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| − | * '''Instructors:''' [http://www.cse.wustl.edu/~lu Chenyang Lu] and [http://www.cse.wustl.edu/~roman Gruia-Catalin Roman] | + | * '''Instructor:''' [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu] |
| − | * '''Time: Friday at 2-3:30pm, Location: Jolley 542''' | + | * '''Time: Thursday at 4pm-4:50pm, Location: Jolley 431''' |
| | + | * '''Google group:''' [https://groups.google.com/forum/#!forum/wustlmlseminar group for machine learning seminar] |
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| − | This seminar examines fundamental and emerging concepts in concurrency and distribution by studying seminal papers and recent research results. Broad topics of interest include models of concurrency, mobile computing, parallel architectures, sensor networks, distributed algorithms, and specialized protocols. Each semester, the seminar emphasizes different themes reflecting the current research interests of the participants. | + | This seminar examines machine learning by studying seminal papers and recent research results. Each semester, the seminar emphasizes different themes reflecting the current research interests of the participants. The theme of this semester's seminar is '''Machine Learning for Health'''. We will read and discuss papers from recent major conferences on machine learning, data mining, and AI related to healthcare. These conferences include: |
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| − | The theme of this semester's seminar is Wireless Sensor Networks. We will read and discuss papers from recent major conferences on mobile, wireless, and sensor networks and systems. These conferences include:
| + | * SenSys ([http://sensys.acm.org]) |
| − | | + | * IPSN ([http://ipsn.acm.org]) |
| − | * SenSys ([http://sensys.acm.org/2010/index.html]) | |
| − | * IPSN ([http://ipsn.acm.org/2010/]) | |
| − | * Sigcomm ([http://conferences.sigcomm.org/sigcomm/2010/])
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| − | * MobiCom ([http://www.sigmobile.org/mobicom/2010/])
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| − | * MobiSys ([http://www.sigmobile.org/mobisys/2010/])
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| − | * NSDI ([http://www.usenix.org/events/nsdi11/])
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| − | * SOSP ([http://www.sigops.org/sosp/sosp09/])
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| − | * OSDI ([http://www.usenix.org/events/osdi10/index.html])
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| | * RTSS ([http://www.rtss.org/]) | | * RTSS ([http://www.rtss.org/]) |
| − | * RTAS ([http://www.rtas.org/rtas2010/index.htm]) | + | * RTAS ([http://www.rtas.org/]) |
| − | * Wireless Health ([http://www.wirelesshealth2010.org]) | + | * ICCPS ([http://www.iccps.org]) |
| − | * BodyNets ([http://bodynets.org]) | + | * Wireless Health ([http://mobihealth.name/]) |
| − | * BSN ([http://www.bsn2011.org]) | + | * MobiCom ([https://sigmobile.org/mobicom/2019/]) |
| | + | * MobiSys ([http://www.sigmobile.org/mobisys/2019/]) |
| | + | * Sigcomm ([http://conferences.sigcomm.org/sigcomm/2019/]) |
| | + | * NSDI ([https://www.usenix.org/conference/nsdi19]) |
| | + | * SOSP ([https://www.sigops.org/]) |
| | + | * OSDI ([https://www.usenix.org/conference/osdi18/]) |
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| − | === Jan 21, 2011 - Mo Sha ===
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| − | Ian Rose and Matt Welsh, Mapping the Urban Wireless Landscape with Argos. 8th ACM Conference on Embedded Networked Sensor Systems (SenSys'10), November 2010.
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| − | Links: [http://www.eecs.harvard.edu/~ianrose/pubs/argos-sensys10.pdf Paper]
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| − | Links: [http://www.eecs.harvard.edu/~ianrose/talks/argos-sensys10.ppt Slides]
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| − | === Jan 28, 2011 - Chengjie Wu ===
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| − | Georg Wittenburg, Norman Dziengel, Christian Wartenburger and Jochen Schiller. A System for Distributed Event Detection in Wireless Sensor Networks. 9th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN'10), April 2010.
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| − | Links: [http://page.mi.fu-berlin.de/eke/wittenburg10system.pdf Paper]
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| − | Links: [http://page.mi.fu-berlin.de/eke/wittenburg10system_slides.pdf Slides]
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| − | === Feb 4, 2011 - Greg Hackmann === | + | ==Previous Semesters== |
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| − | Dan Halperin, Wenjun Hu, Anmol Sheth, and David Wetherall. Predictable 802.11 Packet Delivery From Wireless Channel Measurements. Annual conference of the ACM Special Interest Group on Data Communication (SIGCOMM) on the applications, technologies, architectures, and protocols for computer communication (Sigcomm'10), August 2010.
