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ORCIDBibTeX records: Juan M. Banda
@article{DBLP:journals/corr/abs-2403-07911,
author = {Alison Callahan and
Duncan C. McElfresh and
Juan M. Banda and
Gabrielle Bunney and
Danton Char and
Jonathan H. Chen and
Conor K. Corbin and
Debadutta Dash and
Norman L. Downing and
Sneha S. Jain and
Nikesh Kotecha and
Jonathan Masterson and
Michelle M. Mello and
Keith E. Morse and
Srikar Nallan and
Abby Pandya and
Anurang Revri and
Aditya Sharma and
Christopher D. Sharp and
Rahul Thapa and
Michael Wornow and
Alaa Youssef and
Michael A. Pfeffer and
Nigam H. Shah},
title = {Standing on {FURM} ground - {A} framework for evaluating Fair, Useful,
and Reliable {AI} Models in healthcare systems},
journal = {CoRR},
volume = {abs/2403.07911},
year = {2024}
}
@article{DBLP:journals/biodb/WeissenbacherORZTMXALHZKKROARPHVT23,
author = {Davy Weissenbacher and
Karen O'Connor and
Siddharth Rawal and
Yu Zhang and
Richard Tzong{-}Han Tsai and
Timothy A. Miller and
Dongfang Xu and
Carol Anderson and
Bo Liu and
Qing Han and
Jinfeng Zhang and
Igor Kulev and
Berkay K{\"{o}}pr{\"{u}} and
Raul Rodriguez{-}Esteban and
Elif Ozkirimli and
Ammer Ayach and
Roland Roller and
Stephen R. Piccolo and
Peijin Han and
V. G. Vinod Vydiswaran and
Ramya Tekumalla and
Juan M. Banda and
Parsa Bagherzadeh and
Sabine Bergler and
Jo{\~{a}}o Figueira Silva and
Tiago Almeida and
Paloma Mart{\'{\i}}nez and
Renzo M. Rivera Zavala and
Chen{-}Kai Wang and
Hong{-}Jie Dai and
Luis Alberto Robles Hernandez and
Graciela Gonzalez{-}Hernandez},
title = {Automatic Extraction of Medication Mentions from Tweets - Overview
of the BioCreative {VII} Shared Task 3 Competition},
journal = {Database J. Biol. Databases Curation},
volume = {2023},
year = {2023}
}
@article{DBLP:journals/jamia/OstropoletsACBBBDDFGGIKKKLLLLMNNO23,
author = {Anna Ostropolets and
Yasser Albogami and
Mitchell Conover and
Juan M. Banda and
William A. Baumgartner Jr. and
Clair Blacketer and
Priyamvada Desai and
Scott L. DuVall and
Stephen P. Fortin and
James P. Gilbert and
Asieh Golozar and
Joshua Ide and
Andrew S. Kanter and
David M. Kern and
Chungsoo Kim and
Lana Y. H. Lai and
Chenyu Li and
Feifan Liu and
Kristine E. Lynch and
Evan Minty and
Maria In{\^{e}}s Neves and
Ding Quan Ng and
Tontel Obene and
Victor Pera and
Nicole Pratt and
Gowtham Rao and
Nadav Rappoport and
Ines Reinecke and
Paola Saroufim and
Azza Shoaibi and
Katherine Simon and
Marc A. Suchard and
Joel N. Swerdel and
Erica A. Voss and
James Weaver and
Linying Zhang and
George Hripcsak and
Patrick B. Ryan},
title = {Reproducible variability: assessing investigator discordance across
9 research teams attempting to reproduce the same observational study},
journal = {J. Am. Medical Informatics Assoc.},
volume = {30},
number = {5},
pages = {859--868},
year = {2023}
}
@article{DBLP:journals/jbi/KelothBGHKLLMNPPRRRSWWWWZBRBRHEX23,
author = {Vipina Kuttichi Keloth and
Juan M. Banda and
Michael J. Gurley and
Paul M. Heider and
Georgina Kennedy and
Hongfang Liu and
Feifan Liu and
Timothy A. Miller and
Karthik Natarajan and
Olga V. Patterson and
Yifan Peng and
Kalpana Raja and
Ruth M. Reeves and
Masoud Rouhizadeh and
Jianlin Shi and
Xiaoyan Wang and
Yanshan Wang and
Wei{-}Qi Wei and
Andrew E. Williams and
Rui Zhang and
Rimma Belenkaya and
Christian G. Reich and
Clair Blacketer and
Patrick B. Ryan and
George Hripcsak and
No{\'{e}}mie Elhadad and
Hua Xu},
title = {Representing and utilizing clinical textual data for real world studies:
