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@@ -137,6 +137,15 @@
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using datasets annotated by the subjects themselves.},
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citeulike-article-id = {1188357},
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citeulike-linkout-0 = {http://www.springerlink.com/content/9aqflyk4f47khyjd},
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+ comment = {Multiple accelerometers in different locations. Decision-tree classifiers.
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+ Some activities are subject-specific.
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+
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+ For instance, laboratory acceleration data of walking displays distinct
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+ phases of a consistent gait cycle which can aide recognition of pace
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+ and incline [2]. However, acceleration data from the same subject
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+ outside of the laboratory may display marked fluctuation in the relation
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+ of gait phases and total gait length due to decreased self-awareness
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+ and fluctuations in traffic.},
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file = {Bao2004.pdf:Bao2004.pdf:PDF},
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keywords = {acceleration},
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owner = {chris},
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@@ -417,6 +426,17 @@
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timestamp = {2009.12.01}
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}
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+@INBOOK{Han2006,
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+ chapter = {6},
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+ pages = {348-350},
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+ title = {Data mining: concepts and techniques},
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+ publisher = {Morgan Kaufmann},
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+ year = {2006},
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+ author = {Han, J and Kamber, M},
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+ owner = {chris},
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+ timestamp = {2010.01.14}
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+}
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+
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@MISC{Hein2008,
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author = {Albert Hein and Thomas Kirste},
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title = {Towards Recognizing Abstract Activities: An Unsupervised Approach},
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@@ -525,6 +545,32 @@
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url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.39.8472}
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}
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+@INPROCEEDINGS{Hudson2003,
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+ author = {Hudson, Scott and Fogarty, James and Atkeson, Christopher and Avrahami,
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+ Daniel and Forlizzi, Jodi and Kiesler, Sara and Lee, Johnny and Yang,
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+ Jie},
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+ title = {Predicting human interruptibility with sensors: a Wizard of Oz feasibility
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+ study},
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+ booktitle = {CHI '03: Proceedings of the SIGCHI conference on Human factors in
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+ computing systems},
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+ year = {2003},
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+ pages = {257--264},
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+ publisher = {ACM Press},
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+ = {New York, NY, USA},
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+ citeulike-article-id = {410042},
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+ citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=642657},
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+ citeulike-linkout-1 = {http://dx.doi.org/10.1145/642611.642657},
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+ doi = {10.1145/642611.642657},
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+ file = {Hudson2003.pdf:Hudson2003.pdf:PDF},
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+ isbn = {1581136307},
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+ keywords = {interruptibility, wizard\_of\_oz},
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+ owner = {chris},
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+ posted-at = {2005-12-04 00:50:45},
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+ priority = {0},
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+ timestamp = {2010.01.11},
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+ url = {http://dx.doi.org/10.1145/642611.642657}
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+}
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+
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@INPROCEEDINGS{Huynh2005,
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author = {Huynh, T\^{a}m and Schiele, Bernt},
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title = {Analyzing features for activity recognition},
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@@ -716,6 +762,43 @@
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url = {http://dx.doi.org/10.1177/0278364907073775}
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}
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+@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},
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+ pages = {311--331},
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+ number = {5-6},
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+ month = {April},
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+ = {This paper introduces a hierarchical Markov model that can learn and
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+ infer a user's daily movements through an urban community. The model
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+ uses multiple levels of abstraction in order to bridge the gap between
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+ raw GPS sensor measurements and high level information such as a
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+ user's destination and mode of transportation. To achieve efficient
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+ inference, we apply Rao-Blackwellized particle filters at multiple
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+ 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.
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+ We experimentally demonstrate how to accurately detect novel behavior
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+ or user errors (e.g. taking a wrong bus) by explicitly modeling activities
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+ 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
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+ to help cognitively-impaired people use public transportation safely.},
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+ citeulike-article-id = {1541495},
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+ citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=1238288},
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+ citeulike-linkout-1 = {http://dx.doi.org/10.1016/j.artint.2007.01.006},
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+ citeulike-linkout-2 = {http://www.sciencedirect.com/science/article/B6TYF-4N49VP9-1/2/8f05b8caf7327ceb8762ab5e1b95efc9},
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+ doi = {10.1016/j.artint.2007.01.006},
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+ file = {Liao2007b.pdf:Liao2007b.pdf:PDF},
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+ keywords = {learning, statistical-inference},
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+ owner = {chris},
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+ posted-at = {2008-11-28 02:40:32},
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+ priority = {2},
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+ timestamp = {2010.01.13},
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+ url = {http://dx.doi.org/10.1016/j.artint.2007.01.006}
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+}
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+
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@ARTICLE{Lukowicz2002,
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author = {Lukowicz, P. and Junker, H. and St\"{a}ger, M. and von B\"{u}ren,
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T. and Tr\"{o}ster, G.},
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@@ -1330,6 +1413,18 @@
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timestamp = {2009.12.03}
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}
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+@INBOOK{Witten2000,
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+ chapter = {3},
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+ pages = {72-75},
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+ title = {Data Mining: Practical Machine Learning Tools and. Techniques with
|
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+ Java Implementations},
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+ publisher = {Morgan Kaufmann},
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+ year = {2000},
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+ author = {Ian H. Witten and Eibe Frank},
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+ owner = {chris},
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+ timestamp = {2010.01.14}
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+}
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+
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@INPROCEEDINGS{Wyatt2007,
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author = {Wyatt, D. and Choudhury, T. and Kautz, H.},
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title = {Capturing Spontaneous Conversation and Social Dynamics: A Privacy-Sensitive
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@@ -1366,6 +1461,27 @@
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timestamp = {2009.12.03}
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}
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+@MISC{ChangeWave2010,
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+ title = {http://www.changewaveresearch.com/articles/2010/01/smart\_phone\_20100104.html},
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+ owner = {chris},
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+ timestamp = {2010.01.12},
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+ url = {http://www.changewaveresearch.com/articles/2010/01/smart_phone_20100104.html}
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+}
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+
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+@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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+
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+@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_author:}
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@comment{jabref-meta: groupstree:
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0 AllEntriesGroup:;
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-1 ExplicitGroup:Unread\;0\;Aha1991\;Bao2004\;Bardram2005\;Bellotti2008
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-\;Consolvo2008\;Eagle2006\;Horvitz1998\;Keerthi1999\;Lee2007\;Lester20
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-05\;Lester2006\;Liao2007\;Liao2007a\;Lukowicz2002\;Mahdaviani2007\;Mat
|
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-hie2004\;Maurer2006\;Parkka2006\;Patterson2004\;Philipose2003\;Philipo
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-se2003a\;Philipose2004\;Raento2005\;Ravi2005\;Rudstroem2004\;Salber199
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-9\;Schapire1999\;Schilit1994\;Schmidt1999\;Schmidt2008\;Shen2004\;Siew
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-iorek2003\;Song2005\;Stiefmeier2008\;Tentori2008\;Terry2002\;Voida2002
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-\;Wang2009\;Wyatt2007\;Yang2008\;;
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+1 ExplicitGroup:Unread\;0\;Aha1991\;Bardram2005\;Bellotti2008\;Consolv
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+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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|
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|
+5\;Rudstroem2004\;Salber1999\;Schapire1999\;Schilit1994\;Schmidt1999\;
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|
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|
+Siewiorek2003\;Song2005\;Stiefmeier2008\;Tentori2008\;Terry2002\;Voida
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+2002\;Wang2009\;Wyatt2007\;Yang2008\;;
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}
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|