Human activity recognition using multisensor data fusion based on Reservoir Computing

Classification of aggressive behaviour in pigs by activity index and multilayer feed forward neural network

(2014) Maciej Oczak et al.   BIOSYSTEMS ENGINEERING

Sensor Network Infrastructure for a Home Care Monitoring System

(2014) Filippo Palumbo et al.   SENSORS

Highly Accurate Recognition of Human Postures and Activities Through Classification With Rejection

(2014) Wenlong Tang et al.   IEEE Journal of Biomedical and Health Informatics

An experimental characterization of reservoir computing in ambient assisted living applications

(2013) Davide Bacciu et al.   NEURAL COMPUTING & APPLICATIONS

A Survey on Ambient-Assisted Living Tools for Older Adults

(2013) Parisa Rashidi et al.   IEEE Journal of Biomedical and Health Informatics

Forecast-Driven Enhancement of Received Signal Strength (RSS)-Based Localization Systems

(2013) Paolo Barsocchi et al.   ISPRS International Journal of Geo-Information

A Survey on Human Activity Recognition using Wearable Sensors

(2012) Oscar D. Lara et al.   IEEE Communications Surveys and Tutorials

Using tri-axial acceleration data to identify behavioral modes of free-ranging animals: general concepts and tools illustrated for griffon vultures

(2012) R. Nathan et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

Activity recognition on streaming sensor data

(2012) Narayanan C. Krishnan et al.   Pervasive and Mobile Computing

Performance metrics for activity recognition

(2012) Jamie A. Ward et al.   ACM Transactions on Intelligent Systems and Technology

Architectural and Markovian factors of echo state networks

(2011) Claudio Gallicchio et al.   NEURAL NETWORKS

Behavior Analysis for Assisted Living

(2010) Dorothy N. Monekosso et al.   IEEE Transactions on Automation Science and Engineering

Personalization Algorithm for Real-Time Activity Recognition Using PDA, Wireless Motion Bands, and Binary Decision Tree

(2010) J Pärkkä et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

A Triaxial Accelerometer-Based Physical-Activity Recognition via Augmented-Signal Features and a Hierarchical Recognizer

(2010) A M Khan et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Accelerometer-Based Activity Recognition in Construction

(2010) Liju Joshua et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

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

(2010) Andrea Mannini et al.   SENSORS

Recognizing multi-user activities using wearable sensors in a smart home

(2010) Liang Wang et al.   Pervasive and Mobile Computing

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT

The Mobile Sensing Platform: An Embedded Activity Recognition System

(2008) Tanzeem Choudhury et al.   IEEE PERVASIVE COMPUTING

Detection of Daily Activities and Sports With Wearable Sensors in Controlled and Uncontrolled Conditions

(2008) M. Ermes et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE