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  2. Mobile Systems Lab

    https://mobile-systems.cl.cam.ac.uk/
    16 Feb 2024: Recent News. Our paper Exploring Longitudinal Cough, Breath, and Voice Data for COVID-19 Progression Prediction via Sequential Deep Learning: Model Development and Validation is out in JMIR and covered in ... Here is the syllabus of the new Mobile Health
  3. Position Summary.Middleware for Mobile Computing: Awareness vs.…

    https://mobile-systems.cl.cam.ac.uk/papers/hotos1.pdf
    29 Feb 2008: mobile setting, as mobile applications im-pose new requirements that run counter to the principle oftransparency on which current middleware systems havebeen built. ... A new form ofawarenessis needed, asopposed to transparency, to allow application
  4. XMIDDLE: Information Sharing Middleware for a MobileEnvironment.…

    https://mobile-systems.cl.cam.ac.uk/papers/icse02d.pdf
    29 Feb 2008: exchange data in a very dynamic fashion.They also present, however, new challenges to applicationdevelopers, related with the scarcity of resources that needto be exploited efficiently. ... xmiddle also features a protocol plug-in architecture,whereby a
  5. Publications

    https://mobile-systems.cl.cam.ac.uk/publications.html
    17 May 2024: OpenStreetCab: Exploiting Taxi Mobility Patterns in New York City to Reduce Commuter Costs. ... A Random Walk Around the City: New Venue Recommendation in Location-Based Social Networks.
  6. XML Technologies and Software Engineering Cecilia Mascolo, Wolfgang…

    https://mobile-systems.cl.cam.ac.uk/papers/xse.pdf
    29 Feb 2008: The second focuses on the exploita-tion of XML for the development of a new generation ofdistributed software architectures and middleware thatmight provide new degrees of flexibility in terms of ... Research in this field is nowseeing new developments
  7. Exploiting Logical Mobility in Mobile Computing Middleware Stefanos…

    https://mobile-systems.cl.cam.ac.uk/papers/mts02.pdf
    29 Feb 2008: Imagine havingapplications that transparently download audio codecs toplay a new audio format. ... It provides a way for the mid-dleware to dynamically learn and execute new protocols,which could be new ways to share and reconcile informa-tion, copy data,
  8. Emotion Recognition from Speech Signals byMel-Spectrogram and a…

    https://mobile-systems.cl.cam.ac.uk/papers/EMBC24.pdf
    2 May 2024: New Jersey: Prentice Hall, 2011. [13] S. Hershey et al., “CNN architectures for large-scale audio classifica-tion,” in Proceedings of ICASSP, 2017, pp.
  9. Demo Abstract: A Shared Sensor Network Infrastructure Christos…

    https://mobile-systems.cl.cam.ac.uk/papers/sensys10-demo.pdf
    30 Aug 2010: Moreover, the requirement fordedicated sensing infrastructure to support new applicationsbelonging to different organisations can lead to unnecessaryreplication of sensing infrastructure.
  10. Exploiting Reflection and Metadata to buildMobile Computing…

    https://mobile-systems.cl.cam.ac.uk/papers/mmc01.pdf
    29 Feb 2008: Finally, traditional distributed systems assume a stationary execution environmentthat contrasts with the new extremely dynamic scenarios. ... 5 Future Directions of Research. The growing success of new devices and applications for wireless settings
  11. Demo Abstract: Data Collection in Delay TolerantMobile Sensor…

    https://mobile-systems.cl.cam.ac.uk/papers/sensys06.pdf
    29 Feb 2008: Messages are stored in a buffer as Cstructures. Information about other sensors are also storedas C structures, and updated every time a new routing mes-sage is received.
  12. Embracing the Imaginary:Deep Complex-valued Networks for Heart Murmur …

    https://mobile-systems.cl.cam.ac.uk/papers/cinc23.pdf
    2 Nov 2023: URLhttps://doi.org/10.5281/zenodo.7303587. [14] Sarroff AM. Complex neural networks for audio. Ph.D.thesis, Dartmouth College, Hanover, New Hampshire, May2018.
  13. Opportunities for Smartphones in Clinical Care: The Future of ...

