Pārlūkot izejas kodu

New papers and updated bibliography

tags/SensorLogger/0.1
Chris Smith 14 gadus atpakaļ
vecāks
revīzija
2067f6a75f
3 mainītis faili ar 124 papildinājumiem un 8 dzēšanām
  1. Binārs
      papers/Hudson2003.pdf
  2. Binārs
      papers/Liao2007b.pdf
  3. 124
    8
      papers/project.bib

Binārs
papers/Hudson2003.pdf Parādīt failu


Binārs
papers/Liao2007b.pdf Parādīt failu


+ 124
- 8
papers/project.bib Parādīt failu

137
 	using datasets annotated by the subjects themselves.},
137
 	using datasets annotated by the subjects themselves.},
138
   citeulike-article-id = {1188357},
138
   citeulike-article-id = {1188357},
139
   citeulike-linkout-0 = {http://www.springerlink.com/content/9aqflyk4f47khyjd},
139
   citeulike-linkout-0 = {http://www.springerlink.com/content/9aqflyk4f47khyjd},
140
+  comment = {Multiple accelerometers in different locations. Decision-tree classifiers.
141
+	Some activities are subject-specific.
142
+	
143
+	For instance, laboratory acceleration data of walking displays distinct
144
+	phases of a consistent gait cycle which can aide recognition of pace
145
+	and incline [2]. However, acceleration data from the same subject
146
+	outside of the laboratory may display marked fluctuation in the relation
147
+	of gait phases and total gait length due to decreased self-awareness
148
+	and fluctuations in traffic.},
140
   file = {Bao2004.pdf:Bao2004.pdf:PDF},
149
   file = {Bao2004.pdf:Bao2004.pdf:PDF},
141
   keywords = {acceleration},
150
   keywords = {acceleration},
142
   owner = {chris},
151
   owner = {chris},
417
   timestamp = {2009.12.01}
426
   timestamp = {2009.12.01}
418
 }
427
 }
419
 
428
 
429
+@INBOOK{Han2006,
430
+  chapter = {6},
431
+  pages = {348-350},
432
+  title = {Data mining: concepts and techniques},
433
+  publisher = {Morgan Kaufmann},
434
+  year = {2006},
435
+  author = {Han, J and Kamber, M},
436
+  owner = {chris},
437
+  timestamp = {2010.01.14}
438
+}
439
+
420
 @MISC{Hein2008,
440
 @MISC{Hein2008,
421
   author = {Albert Hein and Thomas Kirste},
441
   author = {Albert Hein and Thomas Kirste},
422
   title = {Towards Recognizing Abstract Activities: An Unsupervised Approach},
442
   title = {Towards Recognizing Abstract Activities: An Unsupervised Approach},
525
   url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.8472}
545
   url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.8472}
526
 }
546
 }
527
 
547
 
548
+@INPROCEEDINGS{Hudson2003,
549
+  author = {Hudson, Scott and Fogarty, James and Atkeson, Christopher and Avrahami,
550
+	Daniel and Forlizzi, Jodi and Kiesler, Sara and Lee, Johnny and Yang,
551
+	Jie},
552
+  title = {Predicting human interruptibility with sensors: a Wizard of Oz feasibility
553
+	study},
554
+  booktitle = {CHI '03: Proceedings of the SIGCHI conference on Human factors in
555
+	computing systems},
556
+  year = {2003},
557
+  pages = {257--264},
558
+  publisher = {ACM Press},
559
+   = {New York, NY, USA},
560
+  citeulike-article-id = {410042},
561
+  citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=642657},
562
+  citeulike-linkout-1 = {http://dx.doi.org/10.1145/642611.642657},
563
+  doi = {10.1145/642611.642657},
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+  file = {Hudson2003.pdf:Hudson2003.pdf:PDF},
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+  isbn = {1581136307},
566
+  keywords = {interruptibility, wizard\_of\_oz},
567
+  owner = {chris},
568
+  posted-at = {2005-12-04 00:50:45},
569
+  priority = {0},
570
+  timestamp = {2010.01.11},
571
+  url = {http://dx.doi.org/10.1145/642611.642657}
572
+}
573
+
528
 @INPROCEEDINGS{Huynh2005,
574
 @INPROCEEDINGS{Huynh2005,
529
   author = {Huynh, T\^{a}m and Schiele, Bernt},
575
   author = {Huynh, T\^{a}m and Schiele, Bernt},
530
   title = {Analyzing features for activity recognition},
576
   title = {Analyzing features for activity recognition},
716
   url = {http://dx.doi.org/10.1177/0278364907073775}
762
   url = {http://dx.doi.org/10.1177/0278364907073775}
717
 }
763
 }
718
 
