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%% This BibTeX bibliography file was created using BibDesk.
%% http://bibdesk.sourceforge.net/
%% Created for Patrick Wiener at 2016-06-07 09:00:06 +0200
%% Saved with string encoding Unicode (UTF-8)
@inproceedings{Tanasescu2006,
Acmid = {2127119},
Address = {Berlin, Heidelberg},
Author = {Tanasescu, Vlad and Gugliotta, Alessio and Domingue, John and Davies, Rob and Guti{\'e}rrez-Villar\'{\i}as, Leticia and Rowlatt, Mary and Richardson, Marc and Stin\v{c}i\'{c}, Sandra},
Booktitle = {Proceedings of the 5th International Conference on The Semantic Web},
Date-Added = {2016-05-30 10:53:55 +0000},
Date-Modified = {2016-06-07 06:53:23 +0000},
Doi = {10.1007/11926078_71},
Isbn = {3-540-49029-9, 978-3-540-49029-6},
Location = {Athens, GA},
Numpages = {8},
Pages = {959--966},
Publisher = {Springer-Verlag},
Series = {ISWC'06},
Title = {{A Semantic Web Services GIS Based Emergency Management Application}},
Url = {http://dx.doi.org/10.1007/11926078_71},
Year = {2006},
Bdsk-Url-1 = {http://dx.doi.org/10.1007/11926078_71}}
@inbook{Keim2008,
Address = {Berlin, Heidelberg},
Author = {Keim, Daniel A. and Andrienko, Gennady and Fekete, Jean-Daniel and G{\"o}rg, Carsten and Kohlhammer, J{\"o}rn and Melan{\c{c}}on, Guy},
Chapter = {Visual Analytics: Definition, Process, and Challenges},
Date-Added = {2016-05-30 09:03:07 +0000},
Date-Modified = {2016-05-30 09:03:07 +0000},
Doi = {10.1007/978-3-540-70956-5_7},
Editor = {Kerren, Andreas and Stasko, John T. and Fekete, Jean-Daniel and North, Chris},
Isbn = {978-3-540-70956-5},
Pages = {154--175},
Publisher = {Springer Berlin Heidelberg},
Title = {Information Visualization: Human-Centered Issues and Perspectives},
Url = {http://dx.doi.org/10.1007/978-3-540-70956-5_7},
Year = {2008},
Bdsk-Url-1 = {http://dx.doi.org/10.1007/978-3-540-70956-5_7}}
@article{Andrienko2010,
Acmid = {1870657},
Address = {Bristol, PA, USA},
Author = {Andrienko, Gennady and Andrienko, Natalia and Demsar, Urska and Dransch, Doris and Dykes, Jason and Fabrikant, Sara Irina and Jern, Mikael and Kraak, Menno-Jan and Schumann, Heidrun and Tominski, Christian},
Date-Added = {2016-05-30 08:34:35 +0000},
Date-Modified = {2016-05-30 08:34:59 +0000},
Doi = {10.1080/13658816.2010.508043},
Issn = {1365-8816},
Issue_Date = {October 2010},
Journal = {Int. J. Geogr. Inf. Sci.},
Keywords = {geovisualisation, research agenda, spatio-temporal data, users},
Month = {October},
Number = {10},
Numpages = {24},
Pages = {1577--1600},
Publisher = {Taylor \& Francis, Inc.},
Title = {Space, Time and Visual Analytics},
Url = {http://dx.doi.org/10.1080/13658816.2010.508043},
Volume = {24},
Year = {2010},
Bdsk-Url-1 = {http://dx.doi.org/10.1080/13658816.2010.508043}}
@article{Shmueli2011,
Acmid = {2208926},
Address = {Minneapolis, MN, USA},
Author = {Shmueli, Galit and Koppius, Otto R.},
Date-Added = {2016-05-24 09:05:50 +0000},
Date-Modified = {2016-05-24 09:06:25 +0000},
Issn = {0276-7783},
Issue_Date = {September 2011},
Journal = {MIS Quarterly},
Keywords = {causal explanation, data mining, modeling process, prediction, statistical model, theory building, theory testing},
Month = {September},
Number = {3},
Numpages = {20},
Pages = {553--572},
Publisher = {Society for Information Management and The Management Information Systems Research Center},
Title = {Predictive Analytics in Information Systems Research},
Url = {http://dl.acm.org/citation.cfm?id=2208923.2208926},
Volume = {35},
Year = {2011},
Bdsk-Url-1 = {http://dl.acm.org/citation.cfm?id=2208923.2208926}}
@article{Crossland1995,
Acmid = {208596},
Address = {Amsterdam, The Netherlands, The Netherlands},
Author = {Crossland, M. D. and Wynne, B. E. and Perkins, W. C.},
Date-Added = {2016-05-24 09:02:36 +0000},
Date-Modified = {2016-06-07 06:59:00 +0000},
Doi = {10.1016/0167-9236(94)00018-N},
Issn = {0167-9236},
Issue_Date = {July 1995},
Journal = {Decis. Support Syst.},
Month = {July},
Number = {3},
Numpages = {17},
