references.bib

@article{EvoMSA,
author = {Graff, Mario and Miranda{-}Jim{\'{e}}nez, Sabino and Tellez, Eric S. and Moctezuma, Daniela},
title     = {EvoMSA: {A} Multilingual Evolutionary Approach for Sentiment Analysis},
journal   = {Computational Intelligence Magazine},
volume    = {15},
issue     = {1},
year      = {2020},
pages     = {76 -- 88},
url       = {https://ieeexplore.ieee.org/document/8956106},
month     = {Feb.}
}

@article{microTC,
title = {An automated text categorization framework based on hyperparameter optimization},
journal = {Knowledge-Based Systems},
volume = {149},
pages = {110--123},
year = {2018},
issn = {0950-7051},
doi = {10.1016/j.knosys.2018.03.003},
url = {https://www.sciencedirect.com/science/article/pii/S0950705118301217},
author = {Tellez, Eric S. and Moctezuma, Daniela and Miranda-Jiménez, Sabino and Graff, Mario}
}

@article{B4MSA,
title = {A {Simple} {Approach} to {Multilingual} {Polarity} {Classification} in {Twitter}},
issn = {0167-8655},
url = {http://www.sciencedirect.com/science/article/pii/S0167865517301721},
doi = {10.1016/j.patrec.2017.05.024},
urldate = {2017-05-24},
journal = {Pattern Recognition Letters},
author = {Tellez, Eric S. and Miranda-Jiménez, Sabino and Graff, Mario and Moctezuma, Daniela and Suárez, Ranyart R. and Siordia, Oscar S.},
year = {2017}
}

@article{TELLEZ2017,
title = {A case study of Spanish text transformations for twitter sentiment analysis},
journal = {Expert Systems with Applications},
volume = {81},
pages = {457-471},
year = {2017},
issn = {0957-4174},
doi = {https://doi.org/10.1016/j.eswa.2017.03.071},
url = {https://www.sciencedirect.com/science/article/pii/S0957417417302312},
author = {Tellez, Eric S. and Miranda-Jiménez, Sabino and Graff, Mario and Moctezuma, Daniela and Siordia, Oscar S. and Villaseñor, Elio A.}
}

@article{Wolpert1992StackedGeneralization,
 _url = {https://www.sciencedirect.com/science/article/pii/S0893608005800231},
 author = {Wolpert, David H.},
 doi = {10.1016/S0893-6080(05)80023-1},
 issn = {0893-6080},
 journal = {Neural Networks},
 month = {Jan.},
 number = {2},
 pages = {241--259},
 publisher = {Pergamon},
 title = {{Stacked generalization}},
 volume = {5},
 year = {1992}
}

@book{JurafskyMartin,
   author = {Daniel Jurafsky and James H. Martin},
   pages = {628},
   publisher = {Draft},
   title = {Speech and Language Processing. An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition.},
   url = {http://www.amazon.ca/exec/obidos/redirect?tag=citeulike09-20&path=ASIN/0387402721},
   year = {2023},
}


@article{Salton1973,
   abstract = {The existing practice in automatic indexing is reviewed, and it is shown that the standard theories for the specification of term values (or weights) are not adequate. New techniques are introduced for the assignment of weights to index terms, based on the characteristics of individual document collections. The effectiveness of some of the proposed methods is evaluated. © 1973, MCB UP Limited. All rights reserved.},
   author = {Salton, Gerard and Yang, Chungshu S.},
   doi = {10.1108/EB026562},
   issn = {00220418},
   issue = {4},
   journal = {Journal of Documentation},
   month = {4},
   pages = {351-372},
   publisher = {MCB UP Ltd},
   title = {On the specification of term values in automatic indexing},
   volume = {29},
   year = {1973},
}

@article{Jones1972,
   abstract = {The exhaustivity of document descriptions and the specificity of index terms are usually regarded as independent. It is suggested that specificity should be interpreted statistically, as a function of term use rather than of term meaning. The effects on retrieval of variations in term specificity are examined, experiments with three test collections showing in particular that frequently-occurring terms are required for good overall performance. It is argued that terms should be weighted according to collection frequency, so that matches on less frequent, more specific, terms are of greater value than matches on frequent terms. Results for the test collections show that considerable improvements in performance are obtained with this very simple procedure. © 1972, MCB UP Limited},
   author = {Sparck Jones, Karen},
   doi = {10.1108/EB026526},
   issn = {00220418},
   issue = {1},
   journal = {Journal of Documentation},
   pages = {11-21},
   publisher = {MCB UP Ltd},
   title = {A statistical interpretation of term specificity and its application in retrieval},
   volume = {28},
   year = {1972},
}