BlinkDB, Proceedings of the 8th ACM European Conference on Computer Systems, EuroSys '13, pp.29-42, 2013. ,
DOI : 10.1145/2465351.2465355
Graph Drawing Software, chapter Tulip ? A Huge Graph Visualization Framework, pp.105-126, 2004. ,
Sequential PAttern mining using a bitmap representation, Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining , KDD '02, pp.429-435, 2002. ,
DOI : 10.1145/775047.775109
Breaking the memory wall in MonetDB, Communications of the ACM, vol.51, issue.12, pp.77-85, 2008. ,
DOI : 10.1145/1409360.1409380
Online Computation and Competitive Analysis, 1998. ,
D³ Data-Driven Documents, IEEE Transactions on Visualization and Computer Graphics, vol.17, issue.12, pp.2301-2309, 2011. ,
DOI : 10.1109/TVCG.2011.185
PIVE: Per-Iteration visualization environment for supporting real-time interactions with computational methods, 2014 IEEE Conference on Visual Analytics Science and Technology (VAST), pp.241-242, 2014. ,
DOI : 10.1109/VAST.2014.7042510
Vizdom, Proc. VLDB Endow, pp.2024-2027, 2015. ,
DOI : 10.14778/2824032.2824127
Tempe: Live scripting for live data, 2015 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), pp.137-141, 2015. ,
DOI : 10.1109/VLHCC.2015.7357208
Data-driven rankings: The design and development of the ieee top programming languages news app, IEEE Spectrum, 2015. ,
ProgressiVis: a Toolkit for Steerable Progressive Analytics and Visualization, 1st Workshop on Data Systems for Interactive Analysis, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01202901
Trust me, i'm partially right, Proceedings of the 2012 ACM annual conference on Human Factors in Computing Systems, CHI '12, pp.1673-1682, 2012. ,
DOI : 10.1145/2207676.2208294
Dive in!, Proceedings of the 32nd annual ACM conference on Human factors in computing systems, CHI '14, pp.561-570, 2014. ,
DOI : 10.1145/2556288.2557195
Faster progress bars, Proceedings of the 28th international conference on Human factors in computing systems, CHI '10, pp.1545-1548, 2010. ,
DOI : 10.1145/1753326.1753556
Online aggregation, Proc. of the 1997 ACM SIGMOD International Conference on Management of Data, SIGMOD '97, pp.171-182, 1997. ,
SciPy: Open source scientific tools for Python, 2001. ,
The researcher's guide to the data deluge: Querying a scientific database in just a few seconds, pp.1474-1477, 2011. ,
Supporting scalable analytics with latency constraints, Proc. VLDB Endow, pp.1166-1177, 2015. ,
DOI : 10.14778/2809974.2809979
Nanocubes for Real-Time Exploration of Spatiotemporal Datasets, IEEE Transactions on Visualization and Computer Graphics, vol.19, issue.12, pp.2456-2465, 2013. ,
DOI : 10.1109/TVCG.2013.179
The Effects of Interactive Latency on Exploratory Visual Analysis, IEEE Transactions on Visualization and Computer Graphics, vol.20, issue.12, pp.2122-2131, 2014. ,
DOI : 10.1109/TVCG.2014.2346452
In Situ Visualization at Extreme Scale: Challenges and Opportunities Some methods for classification and analysis of multivariate observations, Proc. of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, pp.14-19, 1967. ,
pandas: a foundational python library for data analysis and statistics. Python for High Performance and Scientific Computing, pp.1-9, 2011. ,
Response time in man-computer conversational transactions, Proceedings of the December 9-11, 1968, fall joint computer conference, part I on, AFIPS '68 (Fall, part I), pp.267-277, 1968. ,
DOI : 10.1145/1476589.1476628
Opening the Black Box: Strategies for Increased User Involvement in Existing Algorithm Implementations, IEEE Transactions on Visualization and Computer Graphics, vol.20, issue.12, pp.1643-1652, 2014. ,
DOI : 10.1109/TVCG.2014.2346578
A survey of computational steering environments, Future Generation Computer Systems, vol.15, issue.1, pp.119-129, 1999. ,
DOI : 10.1016/S0167-739X(98)00047-8
Data streams: Algorithms and applications. Found. Trends Theor, Comput. Sci, vol.1, issue.2, pp.117-236, 2005. ,
The importance of percent-done progress indicators for computer-human interfaces, Proc. of the SIGCHI Conf. on Human Factors in Comp. Sys., CHI '85, pp.11-17, 1985. ,
Usability engineering Response times: The 3 important lim- its. https://www.nngroup.com/articles/ response-times-3-important-limits, 1994. ,
Scikit-learn: Machine learning in Python, Journal of Machine Learning Research, vol.12, pp.2825-2830, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00650905
Machine Learning with Spark. Community experience distilled, 2015. ,
Approximated and User Steerable tSNE for Progressive Visual Analytics, IEEE Transactions on Visualization and Computer Graphics, 2015. ,
DOI : 10.1109/TVCG.2016.2570755
R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, 2013 ,
Iterative methods for sparse linear systems, Siam, 2003. ,
DOI : 10.1137/1.9780898718003
An Enhanced Visualization Process Model for Incremental Visualization, IEEE Transactions on Visualization and Computer Graphics, vol.22, issue.7, pp.1-1, 2015. ,
DOI : 10.1109/TVCG.2015.2462356
Web-scale k-means clustering, Proceedings of the 19th international conference on World wide web, WWW '10, pp.1177-1178, 2010. ,
DOI : 10.1145/1772690.1772862
Designing and Engineering Time: The Psychology of Time Perception in Software, 2008. ,
Direct Manipulation: A Step Beyond Programming Languages, Computer, vol.16, issue.8, pp.57-69, 1983. ,
DOI : 10.1109/MC.1983.1654471
Response time and display rate in human performance with computers, ACM Computing Surveys, vol.16, issue.3, pp.265-285, 1984. ,
DOI : 10.1145/2514.2517
Progressive Visual Analytics: User-Driven Visual Exploration of In-Progress Analytics, IEEE Transactions on Visualization and Computer Graphics, vol.20, issue.12, pp.1653-1662, 2014. ,
DOI : 10.1109/TVCG.2014.2346574
The NumPy Array: A Structure for Efficient Numerical Computation, Computing in Science & Engineering, vol.13, issue.2, pp.22-30, 2011. ,
DOI : 10.1109/MCSE.2011.37
URL : https://hal.archives-ouvertes.fr/inria-00564007
Steerable, Progressive Multidimensional Scaling, IEEE Symposium on Information Visualization, pp.57-64, 2004. ,
DOI : 10.1109/INFVIS.2004.60
Spark: Cluster computing with working sets, Proc. of the 2Nd USENIX Conference on Hot Topics in Cloud Computing, HotCloud'10, pp.10-10, 2010. ,
Discretized streams, Proceedings of the Twenty-Fourth ACM Symposium on Operating Systems Principles, SOSP '13, pp.423-438, 2013. ,
DOI : 10.1145/2517349.2522737