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  2. Where Online Friends Meet: Social Communities in Location-based…

    https://mobile-systems.cl.cam.ac.uk/papers/icwsm12poster.pdf
    13 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.
  3. Exploring On-Device Learning Using Few Shots forAudio Classification…

    https://mobile-systems.cl.cam.ac.uk/papers/euspico22.pdf
    24 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
  4. IMChew: Chewing Analysis using Earphone Inertial Measurement Units

    https://mobile-systems.cl.cam.ac.uk/papers/bodysys24-yang.pdf
    2 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
  5. Towards Adversarial Robustness with Early Exit Ensembles Lorena…

    https://mobile-systems.cl.cam.ac.uk/papers/embc22-qendro.pdf
    22 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
  6. Experience in deploying wearable devices for office analytics

    https://mobile-systems.cl.cam.ac.uk/papers/cscw16.pdf
    29 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
  7. An Empirical Study of Geographic User Activity Patterns in ...

    https://mobile-systems.cl.cam.ac.uk/papers/icwsm11poster.pdf
    5 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.
  8. Efficient Node Discovery in Mobile WirelessSensor Networks Vladimir…

    https://mobile-systems.cl.cam.ac.uk/papers/dcoss08.pdf
    4 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.
  9. Uncertainty Estimation with Data Augmentationfor Active Learning…

    https://mobile-systems.cl.cam.ac.uk/papers/embc23-vavaroutas.pdf
    19 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.
  10. Trust and Mobility Aware Service Provision forPervasive Computing…

    https://mobile-systems.cl.cam.ac.uk/papers/trustmob.pdf
    29 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
  11. Uncertainty-informed On-device PersonalisationUsing Early Exit…

    https://mobile-systems.cl.cam.ac.uk/papers/eusipco23.pdf
    22 Jul 2023: V. CONCLUSIONThis paper puts forward a new method for on-device neural.
  12. Enabling On-Device Smartphone GPU basedTraining: Lessons Learned…

    https://mobile-systems.cl.cam.ac.uk/papers/perfail22.pdf
    4 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
  13. IMPROVING FEATURE GENERALIZABILITY WITH MULTITASK LEARNING IN…

    https://mobile-systems.cl.cam.ac.uk/papers/icassp22-ma.pdf
    22 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.
  14. Middleware and Management Support for Programmable QoS-Network…

    https://mobile-systems.cl.cam.ac.uk/papers/iwan02.pdf
    29 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.
  15. Investigating Domain-agnostic Performance in Activity Recognition…

    https://mobile-systems.cl.cam.ac.uk/papers/hasca22.pdf
    5 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.
  16. An XML based Middleware for Peer-to-Peer Computing Cecilia Mascolo,…

    https://mobile-systems.cl.cam.ac.uk/papers/p2p.pdf
    29 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
  17. Head Motion Tracking Through in-Ear Wearables

    https://mobile-systems.cl.cam.ac.uk/papers/earcomp19.pdf
    11 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
  18. A First Step Towards On-Device Monitoringof Body Sounds in the Wild

    https://mobile-systems.cl.cam.ac.uk/papers/wellcomp_20.pdf
    30 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.
  19. socialsensing.dvi

    https://mobile-systems.cl.cam.ac.uk/papers/mcss12.pdf
    9 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.
  20. The RUNES Middleware: A ReconfigurableComponent-based Approach to…

    https://mobile-systems.cl.cam.ac.uk/papers/pimrc05.pdf
    29 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
  21. Evaluating Context Information Predictabilityfor Autonomic…

    https://mobile-systems.cl.cam.ac.uk/papers/acc2006.pdf
    29 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.
  22. Performance Analysis and Prediction ofPhysically Mobile Systems…

    https://mobile-systems.cl.cam.ac.uk/papers/wosp07.pdf
    29 Feb 2008: To this aim we introduced a new stereotype<<PHcontext>> with two tag values: PHdeploymentRef andPHTOTresTime.
  23. Adaptable Mobile Applications: ExploitingLogical Mobility in Mobile…

    https://mobile-systems.cl.cam.ac.uk/papers/mata03.pdf
    29 Feb 2008: be updated with new codecs.The telephone is equipped with a Wavelan card. ... used to build a new class of self-organising systemsand self-healing and context-aware mobile applications.
  24. Adaptive Distributed Indexing for Spatial Queries in Sensor Networks…

    https://mobile-systems.cl.cam.ac.uk/papers/mdds05.pdf
    5 Oct 2008: Email: {v.dyo| c.mascolo }@cs.ucl.ac.uk. Abstract. Sensor networks have opened new horizons and opportunities for a variety of environmental monitoring, surveillance and healthcare applications. ... 8] R. E. Kalman, A new approach to linear filtering and
  25. GeOpps: Geographical Opportunistic Routing for Vehicular Networks…

    https://mobile-systems.cl.cam.ac.uk/papers/aoc07.pdf
    29 Feb 2008: In SenSys ’06,pages 383–384, New York, NY, USA, 2006. ACM Press. ... In MobiHoc ’06, pages 108–119, New York, NY,USA, 2006. ACM Press.
  26. Exploring Semi-supervised Learning for Audio-based COVID-19…

    https://mobile-systems.cl.cam.ac.uk/papers/interspeech22.pdf
    5 Sep 2022: It can also improve modelgeneralisation. This potentially paves a new pathway of utilis-ing unlabelled data effectively to build more accurate and reli-able COVID-19 detection tools.Index Terms:
  27. XMILE : An XML based Approach for Programmable Networks ...