An {OHDSI} approach},
journal = {J. Biomed. Informatics},
volume = {142},
pages = {104343},
year = {2023}
}
@article{DBLP:journals/nca/BandaRMA23,
author = {Juan M. Banda and
Ariel Ruiz{-}Garcia and
Laura N. Montoya and
Ivan Arraut},
title = {LatinX in {AI} research},
journal = {Neural Comput. Appl.},
volume = {35},
number = {25},
pages = {18097--18098},
year = {2023}
}
@article{DBLP:journals/nca/TekumallaB23,
author = {Ramya Tekumalla and
Juan M. Banda},
title = {Using weak supervision to generate training datasets from social media
data: a proof of concept to identify drug mentions},
journal = {Neural Comput. Appl.},
volume = {35},
number = {25},
pages = {18161--18169},
year = {2023}
}
@article{DBLP:journals/npjdm/CallahanSWZOBBBCCCDFLMMMRSTTVWZDR23,
author = {Tiffany J. Callahan and
Adrianne L. Stefanski and
Jordan M. Wyrwa and
Chenjie Zeng and
Anna Ostropolets and
Juan M. Banda and
William A. Baumgartner Jr. and
Richard D. Boyce and
Elena Casiraghi and
Ben D. Coleman and
Janine H. Collins and
Sara J. Deakyne Davies and
James A. Feinstein and
Asiyah Y. Lin and
Blake Martin and
Nicolas A. Matentzoglu and
Daniella Meeker and
Justin T. Reese and
Jessica Sinclair and
Sanya Bathla Taneja and
Katy E. Trinkley and
Nicole A. Vasilevsky and
Andrew E. Williams and
Xingmin Aaron Zhang and
Joshua C. Denny and
Patrick B. Ryan and
George Hripcsak and
Tellen D. Bennett and
Melissa A. Haendel and
Peter N. Robinson and
Lawrence E. Hunter and
Michael G. Kahn},
title = {Ontologizing health systems data at scale: making translational discovery
a reality},
journal = {npj Digit. Medicine},
volume = {6},
year = {2023}
}
@inproceedings{DBLP:conf/bigdataconf/TekumallaHB23,
author = {Ramya Tekumalla and
Luis Alberto Robles Hernandez and
Juan M. Banda},
title = {Towards automatic identification of self-reported {COVID-19} tweets:
Introducing a multilingual manually annotated dataset, baseline systems
and exploratory evaluations},
booktitle = {{IEEE} Big Data},
pages = {3736--3742},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/hci/TekumallaB23,
author = {Ramya Tekumalla and
Juan M. Banda},
title = {Leveraging Large Language Models and Weak Supervision for Social Media
Data Annotation: An Evaluation Using {COVID-19} Self-reported Vaccination
Tweets},
booktitle = {{HCI} {(50)}},
series = {Lecture Notes in Computer Science},
volume = {14056},
pages = {356--366},
publisher = {Springer},
year = {2023}
}
@article{DBLP:journals/corr/abs-2304-13714,
author = {Debadutta Dash and
Rahul Thapa and
Juan M. Banda and
Akshay Swaminathan and
Morgan Cheatham and
Mehr Kashyap and
Nikesh Kotecha and
Jonathan H. Chen and
Saurabh Gombar and
Lance Downing and
Rachel Pedreira and
Ethan Goh and
Angel Arnaout and
Garret Kenn Morris and
Honor Magon and
Matthew P. Lungren and
Eric Horvitz and
Nigam H. Shah},
title = {Evaluation of {GPT-3.5} and {GPT-4} for supporting real-world information
needs in healthcare delivery},
journal = {CoRR},
volume = {abs/2304.13714},
year = {2023}
}
@article{DBLP:journals/corr/abs-2309-06503,
author = {Ramya Tekumalla and
Juan M. Banda},
title = {Leveraging Large Language Models and Weak Supervision for Social Media
data annotation: an evaluation using {COVID-19} self-reported vaccination
tweets},
journal = {CoRR},
volume = {abs/2309.06503},
year = {2023}
}
@inproceedings{DBLP:conf/bigdataconf/TekumallaB22,
author = {Ramya Tekumalla and
Juan M. Banda},
title = {TweetDIS: {A} Large Twitter Dataset for Natural Disasters Built using
