Human Activity Recognition from Accelerometer Data Using a Wearable Device

No abstract is available for this paper.

• Publication year

  2011

• Venue

  Iberian Conference on Pattern Recognition and Image Analysis

• Publication date

  2011-06-08

• Fields of study

  Computer Science, Engineering

• Identifiers
  DOI 10.1007/978-3-642-21257-4_36
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Machine Learning Methods for Classifying Human Physical Activity from On-Body Accelerometers

  2010cited by this paper
• Face-to-Face Social Activity Detection Using Data Collected with a Wearable Device

  2009cited by this paper
• Discovery of activity patterns using topic models

  2008cited by this paper
• The Mobile Sensing Platform: An Embedded Activity Recognition System

  2008cited by this paper
• A Practical Approach to Recognizing Physical Activities

  2006cited by this paper
• Activity Recognition from Accelerometer Data

  2005cited by this paper
• Activity Recognition from User-Annotated Acceleration Data

  2004cited by this paper
• Pervasive Computing

  2003cited by this paper
• Unsupervised, dynamic identification of physiological and activity context in wearable computing

  2003cited by this paper
• Random Forests

  2001cited by this paper
• Unsupervised clustering of ambulatory audio and video

  1999cited by this paper

• Human Activity Recognition Using Smartphone Sensors: Focusing on Fall Detection with the UNIBA Dataset

  2025cites this paper
• Source-free domain adaptation for unsupervised radar-based human activity recognition

  2025cites this paper
• Towards Intelligent Dietary Monitoring: Deep Learning Techniques for Alimentary Activity Detection

  2025cites this paper
• Advancing Accessible Hand-Arm Vibration Safety Monitoring: ISO-Compliance with Wearable Sensors and Transfer Functions

  2025cites this paper
• Design and Evaluation of ADANet: A High-Fidelity Motion Acquisition Framework for Assistive Gesture-Based Interfaces

  2025cites this paper
• One Model to Fit Them All: Universal IMU-based Human Activity Recognition with LLM-assisted Cross-dataset Representation

  2025cites this paper
• Hyex-net: hybrid efficient Xception network for human activity recognition using multimodalities

  2025cites this paper
• State-of-the-art in human activity recognition based on inertial measurement unit sensors: survey and applications

  2024cites this paper
• Revealing semantic mappings across HAR datasets

  2024cites this paper
• Evaluating Sensor Placement and Feature Importance for Hurling Movement Classification

  2024cites this paper
• Human activity recognition: A comprehensive review

  2024influential citation
• Enhanced Human Activity Recognition Framework for Wearable Devices Based on Explainable AI

  2024influential citation
• A parametric approach for solving convex quadratic optimization with indicators over trees

  2024cites this paper
• The effectiveness of simple heuristic features in sensor orientation and placement problems in human activity recognition using a single smartphone accelerometer

  2024cites this paper
• Real-Time Sensor-Based Human Activity Recognition for eFitness and eHealth Platforms

  2024cites this paper
• A Comprehensive Review of Few-Shot Action Recognition

  2024cites this paper
• Flexible Analog-to-Feature Converter for Wireless Smart Healthcare Sensors

  2023cites this paper
• Activity recognition using a combination of high gain observer and deep learning computer vision algorithms

  2023cites this paper
• Data-efficient human walking speed intent identification

  2023cites this paper
• An LSTM-based Gesture-to-Speech Recognition System

  2023cites this paper
• HierAct: a Hierarchical Model for Human Activity Recognition in Game-Like Educational Applications

  2023cites this paper
• Investigating Optimal Smartphone Placement for Identifying Stairs Movement using Machine Learning

  2023cites this paper
• Personalized Weighted AdaBoost for Animal Behavior Recognition from Sensor Data

  2023cites this paper
• Invited Paper: Hierarchical Activity Recognition with Smartwatch IMU

  2023cites this paper
• From Lab to Real World: Assessing the Effectiveness of Human Activity Recognition and Optimization through Personalization

  2023cites this paper
• A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable Sensors

  2023cites this paper
• Dimensionality reduction and features visual representation based on conditional probabilities applied to activity classification

