article Open AccessTop 1% cited
Transition-Aware Human Activity Recognition Using Smartphones
Neurocomputing · 2015 · Vol. 171 · pp. 754–767
Jorge-L. Reyes-Ortiz✉(University of Genoa)Luca Oneto(University of Genoa)Albert Samà(Universitat Politècnica de Catalunya)Xavier Parra(Universitat Politècnica de Catalunya)Davide Anguita(University of Genoa)
Context-Aware Activity Recognition SystemsNon-Invasive Vital Sign MonitoringHuman Pose and Action RecognitionActivity recognitionComputer scienceArchitectureProbabilistic logicHeuristicSupport vector machineBaseline (sea)Artificial intelligenceMachine learningWearable computer
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References
Human activity analysis
ACM Computing Surveys · 2011 · 2,039 citations
A tutorial on human activity recognition using body-worn inertial sensors
ACM Computing Surveys · 2014 · 1,595 citations
Machine Learning Methods for Classifying Human Physical Activity from On-Body Accelerometers
Sensors · 2010 · 771 citations
Improvements to Platt's SMO Algorithm for SVM Classifier Design
Neural Computation · 2001 · 1,809 citations
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