    https://mobile-systems.cl.cam.ac.uk/papers/aisb.pdf
    29 Feb 2008: For this we need to add a new pol-icy. Figure 5 shows the policy increment that is shippedto the router. ... P. Smith and D. Hutchison. New Telecommunication Ser-vices using Active and Programmable Networks.
  28. CROSS-DEVICE FEDERATED LEARNING FOR MOBILE HEALTH DIAGNOSTICS:A FIRST …

    https://mobile-systems.cl.cam.ac.uk/papers/ICASSP23-Xia.pdf
    24 Mar 2023: This opens a new way forprivacy-preserving diagnostic model development. Most existing diagnostic FL frameworks consider cooperationamong hospitals or health institutions with each participant contain-ing clinical data from multiple individuals
  29. Writing on the Clean Slate:Implementing a Socially-Aware Protocol in…

    https://mobile-systems.cl.cam.ac.uk/papers/aoc08.pdf
    17 Apr 2008: Section 4 contain the implementationdetails of the new protocol in Haggle and outlines the maindesign challenges. ... In Proceedingsof WDTN’05, pages 252–259, New York, NY, USA, 2005. ACM.
  30. Yawning Detection using Earphone Inertial Measurement Units

    https://mobile-systems.cl.cam.ac.uk/papers/smartwear23.pdf
    4 Oct 2023: here were used, the class imbalance between training anddeployment would hinder the generalisability onto new data;in such a case, the dataset should be only be balanced as faras the proportion ... Associationfor Computing Machinery, New York, NY, USA,
  31. Understanding Robustness of Mobile Networksthrough Temporal Network…

    https://mobile-systems.cl.cam.ac.uk/papers/infocom2011.pdf
    12 Jan 2011: We discuss some implications of our findings for the designof new systems and applications (Section IV). ... interval, single nodes have more opportunitiesto communicate directly with new nodes in the uncorrelatedcase.
  32. A Node Discovery Service forPartially Mobile Sensor Networks Vladimir …

    https://mobile-systems.cl.cam.ac.uk/papers/midsens07.pdf
    29 Feb 2008: Whenever a new encounter is dis-covered, an application registers it through the encounter()function. ... In SenSys’04: Proceedings of the 2nd international conferenceon Embedded networked sensor systems, pages 95–107,New York, NY, USA, 2004.
  33. Measuring User Activity on an OnlineLocation-based Social Network…

    https://mobile-systems.cl.cam.ac.uk/papers/netscicom2011.pdf
    1 Sep 2012: New York, NY, USA:ACM, 2006, pp. 611–617. [6] A. Mislove, M. ... New York, NY, USA: ACM, 2007, pp. 29–42. [7] A. Clauset, C.
  34. Use of Context-Awareness in Mobile Peer-to-Peer Networks Richard…

    https://mobile-systems.cl.cam.ac.uk/papers/cm-ftdcs2001.pdf
    29 Feb 2008: 1 Introduction. Mobile ad-hoc networks [19, 8] have emerged as an im-portant new research field, because of their high potentialand the problems that they present due to their highly ... The introduction of hierarchy and groupingwould introduce
  35. Open Source Smartphone Libraries for Computational Social Science

    https://mobile-systems.cl.cam.ac.uk/papers/mcss2013.pdf
    24 Jun 2013: In Proceedings of the13th International Conference on Ubiquitous Computing(UbiComp ’11), ACM (New York, NY, USA, 2011).
  36. nips2009.dvi

    https://mobile-systems.cl.cam.ac.uk/papers/nips2009.pdf
    4 Dec 2011: quality of the solutionf for new inputs:Rgen(f (x)) = Ex,y[(f (x), y)],whereEx,y[.] is the expectation with respect to pair(x, y). ... M. Lukose. Implicitstructure and the dynamics of blogspace.In Workshop on the Weblogging Ecosystem at WWW’04, New York
  37. An Ad Hoc Mobility Model Foundedon Social Network Theory ...

    https://mobile-systems.cl.cam.ac.uk/papers/mswim04.pdf
    29 Feb 2008: In this paper, we propose a new two-level mobility modelthat is founded on artificially generated social relationshipsamong the individuals carrying the mobile devices. ... If this does not happen, a new goal inside oneof the groups (including the
  38. Analysing Information Flows and Key Mediatorsthrough Temporal…

    https://mobile-systems.cl.cam.ac.uk/papers/sns10.pdf
    29 Mar 2010: 7] CBS News. Former Enron Trader Pleads Guilty.http://www.cbsnews.com/stories/2004/06/16/national/main623569.shtml, Aug. 2004. [8] CNN. ... 16] M. G. Kendall. A new measure of rank correlation.Biometrika, 30(1-2):81–93, 1938.
  39. wosn04-brown.dvi

    https://mobile-systems.cl.cam.ac.uk/papers/wosn12_brown.pdf
    18 Jun 2012: Bridging the gap between physical location andonline social networks. InProceedings of UbiComp ’10(New York, NY, USA, 2010), ACM, pp. ... InProceedings ofGROUP ’09(New York, NY, USA, 2009), ACM,pp. 281–290. [13] M ILGRAM , S.
  40. Collecting Big Datasets of Human ActivityOne Checkin at a ...