Weak Supervision},
booktitle = {{IEEE} Big Data},
pages = {4816--4823},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/bigdataconf/TekumallaB22a,
author = {Ramya Tekumalla and
Juan M. Banda},
title = {An Empirical Study on Characterizing Natural Disasters in Class Imbalanced
Social Media Data using Weak Supervision},
booktitle = {{IEEE} Big Data},
pages = {4824--4832},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/coling/WeissenbacherBD22,
author = {Davy Weissenbacher and
Juan M. Banda and
Vera Davydova and
Darryl Estrada{-}Zavala and
Luis Gasc{\'{o}} S{\'{a}}nchez and
Yao Ge and
Yuting Guo and
Ari Z. Klein and
Martin Krallinger and
Mathias Leddin and
Arjun Magge and
Raul Rodriguez{-}Esteban and
Abeed Sarker and
Lucia Schmidt and
Elena Tutubalina and
Graciela Gonzalez{-}Hernandez},
title = {Overview of the Seventh Social Media Mining for Health Applications
({\#}SMM4H) Shared Tasks at {COLING} 2022},
booktitle = {SMM4H@COLING},
pages = {221--241},
publisher = {Association for Computational Linguistics},
year = {2022}
}
@inproceedings{DBLP:conf/icwsm/TekumallaBPHWB22,
author = {Ramya Tekumalla and
Zia Baig and
Michelle Pan and
Luis Alberto Robles Hernandez and
Michael Wang and
Juan M. Banda},
title = {Characterizing Anti-Asian Rhetoric During The {COVID-19} Pandemic:
{A} Sentiment Analysis Case Study on Twitter},
booktitle = {{ICWSM} Workshops},
year = {2022}
}
@article{DBLP:journals/corr/abs-2207-04947,
author = {Ramya Tekumalla and
Juan M. Banda},
title = {TweetDIS: {A} Large Twitter Dataset for Natural Disasters Built using
Weak Supervision},
journal = {CoRR},
volume = {abs/2207.04947},
year = {2022}
}
@article{DBLP:journals/corr/abs-2209-04732,
author = {Tiffany J. Callahan and
Adrianne L. Stefanski and
Jordan M. Wyrwa and
Chenjie Zeng and
Anna Ostropolets and
Juan M. Banda and
William A. Baumgartner Jr. and
Richard D. Boyce and
Elena Casiraghi and
Ben D. Coleman and
Janine H. Collins and
Sara J. Deakyne Davies and
James A. Feinstein and
Melissa A. Haendel and
Asiyah Y. Lin and
Blake Martin and
Nicolas Matentzoglu and
Daniella Meeker and
Justin T. Reese and
Jessica Sinclair and
Sanya Bathla Taneja and
Katy E. Trinkley and
Nicole A. Vasilevsky and
Andrew E. Williams and
Xingman A. Zhang and
Peter N. Robinson and
Patrick B. Ryan and
George Hripcsak and
Tellen D. Bennett and
Lawrence E. Hunter and
Michael G. Kahn},
title = {Ontologizing Health Systems Data at Scale: Making Translational Discovery
a Reality},
journal = {CoRR},
volume = {abs/2209.04732},
year = {2022}
}
@article{DBLP:journals/corr/abs-2209-12614,
author = {Ramya Tekumalla and
Juan M. Banda},
title = {Identifying epidemic related Tweets using noisy learning},
journal = {CoRR},
volume = {abs/2209.12614},
year = {2022}
}
@article{DBLP:journals/jamia/CallahanPPBGS21,
author = {Alison Callahan and
Vladimir Polony and
Jos{\'{e}} D. Posada and
Juan M. Banda and
Saurabh Gombar and
Nigam H. Shah},
title = {{ACE:} the Advanced Cohort Engine for searching longitudinal patient
records},
journal = {J. Am. Medical Informatics Assoc.},
volume = {28},
number = {7},
pages = {1468--1479},
year = {2021}
}
@article{DBLP:journals/jbi/WuSKBS21,
author = {Julia Wu and
Venkatesh Sivaraman and
Dheekshita Kumar and
Juan M. Banda and
David A. Sontag},
title = {Pulse of the pandemic: Iterative topic filtering for clinical information
extraction from social media},
journal = {J. Biomed. Informatics},
volume = {120},
pages = {103844},
