Daniel Roggen

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

Francisco Ordóñez, Daniel Roggen · Sensors · 2016 · 2.6K citations · Full text

Computing, Computer Science, Machine Learning +16

Collecting complex activity datasets in highly rich networked sensor environments

Daniel Roggen, Alberto Calatroni, Mirco Rossi et al. · 2010 · 755 citations · Full text

Computing, Computer Systems, Machine Learning +14

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

Ricardo Chavarriaga, Hesam Sagha, Alberto Calatroni et al. · Pattern Recognition Letters · 2013 · 735 citations · Full text

Computing, Data Science, Machine Learning +12

Wearable Assistant for Parkinson’s Disease Patients With the Freezing of Gait Symptom

Marc Bächlin, Meir Plotnik, Daniel Roggen et al. · IEEE Transactions on Information Technology in Biomedicine · 2009 · 697 citations

Medicine, Neurology, Rehabilitation Medicine +17

Wearable Activity Tracking in Car Manufacturing

Thomas Stiefmeier, Daniel Roggen, Georg Ogris et al. · IEEE Pervasive Computing · 2008 · 369 citations

Engineering, Industrial Engineering, Manufacturing Engineering +17