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IEEE JOURNAL OF BIOMEDICAL AND HEALTH IN-FORMATICS 1…
https://mobile-systems.cl.cam.ac.uk/papers/JBHI24Xia.pdf8 Apr 2024: The datasets used encompassvarious modalities, and all of them exhibit severe classimbalance, making them ideal test beds for the evaluation. ... FOLDS WITH DIFFERENT SEEDS. #TEST IS THE TESTING SIZE. C IS THE NUMBER OF CLASSES AND D IS THE INPUT DATA -
EmotionSense: A Mobile Phones based Adaptive Platform for…
https://mobile-systems.cl.cam.ac.uk/papers/Ubicomp10.pdf29 Jun 2010: We will present the results of some of these tests asmethodological example in the next section. ... A separate,held-out dataset was used to test the accuracy of the speakerrecognition component. -
OESense: Employing Occlusion Effect for In-ear Human Sensing
https://mobile-systems.cl.cam.ac.uk/papers/mobisys21.pdf25 May 2021: Otherwise, the user needs to adjustthe earbud and perform the fit test again. ... For each iter-ation in the leave-one-out tests, we include different amounts ofdata from the testing subject for training and test on the rest. -
Yawning Detection using Earphone Inertial Measurement Units
https://mobile-systems.cl.cam.ac.uk/papers/smartwear23.pdf4 Oct 2023: learning and ensure fair test-ing. ... A set ofusers making up around 25% of all data was selected, then80% of the data from these users was selected (20% of thetotal data) to be the test set. -
Writing on the Clean Slate:Implementing a Socially-Aware Protocol in…
https://mobile-systems.cl.cam.ac.uk/papers/aoc08.pdf17 Apr 2008: 4.4 Functional Testing. In order to perform a functional test of the integration ofGently in Haggle, we have set up a testbed of four desk-top computers equipped with 108 ... We randifferent test to observe if the asynchronous delivery pro-cess was -
1 On the Effectiveness of an OpportunisticTraffic Management System…
https://mobile-systems.cl.cam.ac.uk/papers/its11.pdf13 Sep 2011: Tests were run ona 4 km 7 km urban area in Tokyo, area which contained85 intersections. ... We performed two tests:One-hop gossiping: In this experiment, each vehicle gos-. -
Proceedings on Privacy Enhancing Technologies ..; .. (..):1–17…
https://mobile-systems.cl.cam.ac.uk/papers/pets2018-manousakas.pdf15 Mar 2018: method tests graphicalmodels of varying orders and selects the optimal orderby balancing the model complexity and the explanatorypower of observations. ... To do so, the adver-sary computes the pairwise distances between trainingmobility networks and -
Experience in deploying wearable devices for office analytics
https://mobile-systems.cl.cam.ac.uk/papers/cscw16.pdf29 Mar 2016: At the end of the deployment, we asked our participants tocomplete a Big-5 personality test in order to capture theirpersonality traits. -
Exploiting Place Features in Link Prediction onLocation-based Social…
https://mobile-systems.cl.cam.ac.uk/papers/kdd2011.pdf30 May 2011: we test what predic-tion performance can be achieved by using only one featureclass with respect to the full model. ... used. Results averagedthe three snapshots and over 20 different randomtraining and test sets. -
Enabling On-Device Smartphone GPU basedTraining: Lessons Learned…
https://mobile-systems.cl.cam.ac.uk/papers/perfail22.pdf4 Feb 2022: These details are described next. Model Architecture. Having failed at beating the CPU inthe experiments devised above, we move on to trying outdifferent architectures to test how size affects the
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