Pages = {219--235},
Publisher = {Elsevier Science Publishers B. V.},
Title = {{Spatial Decision Support Systems: An Overview of Technology and a Test of Efficacy}},
Url = {http://dx.doi.org/10.1016/0167-9236(94)00018-N},
Volume = {14},
Year = {1995},
Bdsk-Url-1 = {http://dx.doi.org/10.1016/0167-9236(94)00018-N}}
@inproceedings{Thakur2015,
Acmid = {2820882},
Address = {New York, NY, USA},
Articleno = {11},
Author = {Thakur, Gautam S. and Bhaduri, Budhendra L. and Piburn, Jesse O. and Sims, Kelly M. and Stewart, Robert N. and Urban, Marie L.},
Booktitle = {Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems},
Date-Added = {2016-05-11 10:55:01 +0000},
Date-Modified = {2016-06-07 06:53:48 +0000},
Doi = {10.1145/2820783.2820882},
Isbn = {978-1-4503-3967-4},
Keywords = {analytics, data architecture, data mining, geospatial intelligence},
Location = {Bellevue, Washington},
Numpages = {4},
Pages = {11:1--11:4},
Publisher = {ACM},
Series = {GIS '15},
Title = {{PlanetSense: A Real-time Streaming and Spatio-temporal Analytics Platform for Gathering Geo-spatial Intelligence from Open Source Data}},
Url = {http://doi.acm.org/10.1145/2820783.2820882},
Year = {2015},
Bdsk-Url-1 = {http://doi.acm.org/10.1145/2820783.2820882},
Bdsk-Url-2 = {http://dx.doi.org/10.1145/2820783.2820882}}
@inbook{Xiang2016,
Address = {Cham},
Author = {Xiang, Zhiyang and Xiao, Zhu and Huang, Yourong and Wang, Dong and Fu, Bin and Chen, Wenjie},
Chapter = {Unsupervised and Semi-supervised Dimensionality Reduction with Self-Organizing Incremental Neural Network and Graph Similarity Constraints},
Date-Added = {2016-05-11 09:15:07 +0000},
Date-Modified = {2016-05-11 09:15:07 +0000},
Doi = {10.1007/978-3-319-31753-3_16},
Editor = {Bailey, James and Khan, Latifur and Washio, Takashi and Dobbie, Gill and Huang, Zhexue Joshua and Wang, Ruili},
Isbn = {978-3-319-31753-3},
Pages = {191--202},
Publisher = {Springer International Publishing},
Title = {Advances in Knowledge Discovery and Data Mining: 20th Pacific-Asia Conference, PAKDD 2016, Auckland, New Zealand, April 19-22, 2016, Proceedings, Part I},
Url = {http://dx.doi.org/10.1007/978-3-319-31753-3_16},
Year = {2016},
Bdsk-Url-1 = {http://dx.doi.org/10.1007/978-3-319-31753-3_16}}
@misc{OGC2013,
Author = {OGC},
Date-Added = {2016-05-10 18:46:07 +0000},
Date-Modified = {2016-06-07 06:46:06 +0000},
Howpublished = {\url{http://www.opengeospatial.org/blog/1866}},
Lastchecked = {10 May 2016},
Month = {August},
Note = {Accessed: 10 May 2016},
Title = {{Big Processing of Geospatial Data}},
Urldate = {8 August 2013},
Year = {2013}}
@article{Arnott2006,
Author = {Arnott, David},
Date-Added = {2016-05-10 09:17:56 +0000},
Date-Modified = {2016-05-10 09:17:56 +0000},
Doi = {10.1111/j.1365-2575.2006.00208.x},
Issn = {1365-2575},
Journal = {Information Systems Journal},
Keywords = {decision support systems, systems development, cognitive bias, behavioural decision theory, design science},
Number = {1},
Pages = {55--78},
Publisher = {Blackwell Science Ltd},
Title = {Cognitive biases and decision support systems development: a design science approach},
Url = {http://dx.doi.org/10.1111/j.1365-2575.2006.00208.x},
Volume = {16},
Year = {2006},
Bdsk-Url-1 = {http://dx.doi.org/10.1111/j.1365-2575.2006.00208.x}}
@article{Kahneman1972,
Author = {Kahneman, Daniel and Tversky, Amos},
Date-Added = {2016-05-10 09:12:47 +0000},
Date-Modified = {2016-05-10 09:18:22 +0000},
Doi = {10.1016/0010-0285(72)90016-3},
Journal = {Cognitive Psychology},
Month = {July},
Number = {3},
Pages = {430--454},
Title = {Subjective probability: A judgment of representativeness},
Volume = {3},
Year = {1972},
Bdsk-Url-1 = {http://dx.doi.org/10.1016/0010-0285(72)90016-3}}
@article{SSK+16a,
Author = {Sacha, Dominik and Senaratne, Hansi and Kwon, Bum Chul and Ellis, Geoffrey and Keim, Daniel A.},
Date-Added = {2016-05-09 21:09:27 +0000},
Date-Modified = {2016-06-07 06:52:39 +0000},
Doi = {10.1109/TVCG.2015.2467591},
