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  2. 39 WILDSENSING: Design and Deployment of a Sustainable SensorNetwork…

    https://mobile-systems.cl.cam.ac.uk/papers/tosn2011.pdf
    27 Apr 2011: of the IPv6 network allows us to easily maintainand extend the network with new functions. ... In a standard IPv6 network, a node attempts to detect new neighbors every.
  3. Mobile Computing Middleware Cecilia Mascolo, Licia Capra and Wolfgang …

    https://mobile-systems.cl.cam.ac.uk/papers/ntw02.pdf
    29 Feb 2008: In order to cope with these limitations, many research efforts have focusedon designing new middleware systems capable of supporting the requirementsimposed by mobility. ... Through adaptation, theinternal behaviour of a system can be dynamically changed,
  4. Proceedings on Privacy Enhancing Technologies ..; .. (..):1–17…

    https://mobile-systems.cl.cam.ac.uk/papers/pets2018-manousakas.pdf
    15 Mar 2018: This opens up new opportunities forboth attack and defense. For example, patterns found. ... Moreover, our framework can naturally facilitate in-corporating new data to our beliefs when multiple ex-amples per individual exist in the training dataset.
  5. What Will You Do for the Rest of the Day? An Approach to Continuous…

    https://mobile-systems.cl.cam.ac.uk/papers/imwut1819.pdf
    27 Feb 2019: This new metric provides an efective comparison between twotrajectories. • We complete the partial daily trajectory by predicting the trajectory for the remainder of the day. ... Now, assume that on Wednesday afternoon last week, the user deviated from
  6. 1 CAR: Context-aware Adaptive Routingfor Delay Tolerant Mobile…

    https://mobile-systems.cl.cam.ac.uk/papers/tmc08.pdf
    14 Jul 2008: However, using this approach, wecan dynamically incorporate new attribute values, simply byassuming that they were always there, but had zero weight foraavailabilityi. ... reaching new hosts,increasing the likelihood of establishing communication with
  7. Multimodal Deep Learning for Activity and Context Recognition

    https://mobile-systems.cl.cam.ac.uk/papers/ubicomp2018-radu.pdf
    21 Dec 2017: One key attractionis that available classifiers for each sensor type (tested and verified with other applications) can be readily adoptedto undertake a new task on same sensing modality. ... Convolution layers are typically followed by a Pooling layer,
  8. If I build it, will they come? Predicting new venue visitation…

    https://mobile-systems.cl.cam.ac.uk/papers/sigspatial17poster.pdf
    10 Oct 2017: If I build it, will they come? Predicting new venue visitationpaerns through mobility data. ... beused to provide insight into the temporal prole of a new venue.Baselines.
  9. Understanding the Role of Places and Activities on Mobile Phone…

    https://mobile-systems.cl.cam.ac.uk/papers/Ubicomp17-Abhinav.pdf
    1 Aug 2017: rough our analysis we uncover various new insights about the phone usage and notication interactionbehaviors of users and also, quite importantly, conrm some ndings of previous studies. ... erefore, we created anothercategory for chores and mapped the
  10. SociableSense: Exploring the Trade-offs of AdaptiveSampling and…

    https://mobile-systems.cl.cam.ac.uk/papers/mobicom2011.pdf
    9 Jul 2011: Figure 3(b) shows a social network of five nodes.Let us assume that there is a core social network consistingof nodes A, B, and C, and two new persons D
  11. aaai17 format (9 March)

    https://mobile-systems.cl.cam.ac.uk/papers/icwsm17poster.pdf
    10 Mar 2017: With an aim to overcome this limitation, researchers have recently started to mine low-cost, real-time, and fine-grained new data sources for socio-economic deprivation study. ... By applying new cultural metrics and traditional network met-rics to the
  12. You are Sensing, but are you Biased?A User Unaided Sensor Calibration …

    https://mobile-systems.cl.cam.ac.uk/papers/ubicomp2018-grammenos.pdf
    6 Mar 2018: purposes. Concretely, our intuition stems from the the fact that whilemedian filter does not create new values by averaging existing ones it is less sensitive to outliers (e.g.
  13. black Measuring Interaction Proxemics with Wearable Light Tags

    https://mobile-systems.cl.cam.ac.uk/papers/ubicomp2018-montanari.pdf
    6 Mar 2018: However,the context of tracking interaction proxemics presents three new challenges. We next overview each challengeand our solution.First, accurately identifying the participants in an interaction is challenging. ... The predictionstep produces the
  14. Monitoring A Large Construction Site Using WirelessSensor Networks…

    https://mobile-systems.cl.cam.ac.uk/papers/realwsn15.pdf
    24 Sep 2015: 3c) shows the new network topology after the addi-tion of relay nodes shown as magenta squares. ... This new application storesdiagnostic data in local non-volatile (flash) memory ratherthan sending this information via lossy links.
  15. Exploiting Semantic Annotations for Clustering Geographic Areas and…

    https://mobile-systems.cl.cam.ac.uk/papers/SMW11.pdf
    22 Apr 2011: 513,-0.117) for London and(40.764,-73.979) for New York. ... Fingerprinting areas un-der those terms, could help the development of new applica-.
  16. 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.
  17. b1spot-gal

    https://mobile-systems.cl.cam.ac.uk/papers/pervasive16.pdf
    4 Jan 2016: Drivers increasingly carrying smartphones, with their plethora of embedded sensors, creates new opportunities for in-car sensing. ... He received a PhD in Computer Science and Engineering from University of New South Wales.
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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.
  23. 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.
  24. 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.
  25. 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
  26. 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.
  27. 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.
  28. 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
  29. 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.
  30. 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.
  31. 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.
  32. 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
  33. 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
  34. 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.
  35. 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
  36. 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.
  37. 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.
  38. 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.
  39. 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.
  40. 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.
  41. 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
  42. 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:
  43. 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.
  44. 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
  45. 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,
  46. 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.
  47. 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.
  48. 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.
  49. 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).
  50. 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
  51. 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

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