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@article{samuel1959some,
title={Some studies in machine learning using the game of checkers},
author={Samuel, Arthur L},
journal={IBM Journal of research and development},
volume={3},
number={3},
pages={210--229},
year={1959},
publisher={IBM}
}
@article{barrick1991big,
title={The big five personality dimensions and job performance: a meta-analysis},
author={Barrick, Murray R and Mount, Michael K},
journal={Personnel psychology},
volume={44},
number={1},
pages={1--26},
year={1991},
publisher={Wiley Online Library}
}
@article{goldberg1993structure,
title={The structure of phenotypic personality traits.},
author={Goldberg, Lewis R},
journal={American psychologist},
volume={48},
number={1},
pages={26},
year={1993},
publisher={American Psychological Association}
}
@article{costa2008revised,
title={The revised neo personality inventory (neo-pi-r)},
author={Costa, Paul T and McCrae, Robert R},
journal={The SAGE handbook of personality theory and assessment},
volume={2},
number={2},
pages={179--198},
year={2008},
publisher={Sage Publications Inc. Thousand Oaks, CA, US}
}
@book{rubenzer2004personality,
title={Personality, character, and leadership in the White House: Psychologists assess the presidents},
author={Rubenzer, Steven J and Faschingbauer, Thomas R},
year={2004},
publisher={Potomac Books, Inc.}
}
@article{viswesvaran2000measurement,
title={Measurement error in “Big Five Factors” personality assessment: Reliability generalization across studies and measures},
author={Viswesvaran, Chockalingam and Ones, Deniz S},
journal={Educational and Psychological Measurement},
volume={60},
number={2},
pages={224--235},
year={2000},
publisher={Sage Publications Sage CA: Thousand Oaks, CA}
}
@article{saulsman2004five,
title={The five-factor model and personality disorder empirical literature: A meta-analytic review},
author={Saulsman, Lisa M and Page, Andrew C},
journal={Clinical psychology review},
volume={23},
number={8},
pages={1055--1085},
year={2004},
publisher={Elsevier}
}
@article{cheung1998indigenous,
title={Indigenous personality measures: Chinese examples},
author={Cheung, Fanny M and Leung, Kwok},
journal={Journal of Cross-Cultural Psychology},
volume={29},
number={1},
pages={233--248},
year={1998},
publisher={Sage Publications Sage CA: Thousand Oaks, CA}
}
@article{franklin2005elements,
title={The elements of statistical learning: data mining, inference and prediction},
author={Franklin, James},
journal={The Mathematical Intelligencer},
volume={27},
number={2},
pages={83--85},
year={2005},
publisher={Springer}
}
@article{chakrabarti2006data,
title={Data mining curriculum: A proposal (Version 1.0)},
author={Chakrabarti, Soumen and Ester, Martin and Fayyad, Usama and Gehrke, Johannes and Han, Jiawei and Morishita, Shinichi and Piatetsky-Shapiro, Gregory and Wang, Wei},
journal={Intensive Working Group of ACM SIGKDD Curriculum Committee},
volume={140},
year={2006}
}
@inproceedings{tan1999text,
title={Text mining: The state of the art and the challenges},
author={Tan, Ah-Hwee and others},
booktitle={Proceedings of the PAKDD 1999 Workshop on Knowledge Disocovery from Advanced Databases},
volume={8},
pages={65--70},
year={1999},
organization={sn}
}
@book{corr2009cambridge,
title={The Cambridge handbook of personality psychology},
author={Corr, Philip J and Matthews, Gerald},
year={2009},
publisher={Cambridge University Press Cambridge}
}
@book{sadock2000comprehensive,
title={Comprehensive textbook of psychiatry},
author={Sadock, Benjamin J and Sadock, Virginia A and Ruiz, Pedro},
year={2000},
publisher={lippincott Williams \& wilkins Philadelphia}
}
@article{triandis2002cultural,
author = {Triandis, Harry C. and Suh, Eunkook M.},
title = {Cultural Influences on Personality},
journal = {Annual Review of Psychology},
volume = {53},
number = {1},
pages = {133-160},
year = {2002},
doi = {10.1146/annurev.psych.53.100901.135200},
eprint = {https://doi.org/10.1146/annurev.psych.53.100901.135200}
}
@inproceedings{nair2010rectified,
