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References from Human activity recognition using multisensor data fusion based on Reservoir Computing. Local targets link to admitted publications; unresolved targets remain external evidence.
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An experimental characterization of reservoir computing in ambient assisted living applications
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Forecast-driven enhancement of received signal strength (RSS)-based localization systems
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Evaluation of a threshold-based tri-axial accelerometer fall detection algorithm
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10.4108/icst.pervasivehealth.2012.248714
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10.1007/978-3-319-04129-2_15
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The mobile sensing platform: An embedded activity recognition system
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Detection of daily activities and sports with wearable sensors in controlled and uncontrolled conditions
10.1109/titb.2007.899496 · 2008 · External reference
Architectural and Markovian factors of echo state networks
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10.1109/icmlc.2008.4620779
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10.1007/978-3-642-41043-7_1
10.1007/978-3-642-41043-7_1 · External reference
Harnessing nonlinearity: Predicting chaotic systems and saving energy in wireless communication
10.1126/science.1091277 · 2004 · External reference
Optimization and applications of echo state networks with leaky-integrator neurons
10.1016/j.neunet.2007.04.016 · 2007 · External reference
Implementation of a real-time human movement classifier using a triaxial accelerometer for ambulatory monitoring
10.1109/titb.2005.856864 · 2006 · External reference
A triaxial accelerometer-based physical-activity recognition via augmented-signal features and a hierarchical recognizer
10.1109/titb.2010.2051955 · 2010 · External reference
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10.1007/978-3-642-41043-7_2
10.1007/978-3-642-41043-7_2 · External reference
Rehabilitation robotics: Performance-based progressive robot-assisted therapy
10.1023/a:1024494031121 · 2003 · External reference
Activity recognition on streaming sensor data
10.1016/j.pmcj.2012.07.003 · 2014 · External reference
Activity recognition using cell phone accelerometers
10.1145/1964897.1964918 · 2011 · External reference
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A survey on human activity recognition using wearable sensors
10.1109/surv.2012.110112.00192 · 2013 · External reference
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10.1109/bsn.2009.46 · External reference
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Accelerometer-based activity recognition in construction
10.1061/(asce)cp.1943-5487.0000097 · 2011 · External reference
10.1109/iembs.2009.5334925
10.1109/iembs.2009.5334925 · External reference
Reservoir computing approaches to recurrent neural network training
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Reservoir computing trends
10.1007/s13218-012-0204-5 · 2012 · External reference
Machine learning methods for classifying human physical activity from on-body accelerometers
10.3390/s100201154 · 2010 · External reference
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10.1109/ijcnn.2011.6033541
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Behavior analysis for assisted living
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Using tri-axial acceleration data to identify behavioral modes of free-ranging animals: General concepts and tools illustrated for griffon vultures
10.1242/jeb.058602 · 2012 · External reference
Classification of aggressive behaviour in pigs by activity index and multilayer feed forward neural network
10.1016/j.biosystemseng.2014.01.005 · 2014 · External reference
10.1007/978-3-642-41043-7_3
10.1007/978-3-642-41043-7_3 · External reference
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10.1109/iscc.2014.6912623 · External reference
Sensor network infrastructure for a home care monitoring system
10.3390/s140303833 · 2014 · External reference
Personalization algorithm for real-time activity recognition using PDA, wireless motion bands, and binary decision tree
10.1109/titb.2010.2055060 · 2010 · External reference
Activity classification using realistic data from wearable sensors
10.1109/titb.2005.856863 · 2006 · External reference
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10.1145/941350.941354 · External reference
10.1007/978-3-319-01781-5_12
10.1007/978-3-319-01781-5_12 · External reference
Inferring activities from interactions with objects
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An introduction to hidden Markov models
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A survey on ambient-assisted living tools for older adults
10.1109/jbhi.2012.2234129 · 2013 · External reference
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10.1007/978-3-319-11776-8_119
10.1007/978-3-319-11776-8_119 · External reference
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A systematic analysis of performance measures for classification tasks
10.1016/j.ipm.2009.03.002 · 2009 · External reference
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10.1007/978-3-540-73954-8_5 · External reference
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10.1109/iswc.2002.1167218 · External reference
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10.1109/72.788640 · 1999 · External reference
An experimental unification of reservoir computing methods
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Modular construction of time-delay neural networks for speech recognition
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Phoneme recognition using time-delay neural networks
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Recognizing multi-user activities using wearable sensors in a smart home
10.1016/j.pmcj.2010.11.008 · 2011 · External reference
Performance metrics for activity recognition
10.1145/1889681.1889687 · 2011 · External reference
Highly accurate recognition of human postures and activities through classification with rejection
10.1109/jbhi.2013.2287400 · 2014 · External reference
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