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
@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
@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
@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
@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
@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
@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
@inproceedings{montanez2013information, title={Information transmission through genetic algorithm fitness maps}, author={Monta{\~n}ez, George D}, booktitle={Evolutionary Computation (CEC), 2013 IEEE Congress on}, pages={756--763}, year={2013}, organization={IEEE} }
2013 Montañez G, “Bounding the Number of Favorable Functions in Stochastic Search.” Evolutionary Computation (CEC), 2013 IEEE Congress on, 2013. 3019-3026 PDF Cite
@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
@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
@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
@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
@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} }