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A Novel Human Activity Recognition and Prediction in Smart Home Based on Interaction

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/11748625_8openalex-snapshot
The Design of a Portable Kit of Wireless Sensors for Naturalistic Data Collection
inferredcites →https://doi.org/10.1007/978-3-540-24646-6_10openalex-snapshot
Activity Recognition in the Home Using Simple and Ubiquitous Sensors
inferredcites →https://doi.org/10.1016/j.datak.2010.01.004openalex-snapshot
An unsupervised approach to activity recognition and segmentation based on object-use fingerprints
inferredcites →https://doi.org/10.1016/j.eswa.2016.04.032openalex-snapshot
Human activity recognition with smartphone sensors using deep learning neural networks
inferredcites →https://doi.org/10.1016/j.neucom.2015.08.096openalex-snapshot
From action to activity: Sensor-based activity recognition
inferredcites →https://doi.org/10.1016/j.patcog.2015.03.006openalex-snapshot
Semantic human activity recognition: A literature review
inferredcites →https://doi.org/10.1016/j.pmcj.2009.10.004openalex-snapshot
Object relevance weight pattern mining for activity recognition and segmentation
inferredcites →https://doi.org/10.1017/cbo9781139058452openalex-snapshot
Mining of Massive Datasets
inferredcites →https://doi.org/10.1109/hpcc.and.euc.2013.131openalex-snapshot
MVSS: Mobile Visual Search Based on Saliency
inferredcites →https://doi.org/10.1109/icce-china.2018.8448605openalex-snapshot
RF-Switch: A Novel Wireless Controller in Smart Home
inferredcites →https://doi.org/10.1109/infocom.2018.8486431openalex-snapshot
Range Queries for Sensor-augmented RFID Systems
inferredcites →https://doi.org/10.1109/mcom.2017.1600682cmopenalex-snapshot
Smart Home: Cognitive Interactive People-Centric Internet of Things
inferredcites →https://doi.org/10.1109/rfid.2016.7488002openalex-snapshot
Activity recognition for medical teamwork based on passive RFID
inferredcites →https://doi.org/10.1109/rfid.2017.7945586openalex-snapshot
On implementing an unconventional infant vital signs monitor with passive RFID tags
inferredcites →https://doi.org/10.1109/surv.2012.110112.00192openalex-snapshot
A Survey on Human Activity Recognition using Wearable Sensors
inferredcites →https://doi.org/10.1109/tmc.2016.2549518openalex-snapshot
GRfid: A Device-Free RFID-Based Gesture Recognition System
inferredcites →https://doi.org/10.1109/tmc.2018.2793219openalex-snapshot
Fast Identification of Blocked RFID Tags
inferredcites →https://doi.org/10.1109/tnet.2019.2914412openalex-snapshot
Fast RFID Sensory Data Collection: Trade-off Between Computation and Communication Costs
inferredcites →https://doi.org/10.1109/tnet.2019.2936977openalex-snapshot
Efficient Range Queries for Large-Scale Sensor-Augmented RFID Systems
inferredcites →https://doi.org/10.1109/tsmcc.2012.2198883openalex-snapshot
Sensor-Based Activity Recognition
inferredcites →https://doi.org/10.1145/2733373.2806333openalex-snapshot
Human Activity Recognition Using Wearable Sensors by Deep Convolutional Neural Networks
inferredcites →https://doi.org/10.1145/2939368openalex-snapshot
Exploiting Integrity Constraints for Cleaning Trajectories of RFID-Monitored Objects
inferredcites →https://doi.org/10.1162/neco.1997.9.8.1735openalex-snapshot
Long Short-Term Memory
inferredcites →https://doi.org/10.1587/transinf.2018dap0010openalex-snapshot
Activity Recognition Using RFID Phase Profiling in Smart Library
inferredcites →https://doi.org/10.1609/aaai.v30i1.9971openalex-snapshot
Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts
inferredcites →https://doi.org/10.3390/s130505460openalex-snapshot
Activity Recognition Using Hybrid Generative/Discriminative Models on Home Environments Using Binary Sensors
inferredcites →https://doi.org/10.3390/s140202756openalex-snapshot
A Depth-Based Fall Detection System Using a Kinect® Sensor
inferredcites →https://doi.org/10.3390/s151229858openalex-snapshot
Physical Human Activity Recognition Using Wearable Sensors
inferredcites →https://doi.org/10.3390/s16010115openalex-snapshot
Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition
inferredcites →https://doi.org/10.5441/002/edbt.2014.35openalex-snapshot
Cleaning trajectory data of RFID-monitored objects through conditioning under integrity constraints

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition
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Applications
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Occupancy Estimation from Thermal Images
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Composite Emotion Recognition and Feedback of Social Assistive Robot for Elderly People
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Evaluating Techniques Based on Supervised Learning Methods in Casas Kyoto Dataset for Human Activity Recognition
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HARFMR: Human Activity Recognition with Feature Masking and Reconstruction
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Standardizing Your Training Process for Human Activity Recognition Models – A Comprehensive Review in the Tunable Factors
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Sensor-Based Activity Classification for Health Monitoring of Elderly People Using a Deep Convolutional Neural Network
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Anwendung von Human Activity Recognition im Unternehmenskontext – Ein Konzept für die Zukunft?
