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@article{Bengio03,
author = {Bengio, Yoshua and Ducharme, R{\'e}jean and Vincent, Pascal and Janvin, Christian},
title = {A Neural Probabilistic Language Model},
journal = {J. Mach. Learn. Res.},
issue_date = {3/1/2003},
volume = {3},
month = mar,
year = {2003},
issn = {1532-4435},
pages = {1137--1155},
numpages = {19},
url = {http://dl.acm.org/citation.cfm?id=944919.944966},
acmid = {944966},
publisher = {JMLR.org}
}
@article{Collobert11,
author = {Collobert, Ronan and Weston, Jason and Bottou, L{\'e}on and Karlen, Michael and Kavukcuoglu, Koray and Kuksa, Pavel},
title = {Natural Language Processing (Almost) from Scratch},
journal = {J. Mach. Learn. Res.},
issue_date = {2/1/2011},
volume = {12},
month = nov,
year = {2011},
issn = {1532-4435},
pages = {2493--2537},
numpages = {45},
url = {http://dl.acm.org/citation.cfm?id=1953048.2078186},
acmid = {2078186},
publisher = {JMLR.org}
}
@inproceedings{Mikolov13,
abstract = {<p>Continuous space language models have recently demonstrated outstanding
results across a variety of tasks. In this paper, we examine the vector-space
word representations that are implicitly learned by the input-layer weights. We
find that these representations are surprisingly good at capturing syntactic and
semantic regularities in language, and that each relationship is characterized by
a relation-specific vector offset. This allows vector-oriented reasoning based on
the offsets between words. For example, the male/female relationship is
automatically learned, and with the induced vector representations, ¡°King - Man +
Woman¡± results in a vector very close to ¡°Queen.¡± We demonstrate that the word
vectors capture syntactic regularities by means of syntactic analogy questions
(provided with this paper), and are able to correctly answer almost 40{\%} of the
questions. We demonstrate that the word vectors capture semantic regularities by
using the vector offset method to answer SemEval-2012 Task 2 questions.
Remarkably, this method outperforms the best previous systems.</p>},
author = {Tomas Mikolov and Wen-tau Yih and Geoffrey Zweig},
booktitle = {Proceedings of the 2013 Conference of the North American Chapter of the
Association for Computational Linguistics: Human Language Technologies
(NAACL-HLT-2013)},
month = {May},
publisher = {Association for Computational Linguistics},
title = {Linguistic Regularities in Continuous Space Word Representations},
url = {http://research.microsoft.com/apps/pubs/default.aspx?id=189726},
year = {2013}
}
@inproceedings{Zou13,
added-at = {2013-11-10T00:00:00.000+0100},
author = {Zou, Will Y. and Socher, Richard and Cer, Daniel M. and Manning, Christopher D.},
biburl = {http://www.bibsonomy.org/bibtex/2cc802134e6685d56415a43d566380425/dblp},
booktitle = {EMNLP},
crossref = {conf/emnlp/2013},
ee = {http://aclweb.org/anthology//D/D13/D13-1141.pdf},
interhash = {477e7d3db88f18fb6c649a21f2e3d5b6},
intrahash = {cc802134e6685d56415a43d566380425},
isbn = {978-1-937284-97-8},
keywords = {dblp},
pages = {1393-1398},
publisher = {ACL},
timestamp = {2013-11-12T11:34:07.000+0100},
title = {Bilingual Word Embeddings for Phrase-Based Machine Translation.},
url = {http://dblp.uni-trier.de/db/conf/emnlp/emnlp2013.html#ZouSCM13},
year = 2013
}
@BOOK{tryon,
title={Cluster Analysis;corelation Profile an Orthometric (factor) Analysis for the Isolation of Unities in Mind and Personality, by Robert Choate Tryon ... Ann Arbor, Mich., Edwards Brothers, Inc., Lithoprinters and Publishers, 1939},
author={Tryon, R.C. and Bailey, D.E.},
lccn={71115152},
url={https://books.google.it/books?id=\_yRJnwEACAAJ},
year={1970},
publisher={McGraw-Hill}
}
@inproceedings{macqueen67,
address = "Berkeley, Calif.",
author = "MacQueen, J.",
booktitle = "Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, Volume 1: Statistics",
pages = "281--297",
publisher = "University of California Press",
title = "Some methods for classification and analysis of multivariate observations",
url = "http://projecteuclid.org/euclid.bsmsp/1200512992",
year = "1967"
}
@book{Rajaraman11,
author = {Rajaraman, Anand and Ullman, Jeffrey David},
title = {Mining of Massive Datasets},
year = {2011},
isbn = {1107015359, 9781107015357},
publisher = {Cambridge University Press},
address = {New York, NY, USA}
}
@article{Cohen99,
author = {Jacqueline Cohen and George Tita},
