Publications
2017 Montañez G, “The LICORS Cabinet: Nonparametric Light Cone Methods for Spatio-Temporal Modeling.” International Joint Conference on Neural Networks (IJCNN 2017), 2017. Awarded INMS/Intel Best Student Paper and Best PosterPDF Cite
BibTeX EndNote RefMan
@ARTICLE{2015arXiv150602686M,
author = {{Monta{\~n}ez}, G.~D. and {Shalizi}, C.~R.},
title = "{The LICORS Cabinet: Nonparametric Algorithms for Spatio-temporal Prediction}",
journal = {ArXiv e-prints},
archivePrefix = "arXiv",
eprint = {1506.02686},
primaryClass = "stat.ML",
keywords = {Statistics - Machine Learning, Computer Science - Learning},
year = 2016,
month = jun,
adsurl = {http://adsabs.harvard.edu/abs/2015arXiv150602686M},
adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}
2016 Montañez G, “The Famine of Forte: Few Search Problems Greatly Favor Your Algorithm.” ArXiv e-prints (2016), Machine Learning (stat.ML), 2016. PDF Cite
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@ARTICLE{2016arXiv160908913M,
author = {{Monta{\~n}ez}, G.~D.},
title = "{The Famine of Forte: Few Search Problems Greatly Favor Your Algorithm}",
journal = {ArXiv e-prints},
archivePrefix = "arXiv",
eprint = {1609.08913},
primaryClass = "stat.ML",
keywords = {Statistics - Machine Learning, Computer Science - Information Theory, Computer Science - Learning},
year = 2016,
month = sep,
adsurl = {http://adsabs.harvard.edu/abs/2016arXiv160908913M},
adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}
2016 Montañez G, “Detecting Intelligence: The Turing Test and Other Design Detection Methodologies.” 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016. 517-523. PDF Cite
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@conference{montanez-2016-detecting,
author={Monta{\~n}ez, George D},
title={Detecting Intelligence: The Turing Test and Other Design Detection Methodologies},
booktitle={Proceedings of the 8th International Conference on Agents and Artificial Intelligence},
year={2016},
pages={517-523},
doi={10.5220/0005823705170523},
isbn={978-989-758-172-4}
}
2015 Montañez G, Amizadeh S & Laptev N, “Inertial Hidden Markov Models: Modeling Change in Multivariate Time Series.” AAAI Conference on Artificial Intelligence (AAAI 2015), 2015. 1819-1825 PDF Cite
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@inproceedings{montanez2015inertial,
title={Inertial Hidden Markov Models: Modeling Change in Multivariate Time Series.},
author={Monta{\~n}ez, George D and Amizadeh, Saeed and Laptev, Nikolay},
booktitle={Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI 2015)},
pages={1819--1825},
year={2015}
}
2014 Montañez G, White RW & Huang X, “Cross-Device Search.” In Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management (CIKM 2014) (pp. 1669-1678). ACM. Awarded Best Paper PDF Cite
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@inproceedings{montanez2014cross,
title={Cross-{D}evice {S}earch},
author={Monta{\~n}ez, George D and White, Ryen W and Huang, Xiao},
booktitle={Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management (CIKM 2014)},
pages={1669--1678},
year={2014},
organization={ACM}
}
2013 Montañez G, Cho YR, “Predicting False Positives of Protein-Protein Interaction Data by Semantic Similarity Measures.” Current Bioinformatics (Journal version of CIBCB 2012 paper). PDF Cite
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@article{montanez2013predicting,
title={Predicting False Positives of Protein-Protein Interaction Data by Semantic Similarity Measures},
author={Monta{\~n}ez, George D and Cho, Young-Rae},
journal={Current Bioinformatics},
volume={8},
number={3},
pages={339--346},
year={2013},
publisher={Bentham Science Publishers}
}
2013 Montañez G, “Information Transmission through Genetic Algorithm Fitness Maps.” Evolutionary Computation (CEC), 2013 IEEE Congress on, 2013. 756-763 PDF Cite
2013 Montañez G, “Bounding the Number of Favorable Functions in Stochastic Search.” Evolutionary Computation (CEC), 2013 IEEE Congress on, 2013. 3019-3026 PDF Cite
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@inproceedings{montanez2013bounding,
title={Bounding the number of favorable functions in stochastic search},
author={Monta{\~n}ez, George D},
booktitle={Evolutionary Computation (CEC), 2013 IEEE Congress on},
pages={3019--3026},
year={2013},
organization={IEEE}
}
2013 Montañez G, Marks II RJ, Fernandez J & Sanford JC, “Multiple overlapping genetic codes profoundly reduce the probability of beneficial mutation.” Biological Information—New Perspectives. World Scientific, Singapore (2013): 139-167. PDF Cite
BibTeX EndNote RefMan
@inbook{montanez2013multipleoverlapping,
author = {George D. Monta{\~n}ez and Robert J. Marks II and Jorge Fernandez and John C. Sanford},
title = {Multiple Overlapping Genetic Codes Profoundly Reduce the Probability of Beneficial Mutation},
booktitle = {Biological Information-New Perspectives},
chapter = {7},
pages = {139-167},
doi = {10.1142/9789814508728_0006},
URL = {http://www.worldscientific.com/doi/abs/10.1142/9789814508728_0006},
eprint = {http://www.worldscientific.com/doi/pdf/10.1142/9789814508728_0006},
publisher = {WORLD SCIENTIFIC},
year = {2013}
}
2012 Montañez G, Cho YR, “Assessing Reliability of Protein-Protein Interactions by Gene Ontology Integration.” Computational Intelligence in Bioinformatics and Computational Biology (CIBCB 2012), 2012 IEEE Symposium on PDF Cite
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@inproceedings{montanez2012assessing,
title={Assessing reliability of protein-protein interactions by gene ontology integration},
author={Monta{\~n}ez, George D and Cho, Young-Rae},
booktitle={Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2012 IEEE Symposium on},
pages={21--27},
year={2012},
organization={IEEE}
}
2010 Montañez G, Ewert W, Dembski WA & Marks II RJ, “A vivisection of the ev computer organism: Identifying sources of active information.” BIO-Complexity 2010(3):1-6. PDF Cite
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@article{montanez2010vivisection,
title={A vivisection of the ev computer organism: {I}dentifying sources of active information},
author={Monta{\~n}ez, George D and Ewert, Winston and Dembski, William A and Marks II, Robert J},
journal={BIO-Complexity},
doi={10.5048/BIO-C.2010.3},
volume={2010},
pages={1-6},
year={2010}
}
2010 Ewert W, Montañez G, Dembski WA & Marks II RJ, “Efficient per query information extraction from a hamming oracle.” 42nd Southeastern Symposium on System Theory (SSST 2010), 290-297 PDF Cite
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@inproceedings{ewert2010efficient,
title={Efficient per query information extraction from a hamming oracle},
author={Ewert, Winston and Monta{\~n}ez, George D and Dembski, William A and Marks, Robert J},
booktitle={42nd Southeastern Symposium on System Theory (SSST 2010)},
pages={290--297},
year={2010},
organization={IEEE}
}