    https://mobile-systems.cl.cam.ac.uk/papers/JCP15.pdf
    24 Sep 2015: patient samples. PLoS One. 2013;8:e75655. doi: 10.1371/journal.pone.0075655. 2. Wichers, M. The dynamic nature of depression - A new micro-level perspective of mental disorder that meets
  14. promile.dvi

    https://mobile-systems.cl.cam.ac.uk/papers/opensig.pdf
    29 Feb 2008: have a Java Virtual Machine the code will be portable without needfor a new implementation The use of Java also allowsdynamic downloading of conguration code of the lowlevel part of the
  15. 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.
  16. SIGCHI Conference Proceedings Format

    https://mobile-systems.cl.cam.ac.uk/papers/www17.pdf
    17 Feb 2017: We found thatmost of the respondents consider themselves very open to new ex-periences, but not many of them reported to be neither extravertednor emotionally stable.
  17. xmiddle: A Data-Sharing Middleware for Mobile Computing Cecilia…

    https://mobile-systems.cl.cam.ac.uk/papers/xmiddle.pdf
    29 Feb 2008: the shopping basket, DOMoperations are used to create new child nodes of the shopping basketnode. ... another host, without asking the owner, thatis a central authority, for a new edition number.
  18. wifiparking.dvi

    https://mobile-systems.cl.cam.ac.uk/papers/mobicom2013.pdf
    23 Jul 2013: While new GPS chips have significantly improved energyconsumption, GPS sensors are still very power hungry. ... ParkSense savesthis signature and then periodically performs new wirelessscans as the user moves away from the vehicle.
  19. Media Sharing based on Colocation Predictionin Urban Transport Liam…

    https://mobile-systems.cl.cam.ac.uk/papers/mobicom08.pdf
    14 Jul 2008: The presence of these networkeddevices, routinely in contact, sometimes for prolonged peri-ods, offers new possibilities for research in automated con-tent (e.g., news, video clips, music files) sharing and ... In this paper, we propose a new content
  20. Energy Neutral Operation of Vibration Energy-Harvesting…

    https://mobile-systems.cl.cam.ac.uk/papers/ewsn2018.pdf
    26 Jan 2018: McCullagh et al. [24] reportresults from a long-term single-hop deployment of a numberof wireless accelerometers powered by vibration harvesters(together with other battery-powered sensors) at New Car-quinez ... The updatedvalue is fed back to the script,
  21. Centrality Prediction in Dynamic Human Contact Networks

    https://mobile-systems.cl.cam.ac.uk/papers/computernets12.pdf
    11 Jan 2012: centrality, no doubt because conference attendees are generally trying to speak to new people at each break. ... 11. seems rather weak for Infocom. Probably, this is because people at a conference seek out new.
  22. minemaBook.dvi

    https://mobile-systems.cl.cam.ac.uk/papers/minema08.pdf
    20 Jun 2008: When a goal is reached, the new goal is chosen according to the follow-ing mechanism. ... The parameter d can be used to increase the randomness of the model inthe process of selection of the new goal.
  23. p302-capra.dvi

    https://mobile-systems.cl.cam.ac.uk/papers/fse02-mobile.pdf
    29 Feb 2008: is modified; that is, the middleware cannot checkwhether the new configuration is conflict-free. ... However, when thishappens, all the chatting peers must agree on the new policy to use.
  24. Accelerating Mobile Audio Sensing Algorithmsthrough On-Chip GPU…

    https://mobile-systems.cl.cam.ac.uk/papers/mobisys17.pdf
    10 May 2017: The DNN feed forwarding is performed in a slid-ing window with every new frame, resulting in 100 propagationsper second (once every 10 ms). ... In a 1-second inference window there are a total ofn = 100 network propagations (one per new frame every
  25. The Role of Urban Mobility in Retail Business Survival

    https://mobile-systems.cl.cam.ac.uk/papers/imwut-dsilva18.pdf
    19 Aug 2018: Singapore and New York City, todevelop a predictive model for retail business failures. ... 5.5 The Impact of Venue Age on Prediction AccuracyWe examine next the predictability of two classes of venues: those that are established, est, and those that are
  26. Passive mobile sensing and psychological traits for large scale mood …