year = {2021}
}
@inproceedings{DBLP:conf/psb/SullivanBKBH21,
author = {Katherine J. Sullivan and
Marisha Burden and
Angela Keniston and
Juan M. Banda and
Lawrence E. Hunter},
title = {Characterization of Anonymous Physician Perspectives on {COVID-19}
Using Social Media Data},
booktitle = {{PSB}},
publisher = {WorldScientific},
year = {2021}
}
@inproceedings{DBLP:conf/smm4h/MaggeKMAAMFLFOWTSBKG21,
author = {Arjun Magge and
Ari Z. Klein and
Antonio Miranda{-}Escalada and
Mohammed Ali Al{-}Garadi and
Ilseyar Alimova and
Zulfat Miftahutdinov and
Eul{\`{a}}lia Farr{\'{e}} and
Salvador Lima{-}L{\'{o}}pez and
Ivan Flores and
Karen O'Connor and
Davy Weissenbacher and
Elena Tutubalina and
Abeed Sarker and
Juan M. Banda and
Martin Krallinger and
Graciela Gonzalez{-}Hernandez},
title = {Overview of the Sixth Social Media Mining for Health Applications
({\#}SMM4H) Shared Tasks at {NAACL} 2021},
booktitle = {SMM4H@NAACL-HLT},
pages = {21--32},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@proceedings{DBLP:conf/smm4h/2021,
editor = {Arjun Magge and
Ari Z. Klein and
Antonio Miranda{-}Escalada and
Mohammed Ali Al{-}garadi and
Ilseyar Alimova and
Zulfat Miftahutdinov and
Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
Salvador Lima{-}L{\'{o}}pez and
Ivan Flores and
Karen O'Connor and
Davy Weissenbacher and
Elena Tutubalina and
Abeed Sarker and
Juan M. Banda and
Martin Krallinger and
Graciela Gonzalez{-}Hernandez},
title = {Proceedings of the Sixth Social Media Mining for Health Workshop and
Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@article{DBLP:journals/corr/abs-2102-06836,
author = {Julia Wu and
Venkatesh Sivaraman and
Dheekshita Kumar and
Juan M. Banda and
David A. Sontag},
title = {Pulse of the Pandemic: Iterative Topic Filtering for Clinical Information
Extraction from Social Media},
journal = {CoRR},
volume = {abs/2102.06836},
year = {2021}
}
@article{DBLP:journals/corr/abs-2107-12565,
author = {Luis Alberto Robles Hernandez and
Tiffany J. Callahan and
Juan M. Banda},
title = {A Biomedically oriented automatically annotated Twitter {COVID-19}
Dataset},
journal = {CoRR},
volume = {abs/2107.12565},
year = {2021}
}
@article{DBLP:journals/jamia/KashyapSBFRYHS20,
author = {Mehr Kashyap and
Martin G. Seneviratne and
Juan M. Banda and
Thomas Falconer and
Borim Ryu and
Sooyoung Yoo and
George Hripcsak and
Nigam H. Shah},
title = {Development and validation of phenotype classifiers across multiple
sites in the observational health data sciences and informatics network},
journal = {J. Am. Medical Informatics Assoc.},
volume = {27},
number = {6},
pages = {877--883},
year = {2020}
}
@article{DBLP:journals/ploscb/GarciaACBJPBK20,
author = {Leyla J. Garc{\'{\i}}a and
Erick Antezana and
Alexander Garc{\'{\i}}a Castro and
Evan Bolton and
Rafael C. Jim{\'{e}}nez and
Pjotr Prins and
Juan M. Banda and
Toshiaki Katayama},
title = {Ten simple rules to run a successful BioHackathon},
journal = {PLoS Comput. Biol.},
volume = {16},
number = {5},
year = {2020}
}
@inproceedings{DBLP:conf/amia/ZuoLZZDDNHSBRX20,
author = {Xu Zuo and
Jianfu Li and
Bo Zhao and
Yujia Zhou and
Xiao Dong and
Jon D. Duke and
Karthik Natarajan and
George Hripcsak and
Nigam Shah and
Juan M. Banda and
Ruth M. Reeves and
Hua Xu},
title = {Normalizing Clinical Document Titles to {LOINC} Document Ontology:
an Initial Study},
booktitle = {{AMIA}},
publisher = {{AMIA}},
year = {2020}
}
@inproceedings{DBLP:conf/emnlp/TekumallaB20,
author = {Ramya Tekumalla and