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| − | Links: [http://ccr.sigcomm.org/online/files/p159_0.pdf Paper]
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| − | [http://www.cs.washington.edu/homes/dhalperi/pubs/effsnr_sigcomm10_slides.pdf Slides]
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| − | === Feb 11, 2011 - Bo Li ===
| + | * [[Seminar Fall 2019|Fall 2019]] |
| − | | + | * [[Seminar Summer 2019|Summer 2019]] |
| − | Fabien Massé, Julien Penders, Aline Serteyn, Martien van Bussel, and Johan Arends. Miniaturized Wireless ECG-Monitor for Real-Time Detection of Epileptic Seizures. Wireless Health 2010.
| + | * [[Seminar Spring 2019|Spring 2019]] |
| − | | + | * [[Seminar Fall 2018|Fall 2018]] |
| − | Links: [http://portal.acm.org/citation.cfm?id=1921095&dl=ACM Paper]
| + | * [[Seminar Summer 2018|Summer 2018]] |
| − | | + | * [[Seminar Spring 2018|Spring 2018]] |
| − | === Feb 18, 2011 - Abusayeed Saifullah ===
| + | * [[Seminar Fall 2017|Fall 2017]] |
| − | Qing Yu, Jiming Chen, Yanfei Fan, Xuemin Sherman Shen, and Youxian Sun. Multi-channel assignment in wireless sensor networks: A game theoretic approach. The 29th IEEE Conference on Computer Communications (Infocom'10), March 2010.
| + | * [[Seminar Summer 2017|Summer 2017]] |
| − | | + | * [[Seminar Spring 2017|Spring 2017]] |
| − | Links: [http://portal.acm.org/citation.cfm?id=1833687&dl= Paper]
| + | * [[Seminar Fall 2016|Fall 2016]] |
| − | | + | * [[Seminar Summer 2016|Summer 2016]] |
| − | === Feb 25, 2011 - Fei Yu ===
| + | * [[Seminar Spring 2016|Spring 2016]] |
| − | | + | * [[Seminar Fall 2015|Fall 2015]] |
| − | Thurmon E. Lockhart, Adam T. Barth, Xiaoyue Zhang, Rahul Songra, Emaad Abdel-Rahman, and John Lach. Portable, Non-Invasive Fall Risk Assessment in End Stage Renal Disease Patients on Hemodialysis. Wireless Health 2010.
| + | * [[Seminar Summer 2015|Summer 2015]] |
| − | | + | * [[Seminar Spring 2015|Spring 2015]] |
| − | Links: [http://portal.acm.org/citation.cfm?id=1921092&preflayout=tabs Paper]
| + | * [[Seminar Fall 2014|Fall 2014]] |
| − | | + | * [[Seminar Summer 2014|Summer 2014]] |
| − | === Mar 4, 2011 - Rahav Dor ===
| + | * [[Seminar Spring 2014|Spring 2014]] |
| − | A presentation on the Current art of Fall detection [[http://www.cse.wustl.edu/wsn/images/9/9c/Fall_detection_Rahav.pdf]]. Compiled from the following 3 research papers surveying the field:
| + | * [[Seminar Fall 2013|Fall 2013]] |
| − | | + | * [[Seminar Summer 2013|Summer 2013]] |
| − | [[http://www.cse.wustl.edu/wsn/images/2/2d/Survey_and_Evaluation_of_Real-Time_Fall_Detection_Approaches.pdf Survey and Evaluation of Real-Time Fall Detection Approaches (High-Capacity Optical Networks and Enabling Technologies (HONET), 2009 6th International Symposium)]] | + | * [[Seminar Spring 2013|Spring 2013]] |
| − | | + | * [[Seminar Fall 2012|Fall 2012]] |
| − | [[http://www.cse.wustl.edu/wsn/images/3/37/Approaches_and_Principles_in_Fall_detection.pdf Approaches and Principles of Fall detection for Elderly patients (e-health Networking, Applications and Services, 2008. HealthCom 2008. 10th International Conference)]] | + | * [[Seminar Summer 2012|Summer 2012]] |
| − | | + | * [[Seminar Spring 2012|Spring 2012]] |
| − | === Mar 11, 2011 - Greg Hackmann ===
| + | * [[Seminar Fall 2011|Fall 2011]] |
| − | Hyduke Noshadi, Foad Dabiri, Saro Meguerdichian, Miodrag Potkonjak and
| + | * [[Seminar Summer 2011|Summer 2011]] |
| − | Majid Sarrafzadeh. Energy Optimization in Wireless Medical Systems Using
| + | * [[Seminar Spring 2011|Spring 2011]] |
| − | Physiological Behavior. Wireless Health 2010.
