358 lines
11 KiB
BibTeX
358 lines
11 KiB
BibTeX
@inproceedings{SHNEIDERMAN1996The,
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title={The Eyes Have It : A Task by Data Type Taxonomy for Information Visualization},
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author={Shneiderman, B.},
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booktitle={Proc IEEE Symposium on Visual Languages},
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year={1996},
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}
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@article{Ronald1936The,
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title={The Use of Multiple Measurements in Taxonomic Problems},
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author={Ronald A. Fisher},
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journal={Annals of Human Genetics},
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|
volume={7},
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number={7},
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pages={179-188},
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year={1936},
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}
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@article{Mendhe2014Supervised,
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title={Supervised Machine (SVM) Learning for Credit Card Fraud Detection},
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author={Mendhe, Neha K. and Thakare, M. N. and Korde, G. D.},
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journal={International Journal of Engineering Trends \& Technology},
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volume={8},
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number={3},
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pages={137-139},
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year={2014},
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}
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@article{Kultur2017Hybrid,
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title={Hybrid approaches for detecting credit card fraud},
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author={Kultur, Yigit and Caglayan, Mehmet Ufuk},
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journal={Expert Systems},
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volume={34},
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number={2},
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pages={1-13},
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year={2017},
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}
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@inproceedings{Masood2015Self,
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title={Self-supervised learning model for skin cancer diagnosis},
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|
author={Masood, Ammara and Al-Jumaily, Adel and Anam, Khairul},
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booktitle={International IEEE/EMBS Conference on Neural Engineering},
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year={2015},
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}
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@article{Ozolek2014Accurate,
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title={Accurate diagnosis of thyroid follicular lesions from nuclear morphology using supervised learning},
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author={Ozolek, John A. and Tosun, Akif Burak and Wang, Wei and Chen, Cheng and Kolouri, Soheil and Basu, Saurav and Huang, Hu and Rohde, Gustavo K.},
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journal={Medical Image Analysis},
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volume={18},
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number={5},
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pages={772-780},
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year={2014},
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}
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|
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|
@inproceedings{Srihari2009Semi,
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title={Semi-supervised Learning for Handwriting Recognition},
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author={Srihari, Sargur N.},
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booktitle={International Conference on Document Analysis \& Recognition},
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year={2009},
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}
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@inproceedings{Gross2008Semi,
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title={Semi-supervised learning of multi-factor models for face de-identification},
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author={Gross, Ralph and Sweeney, Latanya and Torre, Fernando De La and Baker, Simon}, booktitle={IEEE Conference on Computer Vision \& Pattern Recognition}, year={2008},
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}
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@misc{alsbury2012displaying,
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title={Displaying stacked bar charts in a limited display area},
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author={Alsbury, Quinton and Becerra, David},
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year={2012},
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month=aug # "~7",
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publisher={Google Patents},
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note={US Patent 8,239,765}
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}
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@article{harrower2003colorbrewer,
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title={ColorBrewer. org: an online tool for selecting colour schemes for maps},
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author={Harrower, Mark and Brewer, Cynthia A},
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journal={The Cartographic Journal},
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volume={40},
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number={1},
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pages={27--37},
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year={2003},
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publisher={Taylor \& Francis}
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}
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@article{fisher1936use,
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title={The use of multiple measurements in taxonomic problems},
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author={Fisher, Ronald A},
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journal={Annals of eugenics},
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volume={7},
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number={2},
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pages={179--188},
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year={1936},
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publisher={Wiley Online Library}
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}
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@inproceedings{he2016deep,
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title={Deep residual learning for image recognition},
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author={He, Kaiming and Zhang, Xiangyu and Ren, Shaoqing and Sun, Jian},
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booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
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pages={770--778},
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year={2016}
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}
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@article{brynjolfsson2017can,
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title={What can machine learning do? Workforce implications},
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author={Brynjolfsson, Erik and Mitchell, Tom},
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journal={Science},
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volume={358},
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number={6370},
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pages={1530--1534},
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year={2017},
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publisher={American Association for the Advancement of Science}
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}
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@inproceedings{ribeiro2016should,
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title={" Why should i trust you?" Explaining the predictions of any classifier},