    https://mobile-systems.cl.cam.ac.uk/papers/pervasivehealth19.pdf
    20 May 2019: ACM, New York, NY, USA, 10 pages. https://doi.org/10.1145/3329189.3329213. PervasiveHealth’19, May 20–23, 2019, Trento, Italy2019.
  27. 1 Dynamic Reconfigurationin the RUNES Middleware Geoff Coulson#,…

    https://mobile-systems.cl.cam.ac.uk/papers/mass06.pdf
    29 Feb 2008: Re-cent developments in wireless networking are pushingthese trends even further by enabling new applicationscenarios, as witnessed by the recent surge of interest inwireless sensor networks. ... topoll sensor devices rather than wait for periodic
  28. Evolution and Sustainability of aWildlife Monitoring Sensor Network…

    https://mobile-systems.cl.cam.ac.uk/papers/sensys10.pdf
    1 Sep 2010: of the IPv6 network allowed us to easilymaintain and extend the network with new functions. ... 5.1 Design of the new nodeWe incorporated feedback from the users of the system.
  29. Capratse03.dvi

    https://mobile-systems.cl.cam.ac.uk/papers/tse03.pdf
    29 Feb 2008: Applications, however, may not be smartenough to cope with the new power, and may produce profilesthat lead to conflicts. ... means that the middle-ware cannot statically check whether the new configuration isconflict-free.
  30. Building Adaptable Mobile MiddlewareServices Using Logical Mobility…

    https://mobile-systems.cl.cam.ac.uk/papers/stefchapter.pdf
    29 Feb 2008: The constant introduction of new devices into the network, which mayoffer different services, ranging from temperature sensing to printing, overdifferent hardware, requires the middleware system to adapt or mutate toprovide the ... Those benefits can
  31. UbiComp17_camera

    https://mobile-systems.cl.cam.ac.uk/papers/Ubicomp17-Georgiev.pdf
    1 Aug 2017: propose a new search-mechanism (Sec.
  32. 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.
  33. LEO: Scheduling Sensor Inference Algorithms acrossHeterogeneous…

    https://mobile-systems.cl.cam.ac.uk/papers/mobicom2016.pdf
    1 Aug 2016: Request permissions from permissions@acm.org. MobiCom’16, October 03-07, 2016, New York City, NY, USAc 2016 ACM. ... s f o r m [ ] {. new GMMTransform ( " s p e a k e r 1.
  34. 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
  35. TSE-0221-0805-1 1..17

    https://mobile-systems.cl.cam.ac.uk/papers/tse-satin.pdf
    29 Feb 2008: number of existing and new applications, including an active network platform developed for satellite communication at the European. ... The evaluation addresses bothquantitative and qualitative aspects and relies on a numberof existing and new
  36. 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,
  37. ZOE: A Cloud-less Dialog-enabled Continuous SensingWearable…

    https://mobile-systems.cl.cam.ac.uk/papers/mobisys2015.pdf
    29 Apr 2015: The proposal of a new, spontaneous way for wearable usersto interact with their data through a verbal dialog. ... The design and prototyping of new wearable hardware thatoffers the heterogeneous computation necessary to meet theworkload demands of ZOE.
  38. 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
  39. 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
  40. 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.
  41. 978-1-4577-0351-5/11/$26.00 c©2011 IEEE Diversity Decay in…

    https://mobile-systems.cl.cam.ac.uk/papers/wowmom11wip.pdf
    3 May 2011: They expect the same userexperience that they have on their desktops while watchingvideos, news clips and listening to music. ... REFERENCES. [1] New York Times, “iPhones Overload AT&T Network, Anger-ing Customers,” September 2009.
  42. ase03.dvi

    https://mobile-systems.cl.cam.ac.uk/papers/ase03.pdf
    29 Feb 2008: What new and still more complex constructs can be built from thesame set of basic elements? ... The new model, CODEWEAVE,can be viewed to a large extent as a specialization of Mobile UNITY.
  43. 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,
  44. 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
  45. 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.
  46. 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
  47. 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.
  48. 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
  49. 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-.
  50. 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.
  51. 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.

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