  2023cites this paper
• Next Generation of Multi-Agent Driven Smart City Applications and Research Paradigms

  2023cites this paper
• Multi-model weighted voting method based on convolutional neural network for human activity recognition

  2023influential citation
• Activity Recognition Using a High Gain Observer and Spectrograms

  2023cites this paper
• Physical Activity Recognition Based on Deep Learning Using Photoplethysmography and Wearable Inertial Sensors

  2023cites this paper
• Continuous Multi-user Activity Tracking via Room-Scale mmWave Sensing

  2023cites this paper
• Too Good To Be True: accuracy overestimation in (re)current practices for Human Activity Recognition

  2023cites this paper
• Detecting cultural identity via robotic sensor data to understand differences during human-robot interaction

  2023cites this paper
• System-Identification-Based Activity Recognition Algorithms With Inertial Sensors

  2023cites this paper
• Deep Wavelet Convolutional Neural Networks for Multimodal Human Activity Recognition Using Wearable Inertial Sensors

  2023cites this paper
• A review of vision-based indoor HAR: state-of-the-art, challenges, and future prospects

  2023cites this paper
• A Study of Machine Learning Techniques based on Human Daily Living Activities via Inertial Sensors

  2023cites this paper
• Mapping the Corn Residue-Covered Types Using Multi-Scale Feature Fusion and Supervised Learning Method by Chinese GF-2 PMS Image

  2022cites this paper
• An Intrinsic Human Physical Activity Recognition from Fused Motion Sensor Data using Bidirectional Gated Recurrent Neural Network in Healthcare

  2022cites this paper
• Exploring Orientation Invariant Heuristic Features with Variant Window Length of 1D-CNN-LSTM in Human Activity Recognition

  2022cites this paper
• Human Activity Recognition on Time Series Accelerometer Sensor Data using LSTM Recurrent Neural Networks

  2022cites this paper
• RGBDGaze: Gaze Tracking on Smartphones with RGB and Depth Data

  2022cites this paper
• A Novel Feature Set Extraction Based on Accelerometer Sensor Data for Improving the Fall Detection System

  2022cites this paper
• A novel smartphone-based activity recognition modeling method for tracked equipment in forest operations

  2022cites this paper
• A Hybrid Deep Residual Network for Efficient Transitional Activity Recognition Based on Wearable Sensors

  2022cites this paper
• Cross-Subject Activity Detection for COVID-19 Infection Avoidance Based on Automatically Annotated IMU Data

  2022cites this paper
• Accelerometer-Based Bed Occupancy Detection for Automatic, Non-Invasive Long-Term Cough Monitoring

  2022cites this paper
• Human Activity Recognition Based on Residual Network and BiLSTM

  2022cites this paper
• Enhancing Causal Estimation through Unlabeled Offline Data

  2022cites this paper
• Low-Power On-Chip Implementation of Enhanced SVM Algorithm for Sensors Fusion-Based Activity Classification in Lightweighted Edge Devices

  2022cites this paper
• Personalized human activity recognition using deep learning and edge-cloud architecture

  2022cites this paper
• Gender Classification Using Smartphone Sensors and Machine Learning Approaches

  2022cites this paper
• A lightweight deep learning with feature weighting for activity recognition

  2022cites this paper
• The Contribution of Human Body Capacitance/Body-Area Electric Field To Individual and Collaborative Activity Recognition

  2022cites this paper
• Human Activity Recognition System For Moderate Performance Microcontroller Using Accelerometer Data And Random Forest Algorithm

  2022cites this paper
• A Survey on Seismic Sensor based Target Detection, Localization, Identification, and Activity Recognition

  2022cites this paper
• Deep-Learning-Based Human Activity Recognition Using Wearable Sensors

  2022cites this paper
• Comparing Cross-Subject Performance on Human Activities Recognition Using Learning Models

  2022cites this paper
• Human Activity Recognition by Using Different Deep Learning Approaches for Wearable Sensors

  2021cites this paper
• Impact of Time Domain Features & Inertial Sensors on Activity Recognition using Randomized Selection