title = {Diffusion in Homicide: Exploring a General Method for Detecting Spatial Diffusion Processes},
year = {1999},
masid = {2962172}
}
@article {Rosenfeld99,
author = {Rosenfeld, Richard and Bray, Timothy M. and Egley, Arlen},
title = {Facilitating Violence: A Comparison of Gang-Motivated, Gang-Affiliated, and Nongang Youth Homicides},
journal = {Journal of Quantitative Criminology},
publisher = {Springer Netherlands},
issn = {0748-4518},
keyword = {Humanities, Social Sciences and Law},
pages = {495-516},
volume = {15},
issue = {4},
url = {http://dx.doi.org/10.1023/A:1007548309620},
note = {10.1023/A:1007548309620},
year = {1999}}
@article {Griffith2004,
author = {Griffiths, Elisabeth and Chavez, Jorge M.},
title = {COMMUNITIES, STREET GUNS AND HOMICIDE TRAJECTORIES IN CHICAGO, 1980„1¤795: MERGING METHODS FOR EXAMINING HOMICIDE TRENDS ACROSS SPACE AND TIME},
journal = {Criminology},
volume = {42},
number = {4},
publisher = {Blackwell Publishing Ltd},
issn = {1745-9125},
url = {http://dx.doi.org/10.1111/j.1745-9125.2004.tb00541.x},
doi = {10.1111/j.1745-9125.2004.tb00541.x},
pages = {941--978},
keywords = {communities, space, time, homicide, trajectories},
year = {2004}
}
@book{Anderson2000,
title={Code of the street: decency, violence, and the moral life of the inner city},
url={http://books.google.com/books?id=c_gRlo2eE00C&pgis=1},
publisher={W.W. Norton},
author={Anderson, Elijah},
year={2000},
pages={352}
}
@article{Loftin86,
title = {Assaultive violence as a contagious process},
year = {1986},
author = {Loftin,C.},
journal = {Bulletin of the New York Academy of Medicine},
volume = {62},
number = {5},
pages = {550„1¤75}}
@misc{Ministero,
author = {Ministero dell'Interno},
title = {Direzione Centrale della Polizia di Prevenzione - I compiti},
howpublished = "\url{http://www.interno.it/mininterno/export/sites/default/it/sezioni/ministero/dipartimenti/dip_pubblica_sicurezza/direzione_centrale_della_polizia_di_prevenzione/scheda_15820.html}",
note = "[Online in data 25-giugno-2011]"
}
@INPROCEEDINGS{Anselin88,
author = {Luc Anselin},
title = {Spatial Econometrics},
booktitle = {Palgrave Handbook of Econometrics: Volume 1, Econometric Theory},
year = {2001},
%pages = {310--330},
publisher = {Kluwer}
}
@ARTICLE{Anselin2002,
author = {Luc Anselin},
title = {Under the hood: issues in the specification and interpretation of spatial regression models},
journal = {Agricultural Economics},
year = {2002},
volume = {27},
pages = {247--267}
}
@article{Haining2003,
author = {Haining,R. P.},
title = {Spatial data Analysis: Theory and Practice},
year = {2003},
masid = {3775932}
}
@incollection{Tita2010,
author = {Tita, George E. and Radil, Steven M.},
affiliation = {Department of Criminology, Law and Society, University of California, Irvine, Irvine, CA, USA},
title = {Spatial Regression Models in Criminology: Modeling Social Processes in the Spatial Weights Matrix},
booktitle = {Handbook of Quantitative Criminology},
editor = {Piquero, Alex R. and Weisburd, David},
publisher = {Springer New York},
isbn = {978-0-387-77650-7},
keyword = {Social Sciences},
pages = {101-121},
url = {http://dx.doi.org/10.1007/978-0-387-77650-7\_6},
note = {10.1007/978-0-387-77650-7\_6},
year = {2010}
}
@book{Seifert2010,
author = {Seifert, Jeffrey W.},
title = {Data Mining and Homeland Security: An Overview},
year = {2010},
isbn = {1116260700, 9781116260700},
publisher = {Bibliographisches Institut AG},
address = {Mannheim, W. Germany, Germany},
}
@article{Porter80,
address = {San Francisco, CA, USA},
author = {Porter, M. F.},
isbn = {1-55860-454-5},
journal = {Program},
keywords = {porter, stemmer},
number = {3},
pages = {130--137},
posted-at = {2006-10-31 10:27:47},
priority = {2},
publisher = {Morgan Kaufmann Publishers Inc.},
title = {{An algorithm for suffix stripping}},
url = {http://portal.acm.org/citation.cfm?id=275705},
volume = {14},
year = {1980}
}
@book{Berry99,
author = {Berry, Michael W. and Browne, Murray},
title = {Understanding search engines: mathematical modeling and text retrieval},
year = {1999},
isbn = {0-89871-437-0},
publisher = {Society for Industrial and Applied Mathematics},
address = {Philadelphia, PA, USA},
}
@article{Aggarwal2005,
author = {Aggarwal, Charu C.},
title = {On Change Diagnosis in Evolving Data Streams},
journal = {IEEE Trans. on Knowl. and Data Eng.},
volume = {17},
issue = {5},
