Transition-Aware Human Activity Recognition Using Smartphones

Probabilistic Outputs for Support vector Machines and Comparisons to Regularized Likelihood Methods

John Platt · 1999 · 4.9K citations

Computing, Computer Science, Data Mining +12

Activity recognition using cell phone accelerometers

Jennifer R. Kwapisz, Gary M. Weiss, Samuel Moore · ACM SIGKDD Explorations Newsletter · 2011 · 2.9K citations

Computing, Data Science, Data Mining +16

A Survey on Human Activity Recognition using Wearable Sensors

Óscar D. Lara, Miguel A. Labrador · IEEE Communications Surveys & Tutorials · 2012 · 2.6K citations

Computing, Computer Science, Human-computer Interaction +15

A survey on vision-based human action recognition

Ronald Poppe · Image and Vision Computing · 2009 · 2.3K citations

Computing, Autonomous Systems, Computer Science +12

Improvements to Platt's SMO Algorithm for SVM Classifier Design

S. Sathiya Keerthi, Shirish Shevade, Chiranjib Bhattacharyya et al. · Neural Computation · 2001 · 1.8K citations

Computing, Computer Science, Algorithms +12