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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 -
Position Summary.Middleware for Mobile Computing: Awareness vs.…
https://mobile-systems.cl.cam.ac.uk/papers/hotos1.pdf29 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 -
XMIDDLE: Information Sharing Middleware for a MobileEnvironment.…
https://mobile-systems.cl.cam.ac.uk/papers/icse02d.pdf29 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 -
Publications
https://mobile-systems.cl.cam.ac.uk/publications.html17 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. -
XML Technologies and Software Engineering Cecilia Mascolo, Wolfgang…
https://mobile-systems.cl.cam.ac.uk/papers/xse.pdf29 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 -
Exploiting Logical Mobility in Mobile Computing Middleware Stefanos…
https://mobile-systems.cl.cam.ac.uk/papers/mts02.pdf29 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, -
Demo Abstract: A Shared Sensor Network Infrastructure Christos…
https://mobile-systems.cl.cam.ac.uk/papers/sensys10-demo.pdf30 Aug 2010: Moreover, the requirement fordedicated sensing infrastructure to support new applicationsbelonging to different organisations can lead to unnecessaryreplication of sensing infrastructure. -
Emotion Recognition from Speech Signals byMel-Spectrogram and a…
https://mobile-systems.cl.cam.ac.uk/papers/EMBC24.pdf2 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. -
Demo Abstract: Data Collection in Delay TolerantMobile Sensor…
https://mobile-systems.cl.cam.ac.uk/papers/sensys06.pdf29 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. -
promile.dvi
https://mobile-systems.cl.cam.ac.uk/papers/opensig.pdf29 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 -
Opportunities for Smartphones in Clinical Care: The Future of ...
https://mobile-systems.cl.cam.ac.uk/papers/JCP15.pdf24 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 -
Exploiting Reflection and Metadata to buildMobile Computing…
https://mobile-systems.cl.cam.ac.uk/papers/mmc01.pdf29 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 -
Embracing the Imaginary:Deep Complex-valued Networks for Heart Murmur …
https://mobile-systems.cl.cam.ac.uk/papers/cinc23.pdf2 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. -
1 Dynamic Reconfigurationin the RUNES Middleware Geoff Coulson#,…
https://mobile-systems.cl.cam.ac.uk/papers/mass06.pdf29 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 -
SIGCHI Conference Proceedings Format
https://mobile-systems.cl.cam.ac.uk/papers/ubicomp2013.pdf1 Jul 2013: For example,since people may split the majority of their time betweenhome and work, sampling randomly is likely to fail captur-ing participants in new locations. ... created a new cluster. -
Media Sharing based on Colocation Predictionin Urban Transport Liam…
https://mobile-systems.cl.cam.ac.uk/papers/mobicom08.pdf14 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 -
wifiparking.dvi
https://mobile-systems.cl.cam.ac.uk/papers/mobicom2013.pdf23 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. -
Energy Neutral Operation of Vibration Energy-Harvesting…
https://mobile-systems.cl.cam.ac.uk/papers/ewsn2018.pdf26 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, -
Evolution and Sustainability of aWildlife Monitoring Sensor Network…
https://mobile-systems.cl.cam.ac.uk/papers/sensys10.pdf1 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. -
Centrality Prediction in Dynamic Human Contact Networks
https://mobile-systems.cl.cam.ac.uk/papers/computernets12.pdf11 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. -
978-1-4577-0351-5/11/$26.00 c©2011 IEEE Diversity Decay in…
https://mobile-systems.cl.cam.ac.uk/papers/wowmom11wip.pdf3 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. -
Capratse03.dvi
https://mobile-systems.cl.cam.ac.uk/papers/tse03.pdf29 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. -
LEO: Scheduling Sensor Inference Algorithms acrossHeterogeneous…
https://mobile-systems.cl.cam.ac.uk/papers/mobicom2016.pdf1 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. -
p302-capra.dvi
https://mobile-systems.cl.cam.ac.uk/papers/fse02-mobile.pdf29 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. -
Passive mobile sensing and psychological traits for large scale mood …
https://mobile-systems.cl.cam.ac.uk/papers/pervasivehealth19.pdf20 May 2019: ACM, New York, NY, USA, 10 pages. https://doi.org/10.1145/3329189.3329213. PervasiveHealth’19, May 20–23, 2019, Trento, Italy2019. -
UbiComp17_camera
https://mobile-systems.cl.cam.ac.uk/papers/Ubicomp17-Georgiev.pdf1 Aug 2017: propose a new search-mechanism (Sec. -
ZOE: A Cloud-less Dialog-enabled Continuous SensingWearable…
https://mobile-systems.cl.cam.ac.uk/papers/mobisys2015.pdf29 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. -
TSE-0221-0805-1 1..17
https://mobile-systems.cl.cam.ac.uk/papers/tse-satin.pdf29 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 -
Building Adaptable Mobile MiddlewareServices Using Logical Mobility…
https://mobile-systems.cl.cam.ac.uk/papers/stefchapter.pdf29 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 -
ase03.dvi
https://mobile-systems.cl.cam.ac.uk/papers/ase03.pdf29 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. -
39 WILDSENSING: Design and Deployment of a Sustainable SensorNetwork…
https://mobile-systems.cl.cam.ac.uk/papers/tosn2011.pdf27 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. -
Mobile Computing Middleware Cecilia Mascolo, Licia Capra and Wolfgang …
https://mobile-systems.cl.cam.ac.uk/papers/ntw02.pdf29 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, -
Proceedings on Privacy Enhancing Technologies ..; .. (..):1–17…
https://mobile-systems.cl.cam.ac.uk/papers/pets2018-manousakas.pdf15 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. -
What Will You Do for the Rest of the Day? An Approach to Continuous…
https://mobile-systems.cl.cam.ac.uk/papers/imwut1819.pdf27 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 -
1 CAR: Context-aware Adaptive Routingfor Delay Tolerant Mobile…
https://mobile-systems.cl.cam.ac.uk/papers/tmc08.pdf14 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 -
Multimodal Deep Learning for Activity and Context Recognition
https://mobile-systems.cl.cam.ac.uk/papers/ubicomp2018-radu.pdf21 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, -
If I build it, will they come? Predicting new venue visitation…
https://mobile-systems.cl.cam.ac.uk/papers/sigspatial17poster.pdf10 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. -
Understanding the Role of Places and Activities on Mobile Phone…
https://mobile-systems.cl.cam.ac.uk/papers/Ubicomp17-Abhinav.pdf1 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 -
SociableSense: Exploring the Trade-offs of AdaptiveSampling and…
https://mobile-systems.cl.cam.ac.uk/papers/mobicom2011.pdf9 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 -
aaai17 format (9 March)
https://mobile-systems.cl.cam.ac.uk/papers/icwsm17poster.pdf10 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 -
You are Sensing, but are you Biased?A User Unaided Sensor Calibration …
https://mobile-systems.cl.cam.ac.uk/papers/ubicomp2018-grammenos.pdf6 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. -
black Measuring Interaction Proxemics with Wearable Light Tags
https://mobile-systems.cl.cam.ac.uk/papers/ubicomp2018-montanari.pdf6 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 -
Monitoring A Large Construction Site Using WirelessSensor Networks…
https://mobile-systems.cl.cam.ac.uk/papers/realwsn15.pdf24 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. -
Exploiting Semantic Annotations for Clustering Geographic Areas and…
https://mobile-systems.cl.cam.ac.uk/papers/SMW11.pdf22 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-. -
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. -
b1spot-gal
https://mobile-systems.cl.cam.ac.uk/papers/pervasive16.pdf4 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. -
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
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