Activity Recognition from Accelerometer Data

No abstract is available for this paper.

• Publication year

  2005

• Venue

  AAAI Conference on Artificial Intelligence

• Publication date

  2005-07-09

• Fields of study

  Computer Science

• Identifiers

  No identifiers available.

• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Activity Recognition from User-Annotated Acceleration Data

  2004influential reference
• Is Combining Classifiers with Stacking Better than Selecting the Best One?

  2004cited by this paper
• Combining Classifiers with Meta Decision Trees

  2003influential reference
• Activity and Location Recognition Using Wearable Sensors

  2002cited by this paper
• An Introduction to Boosting and Leveraging

  2002cited by this paper
• How to Make Stacking Better and Faster While Also Taking Care of an Unknown Weakness

  2002cited by this paper
• Measuring daily behavior using ambulatory accelerometry: The Activity Monitor

  2001cited by this paper
• Real-time motion classi ca-tion for wearable computing applications

  2001cited by this paper
• Ambulatory Monitoring of Behavior in Daily Life by Accelerometers Set at Both-Near-Sides of the Joint

  2001cited by this paper
• Cascade Generalization

  2000cited by this paper
• Context awareness by analysing accelerometer data

  2000cited by this paper
• Detection of posture and motion by accelerometry : a validation study in ambulatory monitoring

  1999cited by this paper
• Data mining

  1997cited by this paper
• Bagging Predictors

  1996influential reference
• Experiments with a New Boosting Algorithm

  1996cited by this paper
• A distributed location system for the active office

  1994cited by this paper
• Stacked generalization

  1992cited by this paper
• The active badge location system

  1992cited by this paper

• Synthetic Data Guided Feature Selection for Robust Activity Recognition in Older Adults

  2026cites this paper
• Human Activity Recognition Using Machine Learning Techniques

  2025cites this paper
• Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach

  2025cites this paper
• A Privacy-Preserving Sensor Approach to Analyze how Concentration Affects Desk Work Behavior

  2025influential citation
• Feature Ranking Methods for Classifying Vehicle Motion and Immobility States

  2025cites this paper
• Multimodal Digital Phenotyping Study in Patients With Major Depressive Episodes and Healthy Controls (Mobile Monitoring of Mood): Observational Longitudinal Study

  2025cites this paper
• Classification of Vehicle Motion and Immobility States Based on MEMS Accelerometer Signal

  2025cites this paper
• Towards User-Generalizable Wearable-Sensor-Based Human Activity Recognition: A Multi-Task Contrastive Learning Approach

  2025cites this paper
• A two-phase hybrid clustering framework exploring transitional activities in HAR

  2025cites this paper
• Language of actions: A generative model for activity recognition and next move prediction from motion sensors

  2025cites this paper
• Step Count Print: A Physical Activity-Based Biometric Identifier for User Identification and Authentication

  2025cites this paper
• Leveraging dataset integration and continual learning for human activity recognition

  2025cites this paper
• Machine learning applications in the analysis of sedentary behavior and associated health risks

  2025cites this paper
• Classifying Food Items During an Eating Occasion: A Machine Learning Approach with Slope Dynamics for Windowed Kinetic Data

  2025cites this paper
• Beyond Algorithms: Utilizing Multi-modal Emotional and Behavioral Cues as Novel Predictors of Short-Video Consumption

  2025cites this paper
• Machine Learning for Sensor Analytics: A Comprehensive Review and Benchmark of Boosting Algorithms in Healthcare, Environmental, and Energy Applications

  2025cites this paper
• Smart Dance Shoes with Machine Learning Powered Light and Motion Synchronization

  2025cites this paper
• Synthetic Data Generation with Few-Shot Adaptation for HAR Using Wearable Sensors via Conditional SeriesGAN

  2025cites this paper
• Activity recognition in patients with tremor: Integrating time-length windows for enhanced detection

  2025cites this paper
• BETWEEN: Boundary Estimation through Time Warping, Energy, & Entropy Neutralization

  2025cites this paper
• Deep Learning Approaches for Stress Detection: A Survey

  2025cites this paper
• COLDOG: Human Activity Recognition through Collaborative Learning for Domain Generalization

