default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDRicardo Ñanculef
Person information
SPARQL queries 
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j11]Manuel Alejandro Goyo
, Ricardo Ñanculef, Carlos Valle:
InverseTime: A Self-Supervised Technique for Semi-Supervised Classification of Time Series. IEEE Access 12: 165081-165093 (2024)- [j10]Mauricio Solar, Victor Castañeda, Ricardo Ñanculef, Lioubov Dombrovskaia, Mauricio Araya:
A Data Ingestion Procedure towards a Medical Images Repository. Sensors 24(15): 4985 (2024) - [c35]Sebastián Jara, Rodrigo Salas, Ricardo Ñanculef, Israel Valverde, Sergio Uribe, Julio Sotelo:
Prediction of Peak-to-Peak Pressure Gradient in Patients with Aortic Coarctation Using Physics-Informed Neural Networks. CLEI 2024: 1-4 - [c34]Mauricio Solar, Mauricio Araya, Ricardo Ñanculef, Lioubov Dombrovskaia, Victor Castañeda, Ian Roberts:
ALPACS: Interoperable Repository of Medical Images. CLEI 2024: 1-9 - [c33]Mario Mallea, Ricardo Ñanculef, Denis Parra:
Adversarial Pairwise Multimodal Recommendation. IJCNN 2024: 1-10 - [d1]Domingo Benoit, Ricardo Ñanculef:
Hate Speech in Chilean Twitter. IEEE DataPort, 2024
- 2023
- [j9]Iván Pizarro, Ricardo Ñanculef, Carlos Valle:
An Attention-Based Architecture for Hierarchical Classification With CNNs. IEEE Access 11: 32972-32995 (2023) - [c32]Gonzalo Rivera Lazo, Hernán Astudillo, Ricardo Ñanculef:
Attention Mechanisms in Process Mining: A Systematic Literature Review. CLEI 2023: 1-10 - [c31]Mario Mallea, Ricardo Ñanculef, Mauricio Araya:
Enhancing Intra-modal Similarity in a Cross-Modal Triplet Loss. DS 2023: 249-264 - 2022
- [c30]Gonzalo Rivera Lazo, Ricardo Ñanculef:
Multi-attribute Transformers for Sequence Prediction in Business Process Management. DS 2022: 184-194 - [c29]Manuel Alejandro Goyo, Ricardo Ñanculef:
Cluster Distillation: Semi-supervised Time Series Classification through Clustering-based Self-supervision. SCCC 2022: 1-8 - [i9]Francisco Andrades, Ricardo Ñanculef:
A Method to Predict Semantic Relations on Artificial Intelligence Papers. CoRR abs/2201.10518 (2022) - 2021
- [c28]Francisco Andrades, Ricardo Ñanculef:
A Method to Predict Semantic Relations on Artificial Intelligence Papers. IEEE BigData 2021: 5795-5800 - [c27]Ricardo Ñanculef, Francisco Alejandro Mena, Antonio Macaluso, Stefano Lodi, Claudio Sartori:
Self-supervised Bernoulli Autoencoders for Semi-supervised Hashing. CIARP 2021: 258-268 - 2020
- [j8]Franklin Johnson, Alvaro Valderrama, Carlos Valle, Broderick Crawford, Ricardo Soto, Ricardo Ñanculef:
Automating Configuration of Convolutional Neural Network Hyperparameters Using Genetic Algorithm. IEEE Access 8: 156139-156152 (2020) - [i8]Ricardo Ñanculef, Francisco Alejandro Mena, Antonio Macaluso, Stefano Lodi, Claudio Sartori:
Self-Supervised Bernoulli Autoencoders for Semi-Supervised Hashing. CoRR abs/2007.08799 (2020)
2010 – 2019
- 2019
- [j7]Carlos Valle, Ricardo Ñanculef, Héctor Allende, Claudio Moraga:
LocalBoost: A Parallelizable Approach to Boosting Classifiers. Neural Process. Lett. 50(1): 19-41 (2019) - [c26]Francisco Alejandro Mena, Ricardo Ñanculef:
