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IMChew: Chewing Analysis using Earphone Inertial Measurement Units
https://mobile-systems.cl.cam.ac.uk/papers/bodysys24-yang.pdf2 May 2024: Copyrights for third-party components of this work must be honored. For all other uses, contactthe owner/author(s).MOBISYS ’24, June 3–7, 2024, Minato-ku, Tokyo, Japan 2024 Copyright ... held by the owner/author(s).ACM ISBN -
Publications
https://mobile-systems.cl.cam.ac.uk/publications.html17 May 2024: 25 (4), 24-29. December 2021. Breaking away from labels: the promise of self-supervised machine learning in intelligent health. -
39 WILDSENSING: Design and Deployment of a Sustainable SensorNetwork…
https://mobile-systems.cl.cam.ac.uk/papers/tosn2011.pdf27 Apr 2011: Consequently the neighbor detection period was reduced to three seconds.Thirdly, the neighborhood cache entries were set to be valid for 24 hours. ... Throughoutour evaluation, we used N = 24 1-hour timeslots, that is T = 3600s. -
Emotion Recognition from Speech Signals byMel-Spectrogram and a…
https://mobile-systems.cl.cam.ac.uk/papers/EMBC24.pdf2 May 2024: TABLE IOVERVIEW OF THE SPEECH DATASET USED IN THIS WORK. Description RAVDESS DEMoSNumber of subjects 24 65Male:Female 12:12 42:23Age (years) 26.03.8 23.74.3Duration of speech ... Additionally, we used a mini-batch size of 24 andtrained for 50 epochs. -
Exploiting Logical Mobility in Mobile Computing Middleware Stefanos…
https://mobile-systems.cl.cam.ac.uk/papers/mts02.pdf29 Feb 2008: IEEE Trans. on Software Engineering, 24(5). [2] C. Mascolo, L. Capra, S. -
Detecting Foot Strikes during Running with Earbuds
https://mobile-systems.cl.cam.ac.uk/papers/bodysys24-dong.pdf2 May 2024: Request permissions from permissions@acm.org.BodySys ’24, June 3–7, 2024, Minato-ku, Tokyo, Japan 2024 Copyright held by the owner/author(s). ... Publication rights licensedto ACM.ACM ISBN 979-8-4007-0581-6/24/06. $15.00https://doi.org/10.1145/3643832 -
Uncertainty-informed On-device PersonalisationUsing Early Exit…
https://mobile-systems.cl.cam.ac.uk/papers/eusipco23.pdf22 Jul 2023: 4 early exitswere inserted after layers 8, 24, 40 and 56 for ResNet18 andlayers 4, 11, 18 and 25 for VGG16 following a ’Semantic’exit strategy and capacity factor γ = ... In absolute terms, this is a significant reductionfrom 88.4kJ to 18.3kJ -
Yawning Detection using Earphone Inertial Measurement Units
https://mobile-systems.cl.cam.ac.uk/papers/smartwear23.pdf4 Oct 2023: Existing studieshave intensively investigated automatic and reliable yawn-ing detection techniques using vision-based [4, 7, 21, 24,28], wireless-based [27], and wearable-based [9] techniques.However, vision-based solutions ... Yawning detection. -
A First Step Towards On-Device Monitoringof Body Sounds in the Wild
https://mobile-systems.cl.cam.ac.uk/papers/wellcomp_20.pdf30 Jul 2020: Cardiac Cycle: The heart consists of 4 chambers: 2 atria, and 2ventricles [24]. ... This process is shown in Figure 1; for moredetail, we refer the reader to Gersh [24]. -
IMPROVING FEATURE GENERALIZABILITY WITH MULTITASK LEARNING IN…
https://mobile-systems.cl.cam.ac.uk/papers/icassp22-ma.pdf22 Apr 2022: 74.17. 76.7974.4876.2275.24. 76.86. (a). 1 He. ad[5. ]. 2 He. ... 24] Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, BingXu, David Warde-Farley, Sherjil Ozair, Aaron Courville, andYoshua Bengio, “Generative adversarial nets,” Advances inneural -
