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4Cross-validatory choice and assessment of statistical predictions
M. Stone. Journal of the royal statistical society. Series B (Methodological), (1974)
7 years ago by @becker
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inthesis
diss
cross
validation
model
comparison
citedby:scholar:count:6909
citedby:scholar:timestamp:2017-12-12
inthesisdisscrossvalidationmodelcomparisoncitedby:scholar:count:6909citedby:scholar:timestamp:2017-12-12
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11Mining Subgroups with Exceptional Transition Behavior
F. Lemmerich, M. Becker, P. Singer, D. Helic, A. Hotho, and M. Strohmaier. Proceedings of the 22Nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, page 965--974. New York, NY, USA, ACM, (2016)
7 years ago by @becker
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1Modeling Aspects of Human Trails on the Web
P. Singer. Graz University of Technology, (2014)
7 years ago by @becker
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aic
bayes
bic
chain
comparison
diss
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human
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1Agents, bookmarks and clicks: a topical model of web navigation
M. Meiss, B. Goncalves, J. Ramasco, A. Flammini, and F. Menczer. Proceedings of the 21st ACM conference on Hypertext and hypermedia, page 229--234. ACM, (2010)
7 years ago by @becker
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web
navigation
inthesis
diss
agent
based
model
behavior
online
citedby:scholar:count:12
citedby:scholar:timestamp:2017-8-9
webnavigationinthesisdissagentbasedmodelbehavioronlinecitedby:scholar:count:12citedby:scholar:timestamp:2017-8-9
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1Statistical methods for eliciting probability distributions
P. Garthwaite, J. Kadane, and A. O'Hagan. Journal of the American Statistical Association, 100 (470): 680--701 (2005)
7 years ago by @becker
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diss
bayes
factor
prior
elicitation
model
comparison
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citedby:scholar:count:616
citedby:scholar:timestamp:2017-8-4
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1Using priors to formalize theory: Optimal attention and the generalized context model
W. Vanpaemel, and M. Lee. Psychonomic Bulletin & Review, 19 (6): 1047--1056 (2012)
7 years ago by @becker
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bayes
bayesian
choice
citedby:scholar:count:45
citedby:scholar:timestamp:2017-8-4
comparison
diss
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inthesis
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prior
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1Constructing informative model priors using hierarchical methods
W. Vanpaemel. Journal of Mathematical Psychology, 55 (1): 106--117 (2011)
7 years ago by @becker
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elicitation
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model
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bayes
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bayesian
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citedby:scholar:count:24
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1Testing models of consumer search using data on web browsing and purchasing behavior
B. De los Santos, A. Hortacsu, and M. Wildenbeest. The American Economic Review, 102 (6): 2955--2980 (2012)
7 years ago by @becker
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behavior
citedby:scholar:count:214
citedby:scholar:timestamp:2017-7-17
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model
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5Modeling online browsing and path analysis using clickstream data
A. Montgomery, S. Li, K. Srinivasan, and J. Liechty. Marketing Science, 23 (4): 579--595 (2004)
7 years ago by @becker
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citedby:scholar:count:428
citedby:scholar:timestamp:2017-7-17
diss
dynamic
inthesis
model
multinomial
navigation
path
predcition
probit
user
web
citedby:scholar:count:428citedby:scholar:timestamp:2017-7-17dissdynamicinthesismodelmultinomialnavigationpathpredcitionprobituserweb
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8Web usage mining as a tool for personalization: A survey
D. Pierrakos, G. Paliouras, C. Papatheodorou, and C. Spyropoulos. User modeling and user-adapted interaction, 13 (4): 311--372 (2003)
7 years ago by @becker
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diss
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usage
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model
personalization
survey
review
citedby:scholar:count:493
citedby:scholar:timestamp:2017-7-17
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5Relational Markov models and their application to adaptive web navigation
C. Anderson, P. Domingos, and D. Weld. International Conference on Knowledge Discovery and Data Mining (SIGKDD), page 143--152. ACM, (2002)
7 years ago by @becker
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citedby:scholar:count:217
citedby:scholar:timestamp:2017-7-17
diss
inthesis
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web
citedby:scholar:count:217citedby:scholar:timestamp:2017-7-17dissinthesismarkovmodelnavigationrelationrelationalvariantweb
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12MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data