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author={Ribeiro, Marco Tulio and Singh, Sameer and Guestrin, Carlos},
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booktitle={Proceedings of the 22nd ACM SIGKDD international conference on knowledge discovery and data mining},
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pages={1135--1144},
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year={2016}
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}
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@article{gunning2017explainable,
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title={Explainable artificial intelligence (xai)},
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author={Gunning, David},
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journal={Defense Advanced Research Projects Agency (DARPA), nd Web},
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volume={2},
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year={2017}
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}
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@book{tzeng2005opening,
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title={Opening the black box-data driven visualization of neural networks},
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author={Tzeng, F-Y and Ma, K-L},
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year={2005},
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publisher={IEEE}
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}
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@article{allix2016empirical,
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title={Empirical assessment of machine learning-based malware detectors for Android},
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author={Allix, Kevin and Bissyand{\'e}, Tegawend{\'e} F and J{\'e}rome, Quentin and Klein, Jacques and Le Traon, Yves and others},
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journal={Empirical Software Engineering},
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volume={21},
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number={1},
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pages={183--211},
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year={2016},
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publisher={Springer}
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}
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@book{hassoun1995fundamentals,
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title={Fundamentals of artificial neural networks},
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author={Hassoun, Mohamad H and others},
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year={1995},
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publisher={MIT press}
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}
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@inproceedings{oshiro2012many,
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title={How many trees in a random forest?},
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author={Oshiro, Thais Mayumi and Perez, Pedro Santoro and Baranauskas, Jos{\'e} Augusto},
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booktitle={International workshop on machine learning and data mining in pattern recognition},
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pages={154--168},
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year={2012},
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organization={Springer}
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}
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@article{montavon2018methods,
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title={Methods for interpreting and understanding deep neural networks},
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author={Montavon, Gr{\'e}goire and Samek, Wojciech and M{\"u}ller, Klaus-Robert},
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journal={Digital Signal Processing},
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volume={73},
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pages={1--15},
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year={2018},
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publisher={Elsevier}
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}
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@article{ming2018rulematrix,
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title={Rulematrix: Visualizing and understanding classifiers with rules},
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author={Ming, Yao and Qu, Huamin and Bertini, Enrico},
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journal={IEEE transactions on visualization and computer graphics},
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volume={25},
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number={1},
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pages={342--352},
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year={2018},
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publisher={IEEE}
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}
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@article{zeng2016towards,
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title={Towards better understanding of deep learning with visualization},
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author={Zeng, Haipeng},
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journal={The Hong Kong University of Science and Technology},
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year={2016}
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}
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@article{grun2016taxonomy,
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title={A taxonomy and library for visualizing learned features in convolutional neural networks},
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author={Gr{\"u}n, Felix and Rupprecht, Christian and Navab, Nassir and Tombari, Federico},
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journal={arXiv preprint arXiv:1606.07757},
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year={2016}
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}
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@article{wongsuphasawat2017visualizing,
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title={Visualizing dataflow graphs of deep learning models in tensorflow},
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author={Wongsuphasawat, Kanit and Smilkov, Daniel and Wexler, James and Wilson, Jimbo and Mane, Dandelion and Fritz, Doug and Krishnan, Dilip and Vi{\'e}gas, Fernanda B and Wattenberg, Martin},
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journal={IEEE transactions on visualization and computer graphics},
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volume={24},
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number={1},
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pages={1--12},
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year={2017},
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publisher={IEEE}
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}
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@inproceedings{nguyen2000visualization,
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title={A visualization tool for interactive learning of large decision trees},
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author={Nguyen, Trong Dung and Ho, Tu Bao and Shimodaira, Hiroshi},
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booktitle={Proceedings 12th IEEE Internationals Conference on Tools with Artificial Intelligence. ICTAI 2000},
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pages={28--35},
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year={2000},
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organization={IEEE}
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}
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@inproceedings{caruana2006empirical,
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title={An empirical comparison of supervised learning algorithms},
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author={Caruana, Rich and Niculescu-Mizil, Alexandru},
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booktitle={Proceedings of the 23rd international conference on Machine learning},
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pages={161--168},
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year={2006}
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}
|
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@article{parker2001rank,
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title={Rank and response combination from confusion matrix data},
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author={Parker, JR},
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journal={Information fusion},
