Dimensionality reduction for interactive data visualization via a Geo-Desic approach. Salazar-Castro, J., A., Pena-Unigarro, D., Peluffo-Ordonez, D., H., Rosero-Montalvo, P., D., Dominguez-Limaico, H., M., Alvarado-Perez, J., C., & Theron, R. In 2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI), pages 1-6, 11, 2016. IEEE. ![Dimensionality reduction for interactive data visualization via a Geo-Desic approach [link]](https://bibbase.org/img/filetypes/link.svg "link")
Website doi abstract bibtex This work presents a dimensionality reduction (DR) framework that enables users to perform either the selection or mixture of DR methods by means of an interactive model, here named Geo-Desic approach. Such a model consists of linear combination of kernel-based representations of DR methods, wherein the corresponding coefficients are related to coordinated latitude and longitude inside of the world map. By incorporating the Geo-Desic approach within an interface, the combination may be made easily and intuitively by users -even non-expert ones- fulfilling their criteria and needs, by just picking up points from the map. Experimental results demonstrates the usability and ability of DR methods representation of proposed approach.
@inproceedings{
title = {Dimensionality reduction for interactive data visualization via a Geo-Desic approach},
type = {inproceedings},
year = {2016},
keywords = {controllability,data information,data visualization,dimensionality reduction,intelligible data,interaction,interface},
pages = {1-6},
websites = {http://ieeexplore.ieee.org/document/7885740/},
month = {11},
publisher = {IEEE},
id = {63e3f903-38a3-3cb4-8611-6218437dbba8},
created = {2022-01-26T03:00:44.809Z},
file_attached = {false},
profile_id = {aba9653c-d139-3f95-aad8-969c487ed2f3},
group_id = {b9022d50-068c-31b4-9174-ebfaaf9ee57b},
last_modified = {2022-01-26T03:00:44.809Z},
read = {false},
starred = {false},
authored = {false},
confirmed = {true},
hidden = {false},
citation_key = {Salazar-Castro2016},
private_publication = {false},
abstract = {This work presents a dimensionality reduction (DR) framework that enables users to perform either the selection or mixture of DR methods by means of an interactive model, here named Geo-Desic approach. Such a model consists of linear combination of kernel-based representations of DR methods, wherein the corresponding coefficients are related to coordinated latitude and longitude inside of the world map. By incorporating the Geo-Desic approach within an interface, the combination may be made easily and intuitively by users -even non-expert ones- fulfilling their criteria and needs, by just picking up points from the map. Experimental results demonstrates the usability and ability of DR methods representation of proposed approach.},
bibtype = {inproceedings},
author = {Salazar-Castro, Jose A. and Pena-Unigarro, Diego and Peluffo-Ordonez, Diego H. and Rosero-Montalvo, Paul D. and Dominguez-Limaico, H. Mauricio and Alvarado-Perez, Juan C. and Theron, Roberto},
doi = {10.1109/LA-CCI.2016.7885740},
booktitle = {2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI)}
}
Downloads: 0
{"_id":"tQCJySRKiDAu4A6Tk","bibbaseid":"salazarcastro-penaunigarro-peluffoordonez-roseromontalvo-dominguezlimaico-alvaradoperez-theron-dimensionalityreductionforinteractivedatavisualizationviaageodesicapproach-2016","authorIDs":[],"author_short":["Salazar-Castro, J., A.","Pena-Unigarro, D.","Peluffo-Ordonez, D., H.","Rosero-Montalvo, P., D.","Dominguez-Limaico, H., M.","Alvarado-Perez, J., C.","Theron, R."],"bibdata":{"title":"Dimensionality reduction for interactive data visualization via a Geo-Desic approach","type":"inproceedings","year":"2016","keywords":"controllability,data information,data visualization,dimensionality reduction,intelligible data,interaction,interface","pages":"1-6","websites":"http://ieeexplore.ieee.org/document/7885740/","month":"11","publisher":"IEEE","id":"63e3f903-38a3-3cb4-8611-6218437dbba8","created":"2022-01-26T03:00:44.809Z","file_attached":false,"profile_id":"aba9653c-d139-3f95-aad8-969c487ed2f3","group_id":"b9022d50-068c-31b4-9174-ebfaaf9ee57b","last_modified":"2022-01-26T03:00:44.809Z","read":false,"starred":false,"authored":false,"confirmed":"true","hidden":false,"citation_key":"Salazar-Castro2016","private_publication":false,"abstract":"This work presents a dimensionality reduction (DR) framework