M. Becker, F. Lemmerich, P. Singer, M. Strohmaier, and A. Hotho. Data Mining and Knowledge Discovery, 31 (5): 1359--1390 (September 2017)
7 years ago by @becker
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m:
m:id:test1:coordinate:x:162.3686294555664
m:id:test1:coordinate:y:-433.7673454284668
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myown
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2A model of web site browsing behavior estimated on clickstream data
R. Bucklin, and C. Sismeiro. Journal of marketing research, 40 (3): 249--267 (2003)
7 years ago by @becker
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citedby:scholar:count:407
citedby:scholar:timestamp:2017-6-26
diss
inthesis
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navigation
web
citedby:scholar:count:407citedby:scholar:timestamp:2017-6-26dissinthesismodelnavigationweb
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4TribeFlow: Mining & Predicting User Trajectories
F. Figueiredo, B. Ribeiro, J. Almeida, and C. Faloutsos. International Conference on World Wide Web, page 695--706. Republic and Canton of Geneva, Switzerland, International World Wide Web Conferences Steering Committee, (2016)
7 years ago by @becker
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inthesis
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8Photowalking the City: Comparing Hypotheses About Urban Photo Trails on Flickr
M. Becker, P. Singer, F. Lemmerich, A. Hotho, D. Helic, and M. Strohmaier. International Conference on Social Informatics, page 227--244. Cham, Springer International Publishing, (2015)
7 years ago by @becker
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chain
diss
diss:allmypubs
factor
flickr
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2How to apply Markov chains for modeling sequential edit patterns in collaborative ontology-engineering projects
S. Walk, P. Singer, M. Strohmaier, D. Helic, N. Noy, and M. Musen. International Journal of Human-Computer Studies, (2015)
8 years ago by @becker
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chain
diss
edit
hyptrails
inthesis
markov
model
modeling
ontology
chaindissedithyptrailsinthesismarkovmodelmodelingontology
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4Visualization of navigation patterns on a web site using model-based clustering
I. Cadez, D. Heckerman, C. Meek, P. Smyth, and S. White. Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, page 280--284. ACM, (2000)
8 years ago by @becker
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inthesis
diss
markov
model
clustering
mixedtrails
mixed
citedby:scholar:count:371
citedby:scholar:timestamp:2017-4-21
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4Subgroup Discovery Meets Bayesian Networks--An Exceptional Model Mining Approach
W. Duivesteijn, A. Knobbe, A. Feelders, and M. van Leeuwen. International Conference on Data Mining (ICDM), page 158--167. IEEE, (2010)
8 years ago by @becker
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bayesian
citedby:scholar:count:31
citedby:scholar:timestamp:2017-4-19
diss
emm
exceptional
inthesis
mining
model
music
network
project:bmbf
bayesiancitedby:scholar:count:31citedby:scholar:timestamp:2017-4-19dissemmexceptionalinthesisminingmodelmusicnetworkproject:bmbf
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2Exceptional model mining
W. Duivesteijn, A. Feelders, and A. Knobbe. Data Mining and Knowledge Discovery, 30 (1): 47--98 (2016)
8 years ago by @becker
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2Linear Additive Markov Processes
R. Kumar, M. Raghu, T. Sarlós, and A. Tomkins. International Conference on World Wide Web, page 411--419. International World Wide Web Conferences Steering Committee, (2017)
8 years ago by @becker
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extension
higher
inthesis
length
markov
model
order
variable
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2Generalized log likelihood ratio test for non-nested models - Cross Validated

1hmms.dvi

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4Cross-validatory choice and assessment of statistical predictions

11Mining Subgroups with Exceptional Transition Behavior

1Modeling Aspects of Human Trails on the Web

1Agents, bookmarks and clicks: a topical model of web navigation

1Statistical methods for eliciting probability distributions

1Using priors to formalize theory: Optimal attention and the generalized context model

1Constructing informative model priors using hierarchical methods

1Testing models of consumer search using data on web browsing and purchasing behavior

5Modeling online browsing and path analysis using clickstream data

8Web usage mining as a tool for personalization: A survey

5Relational Markov models and their application to adaptive web navigation

12MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data

2A model of web site browsing behavior estimated on clickstream data

4TribeFlow: Mining & Predicting User Trajectories

8Photowalking the City: Comparing Hypotheses About Urban Photo Trails on Flickr

2How to apply Markov chains for modeling sequential edit patterns in collaborative ontology-engineering projects

4Visualization of navigation patterns on a web site using model-based clustering

4Subgroup Discovery Meets Bayesian Networks--An Exceptional Model Mining Approach

2Exceptional model mining

2Linear Additive Markov Processes

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