|
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volume={2},
|
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number={2},
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pages={113--120},
|
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year={2001},
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publisher={Elsevier}
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}
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@book{shneiderman2010designing,
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title={Designing the user interface: strategies for effective human-computer interaction},
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author={Shneiderman, Ben and Plaisant, Catherine},
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year={2010},
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publisher={Pearson Education India}
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}
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@inproceedings{graham2003using,
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title={Using curves to enhance parallel coordinate visualisations},
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author={Graham, Martin and Kennedy, Jessie},
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booktitle={Proceedings on Seventh International Conference on Information Visualization, 2003. IV 2003.},
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pages={10--16},
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year={2003},
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organization={IEEE}
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}
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@article{yuan2009scattering,
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title={Scattering points in parallel coordinates},
|
|
author={Yuan, Xiaoru and Guo, Peihong and Xiao, He and Zhou, Hong and Qu, Huamin},
|
|
journal={IEEE Transactions on Visualization and Computer Graphics},
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volume={15},
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number={6},
|
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pages={1001--1008},
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year={2009},
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publisher={IEEE}
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}
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@inproceedings{andrews2006evaluating,
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title={Evaluating information visualisations},
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author={Andrews, Keith},
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booktitle={Proceedings of the 2006 AVI workshop on BEyond time and errors: novel evaluation methods for information visualization},
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pages={1--5},
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year={2006}
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}
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@inproceedings{andrews2006evaluating,
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title={Evaluating information visualisations},
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author={Andrews, Keith},
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booktitle={Proceedings of the 2006 AVI workshop on BEyond time and errors: novel evaluation methods for information visualization},
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pages={1--5},
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year={2006}
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}
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@incollection{carpendale2008evaluating,
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title={Evaluating information visualizations},
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author={Carpendale, Sheelagh},
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booktitle={Information visualization},
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pages={19--45},
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year={2008},
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publisher={Springer}
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}
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@incollection{craig2015interactive,
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title={Interactive animated mobile information visualisation},
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author={Craig, Paul},
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booktitle={SIGGRAPH Asia 2015 Mobile Graphics and Interactive Applications},
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pages={1--6},
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year={2015}
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}
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@inproceedings{craig2015pervasive,
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title={Pervasive information visualization: toward an information visualization design methodology for multi-device co-located synchronous collaboration},
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author={Craig, Paul and Huang, Xin and Chen, Huayue and Wang, Xi and Zhang, Shiyao},
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booktitle={2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing},
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pages={2232--2239},
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year={2015},
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organization={IEEE}
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}
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@inproceedings{craig2014animated,
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title={Animated geo-temporal clusters for exploratory search in event data document collections},
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author={Craig, Paul and Se{\"\i}ler, N{\'e}na Roa and Cervantes, Ana Delia Olvera},
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booktitle={2014 18th International Conference on Information Visualisation},
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pages={157--163},
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year={2014},
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organization={IEEE}
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}
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@inproceedings{craig2012vertical,
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title={A vertical timeline visualization for the exploratory analysis of dialogue data},
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author={Craig, Paul and Roa-Se{\"\i}ler, N{\'e}na},
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booktitle={2012 16th International Conference on Information Visualisation},
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pages={68--73},
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year={2012},
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organization={IEEE}
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}
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@article{gang2011advances,
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title={Advances of Detection Technologyng for Antibiotics from Livestock and Poultry Breeding Wastewater},
|
|
author={Gang, Li and Zhiyong, Yan and Xiuyi, Tan and Junfeng, Chen},
|
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journal={Journal of Green Science and Technology},
|
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number={11},
|
|
pages={54},
|
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year={2011}
|
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}
|
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@article{andersson2003persistence,
|
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title={Persistence of antibiotic resistant bacteria},
|
|
author={Andersson, Dan I},
|
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journal={Current opinion in microbiology},
|
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volume={6},
|
|
number={5},
|
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pages={452--456},
|
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year={2003},
|
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publisher={Elsevier}
|
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}
|
|
|
|
@article{bjorkman1998virulence,
|
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title={Virulence of antibiotic-resistant Salmonella typhimurium},
|
|
author={Bj{\"o}rkman, Johanna and Hughes, Diarmaid and Andersson, Dan I},
|
|
journal={Proceedings of the National Academy of Sciences},
|
|
volume={95},
|
|
number={7},
|
|
pages={3949--3953},
|
|
year={1998},
|
|
publisher={National Acad Sciences}
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|
}
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