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5Opinion mining and sentiment analysis (survey)
http://www.cs.cornell.edu/home/llee/opinion-mining-sentiment-analysis-survey.html
11 years ago by @folke
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1Kris Jack: Under the Bonnet of Mahout's Item-based Recommender
http://krisjack.blogspot.de/2012/04/under-bonnet-of-mahouts-item-based.html
12 years ago by @folke
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1Large Scale Network Analysis
http://cneurocvs.rmki.kfki.hu/igraph/NIPS2008.html
12 years ago by @folke
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5Grey’s Anatomy Network of Sexual Relations | (R news & tutorials)
http://www.r-bloggers.com/grey%E2%80%99s-anatomy-network-of-sexual-relations/
13 years ago by @folke
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1Elements and Element Trees
from elementtree.ElementTree import Element, SubElement, ElementTree
13 years ago by @folke
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2Social Network Analysis
Social Network Analysis (SNA) including a tutorial on concepts and methods Social Media – Dr. Giorgos Cheliotis (
13 years ago by @folke
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1R Programming/Descriptive Statistics - Wikibooks, collection of open-content textbooks
uniform d
14 years ago by @folke
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1Social Media Research Blog: community detection
http://socialmedia.typepad.com/blog/community_detection/page/2/
14 years ago by @folke
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5Ontology Learning | Ontogenesis
http://ontogenesis.knowledgeblog.org/2010/01/22/ontology-learning/
14 years ago by @folke
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1chapter2.pdf (application/pdf Object)
http://www.cs.princeton.edu/courses/archive/spr06/cos598C/papers/chapter2.pdf
15 years ago by @folke
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1Methoden der Namenforschung : Methodologie, Methodik und Praxis
A. Ziegler. Akademie Verlag Berlin, Berlin, (2011)
11 years ago by @folke
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namenforschung
onomastics
introductionnamenforschungonomastics
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1Using R for introductory statistics
J. Verzani. CRC Press, (2004)
11 years ago by @folke
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Rintroductionstatisticstextbook
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51Social network analysis: Methods and applications
S. Wasserman, and K. Faust. Cambridge university press, (1994)
11 years ago by @folke
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9Networks: an introduction
M. Newman. Oxford University Press, Inc., (2010)
11 years ago by @folke
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10Data mining and knowledge discovery handbook
O. Maimon, and L. Rokach. Springer, (2010)
11 years ago by @folke
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1Machine learning for hackers
D. Conway, and J. White. O'Reilly Media, Sebastopol, CA, (2012)
11 years ago by @folke
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introductionlearningmachine
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6A Survey of Recommender Systems in Twitter.
S. Kywe, E. Lim, and F. Zhu. SocInfo, volume 7710 of Lecture Notes in Computer Science, page 420-433. Springer, (2012)
12 years ago by @folke
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1recommenderlab: A Framework for Developing and Testing Recommendation Algorithms
M. Hahsler. (2011)
12 years ago by @folke
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5Mahout in action
S. Owen, R. Anil, T. Dunning, and E. Friedman. Manning Publications Co., (2011)
12 years ago by @folke
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1Plotting, Derivatives, and Integrals for Teaching Calculus in R
D. Kaplan. (2012)
12 years ago by @folke
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1Einführung in die Statistik mit R
A. Handl. (2008)
12 years ago by @folke
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R
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31Statistical mechanics of complex networks
R. Albert, and A. Barabási. Reviews of modern physics, 74 (1): 47 (2002)
13 years ago by @folke
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analysisintroductionnetworkreviewsnasurvey
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13Probabilistic graphical models: principles and techniques
D. Koller, and N. Friedman. The MIT Press, (2009)
13 years ago by @folke
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models
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1Structure in Complex Networks (Lecture Notes in Physics)
J. Reichardt. Springer, 1 edition, (2008)
13 years ago by @folke
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2Introduction to probability models
S. Ross. Academic press New York, (2003)
13 years ago by @folke
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statistics
introductionstatistics
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5Statistical Analysis of Network Data: Methods and Models
E. Kolaczyk. Springer Series In Statistics, (2009)
13 years ago by @folke
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6An introduction to categorical data analysis
A. Agresti. Wiley-Blackwell, (2007)
13 years ago by @folke
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27Introduction to Information Retrieval
C. Manning, P. Raghavan, and H. Schütze. Cambridge University Press, Cambridge, UK, (2008)
14 years ago by @folke
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1Clustering
M. Gaertler. Network Analysis, (2005)
14 years ago by @folke
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3A state of the art on social network analysis and its applications on a semantic web
G. Erétéo, M. Buffa, F. Gandon, P. Grohan, M. Leitzelman, and P. Sander. (2008)
14 years ago by @folke
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2Leveraging Collective Intelligence through Community Detection in Tag Networks
S. Papadopoulos, Y. Kompatsiaris, and A. Vakali. (2009)
14 years ago by @folke
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3Learning to crawl: Comparing classification schemes
G. Pant, and P. Srinivasan. ACM Trans. Inf. Syst., 23 (4): 430--462 (2005)
14 years ago by @folke
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1Finite Markov Chains and Algorithmic Applications
H. OLLE. (2000)
14 years ago by @folke
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7Learning in graphical models
M. Jordan. Kluwer Academic Publishers, (1998)
15 years ago by @folke
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1Learning in graphical models
M. Jordan. (2003)
15 years ago by @folke
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models
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2Probabilistic inference in graphical models
M. Jordan, and Y. Weiss. Handbook of neural networks and brain theory, (2002)
15 years ago by @folke
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4Introduction to Bayesian learning
A. Hertzmann. SIGGRAPH '04: ACM SIGGRAPH 2004 Course Notes, page 22. New York, NY, USA, ACM, (2004)
15 years ago by @folke
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3An introduction to graphical models
K. Murphy. Web, (2001)
15 years ago by @folke
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12Operations for Learning with Graphical Models
W. Buntine. Journal of Artificial Intelligence Research, (1994)
15 years ago by @folke
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bayesian
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ml
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notation
plate
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3Latent Semantic Analysis: A Road to Meaning
M. Steyvers, and T. Griffiths. chapter Probabilistic topic models, Laurence Erlbaum, (2007)
15 years ago by @folke
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3Explaining the Gibbs Sampler
G. Casella, and E. George. The American Statistician, 46 (3): 167--174 (1992)
15 years ago by @folke
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2Advanced inference in Bayesian networks
R. Cowell. Learning in Graphical Models. MIT Press, (1998)
15 years ago by @folke
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ml
networks
bayesianintroductionmlnetworks
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2Parameter estimation for text analysis
G. Heinrich. Web: http://www. arbylon. net/publications/text-est. pdf, (2005)
15 years ago by @folke
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1Distributed Gibbs Sampling of Latent Topic Models: The Gritty Details
Y. Wang. (2008)
15 years ago by @folke
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1Structured eigenvalue problems
H. Fassbender, and D. Kressner. GAMM Mitteilungen, 29 (2): 297--318 (2006)
15 years ago by @folke
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1Spectral Graph Theory: Three common spectra
S. Butler. (2006)
15 years ago by @folke
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1Spectral Graph Theory: Cheeger constants and discrepancy
S. Butler. (2006)
15 years ago by @folke
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64The structure and function of complex networks
M. Newman. SIAM Review, 45 (2): 167-256 (2003)
15 years ago by @folke
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