Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition

Deep Convolutional Neural Networks for Large-scale Speech Tasks

(2015) Tara N. Sainath et al.   NEURAL NETWORKS

A tutorial on human activity recognition using body-worn inertial sensors

(2014) Andreas Bulling et al.   ACM COMPUTING SURVEYS

In-Home Activity Recognition: Bayesian Inference for Hidden Markov Models

(2014) Francisco Javier Ordonez et al.   IEEE PERVASIVE COMPUTING

The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition

(2013) Ricardo Chavarriaga et al.   PATTERN RECOGNITION LETTERS

Activity recognition for creatures of habit

(2013) Dawud Gordon et al.   Personal and Ubiquitous Computing

A review of wearable sensors and systems with application in rehabilitation

(2012) Shyamal Patel et al.   Journal of NeuroEngineering and Rehabilitation

The mobile fitness coach: Towards individualized skill assessment using personalized mobile devices

(2012) Matthias Kranz et al.   Pervasive and Mobile Computing

Preprocessing techniques for context recognition from accelerometer data

(2010) Davide Figo et al.   Personal and Ubiquitous Computing

Keeping the Resident in the Loop: Adapting the Smart Home to the User

(2009) P. Rashidi et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS

Activity identification using body-mounted sensors—a review of classification techniques

(2009) Stephen J Preece et al.   PHYSIOLOGICAL MEASUREMENT

Wearable Activity Tracking in Car Manufacturing

(2008) Thomas Stiefmeier et al.   IEEE PERVASIVE COMPUTING