  2024cites this paper
• Application of Machine Learning Methods to Determine the Movement of a Car Using a MEMS Accelerometer Signal

  2024cites this paper
• Classification of Behaviour in Conventional and Slow-Growing Strains of Broiler Chickens Using Tri-Axial Accelerometers

  2024cites this paper
• Application of Nine-Axis Accelerometer-Based Recognition of Daily Activities in Clinical Examination

  2024cites this paper
• OOBKey: Key Exchange with Implantable Medical Devices Using Out-Of-Band Channels

  2024cites this paper
• Investigating Perspectives of and Experiences with Low Cost Commercial Fitness Wearables

  2024cites this paper
• State-of-the-art in human activity recognition based on inertial measurement unit sensors: survey and applications

  2024cites this paper
• An Exploratory Feature Analysis for Machine Learning-Based Human Activity Recognition

  2024cites this paper
• Multimodal Human Activity Recognition on Edge Devices

  2024cites this paper
• An unsupervised statistical representation learning method for human activity recognition

  2024cites this paper
• Ensem-DeepHAR: Identification of Human Activity in Smart Environments using Ensemble of Deep Learning Methods and Motion Sensor Data

  2024cites this paper
• Contrastive Learning with Auxiliary User Detection for Identifying Activities

  2024cites this paper
• Wrist movement classification for adaptive mobile phone based rehabilitation of children with motor skill impairments

  2024cites this paper
• Advancements in Mobile-Based Air Pollution Detection: From Literature Review to Practical Implementation

  2024cites this paper
• Mobile Monitoring of Mood (MoMo-Mood): a Multimodal Digital Phenotyping Study with Major Depressive Patients and Healthy Controls

  2024cites this paper
• Human Activity Recognition Using Sensor Measurements

  2024cites this paper
• Adaptive Principal Component Analysis combined with Fuzzy K-Nearest Neighbors for Activity Recognition Using Multisensor Data Fusion

  2024cites this paper
• Automated Classification of Manual Exploratory Behaviors Using Sensorized Objects and Machine Learning: A Preliminary Proof-of-Concept Study

  2024cites this paper
• Design of Motor Skill Recognition and Hierarchical Evaluation System for Table Tennis Players

  2024cites this paper
• Multi-dimensional task recognition for human-robot teaming: literature review

  2023cites this paper
• Identifying Users based on their Activity Pattern using Machine Learning

  2023cites this paper
• Generalization of Fitness Exercise Recognition from Doppler Measurements by Domain-adaption and Few-Shot Learning

  2023cites this paper
• Encyclopedia of Information Systems and Technology

  2023cites this paper
• Towards a mobile system with a new wearable device and an AI application for walking and running activities

  2023cites this paper
• Assessment of Human Activity Recognition based on Impact of Feature Extraction Prediction Accuracy

  2023influential citation
• Analysis of Mobile Accelerometer Sensor Movement Using Machine Learning Algorithm

  2023cites this paper
• Indoor PDR Trajectory Matching by Gyroscope and Accelerometer Signal Sequence Without Initial Motion State

  2023cites this paper
• Smartphone-derived Virtual Keyboard Dynamics Coupled with Accelerometer Data as a Window into Understanding Brain Health: Smartphone Keyboard and Accelerometer as Window into Brain Health

  2023cites this paper
• Fine-Grained Motion Recognition in At-Home Fitness Monitoring with Smartwatch: A Comparative Analysis of Explainable Deep Neural Networks

  2023cites this paper
• Fruit Picker Activity Recognition with Wearable Sensors and Machine Learning

  2023cites this paper
• A Tutorial on Internet of Behaviors: Concept, Architecture, Technology, Applications, and Challenges

  2023cites this paper
• Track and field training state analysis based on acceleration sensor and deep learning

  2023cites this paper
• Human activity recognition based on multi-modal fusion

  2023cites this paper
• Traffic Pattern Recognition Method with XGBoost Based on Multi-scale Features

  2023cites this paper
• A novel approach for suspicious activity detection with deep learning

  2023cites this paper
• Identifying the walking patterns of visually impaired people by extending white cane with smartphone sensors

  2023cites this paper
• A clustering method for power time series curves based on improved self-organizing mapping algorithm

