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Where Online Friends Meet: Social Communities in Location-based…
https://mobile-systems.cl.cam.ac.uk/papers/icwsm12poster.pdf13 Mar 2012: A new generation of online ser-vices has recently enabled such analysis: location-based so-cial networks are mobile social services built around loca-tion sharing. ... New York,NY, USA: ACM.Backstrom, L.; Sun, E.; and Marlow, C. 2010. -
Exploring On-Device Learning Using Few Shots forAudio Classification…
https://mobile-systems.cl.cam.ac.uk/papers/euspico22.pdf24 Aug 2022: due to its high accuracy and efficiency.This is akin to a scenario where a pretrained model (trainedwith a few shot learning method) can be used to identify new. ... Through a large number of experiments, we show that thesemethods can adapt to new -
Towards Adversarial Robustness with Early Exit Ensembles Lorena…
https://mobile-systems.cl.cam.ac.uk/papers/embc22-qendro.pdf22 Apr 2022: Current mitigation techniques often rely onexpensive re-training procedures as new attacks emerge. ... In a real world deployment, earlyexit ensembles have the potential to have a high level ofrobustness provided by adversarial training of known -
IMChew: Chewing Analysis using Earphone Inertial Measurement Units
https://mobile-systems.cl.cam.ac.uk/papers/bodysys24-yang.pdf2 May 2024: Meanwhile, LOSO CV better reflectsthe real-world application since all new users are unseen bythe system. ... This is inaccuratesince, during sessions of eating activities, participants pauseand stop chewing every now and then to put more foodin their -
Experience in deploying wearable devices for office analytics
https://mobile-systems.cl.cam.ac.uk/papers/cscw16.pdf29 Mar 2016: Sharing serendipityin the workplace. In Proceedings of the Third Inter-national Conference on Collaborative Virtual Environ-ments (New York, NY, USA, 2000), CVE ’00, ACM. ... 8] PENTLAND, A. The new science of building greatteams. Harvard Business -
An Empirical Study of Geographic User Activity Patterns in ...
https://mobile-systems.cl.cam.ac.uk/papers/icwsm11poster.pdf5 Apr 2011: Switching our view to the 100 to 500 minuteinterval, the analysis reveals a new class of place/activitytransitions. ... The eighth transition with a distance of 3973.3 kmis that between LAX and JFK Airport in New York. -
Efficient Node Discovery in Mobile WirelessSensor Networks Vladimir…
https://mobile-systems.cl.cam.ac.uk/papers/dcoss08.pdf4 Apr 2008: As it discovers new nodes it dynamically reajustsits budget according to the following steps. ... In: SenSys’06: Proceedings of the 4th international conference on Embeddednetworked sensor systems, New York, NY, USA, ACM Press (2006) 321–334. -
Uncertainty Estimation with Data Augmentationfor Active Learning…
https://mobile-systems.cl.cam.ac.uk/papers/embc23-vavaroutas.pdf19 May 2023: AL interactively queries the oracle to label new –previouslyunlabelled– signals at each training pass [3], making it idealfor clinical tasks where labelled samples are scarce. ... The samples inthe newly-labelled batch then enter the labelled pool. -
Trust and Mobility Aware Service Provision forPervasive Computing…
https://mobile-systems.cl.cam.ac.uk/papers/trustmob.pdf29 Feb 2008: News headlines, stock market levels: someone able to access the Internetthrough a GPRS phone could forward updates to others. – ... Gaming: devices could participate in a shared game during their trip.– Software components: new -
Uncertainty-informed On-device PersonalisationUsing Early Exit…
https://mobile-systems.cl.cam.ac.uk/papers/eusipco23.pdf22 Jul 2023: V. CONCLUSIONThis paper puts forward a new method for on-device neural. -
Enabling On-Device Smartphone GPU basedTraining: Lessons Learned…
https://mobile-systems.cl.cam.ac.uk/papers/perfail22.pdf4 Feb 2022: e., forward pass) [1], [2].To name a few, weight quantization [1], [3], pruning [2], vectorquantization [4], and new neural architectures [5], [6] havebeen proposed to make inference more efficient. ... Instead of finding a new dataset to meet our input -
IMPROVING FEATURE GENERALIZABILITY WITH MULTITASK LEARNING IN…
https://mobile-systems.cl.cam.ac.uk/papers/icassp22-ma.pdf22 Apr 2022: model will be fine-tuned with new data received over time (and apart of the old data). ... So, the question is how to obtain a set ofweights that is more transferable to new classes. -
Middleware and Management Support for Programmable QoS-Network…
https://mobile-systems.cl.cam.ac.uk/papers/iwan02.pdf29 Feb 2008: The grammar of the policy definition language can be modified as well in order to allow thedefinition of new policy constructs. ... the policy, we could transmit a new schemawith a specific XPath expression to define the update point in the schema. -
Investigating Domain-agnostic Performance in Activity Recognition…
https://mobile-systems.cl.cam.ac.uk/papers/hasca22.pdf5 Sep 2022: domain. This implies that models are domain specific; for each new target domain, retraining is required. ... 2012. Introducing a New Benchmarked Dataset for Activity Monitoring. In 2012 16th International. -
An XML based Middleware for Peer-to-Peer Computing Cecilia Mascolo,…
https://mobile-systems.cl.cam.ac.uk/papers/p2p.pdf29 Feb 2008: Application engineers have to deal with a new setof problems caused by mobility, such as low bandwidth,context changes or loss of connectivity. ... These enable new classes of appli-cations to exploit, for example, the ability to form ad-hocworkgroups -
Head Motion Tracking Through in-Ear Wearables
https://mobile-systems.cl.cam.ac.uk/papers/earcomp19.pdf11 Sep 2019: Trends inHearing, 22:2331216518814388, 2018. [6] W. R. Hamilton. Lectures on Quaternions: Containing a SystematicStatement of a New Mathematical Method. ... In Proceedings of the 4th ACM Workshop on WearableSystems and Applications, WearSys ’18, pages -
socialsensing.dvi
https://mobile-systems.cl.cam.ac.uk/papers/mcss12.pdf9 May 2012: In Proceedings ofACM MobiSys 2007, pages 127–138, New York, USA,June 2007. ... networking, MobiCom ’11, pages 73–84, New York,NY, USA, 2011. ACM. [21] J. -
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: In Proceedingsof ACM Conference (Conference’17). ACM, New York, NY, USA, 4 pages.https://doi.org/10.1145/nnnnnnn.nnnnnnn. ... In MobiSys (Bretton Woods, New Hampshire, USA). 2–13. [17] Rubin et al. -
The RUNES Middleware: A ReconfigurableComponent-based Approach to…
https://mobile-systems.cl.cam.ac.uk/papers/pimrc05.pdf29 Feb 2008: Further, aCF can define a suitable state-transfer protocol to carry-overessential state from the old component to the new one. ... On this basis, the Event Notification componentmight decide to use the architecture or reconfiguration meta-model to switch -
Evaluating Context Information Predictabilityfor Autonomic…
https://mobile-systems.cl.cam.ac.uk/papers/acc2006.pdf29 Feb 2008: 3] R. E. Kalman. A new approach to linear filtering and pre-diction problems. ... Noble. Mobile network estimation. In Pro-ceedings of MobiCom ’01, pages 298–309, New York, NY,USA, 2001.
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