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Self-tracking Reloaded: Applying Process Mining to Personalized Health Care from Labeled Sensor Data [chapter]

Timo Sztyler, Josep Carmona, Johanna Völker, Heiner Stuckenschmidt
2016 Lecture Notes in Computer Science  
Yet, this data has been mainly used for self-tracking in order to enable personalized health care.  ...  In this paper, we provide ideas on how process mining can be used as a ne-grained evolution of traditional self-tracking.  ...  Related Work In this paper, we aim to explore spatio-temporal data with process mining techniques to extract knowledge that facilitates personalized health care.  ... 
doi:10.1007/978-3-662-53401-4_8 fatcat:mb4o5rs45nbplos2lqfsf4p6im

mPHASiS: Mobile patient healthcare and sensor information system

Prajakta Kulkarni, Yusuf Ozturk
2011 Journal of Network and Computer Applications  
Such systems will consist of various devices, ranging from resource-constrained sensors and actuators to complex multimedia devices, supporting time critical applications.  ...  A role based access control mechanism is developed to limit access to sensitive data.  ...  A health care organization defines a nurse role as being able to view and monitor the sensor data and/or events for any of the sensors of the patient assigned to him/her.  ... 
doi:10.1016/j.jnca.2010.03.030 fatcat:72y4wyz6wfbspptnyxi7kqehri

User-centered methods for designing patient-centric self-help tools

Eirik Årsand, George Demiris
2008 Informatics for Health and Social Care  
Paradoxically, the technological revolution that has created a vast health problem due to a drastic change in lifestyle also holds great potential for individuals to take better care of their own health  ...  Applying technologies and methods from the informatics field has contributed to improved insight into this issue.  ...  Thanks to Geir Østengen for management of the project "Digital TV and patient information" and providing the data and explanatory inputs to this review. Thanks to  ... 
doi:10.1080/17538150802457562 pmid:18850399 fatcat:kyxilg4hhzaztp72arthz5csje

XRay: Enhancing the Web's Transparency with Differential Correlation [article]

Mathias Lecuyer, Guillaume Ducoffe, Francis Lan, Andrei Papancea, Theofilos Petsios, Riley Spahn, Augustin Chaintreau, Roxana Geambasu
2014 arXiv   pre-print
To increase transparency, we developed XRay, the first fine-grained, robust, and scalable personal data tracking system for the Web.  ...  XRay's core functions are service agnostic and easy to instantiate for new services, and they can track data within and across services.  ...  Acknowledgements We extend special thanks to our shepherd, Dan Boneh, for his valuable guidance.  ... 
arXiv:1407.2323v2 fatcat:kshkaewvcfc25gnnamhadz26l4

Data-Driven Aerospace Engineering: Reframing the Industry with Machine Learning [article]

Steven L. Brunton, J. Nathan Kutz, Krithika Manohar, Aleksandr Y. Aravkin, Kristi Morgansen, Jennifer Klemisch, Nicholas Goebel, James Buttrick, Jeffrey Poskin, Agnes Blom-Schieber, Thomas Hogan, Darren McDonald
2020 arXiv   pre-print
The aerospace industry is poised to capitalize on big data and machine learning, which excels at solving the types of multi-objective, constrained optimization problems that arise in aircraft design and  ...  , and that improve with increasing volumes of data.  ...  We would also like to give special thanks to Mike Bragg for his support as Dean of the College of Engineering at UW and Greg Hyslop, Lynne Hopper, and Nancy Pendleton at Boeing for expanding the scope  ... 
arXiv:2008.10740v1 fatcat:wjbnr2wqibhebe64qnlyhvykdm

Social Network Analysis in Enterprise

Ching-Yung Lin, Lynn Wu, Zhen Wen, Hanghang Tong, Vicky Griffiths-Fisher, Lei Shi, David Lubensky
2012 Proceedings of the IEEE  
While online social networks have become popular in recent years, social media analysis, especially from the viewpoint of computer scientists, is usually limited to the aspects of people's behavior on  ...  The study is based on an SNA tool (SmallBlue) that was designed to overcome practical challenges and is based on the data collected in a global organization of more than 400 000 employees in more than  ...  Social sensors solve this legal issue by processing the copy of the data that are stored in an individual's computer, instead of gathering data from communication servers.  ... 
doi:10.1109/jproc.2012.2203090 fatcat:35hseog3lvfjjnbqbdkmtgxlom

Test-Bed Urbanism

O. Halpern, J. LeCavalier, N. Calvillo, W. Pietsch
2013 Public culture  
the proliferation of home health-care services (J.  ...  (Image: Jesse LeCavalier) Figure 13 13 Sensor data can occasionally reach conclusions that are self-evident.  ... 
doi:10.1215/08992363-2020602 fatcat:qyfmaywk5vh2piu7ep3tc47sry