Juan M. Banda},
title = {Characterizing drug mentions in {COVID-19} Twitter Chatter},
booktitle = {NLP4COVID@EMNLP},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/icwsm/TekumallaRB20,
author = {Ramya Tekumalla and
Javad Rafiei{-}Asl and
Juan M. Banda},
title = {Mining Archive.org's Twitter Stream Grab for Pharmacovigilance Research
Gold},
booktitle = {{ICWSM}},
pages = {909--917},
publisher = {{AAAI} Press},
year = {2020}
}
@article{DBLP:journals/corr/abs-2003-13894,
author = {Ramya Tekumalla and
Juan M. Banda},
title = {Social Media Mining Toolkit {(SMMT)}},
journal = {CoRR},
volume = {abs/2003.13894},
year = {2020}
}
@article{DBLP:journals/corr/abs-2003-13900,
author = {Ramya Tekumalla and
Juan M. Banda},
title = {A large-scale Twitter dataset for drug safety applications mined from
publicly existing resources},
journal = {CoRR},
volume = {abs/2003.13900},
year = {2020}
}
@article{DBLP:journals/corr/abs-2004-03688,
author = {Juan M. Banda and
Ramya Tekumalla and
Guanyu Wang and
Jingyuan Yu and
Tuo Liu and
Yuning Ding and
Gerardo Chowell},
title = {A large-scale {COVID-19} Twitter chatter dataset for open scientific
research - an international collaboration},
journal = {CoRR},
volume = {abs/2004.03688},
year = {2020}
}
@article{DBLP:journals/corr/abs-2005-09740,
author = {Javad Rafiei{-}Asl and
Juan M. Banda},
title = {{GLEAKE:} Global and Local Embedding Automatic Keyphrase Extraction},
journal = {CoRR},
volume = {abs/2005.09740},
year = {2020}
}
@article{DBLP:journals/corr/abs-2007-10276,
author = {Ramya Tekumalla and
Juan M. Banda},
title = {Characterization of Potential Drug Treatments for {COVID-19} using
Social Media Data and Machine Learning},
journal = {CoRR},
volume = {abs/2007.10276},
year = {2020}
}
@article{DBLP:journals/npjdm/BandaSAPPIBWDJM19,
author = {Juan M. Banda and
Ashish Sarraju and
Fahim Abbasi and
Justin Parizo and
Mitchel Pariani and
Hannah Ison and
Elinor Briskin and
Hannah Wand and
S{\'{e}}bastien Dubois and
Kenneth Jung and
Seth A. Myers and
Daniel J. Rader and
Joseph B. Leader and
Michael F. Murray and
Kelly D. Myers and
Katherine Wilemon and
Nigam H. Shah and
Joshua W. Knowles},
title = {Finding missed cases of familial hypercholesterolemia in health systems
using machine learning},
journal = {npj Digit. Medicine},
volume = {2},
year = {2019}
}
@inproceedings{DBLP:conf/bigdataconf/SarkerB19,
author = {Toqi Tahamid Sarker and
Juan M. Banda},
title = {Solar Event Tracking with Deep Regression Networks: {A} Proof of Concept
Evaluation},
booktitle = {{IEEE} BigData},
pages = {4942--4949},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/medinfo/HuserLZJPBRLN19,
author = {Vojtech Huser and
Xiaochun Li and
Zuoyi Zhang and
Sungjae Jung and
Rae Woong Park and
Juan M. Banda and
Hanieh Razzaghi and
Ajit Londhe and
Karthik Natarajan},
title = {Extending Achilles Heel Data Quality Tool with New Rules Informed
by Multi-Site Data Quality Comparison},
booktitle = {MedInfo},
series = {Studies in Health Technology and Informatics},
volume = {264},
pages = {1488--1489},
publisher = {{IOS} Press},
year = {2019}
}
@article{DBLP:journals/corr/abs-1911-08350,
author = {Toqi Tahamid Sarker and
Juan M. Banda},
title = {Solar Event Tracking with Deep Regression Networks: {A} Proof of Concept
Evaluation},
journal = {CoRR},
volume = {abs/1911.08350},
year = {2019}
}
@inproceedings{DBLP:conf/amia/LingACBTM18,
author = {Albee Ling and
Emily Alsentzer and
Josephine Chen and
Juan M. Banda and
