aided User Identification Using Smartphone Sensors for Smart Homes
inferredcites →https://doi.org/10.1109/jiot.2019.2920283openalex-snapshot
IoT Wearable Sensor and Deep Learning: An Integrated Approach for Personalized Human Activity Recognition in a Smart Home Environment
inferredcites →https://doi.org/10.1109/jiot.2019.2929833openalex-snapshot
Joint Motion Classification and Person Identification via Multitask Learning for Smart Homes
inferredcites →https://doi.org/10.1109/lgrs.2018.2806940openalex-snapshot
Personnel Recognition and Gait Classification Based on Multistatic Micro-Doppler Signatures Using Deep Convolutional Neural Networks
inferredcites →https://doi.org/10.1109/lsc.2018.8572048openalex-snapshot
On the Use of Ultra Wideband Radar and Stacked LSTM-RNN for at Home Fall Detection
inferredcites →https://doi.org/10.1109/mc.2018.2381119openalex-snapshot
Breathing-Based Authentication on Resource-Constrained IoT Devices using Recurrent Neural Networks
inferredcites →https://doi.org/10.1109/mce.2019.2955150openalex-snapshot
Learning From Smart Home Data: Methods and Challenges of Data Acquisition and Analysis in Smart Home Solutions
inferredcites →https://doi.org/10.1109/mfi.2017.8170422openalex-snapshot
A robust gait recognition system using spatiotemporal features and deep learning
inferredcites →https://doi.org/10.1109/msp.2017.2762725openalex-snapshot
Artificial Intelligence in the Rising Wave of Deep Learning: The Historical Path and Future Outlook [Perspectives]
inferredcites →https://doi.org/10.1109/percomw.2018.8480138openalex-snapshot
Human Activity Recognition based on Real Life Scenarios
inferredcites →https://doi.org/10.1109/percomw.2019.8730662openalex-snapshot
Predicting Occurrence Time of Daily Living Activities Through Time Series Analysis of Smart Home Data
inferredcites →https://doi.org/10.1109/smartcomp.2017.7946985openalex-snapshot
An Activity-Embedding Approach for Next-Activity Prediction in a Multi-User Smart Space
inferredcites →https://doi.org/10.1109/smc.2015.263openalex-snapshot
A Deep Learning Approach to Human Activity Recognition Based on Single Accelerometer
inferredcites →https://doi.org/10.1109/smc.2019.8914457openalex-snapshot
Recognition of Activities of Daily Living via Hierarchical Long-Short Term Memory Networks
inferredcites →https://doi.org/10.1109/titb.2009.2037317openalex-snapshot
SVM-Based Multimodal Classification of Activities of Daily Living in Health Smart Homes: Sensors, Algorithms, and First Experimental Results
inferredcites →https://doi.org/10.1109/tsmc.2013.2252338openalex-snapshot
Automated Cognitive Health Assessment Using Smart Home Monitoring of Complex Tasks
inferredcites →https://doi.org/10.1109/tsusc.2018.2886164openalex-snapshot
Time Series-Based GHG Emissions Prediction for Smart Homes
inferredcites →https://doi.org/10.1109/uic-atc.2017.8397510openalex-snapshot
IEHouse: A non-intrusive household appliance state recognition system
inferredcites →https://doi.org/10.1145/3311950openalex-snapshot
Machine Learning for Smart Building Applications
inferredcites →https://doi.org/10.1155/2017/9474806openalex-snapshot
Vision-Based Fall Detection with Convolutional Neural Networks
inferredcites →https://doi.org/10.11591/ijece.v9i6.pp5270-5276openalex-snapshot
Human activity recognition by using convolutional neural network
inferredcites →https://doi.org/10.1162/neco.1989.1.4.541openalex-snapshot
Backpropagation Applied to Handwritten Zip Code Recognition
inferredcites →https://doi.org/10.12783/dtcse/csae2017/17552openalex-snapshot
Using Convolutional Layer Features for Indoor Human Activity Recognition based on Spatial Location Information
inferredcites →https://doi.org/10.1371/journal.pmed.1000097openalex-snapshot
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
inferredcites →https://doi.org/10.18178/ijmlc.2019.9.6.878openalex-snapshot
Convolutional Neural Network Based on Dynamic Motion and Shape Variations for Elderly Fall Detection
inferredcites →https://doi.org/10.3115/v1/d14-1179openalex-snapshot
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
inferredcites →https://doi.org/10.3390/app10093074openalex-snapshot
A Systematic Content Review of Artificial Intelligence and the Internet of Things Applications in Smart Home
inferredcites →https://doi.org/10.3390/s150511725openalex-snapshot
Evaluation of Three State-of-the-Art Classifiers for Recognition of Activities of Daily Living from Smart Home Ambient Data
inferredcites →https://doi.org/10.3390/s19071659openalex-snapshot
A Deep-Learning Model for Subject-Independent Human Emotion Recognition Using Electrodermal Activity Sensors
inferredcites →https://doi.org/10.3390/s20071933openalex-snapshot
A Multi-task Learning Model for Daily Activity Forecast in Smart Home
inferredcites →https://doi.org/10.3390/smartcities2030025openalex-snapshot
Review on the Application of Artificial Intelligence in Smart Homes
inferredcites →https://doi.org/10.4108/icst.mobicase.2014.257786openalex-snapshot
Convolutional Neural Networks for Human Activity Recognition using Mobile Sensors
inferredcites →https://doi.org/10.48550/arxiv.1506.02117openalex-snapshot
Learning Multiple Tasks with Multilinear Relationship Networks
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inferred← citeshttps://doi.org/10.4018/ijhisi.336548openalex-snapshot
Application of Behavior Recognition Technology Based on Deep Learning in Elderly Care
inferred← citeshttps://doi.org/10.66224/jist.49506.14.54.142openalex-snapshot
A Hybrid Deep Neural Network for Arabic Fake News Classification based on Temporal CNN and BiLSTM with Attention
inferred← citeshttps://doi.org/10.9719/eeg.2024.57.5.473openalex-snapshot
Application of Deep Learning and Optical Character Recognition Technology to Automate Classification and Database of Borehole Log for Ground Stability Investigation of Abandoned Mines
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