month = {May},
year = {2005},
issn = {1041-4347},
pages = {587--600},
numpages = {14},
url = {http://dx.doi.org/10.1109/TKDE.2005.78},
doi = {http://dx.doi.org/10.1109/TKDE.2005.78},
acmid = {1053691},
publisher = {IEEE Educational Activities Department},
address = {Piscataway, NJ, USA},
keywords = {Index Terms- Data streams, evolution, change detection.},
}
@inproceedings{Ceci2010,
author = {Ceci, Michelangelo and Appice, Annalisa and Malerba, Donato},
title = {Time-Slice Density Estimation for Semantic-Based Tourist Destination Suggestion},
booktitle = {Proceeding of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence},
year = {2010},
isbn = {978-1-60750-605-8},
pages = {1107--1108},
numpages = {2},
url = {http://portal.acm.org/citation.cfm?id=1860967.1861228},
acmid = {1861228},
publisher = {IOS Press},
address = {Amsterdam, The Netherlands},
}
@inproceedings{He2005,
author = {He, Xiaofei and Cai, Deng and Niyogi, Partha},
booktitle = {In NIPS},
citeulike-article-id = {7205936},
citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.71.3712},
keywords = {filter},
posted-at = {2010-05-22 00:52:08},
priority = {2},
title = {{Laplacian score for feature selection}},
url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.71.3712},
volume = {17},
year = {2005}
}
@electronic{Ester96,
author = {Ester, Martin and Kriegel, Hans-peter and J\"{o}rg, S. and Xu, Xiaowei},
citeulike-article-id = {3509601},
citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.71.1980},
keywords = {arm},
pages = {226--231},
posted-at = {2009-01-14 20:15:58},
priority = {2},
title = {{A density-based algorithm for discovering clusters in large spatial databases with noise}},
url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.71.1980},
year = {1996}
}
@book{Jolliffe2002,
author = {Jolliffe, I. T.},
title = {Principal Component Analysis},
series = {Springer Series in Statistics},
publisher = {Springer New York},
isbn = {978-0-387-22440-4},
keyword = {Statistics},
url = {http://dx.doi.org/10.1007/0-387-22440-8_1},
year = {2002}
}
@inproceedings{MacQueen67,
author = {J. B. MacQueen},
booktitle = {Proc. of the fifth Berkeley Symposium on Mathematical Statistics and Probability},
editor = {L. M. Le Cam and J. Neyman},
interhash = {8d7d4dfe7d3a06b8c9c3c2bb7aa91e28},
intrahash = {5dcdb8cd9fba78e0e791af619d61d66d},
pages = {281-297},
publisher = {University of California Press},
title = {Some Methods for Classification and Analysis of MultiVariate Observations},
volume = 1,
year = 1967,
timestamp = {2007-08-23T16:58:27.000+0200},
keywords = {kmeans},
added-at = {2007-08-23T16:58:27.000+0200},
file = {},
biburl = {http://www.bibsonomy.org/bibtex/25dcdb8cd9fba78e0e791af619d61d66d/gromgull}
}
@article{Weka,
author = {Hall, Mark and Frank, Eibe and Holmes, Geoffrey and Pfahringer, Bernhard and Reutemann, Peter and Witten, Ian H.},
title = {The WEKA data mining software: an update},
journal = {SIGKDD Explor. Newsl.},
volume = {11},
issue = {1},
month = {November},
year = {2009},
issn = {1931-0145},
pages = {10--18},
numpages = {9},
url = {http://doi.acm.org/10.1145/1656274.1656278},
doi = {http://doi.acm.org/10.1145/1656274.1656278},
acmid = {1656278},
publisher = {ACM},
address = {New York, NY, USA},
}
@book{Lucene,
title={Lucene in Action},
author={McCandless, M. and Hatcher, E. and Gospodneti{\'c}, O.},
isbn={9781933988177},
series={Manning Pubs Co Series},
url={http://books.google.com/books?id=XrJBPgAACAAJ},
year={2010},
publisher={Manning}
}
@article{Newman2004,
archivePrefix = {arXiv},
author = {Newman, M. E. J. and Girvan, M.},
citeulike-article-id = {154},
citeulike-linkout-0 = {http://arxiv.org/abs/cond-mat/0308217},
citeulike-linkout-1 = {http://arxiv.org/pdf/cond-mat/0308217},
citeulike-linkout-2 = {http://dx.doi.org/10.1103/PhysRevE.69.026113},
citeulike-linkout-3 = {http://link.aps.org/abstract/PRE/v69/i2/e026113},
citeulike-linkout-4 = {http://link.aps.org/pdf/PRE/v69/i2/e026113},
day = {11},
doi = {10.1103/PhysRevE.69.026113},
eprint = {cond-mat/0308217},
journal = {Physical Review E},
keywords = {algorithm, betweenness, community, networks},
month = feb,
number = {2},
posted-at = {2007-08-10 17:54:42},
priority = {0},
publisher = {American Physical Society},
title = {{Finding and evaluating community structure in networks}},
url = {http://dx.doi.org/10.1103/PhysRevE.69.026113},
volume = {69},
year = {2004}
}