764
 
765
+@ARTICLE{Liao2007b,
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+  author = {Liao, Lin and Patterson, Donald J. and Fox, Dieter and Kautz, Henry},
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+  title = {Learning and inferring transportation routines},
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+  journal = {Artificial Intelligence},
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+  year = {2007},
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+  volume = {171},
771
+  pages = {311--331},
772
+  number = {5-6},
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+  month = {April},
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+   = {This paper introduces a hierarchical Markov model that can learn and
775
+	infer a user's daily movements through an urban community. The model
776
+	uses multiple levels of abstraction in order to bridge the gap between
777
+	raw GPS sensor measurements and high level information such as a
778
+	user's destination and mode of transportation. To achieve efficient
779
+	inference, we apply Rao-Blackwellized particle filters at multiple
780
+	levels of the model hierarchy. Locations such as bus stops and parking
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+	lots, where the user frequently changes mode of transportation, are
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+	learned from GPS data logs without manual labeling of training data.
783
+	We experimentally demonstrate how to accurately detect novel behavior
784
+	or user errors (e.g. taking a wrong bus) by explicitly modeling activities
785
+	in the context of the user's historical data. Finally, we discuss
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+	an application called "Opportunity Knocks" that employs our techniques
787
+	to help cognitively-impaired people use public transportation safely.},
788
+  citeulike-article-id = {1541495},
789
+  citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=1238288},
790
+  citeulike-linkout-1 = {http://dx.doi.org/10.1016/j.artint.2007.01.006},
791
+  citeulike-linkout-2 = {http://www.sciencedirect.com/science/article/B6TYF-4N49VP9-1/2/8f05b8caf7327ceb8762ab5e1b95efc9},
792
+  doi = {10.1016/j.artint.2007.01.006},
793
+  file = {Liao2007b.pdf:Liao2007b.pdf:PDF},
794
+  keywords = {learning, statistical-inference},
795
+  owner = {chris},
796
+  posted-at = {2008-11-28 02:40:32},
797
+  priority = {2},
798
+  timestamp = {2010.01.13},
799
+  url = {http://dx.doi.org/10.1016/j.artint.2007.01.006}
800
+}
801
+
719
 @ARTICLE{Lukowicz2002,
802
 @ARTICLE{Lukowicz2002,
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   author = {Lukowicz, P. and Junker, H. and St\"{a}ger, M. and von B\"{u}ren,
803
   author = {Lukowicz, P. and Junker, H. and St\"{a}ger, M. and von B\"{u}ren,
721
 	T. and Tr\"{o}ster, G.},
804
 	T. and Tr\"{o}ster, G.},
1330
   timestamp = {2009.12.03}
1413
   timestamp = {2009.12.03}
1331
 }
1414
 }
1332
 