Suzanne Tamang and
Evan P. Minty},
title = {Scalable Electronic Phenotyping For Studying Patient Comorbidities},
booktitle = {{AMIA}},
publisher = {{AMIA}},
year = {2018}
}
@inproceedings{DBLP:conf/amia/SeneviratneBBSH18,
author = {Martin G. Seneviratne and
Juan M. Banda and
James D. Brooks and
Nigam Shah and
Tina Hernandez{-}Boussard},
title = {Identifying cases of metastatic prostate cancer using machine learning
on electronic health records},
booktitle = {{AMIA}},
publisher = {{AMIA}},
year = {2018}
}
@inproceedings{DBLP:conf/eScience/KuhnMMPHOFQCBWE18,
author = {Tobias Kuhn and
Albert Mero{\~{n}}o{-}Pe{\~{n}}uela and
Alexander Malic and
Jorrit H. Poelen and
Allen H. Hurlbert and
Emilio Centeno Ortiz and
Laura I. Furlong and
N{\'{u}}ria Queralt{-}Rosinach and
Christine Chichester and
Juan M. Banda and
Egon L. Willighagen and
Friederike Ehrhart and
Chris T. A. Evelo and
Tareq B. Malas and
Michel Dumontier},
title = {Nanopublications: {A} Growing Resource of Provenance-Centric Scientific
Linked Data},
booktitle = {eScience},
pages = {83--92},
publisher = {{IEEE} Computer Society},
year = {2018}
}
@article{DBLP:journals/corr/abs-1809-06532,
author = {Tobias Kuhn and
Albert Mero{\~{n}}o{-}Pe{\~{n}}uela and
Alexander Malic and
Jorrit H. Poelen and
Allen H. Hurlbert and
Emilio Centeno and
Laura I. Furlong and
N{\'{u}}ria Queralt{-}Rosinach and
Christine Chichester and
Juan M. Banda and
Egon L. Willighagen and
Friederike Ehrhart and
Chris T. A. Evelo and
Tareq B. Malas and
Michel Dumontier},
title = {Nanopublications: {A} Growing Resource of Provenance-Centric Scientific
Linked Data},
journal = {CoRR},
volume = {abs/1809.06532},
year = {2018}
}
@inproceedings{DBLP:conf/cri/BandaHSS17,
author = {Juan M. Banda and
Yoni Halpern and
David A. Sontag and
Nigam Shah},
title = {Electronic phenotyping with {APHRODITE} and the Observational Health
Sciences and Informatics {(OHDSI)} data network},
booktitle = {{CRI}},
publisher = {{AMIA}},
year = {2017}
}
@inproceedings{DBLP:conf/icaisc/KucukBA17,
author = {Ahmet K{\"{u}}{\c{c}}{\"{u}}k and
Juan M. Banda and
Rafal A. Angryk},
title = {Solar Event Classification Using Deep Convolutional Neural Networks},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {10245},
pages = {118--130},
publisher = {Springer},
year = {2017}
}
@article{DBLP:journals/jamia/AgarwalPBGLMSGS16,
author = {Vibhu Agarwal and
Tanya Podchiyska and
Juan M. Banda and
Veena Goel and
Tiffany I. Leung and
Evan P. Minty and
Timothy E. Sweeney and
Elsie Gyang and
Nigam H. Shah},
title = {Learning statistical models of phenotypes using noisy labeled training
data},
journal = {J. Am. Medical Informatics Assoc.},
volume = {23},
number = {6},
pages = {1166--1173},
year = {2016}
}
@article{DBLP:journals/tsas/PillaiABKAM16,
author = {Karthik Ganesan Pillai and
Rafal A. Angryk and
Juan M. Banda and
Dustin Kempton and
Berkay Aydin and
Petrus C. Martens},
title = {Mining At Most Top-K{\%} Spatiotemporal Co-occurrence Patterns in
Datasets with Extended Spatial Representations},
journal = {{ACM} Trans. Spatial Algorithms Syst.},
volume = {2},
number = {3},
pages = {10:1--10:27},
year = {2016}
}
@article{DBLP:journals/ascom/SchuhBWMPA15,
author = {Michael A. Schuh and
Juan M. Banda and
Tim Wylie and
Patrick McInerney and
Karthik Ganesan Pillai and
Rafal A. Angryk},
title = {On visualization techniques for solar data mining},
journal = {Astron. Comput.},
volume = {10},
pages = {32--42},
year = {2015}
}
@article{DBLP:journals/ascom/BandaA15,