Journal = {IEEE Transactions on Visualization and Computer Graphics (Proceedings of the Visual Analytics Science and Technology)},
Month = {Jan},
Number = {01},
Pages = {240-249},
Title = {{The Role of Uncertainty, Awareness, and Trust in Visual Analytics}},
Volume = {22},
Year = {2016},
Bdsk-Url-1 = {http://dx.doi.org/10.1109/TVCG.2015.2467591}}
@misc{Kreps2014,
Author = {Jay Kreps},
Date-Added = {2016-04-22 13:20:42 +0000},
Date-Modified = {2016-05-12 07:37:55 +0000},
Howpublished = {\url{https://www.oreilly.com/ideas/questioning-the-lambda-architecture}},
Month = {July},
Note = {Accessed: 10 May 2016},
Title = {{Questioning the Lambda Architecture}},
Year = {2014}}
@article{SSS+14a,
Author = {Sacha, Dominik and Stoffel, Andreas and Stoffel, Florian and Kwon, Bum Chul and Ellis, Geoffrey and Keim, Daniel A.},
Date-Added = {2016-04-22 12:09:11 +0000},
Date-Modified = {2016-06-07 06:52:52 +0000},
Doi = {10.1109/TVCG.2014.2346481},
Journal = {IEEE Transactions on Visualization and Computer Graphics (Proceedings Visual Analytics Science and Technology 2014)},
Month = {December},
Number = {12},
Pages = {1604 - 1613},
Title = {{Knowledge Generation Model for Visual Analytics}},
Volume = {20},
Year = {2014},
Bdsk-Url-1 = {http://dx.doi.org/10.1109/TVCG.2014.2346481}}
@inproceedings{Frank.2016a,
Author = {Frank, Matthias},
Booktitle = {16th International Conference on Web Engineering (ICWE 2016)},
Date-Modified = {2016-06-07 06:59:14 +0000},
Title = {{Integrating Big Spatio-Temporal Data Using Collaborative Semantic Data Management}}}
@book{Hastie2009,
Author = {Hastie, T. and Tibshirani, R. and Friedman, J.},
Date-Modified = {2016-06-07 06:59:37 +0000},
Edition = {2},
Publisher = {Springer},
Title = {{The Elements of Statistical Learning: Data Mining, Inference and Prediction}},
Year = {2009}}
@book{Marz2013,
Address = {Greenwich},
Author = {Marz, Nathan AND Warren, James},
Date-Added = {2016-04-22 12:05:01 +0000},
Date-Modified = {2016-05-18 13:48:36 +0000},
Keywords = {Big Data},
Publisher = {Manning Publications},
Title = {Big Data: Principles and Best Practices of Scalable Realtime Data Systems},
Year = {2013}}
@book{Keim2010,
Author = {Keim, Daniel A. and Kohlhammer, J{\"o}rn and Ellis, Geoffrey and Mansmann, Florian},
Date-Modified = {2016-06-07 07:00:06 +0000},
Publisher = {The Eurographics Association},
Title = {{Mastering the Information Age: Solving Problems with Visual Analytics}},
Year = {2010}}
@inproceedings{Peng2014,
Author = {Peng, Yue and Liangcun, Jiang},
Booktitle = {Agro-geoinformatics (Agro-geoinformatics 2014), Third International Conference on},
Date-Added = {2016-04-22 12:04:06 +0000},
Date-Modified = {2016-06-07 06:45:25 +0000},
Doi = {10.1109/Agro-Geoinformatics.2014.6910649},
Keywords = {GIS;Big Data},
Month = {August},
Pages = {1--6},
Publisher = {IEEE},
Title = {{BigGIS: How big data can shape next-generation GIS}},
Year = {2014},
Bdsk-Url-1 = {http://dx.doi.org/10.1109/Agro-Geoinformatics.2014.6910649}}
@inproceedings{Frank.2016b,
Author = {Frank, Matthias and Zander, Stefan},
Booktitle = {ESWC workshop: Services and Applications over Linked APIs and Data (SALAD 2016)},
Date-Modified = {2016-06-07 06:59:24 +0000},
Title = {{Smart Web Services for Big Spatio-Temporal Data in Geographical Information Systems}}}
@inproceedings{JSBK15,
Author = {J\"ackle, Dominik and Senaratne, Hansi and Buchm\"uller, Juri and Keim, Daniel A.},
Booktitle = {EuroVis Workshop on Visual Analytics (EuroVA)},
Date-Modified = {2016-06-07 06:59:50 +0000},
Doi = {10.2312/eurova.20151103},
Editor = {E. Bertini and J. C. Roberts},
Publisher = {The Eurographics Association},
Title = {{Integrated Spatial Uncertainty Visualization using Off-screen Aggregation}},
Year = {2015},
Bdsk-Url-1 = {http://dx.doi.org/10.2312/eurova.20151103}}
@book{cressie2015statistics,
Author = {Cressie, Noel and Wikle, Christopher K},
Date-Modified = {2016-06-07 06:54:44 +0000},
Publisher = {John Wiley \& Sons},
Title = {{Statistics for Spatio-Temporal Data}},
Year = {2015}}