    https://mobile-systems.cl.cam.ac.uk/papers/hotplanet12.pdf
    17 May 2012: A survey on Foursquare users [9] describes a varietyof motivations ranging from personal tracking to discover-ing new friends. ... From this main screen, a button in theheader of the application allows to create a new checkin.
  41. Epcast: Controlled Dissemination in Human-based Wireless Networks…

    https://mobile-systems.cl.cam.ac.uk/papers/epcast.pdf
    24 Mar 2008: Information spreading can bemodelled with a simple model for disease spreading, the so-called SIR (Susceptible-Infected-Recovered) model [2]: a host is initially Susceptible to new information,then it becomes ... 11. K. Fall. A delay-tolerant network
  42. Mobile Health with Head-Worn Devices: Challenges and Opportunities

    https://mobile-systems.cl.cam.ac.uk/papers/earable-survey22.pdf
    5 Sep 2022: This leads to over-confidentwrong decisions when deploying in new environments, un-dermining the trust in these models. ... How to discover abrand new form or adapt existing forms for healthcare is a bigchallenge.
  43. Surveying Areas in Developing Regions Through Context Aware Drone…

    https://mobile-systems.cl.cam.ac.uk/papers/dronenets18.pdf
    10 May 2018: ACM, New York, NY, USA, 7 pages. https://doi.org/10.1145/3213526.3213532. Permission to make digital or hard copies of all or part of this work for personal orclassroom ... Schiffman. Drones flying high as new tool for field biologists, 2014.[21] P.
  44. Predicting the Spatio-Temporal Evolution of Chronic Diseases in…

    https://mobile-systems.cl.cam.ac.uk/papers/ijcai18.pdf
    10 May 2018: Good news is thatthe obesity cases in London decreased in the same period,which has been a serious health concern in UK for a longtime. ... consistent with the research findings in clinical medicine andphysiology, while others provide new insights into
  45. ICGes v1

    https://mobile-systems.cl.cam.ac.uk/papers/icges.pdf
    29 Feb 2008: solve a security problem. By identifying security. requirements on security mechanisms, these new. ... Security: a Soft Aproach. Proceedings of the Information Systems Conference of New Zealand.
  46. 978-1-4244-2575-4/08/$20.00 c©2008 IEEE Seal-2-Seal: A Delay-Tolerant …

    https://mobile-systems.cl.cam.ac.uk/papers/mass08.pdf
    17 Jul 2008: When a new contact is detected, the data disseminationphase is initiated, in which neighbouring nodes ex-change information about the currently stored contactsand synchronise the contacts between the two nodes.The ... Hall.Phoning home - a new GSM mobile
  47. Mining User Mobility Features for Next PlacePrediction in…

    https://mobile-systems.cl.cam.ac.uk/papers/icdm2012.pdf
    20 Oct 2012: This multi-dimensionalsource of data offers new possibilities to tackle establishedresearch problems on human mobility, but it also opens avenuesfor the development of novel mobile applications and services. ... VI. RELATED WORK. Even though
  48. SCAR: Context-aware Adaptive Routing inDelay Tolerant Mobile Sensor…

    https://mobile-systems.cl.cam.ac.uk/papers/dtmn06.pdf
    29 Feb 2008: 1. INTRODUCTIONThe proliferation of wireless sensors[1] and embedded com-. puting is imposing new challenges to the development of. ... In APSLOS-X, San Jose,October 2002. [12] R. E. Kalman. A new approach to linear filtering andprediction problems.
  49. Earbuds_Percom21 (1)

    https://mobile-systems.cl.cam.ac.uk/papers/percom21.pdf
    30 Apr 2021: A new reference is foundevery time users interact with their phone (i.e. ... In The 25th Annual International Conference on MobileComputing and Networking, MobiCom ’19, New York, NY, USA, 2019.Association for Computing Machinery.
  50. Far from the Eyes, Close on the Web: Impact ...

    https://mobile-systems.cl.cam.ac.uk/papers/wosn12-kaltenbrunner.pdf
    18 Jun 2012: These findings offer new insightson the interplay between social and spatial factors influenc-ing online user behaviour and open new directions for futureresearch and applications. ... Moon. What isTwitter, a social network or a news media? InProceedings
  51. On Nonstationarity of Human Contact NetworksSalvatore Scellato∗,…

    https://mobile-systems.cl.cam.ac.uk/papers/simplex10.pdf
    14 Apr 2010: In Proceedings of SIGMETRICS’02, pages 195–205, New York,NY, USA, 2002. ACM Press. ... In Proceedings of MobiHoc’07,pages 32–40, New York, NY, USA, 2007. ACM.

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