that enables users to perform either the selection or mixture of DR methods by means of an interactive model, here named Geo-Desic approach. Such a model consists of linear combination of kernel-based representations of DR methods, wherein the corresponding coefficients are related to coordinated latitude and longitude inside of the world map. By incorporating the Geo-Desic approach within an interface, the combination may be made easily and intuitively by users -even non-expert ones- fulfilling their criteria and needs, by just picking up points from the map. Experimental results demonstrates the usability and ability of DR methods representation of proposed approach.","bibtype":"inproceedings","author":"Salazar-Castro, Jose A. and Pena-Unigarro, Diego and Peluffo-Ordonez, Diego H. and Rosero-Montalvo, Paul D. and Dominguez-Limaico, H. Mauricio and Alvarado-Perez, Juan C. and Theron, Roberto","doi":"10.1109/LA-CCI.2016.7885740","booktitle":"2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","bibtex":"@inproceedings{\n title = {Dimensionality reduction for interactive data visualization via a Geo-Desic approach},\n type = {inproceedings},\n year = {2016},\n keywords = {controllability,data information,data visualization,dimensionality reduction,intelligible data,interaction,interface},\n pages = {1-6},\n websites = {http://ieeexplore.ieee.org/document/7885740/},\n month = {11},\n publisher = {IEEE},\n id = {63e3f903-38a3-3cb4-8611-6218437dbba8},\n created = {2022-01-26T03:00:44.809Z},\n file_attached = {false},\n profile_id = {aba9653c-d139-3f95-aad8-969c487ed2f3},\n group_id = {b9022d50-068c-31b4-9174-ebfaaf9ee57b},\n last_modified = {2022-01-26T03:00:44.809Z},\n read = {false},\n starred = {false},\n authored = {false},\n confirmed = {true},\n hidden = {false},\n citation_key = {Salazar-Castro2016},\n private_publication = {false},\n abstract = {This work presents a dimensionality reduction (DR) framework that enables users to perform either the selection or mixture of DR methods by means of an interactive model, here named Geo-Desic approach. Such a model consists of linear combination of kernel-based representations of DR methods, wherein the corresponding coefficients are related to coordinated latitude and longitude inside of the world map. By incorporating the Geo-Desic approach within an interface, the combination may be made easily and intuitively by users -even non-expert ones- fulfilling their criteria and needs, by just picking up points from the map. Experimental results demonstrates the usability and ability of DR methods representation of proposed approach.},\n bibtype = {inproceedings},\n author = {Salazar-Castro, Jose A. and Pena-Unigarro, Diego and Peluffo-Ordonez, Diego H. and Rosero-Montalvo, Paul D. and Dominguez-Limaico, H. Mauricio and Alvarado-Perez, Juan C. and Theron, Roberto},\n doi = {10.1109/LA-CCI.2016.7885740},\n booktitle = {2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI)}\n}","author_short":["Salazar-Castro, J., A.","Pena-Unigarro, D.","Peluffo-Ordonez, D., H.","Rosero-Montalvo, P., D.","Dominguez-Limaico, H., M.","Alvarado-Perez, J., C.","Theron, R."],"urls":{"Website":"http://ieeexplore.ieee.org/document/7885740/"},"biburl":"https://bibbase.org/service/mendeley/aba9653c-d139-3f95-aad8-969c487ed2f3","bibbaseid":"salazarcastro-penaunigarro-peluffoordonez-roseromontalvo-dominguezlimaico-alvaradoperez-theron-dimensionalityreductionforinteractivedatavisualizationviaageodesicapproach-2016","role":"author","keyword":["controllability","data information","data visualization","dimensionality reduction","intelligible data","interaction","interface"],"metadata":{"authorlinks":{}},"downloads":0},"bibtype":"inproceedings","creationDate":"2021-02-18T22:30:55.366Z","downloads":0,"keywords":["controllability","data information","data visualization","dimensionality reduction","intelligible data","interaction","interface"],"search_terms":["dimensionality","reduction","interactive","data","visualization","via","geo","desic","approach","salazar-castro","pena-unigarro","peluffo-ordonez","rosero-montalvo","dominguez-limaico","alvarado-perez","theron"],"title":"Dimensionality reduction for interactive data visualization via a Geo-Desic approach","year":2016,"biburl":"https://bibbase.org/service/mendeley/aba9653c-d139-3f95-aad8-969c487ed2f3","dataSources":["YEF3uFAbDNQXrkgNw","ya2CyA73rpZseyrZ8"]}