  2023cites this paper
• Temporal Action Localization for Inertial-based Human Activity Recognition

  2023cites this paper
• Statistical Analysis of Accelerations in Car Movement

  2023cites this paper
• Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition

  2023cites this paper
• Anomaly Detection in Multi-Wavelength Photoplethysmography Using Lightweight Machine Learning Algorithms

  2023cites this paper
• AI-based personalized Human Activity Recognition in walking and trekking sports: A case study

  2023cites this paper
• Leveraging a Smartwatch for Activity Recognition in Salat

  2023cites this paper
• Design of Recognition and Evaluation System for Table Tennis Players' Motor Skills Based on Artificial Intelligence

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

  2023cites this paper
• Implicit Multimodal Crowdsourcing for Joint RF and Geomagnetic Fingerprinting

  2023cites this paper
• Realtime Evaluation of Cardiac Activities Using Multi Features with KNN Classifier - A Pilot Study

  2023cites this paper
• FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things

  2023cites this paper
• Ransomware Detection Service: Execution and Analysis Using Machine Learning Techniques

  2023cites this paper
• Walking to Authenticate: Identifying Robust Behavioral Biometrics from Step Count Data

  2023cites this paper
• Multiple Ensembling Techniques for Monitoring the Physical Activities and Predicting the Performance of the Students

  2022cites this paper
• Enriching teachers’ assessments of rhythmic Forró dance skills by modelling motion sensor data

  2022cites this paper
• Ensemble-based Intrusion Detection for Internet of Things Devices

  2022cites this paper
• Multimodal Attention Networks for Human Activity Recognition From Earable Devices

  2022cites this paper
• Machine learning-based software sensors for machine state monitoring - The role of SMOTE-based data augmentation

  2022cites this paper
• Real-time wearable-device based activity recognition using machine learning methods

  2022cites this paper
• Investigating Domain-agnostic Performance in Activity Recognition using Accelerometer Data

  2022cites this paper
• Development of an integrated fatigue measurement system for construction workers: a feasibility study

  2022cites this paper
• Design of methods for impact detection in geotechnical protection fences using Machine Learning

  2022cites this paper
• Domain Generalization for Activity Recognition via Adaptive Feature Fusion

  2022cites this paper
• ABIPA: ARIMA-Based Integration of Accelerometer-Based Physical Activity for Adolescent Weight Status Prediction

  2022cites this paper
• Improving work detection by segmentation heuristics pre-training on factory operations video

  2022cites this paper
• A Wearable and Internet-Of-Things (IoT) Application for Sleep Detection and Lighting Control using AI and Machine Learning Techniques

  2022cites this paper
• Excerpt of PPGface: Like What You Are Watching? Earphones Can “Feel” Your Facial Expressions

  2022cites this paper
• EchoIA: A Cloud-Based Implicit Authentication Leveraging User Feedback

  2022cites this paper
• SemiPFL: Personalized Semi-Supervised Federated Learning Framework for Edge Intelligence

  2022cites this paper
• A detective and corrective exercise assistant using computer vision and machine learning

  2022cites this paper
• Federated Markov Logic Network for indoor activity recognition in Internet of Things

  2022cites this paper
• A method of classification decision based on multi-BiLSTMs for physical loads hierarchy

  2022cites this paper
• Pengenalan Aktivitas Manusia Menggunakan Sensor Akselerometer dan Giroskop pada Smatphone dengan Metode K-Nearest Neighbor

  2022cites this paper
• SAMoSA

  2022cites this paper
• Construction of Intelligent Nursing System Based on Visual Action Recognition Algorithm

  2022cites this paper
• A Comprehensive Survey on Human Activity Recognition Using Sensing Technology

  2022cites this paper
• Determining the most relevant frequency bands in motion identification by accelerometer sensors

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

  2022cites this paper
• Sex inequality driven by dispersal.

  2022cites this paper
• Homogenization of Existing Inertial-Based Datasets to Support Human Activity Recognition

  2022cites this paper
• WatchAuth: User Authentication and Intent Recognition in Mobile Payments using a Smartwatch

  2022cites this paper
• An IoT System with Business Card-Type Sensors for Collaborative Learning Analysis

  2022cites this paper