author = {Juan M. Banda and
Rafal A. Angryk},
title = {Regional content-based image retrieval for solar images: Traditional
versus modern methods},
journal = {Astron. Comput.},
volume = {13},
pages = {108--116},
year = {2015}
}
@inproceedings{DBLP:conf/icdm/BandaA15,
author = {Juan M. Banda and
Rafal A. Angryk},
title = {Unsupervised Learning Techniques for Detection of Regions of Interest
in Solar Images},
booktitle = {{ICDM} Workshops},
pages = {582--588},
publisher = {{IEEE} Computer Society},
year = {2015}
}
@inproceedings{DBLP:conf/semweb/BandaKSD15,
author = {Juan M. Banda and
Tobias Kuhn and
Nigam H. Shah and
Michel Dumontier},
title = {Provenance-Centered Dataset of Drug-Drug Interactions},
booktitle = {{ISWC} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {9367},
pages = {293--300},
publisher = {Springer},
year = {2015}
}
@article{DBLP:journals/corr/BandaKSD15,
author = {Juan M. Banda and
Tobias Kuhn and
Nigam H. Shah and
Michel Dumontier},
title = {Provenance-Centered Dataset of Drug-Drug Interactions},
journal = {CoRR},
volume = {abs/1507.05408},
year = {2015}
}
@inproceedings{DBLP:conf/bigdataconf/BandaA14,
author = {Juan M. Banda and
Rafal A. Angryk},
title = {Scalable solar image Retrieval with Lucene},
booktitle = {{IEEE} BigData},
pages = {11--17},
publisher = {{IEEE} Computer Society},
year = {2014}
}
@inproceedings{DBLP:conf/icaisc/BandaA14,
author = {Juan M. Banda and
Rafal A. Angryk},
title = {Large-Scale Region-Based Multimedia Retrieval for Solar Images},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {8467},
pages = {649--661},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/ipta/BandaASM14,
author = {Juan M. Banda and
Rafal A. Angryk and
Michael A. Schuh and
Petrus C. Martens},
title = {Image retrieval on compressed images: Can we tell the difference?},
booktitle = {{IPTA}},
pages = {235--240},
publisher = {{IEEE}},
year = {2014}
}
@inproceedings{DBLP:conf/adbis/PillaiABWS13,
author = {Karthik Ganesan Pillai and
Rafal A. Angryk and
Juan M. Banda and
Tim Wylie and
Michael A. Schuh},
title = {Spatiotemporal Co-occurrence Rules},
booktitle = {{ADBIS} {(2)}},
series = {Advances in Intelligent Systems and Computing},
volume = {241},
pages = {27--35},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/adbis/BandaSWMA13,
author = {Juan M. Banda and
Michael A. Schuh and
Tim Wylie and
Patrick McInerney and
Rafal A. Angryk},
title = {When Too Similar Is Bad: {A} Practical Example of the Solar Dynamics
Observatory Content-Based Image-Retrieval System},
booktitle = {{ADBIS} {(2)}},
series = {Advances in Intelligent Systems and Computing},
volume = {241},
pages = {87--95},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/adbis/BandaSAPM13,
author = {Juan M. Banda and
Michael A. Schuh and
Rafal A. Angryk and
Karthik Ganesan Pillai and
Patrick McInerney},
title = {Big Data New Frontiers: Mining, Search and Management of Massive Repositories
of Solar Image Data and Solar Events},
booktitle = {{ADBIS} {(2)}},
series = {Advances in Intelligent Systems and Computing},
volume = {241},
pages = {151--158},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/bncod/SchuhWBA13,
author = {Michael A. Schuh and
Tim Wylie and
Juan M. Banda and
Rafal A. Angryk},
title = {A Comprehensive Study of iDistance Partitioning Strategies for kNN
Queries and High-Dimensional Data Indexing},
booktitle = {{BNCOD}},
series = {Lecture Notes in Computer Science},
volume = {7968},