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Die Auswirkungen des Internet der Dinge auf Organisation und Mitarbeiter
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Next Activity Prediction Based on Multi-sensor Smart Home
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In-depth analysis of design & development for sensor-based human activity recognition system
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Application of human activity/action recognition: a review
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A Survey of Machine Learning and Meta-heuristics Approaches for Sensor-based Human Activity Recognition Systems
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Suspicious activity recognition for monitoring cheating in exams
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Context-integrated complex activity recognition with sector-level location encoding in residential environments
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How the Internet of Things is reshaping teamwork: An experimental study
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Interaction-feedback network for multi-task daily activity forecasting
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Deep learning for multimodal fusion in human activity recognition using wearable sensors and visual data
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Human activity recognition using binary sensors: A systematic review
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A fusion of a deep neural network and a hidden Markov model to recognize the multiclass abnormal behavior of elderly people
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New machine learning approaches for real-life human activity recognition using smartphone sensor-based data
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A new approach for ECG artifact detection using fine-KNN classification and wavelet scattering features in vital health applications
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Control Your Home With a Smartwatch
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Fusing Ambient and Mobile Sensor Features Into a Behaviorome for Predicting Clinical Health Scores
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Future Activities Prediction Framework in Smart Homes Environment
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Efficient Human Activity Recognition Using Lookup Table-Based Neural Architecture Search for Mobile Devices
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SeReIn-M: Sensor Relationship Inference in Multi-Resident Smart Homes
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Hand Gesture Recognition System using Modified SVM and Hybrid Ensemble Classifier
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State-of-the-art Activity Recognition and Prediction Techniques Applicable to the Home Energy Management System
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Detecting the Human Activities of Aging People using Restricted Boltzmann Machines with Deep Learning Technique in IoT
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Human Activity Segmentation employing Ml Algorithms and Cellular phone Sensor Data
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Human Activity Prediction Using Generative Adversarial Networks
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Skeleton-Based Human Activities Fine-grained Recognition with RFID Technology
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Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition
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HARDenseNet: A 1D DenseNet Inspired Convolutional Neural Network for Human Activity Recognition with Inertial Sensors
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Expanding the Horizons of 1-D Tasks: Leveraging 2-D Convolutional Neural Networks Pretrained by ImageNet
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Greeting Gesture Analysis Using Boosting Algorithms and SHAP
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Predicting Activities of Daily Living for the Coming Time Period in Smart Homes
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X-CHAR
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Matching Skeleton-based Activity Representations with Heterogeneous Signals for HAR
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Gesture-Based User Interface for Vehicle On-Board System: A Questionnaire and Research Approach
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Multi-Level Attention-Based Categorical Emotion Recognition Using Modulation-Filtered Cochleagram
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Predicting Activities of Daily Living with Spatio-Temporal Information
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Human Activity Recognition for Elderly People Using Machine and Deep Learning Approaches
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Zero-Shot Human Activity Recognition Using Non-Visual Sensors
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Radial Basis Function Neural Network with Localized Stochastic-Sensitive Autoencoder for Home-Based Activity Recognition
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A Multi-task Learning Model for Daily Activity Forecast in Smart Home
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Activity Recognition for Ambient Assisted Living with Videos, Inertial Units and Ambient Sensors
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