Declarative Consciousness for Reconstruction

Leslie G Seymour
2013 Journal of Artificial General Intelligence  
Existing information technology tools are harnessed and integrated to provide digital specification of human consciousness of individual persons.  ...  An IT model of the neocortex is maintained, which is then updated each time new stimuli are received from the LifeLog data stream; new information is gained from brain signal measurements; and new functional  ...  The output of this domain are minimally processed raw measurements collected and produced by electronics devices for multimedia capturing, quantified self type of sensors.  ... 
doi:10.2478/jagi-2013-0007 fatcat:oyqkkbdmxjh3flg36j6lefjy7a

Spatiotemporal enabled Content-based Image Retrieval

Mariana Belgiu, Martin Sudmanns, Tiede Dirk, Andrea Baraldi, Stefan Lang
2016 International Conference on GIScience Short Paper Proceedings  
The total area covered by a WSN is obtained from the union of the regions covered by individual sensors.  ...  ., global or local, deterministic or stochastic, etc.) have been proposed to detect and eliminate coverage holes and hence increase the coverage of sensor networks (Argany et al. 2015).  ...  Ecosystems 12 (1) Acknowledgements We acknowledge the stimulation of the IGU Applied Geography workshop on the Application of Big data in Geography, Rhodes 7-10 th May 2016 that led to extensive discussions  ... 
doi:10.21433/b311729295dw fatcat:fulw4pw3kfh5nmfzcsy3pkisvm

The use of EIT in the detection of regional lung dysfunction in prematurely born neonates [chapter]

A. Zifan, P. Liatsis, R. Bayford
2009 International Federation for Medical and Biological Engineering Proceedings  
Wien, Austria) Medical Process Management -An Innovative Master of Science Program Addressing the Challenges Faced by Health Care Systems Harald Mang (University of Erlangen-Nuremberg, Germany); Hans-Ulrich  ...  08: Lasers in Medicine From Experimental Investigations with Laser Bio-Photometry to Statistical Models Applied for the Normal and Pathological Tissue Cristian Ravariu (Politehnica University of Bucharest  ...  Years of Data Collection and Analysis of Film Flatness and Symmetry Using Vidar/RIT Software From Different Centers Nation Wide.  ... 
doi:10.1007/978-3-642-03882-2_347 fatcat:7yqxmd6xq5fidbtvwtacdv76ya

Formalized approach for managing IS-enabled organizational transformation

Yury Kupriyanov, Victor Taratoukhine
2015 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC)  
Acknowledgement The research described in this paper was supported by a grant from the German Federal Ministry of Education and Research (BMBF), project name: "Process-oriented Web-2.0-based Integrated  ...  Additionally, the participants agreed to check funding sources for diverse project endeavors and suggest it to the community.  ...  these persons are supported by situation-aware context data gathered from heterogeneous soft-and hardware sensors.  ... 
doi:10.1109/nafips-wconsc.2015.7284192 dblp:conf/nafips/KupriyanovT15 fatcat:ei23zphs7zau7kpejrxxu4dh7q

The Role of Social Movements, Coalitions, and Workers in Resisting Harmful Artificial Intelligence and Contributing to the Development of Responsible AI [article]

Susan von Struensee
2021 arXiv   pre-print
From indigenous people addressing the lack of reliable data, to smart city stakeholders, to students protesting the academic relationships with sex trafficker and MIT donor Jeffery Epstein, the questionable  ...  ethics and values of those heavily investing in and profiting from AI are under global scrutiny.  ...  cn-reloaded=1 ).  ... 
arXiv:2107.14052v1 fatcat:etqo64ksjzaihmt4kr7b6auxiu

D5.2 - Market analysis report

Landais Loïc, Perrot Pascal
2019 Zenodo  
Post processing of data from many depth sensors needs significant computing sources. An important advantage of VRTogether is that it can support an arbitrary number of sensors (2-8 RGBD sensors).  ...  On set, Depthkit captures color and depth data from a depth sensor and can be paired with any professional camera.  ...  The Hologate Arena solution proposes multi genre gaming experience to address a wide range of market from Ages 6+ to 16+.  ... 
doi:10.5281/zenodo.4531484 fatcat:7fstvk32gjhqrlzvxfbao5eh7a

War-Algorithm Accountability [article]

Dustin A. Lewis, Gabriella Blum, Naz K. Modirzadeh
2016 arXiv   pre-print
By not limiting our inquiry only to weapon systems, we take an expansive view, showing how the broad concept of war algorithms might be susceptible to regulation, and how those algorithms might already  ...  We thereby aim to shed light on and recast the discussion regarding autonomous weapon systems.  ...  PILAC also receives generous support from the Swiss Federal Department of Foreign Affairs (FDFA).  ... 
arXiv:1609.04667v1 fatcat:ugm2getvhjdohjiu6en2xlfrfe

International logistics [chapter]

2004 Flight Catering  
All data going to the computer run from the sensors which are located in different parts of the transport means.  ...  that function in the organization and its environment, in order to allow users a personalized and convenient access to data, information and knowledge, according to the tasks arising from their needs,  ...  The principle of operation is based on measuring the time of arrival of radio signals from the satellites to the receiver.  ... 
doi:10.1016/b978-0-7506-6216-1.50015-5 fatcat:fe76dq35i5fdhi3ew2hmpi5mta
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