SIGCHI Conference Proceedings Format
https://mobile-systems.cl.cam.ac.uk/papers/ubicomp2013.pdf1 Jul 2013: In this subset, users are less fre-quently at home (39.24% vs. ... Dev 6.50 7.21 3.69 7.24. Surveys ReceivedTotal 127 116 78 85Average 9.77 7.73 4.33 6.07Std. -
SATIN: A Component Model for Mobile SelfOrganisation Stefanos…
https://mobile-systems.cl.cam.ac.uk/papers/doa04.pdf29 Feb 2008: Lime [24] is a mobile computing middleware sys-tem that allows mobile agents to roam to various hosts sharing tuple spaces.PeerWare [8] allows mobile hosts to share data, using logical ... 24(5):342–361, May 1998.13. Kurt Granroth. Using KDE components -
Centrality Prediction in Dynamic Human Contact Networks
https://mobile-systems.cl.cam.ac.uk/papers/computernets12.pdf11 Jan 2012: decreases the correlation (-0.00832 at 12 hour difference); and third, at 24 hour difference the correlation. ... Second, we can see the pattern of repeated peaks with 24-hour time difference although this trend. -
1-4244-1455-5/07/$25.00 c©2007 IEEE Opportunistic Mobile Sensor Data…
https://mobile-systems.cl.cam.ac.uk/papers/mass07.pdf29 Feb 2008: More refinedtechniques include epidemically inspired approaches [24],which would randomly spread the data over the sensor net-work, so that eventually a sink could be reached. ... In the area of mobile ad hoc net-working, for instance, epidemic routing -
Designing Mobility Models basedon Social Networks Theory Mirco…
https://mobile-systems.cl.cam.ac.uk/papers/mc2r07.pdf29 Feb 2008: Until now, in general, real movement traces havebeen rarely used for evaluation and testing of proto-cols and systems for mobile networks, with the onlyexception of [24] and [9], in which ... Tuduce and Gross in [24] present a mobility modelbased on real -
SenShare: Transforming Sensor Networks IntoMulti-Application Sensing…
https://mobile-systems.cl.cam.ac.uk/papers/ewsn2012.pdf20 Dec 2011: 23.5. 24. 24.5. 00 04 08 12 16 20 00 04 08 12 16 20 00. -
EmotionSense: A Mobile Phones based Adaptive Platform for…
https://mobile-systems.cl.cam.ac.uk/papers/Ubicomp10.pdf29 Jun 2010: users over 24 hours. ... RELATED WORKIn the past years, we have witnessed an increasing interest inthe use of ubiquitous technologies for measuring and mon-itoring user behavior [24]. -
imwut20a-sub7831-cam-i26
https://mobile-systems.cl.cam.ac.uk/papers/contauth.pdf9 Nov 2020: ADAM was used as an optimizer [24]with a default learning rate of 0.001 unless otherwise stated and mini-batch sizes of 32 (default). -
Distance Matters: Geo-social Metrics for Online Social Networks…
https://mobile-systems.cl.cam.ac.uk/papers/wosn2010.pdf25 May 2010: Seed users were acquired by accessingthe public timeline over 24 hours and then 1,000 userswere randomly selected among all the users retrieved.The duration of the crawl was 9 days, ... 19–24. [11] KUMAR, R., NOVAK, J., AND TOMKINS, A. Structure and Evo -
Selective Reprogramming of Mobile Sensor Networksthrough Social…
https://mobile-systems.cl.cam.ac.uk/papers/ewsn10.pdf12 Dec 2009: In TinyCubus [24], code is disseminated to all nodeswith a given role, e.g., all cluster-heads. ... In Proc. of the SIGCOMMWkshp. on Challenged Networks (CHANTS), 2006. 24.
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