pages = {238--252},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/bncod/PillaiSBA13,
author = {Karthik Ganesan Pillai and
Liessman Sturlaugson and
Juan M. Banda and
Rafal A. Angryk},
title = {Extending High-Dimensional Indexing Techniques Pyramid and iMinMax({\texttheta}):
Lessons Learned},
booktitle = {{BNCOD}},
series = {Lecture Notes in Computer Science},
volume = {7968},
pages = {253--267},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/icdm/BandaLA13,
author = {Juan M. Banda and
Chang Liu and
Rafal A. Angryk},
title = {Region-Based Querying of Solar Data Using Descriptor Signatures},
booktitle = {{ICDM} Workshops},
pages = {1--7},
publisher = {{IEEE} Computer Society},
year = {2013}
}
@inproceedings{DBLP:conf/icdm/McInerneyBA13,
author = {Patrick M. McInerney and
Juan M. Banda and
Rafal A. Angryk},
title = {On Using {SIFT} Descriptors for Image Parameter Evaluation},
booktitle = {{ICDM} Workshops},
pages = {32--39},
publisher = {{IEEE} Computer Society},
year = {2013}
}
@inproceedings{DBLP:conf/icip/SchuhAPBM13,
author = {Michael A. Schuh and
Rafal A. Angryk and
Karthik Ganesan Pillai and
Juan M. Banda and
Petrus C. Martens},
title = {A large-scale solar image dataset with labeled event regions},
booktitle = {{ICIP}},
pages = {4349--4353},
publisher = {{IEEE}},
year = {2013}
}
@inproceedings{DBLP:conf/flairs/BandaAM12,
author = {Juan M. Banda and
Rafal A. Angryk and
Petrus C. Martens},
title = {Quantitative Comparison of Linear and Non-linear Dimensionality Reduction
Techniques for Solar Image Archives},
booktitle = {{FLAIRS}},
publisher = {{AAAI} Press},
year = {2012}
}
@inproceedings{DBLP:conf/icdm/PillaiABSW12,
author = {Karthik Ganesan Pillai and
Rafal A. Angryk and
Juan M. Banda and
Michael A. Schuh and
Tim Wylie},
title = {Spatio-temporal Co-occurrence Pattern Mining in Data Sets with Evolving
Regions},
booktitle = {{ICDM} Workshops},
pages = {805--812},
publisher = {{IEEE} Computer Society},
year = {2012}
}
@inproceedings{DBLP:conf/icip/BandaAM11,
author = {Juan M. Banda and
Rafal A. Angryk and
Petrus C. Martens},
title = {On the surprisingly accurate transfer of image parameters between
medical and solar images},
booktitle = {{ICIP}},
pages = {3669--3672},
publisher = {{IEEE}},
year = {2011}
}
@inproceedings{DBLP:conf/cidu/BandaA10,
author = {Juan M. Banda and
Rafal A. Angryk},
title = {Usage of Dissimilarity Measures and Multidimensional Scaling for Large
Scale Solar Data Analysis},
booktitle = {{CIDU}},
pages = {189--203},
publisher = {{NASA} Ames Research Center},
year = {2010}
}
@inproceedings{DBLP:conf/dicta/BandaA10,
author = {Juan M. Banda and
Rafal A. Angryk},
title = {Selection of Image Parameters as the First Step towards Creating a
{CBIR} System for the Solar Dynamics Observatory},
booktitle = {{DICTA}},
pages = {528--534},
publisher = {{IEEE} Computer Society},
year = {2010}
}
@inproceedings{DBLP:conf/flairs/BandaA10,
author = {Juan M. Banda and
Rafal A. Angryk},
title = {An Experimental Evaluation of Popular Image Parameters for Monochromatic
Solar Image Categorization},
booktitle = {{FLAIRS}},
publisher = {{AAAI} Press},
year = {2010}
}
@inproceedings{DBLP:conf/fuzzIEEE/BandaA09,
author = {Juan M. Banda and
Rafal A. Angryk},
title = {On the effectiveness of fuzzy clustering as a data discretization
technique for large-scale classification of solar images},
booktitle = {{FUZZ-IEEE}},
pages = {2019--2024},
publisher = {{IEEE}},
year = {2009}
}
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