1415
 
1416
+@INBOOK{Witten2000,
1417
+  chapter = {3},
1418
+  pages = {72-75},
1419
+  title = {Data Mining: Practical Machine Learning Tools and. Techniques with
1420
+	Java Implementations},
1421
+  publisher = {Morgan Kaufmann},
1422
+  year = {2000},
1423
+  author = {Ian H. Witten and Eibe Frank},
1424
+  owner = {chris},
1425
+  timestamp = {2010.01.14}
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+}
1427
+
1333
 @INPROCEEDINGS{Wyatt2007,
1428
 @INPROCEEDINGS{Wyatt2007,
1334
   author = {Wyatt, D. and Choudhury, T. and Kautz, H.},
1429
   author = {Wyatt, D. and Choudhury, T. and Kautz, H.},
1335
   title = {Capturing Spontaneous Conversation and Social Dynamics: A Privacy-Sensitive
1430
   title = {Capturing Spontaneous Conversation and Social Dynamics: A Privacy-Sensitive
1366
   timestamp = {2009.12.03}
1461
   timestamp = {2009.12.03}
1367
 }
1462
 }
1368
 
1463
 
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+@MISC{ChangeWave2010,
1465
+  title = {http://www.changewaveresearch.com/articles/2010/01/smart\_phone\_20100104.html},
1466
+  owner = {chris},
1467
+  timestamp = {2010.01.12},
1468
+  url = {http://www.changewaveresearch.com/articles/2010/01/smart_phone_20100104.html}
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+}
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+
1471
+@MISC{ComputerWorld2010,
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+  title = {http://www.computerworld.com/s/article/9139026/},
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+  owner = {chris},
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+  timestamp = {2010.01.12},
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+  url = {http://www.computerworld.com/s/article/9139026/Android_to_grab_No._2_spot_by_2012_says_Gartner}
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+}
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+
1478
+@MISC{TwoFortyFourAm2010,
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+  title = {http://www.twofortyfouram.com/},
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+  owner = {chris},
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+  timestamp = {2010.01.14},
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+  url = {http://www.twofortyfouram.com/}
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+}
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+
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 @comment{jabref-meta: selector_publisher:}
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 @comment{jabref-meta: selector_publisher:}
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 @comment{jabref-meta: selector_author:}
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 @comment{jabref-meta: selector_author:}
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 @comment{jabref-meta: groupstree:
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 @comment{jabref-meta: groupstree:
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 0 AllEntriesGroup:;
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 0 AllEntriesGroup:;
1381
-1 ExplicitGroup:Unread\;0\;Aha1991\;Bao2004\;Bardram2005\;Bellotti2008
1382
-\;Consolvo2008\;Eagle2006\;Horvitz1998\;Keerthi1999\;Lee2007\;Lester20
1383
-05\;Lester2006\;Liao2007\;Liao2007a\;Lukowicz2002\;Mahdaviani2007\;Mat
1384
-hie2004\;Maurer2006\;Parkka2006\;Patterson2004\;Philipose2003\;Philipo
1385
-se2003a\;Philipose2004\;Raento2005\;Ravi2005\;Rudstroem2004\;Salber199
1386
-9\;Schapire1999\;Schilit1994\;Schmidt1999\;Schmidt2008\;Shen2004\;Siew
1387
-iorek2003\;Song2005\;Stiefmeier2008\;Tentori2008\;Terry2002\;Voida2002
1388
-\;Wang2009\;Wyatt2007\;Yang2008\;;
1497
+1 ExplicitGroup:Unread\;0\;Aha1991\;Bardram2005\;Bellotti2008\;Consolv
1498
+o2008\;Eagle2006\;Horvitz1998\;Hudson2003\;Keerthi1999\;Lee2007\;Leste
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+r2005\;Lester2006\;Liao2007\;Liao2007a\;Liao2007b\;Lukowicz2002\;Mahda
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+viani2007\;Mathie2004\;Maurer2006\;Parkka2006\;Patterson2004\;Philipos
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+e2003\;Philipose2003a\;Philipose2004\;Quinlan1986\;Raento2005\;Ravi200
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+5\;Rudstroem2004\;Salber1999\;Schapire1999\;Schilit1994\;Schmidt1999\;
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+Siewiorek2003\;Song2005\;Stiefmeier2008\;Tentori2008\;Terry2002\;Voida
1504
+2002\;Wang2009\;Wyatt2007\;Yang2008\;;
1389
 }
1505
 }
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