title={Rectified linear units improve restricted boltzmann machines},
author={Nair, Vinod and Hinton, Geoffrey E},
booktitle={Proceedings of the 27th International Conference on machine learning (ICML-10)},
pages={807--814},
year={2010}
}
@article{hahnloser2000digital,
author = {Hahnloser, Richard and Sarpeshkar, Rahul and A. Mahowald, Misha
and Douglas, Rodney and Sebastian Seung, H},
year = {2000},
month = {07},
pages = {947-51},
title = {Digital selection and analogue amplification coexist in a
cortex-inspired silicon circuit},
volume = {405},
booktitle = {Nature}
}
@inproceedings{hahnloser2003permitted,
author = {Hahnloser, Richard and Seung, H. Sebastian},
booktitle = {Advances in Neural Information Processing Systems},
editor = {T. Leen and T. Dietterich and V. Tresp},
pages = {},
publisher = {MIT Press},
title = {Permitted and Forbidden Sets in Symmetric Threshold-Linear Networks},
url = {https://proceedings.neurips.cc/paper/2000/file/c8cbd669cfb2f016574e9d147092b5bb-Paper.pdf},
volume = {13},
year = {2000}
}
@inproceedings{glorot2011deep,
title={Deep sparse rectifier neural networks},
author={Glorot, Xavier and Bordes, Antoine and Bengio, Yoshua},
booktitle={Proceedings of the fourteenth international conference on artificial intelligence and statistics},
pages={315--323},
year={2011}
}
@article{tang2013deep,
title={Deep learning using linear support vector machines},
author={Tang, Yichuan},
journal={arXiv preprint arXiv:1306.0239},
year={2013}
}
@inproceedings{han1995influence,
title={The influence of the sigmoid function parameters on the speed of backpropagation learning},
author={Han, Jun and Moraga, Claudio},
booktitle={International Workshop on Artificial Neural Networks},
pages={195--201},
year={1995},
organization={Springer}
}
@article{duchi2011adaptive,
title={Adaptive subgradient methods for online learning and stochastic optimization},
author={Duchi, John and Hazan, Elad and Singer, Yoram},
journal={Journal of Machine Learning Research},
volume={12},
number={Jul},
pages={2121--2159},
year={2011}
}
@book{burnham2003model,
title={Model selection and multimodel inference: a practical information-theoretic approach},
author={Burnham, Kenneth P and Anderson, David R},
year={2003},
publisher={Springer Science \& Business Media}
}
@inproceedings{mikolov2013distributed,
title={Distributed representations of words and phrases and their compositionality},
author={Mikolov, Tomas and Sutskever, Ilya and Chen, Kai and Corrado, Greg S and Dean, Jeff},
booktitle={Advances in neural information processing systems},
pages={3111--3119},
year={2013}
}
@article{mikolov2013efficient,
title={Efficient estimation of word representations in vector space},
author={Mikolov, Tomas and Chen, Kai and Corrado, Greg and Dean, Jeffrey},
journal={arXiv preprint arXiv:1301.3781},
year={2013}
}
@inproceedings{mikolov2013linguistic,
title={Linguistic regularities in continuous space word representations},
author={Mikolov, Tomas and Yih, Wen-tau and Zweig, Geoffrey},
booktitle={Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
pages={746--751},
year={2013}
}
@inproceedings{pennington2014glove,
title={Glove: Global vectors for word representation},
author={Pennington, Jeffrey and Socher, Richard and Manning, Christopher},
booktitle={Proceedings of the 2014 conference on empirical methods in natural language processing (EMNLP)},
pages={1532--1543},
year={2014}
}
@book{manning1999foundations,
title={Foundations of statistical natural language processing},
author={Manning, Christopher D and Manning, Christopher D and Sch{\"u}tze, Hinrich},
year={1999},
publisher={MIT press}
}
@article{kim2014convolutional,
title={Convolutional neural networks for sentence classification},
author={Kim, Yoon},
journal={arXiv preprint arXiv:1408.5882},
year={2014}
}
@article{ioffe2015batch,
title={Batch normalization: Accelerating deep network training by reducing internal covariate shift},
author={Ioffe, Sergey and Szegedy, Christian},
journal={arXiv preprint arXiv:1502.03167},
year={2015}
}
@article{maaten2008visualizing,