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| − | Links: [http://cs.ucla.edu/~dabiri/papers/WH-2010.pdf Paper]
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| − | | |
| − | === Mar 18, 2010 - N/A ===
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| − | | |
| − | ''Canceled due to Spring Break.''
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| − | | |
| − | === Mar 25, 2011 - Mo Sha ===
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| − | A presentation on the current progress of research project on CCA control protocol.
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| − | | |
| − | === Apr 1, 2011 - Abusayeed Saifullah ===
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| − | Weihuan Shu, Xue Liu, Zonghua Gu, Sathish Gopalakrishnan; Optimal Sampling Rate Assignment with Dynamic Route Selection for Real-Time Wireless Sensor Networks. In Proceedings of the 2008 Real-Time Systems Symposium (RTSS '08).
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| − | | |
| − | Links: [http://portal.acm.org/citation.cfm?id=1475923= Paper]
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| − | | |
| − | === Apr 8, 2011 - Fei Yu ===
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| − | Barry. R. Greene, Alan O’Donovan, Roman Romero-Ortuno, Lisa Cogan, Cliodhna Ni Scanaill, and Rose A. Kenny. Quantitative Falls Risk Assessment Using the Timed Up and Go Test. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, VOL. 57, NO. 12, DECEMBER 2010.
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| − | Links: [http://ieeexplore.ieee.org/Xplore/login.jsp?url=http%3A%2F%2Fieeexplore.ieee.org%2Fiel5%2F10%2F5638509%2F05594623.pdf%3Farnumber%3D5594623&authDecision=-203 Paper]
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| − | === Apr 15, 2011 - Chengjie Wu ===
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| − | A presentation on my current research topic:
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| − | Distributed Application Allocation Protocols in Sensor Networks: A Game Theory Approach.
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| − | | |
| − | === Apr 22, 2011 - Bo Li ===
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| − | Continuous Inference of Psychological Stress from Sensory Measurements Collected in the Natural
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| − | Environment
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| − | Links: IPSN'2011.
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| − | | |
| − | === Apr 29, 2011 - Rahav Dor ===
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| − | === Interesting Papers ===
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| − | PIE in the Sky: Online Passive Interference Estimation for Enterprise WLANs Vivek Shrivastava, Shravan Rayanchu, Suman Banerjee, and Dina Papagiannaki. 8th USENIX Symposium on Networked Systems Design and Implementation (NSDI'11), March 2011.
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| − | SpecNet: Spectrum Sensing Sans Frontieres Anand Iyer, Krishna Chintalapudi, Vishnu Navda, Ramachandran Ramjee, Venkata N. Padmanabhan, and Chandra R. Murthy. 8th USENIX Symposium on Networked Systems Design and Implementation (NSDI'11), March 2011.
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| − | Hyduke Noshadi, Foad Dabiri, Saro Meguerdichian, Miodrag Potkonjak and Majid Sarrafzadeh. Energy Optimization in Wireless Medical Systems Using Physiological Behavior. Wireless Health 2010.
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| − | Sidharth Nabar, Ayan Banerjee, Sandeep K.S. Gupta, and Radha Poovendran. Evaluation of Body Sensor Network Platforms: A Design Space and Benchmarking Analysis. Wireless Health 2010.
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| − | | |
| − | ==Previous Semesters==
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| | * [[Seminar Fall 2010|Fall 2010]] | | * [[Seminar Fall 2010|Fall 2010]] |
| | * [[Seminar Spring 2010|Spring 2010]] | | * [[Seminar Spring 2010|Spring 2010]] |
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| | * [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998] | | * [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998] |
| | * [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998] | | * [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998] |
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| | + | ==Previous Lab Meetings== |
| | + | * [[Labmeeting Spring 2020|Spring 2020]] |
| | + | * [[Labmeeting Fall 2014|Fall 2014]] |
| | + | * [[Labmeeting Summer 2014|Summer 2014]] |
| | + | * [[Labmeeting Spring 2014|Spring 2014]] |