  2021cites this paper
• A framework for energy-efficient equine activity recognition with leg accelerometers

  2021cites this paper
• A time-efficient convolutional neural network model in human activity recognition

  2021cites this paper
• LSTM Networks Using Smartphone Data for Sensor-Based Human Activity Recognition in Smart Homes

  2021cites this paper
• Vid2Doppler: Synthesizing Doppler Radar Data from Videos for Training Privacy-Preserving Activity Recognition

  2021cites this paper
• Recognition of Bathroom Activities in Older Adults Using Wearable Sensors: A Systematic Review and Recommendations

  2021cites this paper
• Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers

  2021cites this paper
• Behavior analysis method for indoor environment based on app usage mining

  2021cites this paper
• Digital Circuits and Systems for Ultra-Low Power Internet of Things Applications

  2021cites this paper
• Intra- and Inter-Model Variability of Light Detection Using a Commercially Available Light Sensor

  2021cites this paper
• Machine Learning-based Human Activity Recognition using Neighbourhood Component Analysis

  2021cites this paper
• A Novel Elderly Tracking System Using Machine Learning to Classify Signals from Mobile and Wearable Sensors

  2021cites this paper
• A hierarchical bagging-SVM human behavior recognition method

  2021cites this paper
• High accuracy human activity recognition using machine learning and wearable devices’ raw signals

  2021cites this paper
• Real-Time Human Activity Recognition System Based on Capsule and LoRa

  2021cites this paper
• Attention-Based Sensor Fusion for Human Activity Recognition Using IMU Signals

  2021cites this paper
• Automated Estimation of Construction Equipment Emission using Inertial Sensors and Machine Learning Models

  2021cites this paper
• Human Activity Classification Using Machine Learning Techniques with Feature Selection

  2021cites this paper
• Confidence-Calibrated Human Activity Recognition

  2021cites this paper
• Recognition of Real-life Activities with Smartphone Sensors using Deep Learning Approaches

  2021cites this paper
• Recurrent Neural Network for Human Activity Recognition in Embedded Systems Using PPG and Accelerometer Data

  2021cites this paper
• 1D Convolution approach to human activity recognition using sensor data and comparison with machine learning algorithms

  2021cites this paper
• BioDeep: A Deep Learning System for IMU-based Human Biometrics Recognition

  2021cites this paper
• A Machine Learning Approach for Recognition of Elders' Activities Using Passive Sensors

  2021cites this paper
• Floor plan optimization for indoor environment based on multimodal data

  2021cites this paper
• CovidAlert - A Wristwatch-based System to Alert Users from Face Touching

  2021cites this paper
• State-of-the-art survey on activity recognition and classification using smartphones and wearable sensors

  2021cites this paper
• Sensor-Based Human Activity and Behavior Computing

  2021cites this paper
• Human Activity Recognition Using Machine Learning: A Review

  2021cites this paper
• Smartphone User Identification and Authentication Based on Raw Accelerometer Walking Activity Data Using Convolutional Neural Networks

  2021cites this paper
• An approach to detect human body movement using different channel models and machine learning techniques

  2021cites this paper
• Human Activity Recognition using Inertial Data

  2021cites this paper
• Performance Analysis of K-ELM Classifiers with the State-of-Art Classifiers for Human Action Recognition

  2021cites this paper
• Human Activity and Social Signal Classification using Auxiliary Classifier Generative Adversarial Network and Transfer Learning

  2021cites this paper
• Intelligent Data Selection in Autonomous Robot Movement

  2021cites this paper
• Dynamic Workout Detection in Smart Watch Using Artificial Neural Network

  2021cites this paper
• Human Activity Recognition: A Comparative Study to Assess the Contribution Level of Accelerometer, ECG, and PPG Signals

  2021cites this paper
• The Layer-Wise Training Convolutional Neural Networks Using Local Loss for Sensor-Based Human Activity Recognition

  2020cites this paper
• Real-life Human Activity Recognition with Tri-axial Accelerometer Data from Smartphone using Hybrid Long Short-Term Memory Networks

  2020cites this paper
• Real-Time Principal Component Analysis

  2020influential citation