title={Visualizing data using t-SNE},
author={Maaten, Laurens van der and Hinton, Geoffrey},
journal={Journal of machine learning research},
volume={9},
number={Nov},
pages={2579--2605},
year={2008}
}
@article{liu2016classification,
title={Classification with noisy labels by importance reweighting},
author={Liu, Tongliang and Tao, Dacheng},
journal={IEEE Transactions on pattern analysis and machine intelligence},
volume={38},
number={3},
pages={447--461},
year={2016},
publisher={IEEE}
}
@incollection{bottou2010large,
title={Large-scale machine learning with stochastic gradient descent},
author={Bottou, L{\'e}on},
booktitle={Proceedings of COMPSTAT'2010},
pages={177--186},
year={2010},
publisher={Springer}
}
@article{wang2009mean,
title={Mean squared error: Love it or leave it? A new look at signal fidelity measures},
author={Wang, Zhou and Bovik, Alan C},
journal={IEEE signal processing magazine},
volume={26},
number={1},
pages={98--117},
year={2009},
publisher={IEEE}
}
@inproceedings{mnih2013learning,
title={Learning word embeddings efficiently with noise-contrastive estimation},
author={Mnih, Andriy and Kavukcuoglu, Koray},
booktitle={Advances in neural information processing systems},
pages={2265--2273},
year={2013}
}
@article{dyer2014notes,
title={Notes on noise contrastive estimation and negative sampling},
author={Dyer, Chris},
journal={arXiv preprint arXiv:1410.8251},
year={2014}
}
@inproceedings{liu2016large,
title={Large-Margin Softmax Loss for Convolutional Neural Networks.},
author={Liu, Weiyang and Wen, Yandong and Yu, Zhiding and Yang, Meng},
booktitle={ICML},
pages={507--516},
year={2016}
}
@article{ruder2016overview,
title={An overview of gradient descent optimization algorithms},
author={Ruder, Sebastian},
journal={arXiv preprint arXiv:1609.04747},
year={2016}
}
@article{horikawa1992fuzzy,
title={On fuzzy modeling using fuzzy neural networks with the back-propagation algorithm},
author={Horikawa, S-I and Furuhashi, Takeshi and Uchikawa, Yoshiki},
journal={IEEE transactions on Neural Networks},
volume={3},
number={5},
pages={801--806},
year={1992},
publisher={IEEE}
}
@inproceedings{wallach2006topic,
title={Topic modeling: beyond bag-of-words},
author={Wallach, Hanna M},
booktitle={Proceedings of the 23rd international conference on Machine learning},
pages={977--984},
year={2006},
organization={ACM}
}
@article{svozil1997introduction,
title={Introduction to multi-layer feed-forward neural networks},
author={Svozil, Daniel and Kvasnicka, Vladimir and Pospichal, Jiri},
journal={Chemometrics and intelligent laboratory systems},
volume={39},
number={1},
pages={43--62},
year={1997},
publisher={Elsevier}
}
@inproceedings{sainath2015convolutional,
title={Convolutional, long short-term memory, fully connected deep neural networks},
author={Sainath, Tara N and Vinyals, Oriol and Senior, Andrew and Sak, Ha{\c{s}}im},
booktitle={Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on},
pages={4580--4584},
year={2015},
organization={IEEE}
}
@article{karpathy2016cs231n,
title={Cs231n convolutional neural networks for visual recognition},
author={Karpathy, Andrej},
journal={Neural networks},
volume={1},
year={2016}
}
@inproceedings{erk2008structured,
title={A structured vector space model for word meaning in context},
author={Erk, Katrin and Pad{\'o}, Sebastian},
booktitle={Proceedings of the Conference on Empirical Methods in Natural Language Processing},
pages={897--906},
year={2008},
organization={Association for Computational Linguistics}
}
@inproceedings{baroni2014don,
title={Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors},
author={Baroni, Marco and Dinu, Georgiana and Kruszewski, Germ{\'a}n},
booktitle={Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
volume={1},
pages={238--247},
year={2014}
}
@article{brown1957linguistic,
title={Linguistic determinism and the part of speech.},
author={Brown, Roger W},
journal={The Journal of Abnormal and Social Psychology},
volume={55},
number={1},
pages={1},
year={1957},
publisher={American Psychological Association}
}