A Binary Variational Autoencoder for Hashing. CIARP 2019: 131-141 - [c25]Francisco Alejandro Mena, Ricardo Ñanculef:
Revisiting Machine Learning from Crowds a Mixture Model for Grouping Annotations. CIARP 2019: 493-503 - [c24]Rafik Mas'Ad, Ricardo Ñanculef, Hernán Astudillo:
BlackSheep: Dynamic Effort Estimation in Agile Software Development using Machine Learning. CIbSE 2019: 16-29 - [i7]Francisco Alejandro Mena, Ricardo Ñanculef:
Evaluating Bregman Divergences for Probability Learning from Crowd. CoRR abs/1901.10653 (2019) - 2018
- [c23]Cristian M. Orellana, Ricardo Ñanculef, Carlos Valle:
Boosting Collaborative Filters for Drug-Target Interaction Prediction. CIARP 2018: 212-220 - [c22]Simone Balocco, Mauricio González, Ricardo Ñanculef, Petia Radeva, Gabriel Thomas:
Calcified Plaque Detection in IVUS Sequences: Preliminary Results Using Convolutional Nets. IWAIPR 2018: 34-42 - 2016
- [j6]Emanuele Frandi, Ricardo Ñanculef, Stefano Lodi, Claudio Sartori, Johan A. K. Suykens:
Fast and scalable Lasso via stochastic Frank-Wolfe methods with a convergence guarantee. Mach. Learn. 104(2-3): 195-221 (2016) - [c21]Julio Hurtado, Marcelo Mendoza, Ricardo Ñanculef:
Boosting SpLSA for Text Classification. CIARP 2016: 142-149 - [c20]Marcelo Aliquintuy, Emanuele Frandi, Ricardo Ñanculef, Johan A. K. Suykens:
Efficient Sparse Approximation of Support Vector Machines Solving a Kernel Lasso. CIARP 2016: 208-216 - [i6]Ricardo Ñanculef, Ilias N. Flaounas, Nello Cristianini:
Efficient Classification of Multi-Labelled Text Streams by Clashing. CoRR abs/1604.03200 (2016) - 2015
- [c19]Emanuele Frandi, Ricardo Ñanculef, Johan A. K. Suykens:
A PARTAN-accelerated Frank-Wolfe algorithm for large-scale SVM classification. IJCNN 2015: 1-8 - [i5]Emanuele Frandi, Ricardo Ñanculef, Johan A. K. Suykens:
A PARTAN-Accelerated Frank-Wolfe Algorithm for Large-Scale SVM Classification. CoRR abs/1502.01563 (2015) - [i4]Emanuele Frandi, Ricardo Ñanculef, Stefano Lodi, Claudio Sartori, Johan A. K. Suykens:
Fast and Scalable Lasso via Stochastic Frank-Wolfe Methods with a Convergence Guarantee. CoRR abs/1510.07169 (2015) - 2014
- [j5]Ricardo Ñanculef, Ilias N. Flaounas, Nello Cristianini:
Efficient classification of multi-labeled text streams by clashing. Expert Syst. Appl. 41(11): 5431-5450 (2014) - [j4]Ricardo Ñanculef, Emanuele Frandi, Claudio Sartori, Héctor Allende:
A novel Frank-Wolfe algorithm. Analysis and applications to large-scale SVM training. Inf. Sci. 285: 66-99 (2014) - [i3]Emanuele Frandi, Ricardo Ñanculef, Johan A. K. Suykens:
Complexity Issues and Randomization Strategies in Frank-Wolfe Algorithms for Machine Learning. CoRR abs/1410.4062 (2014) - 2013
- [j3]Emanuele Frandi, Ricardo Ñanculef, Maria Grazia Gasparo, Stefano Lodi, Claudio Sartori:
Training Support Vector Machines using Frank-Wolfe Optimization Methods. Int. J. Pattern Recognit. Artif. Intell. 27(3) (2013) - [i2]Héctor Allende, Emanuele Frandi, Ricardo Ñanculef, Claudio Sartori:
Novel Frank-Wolfe Methods for SVM Learning. CoRR abs/1304.1014 (2013) - 2012
- [j2]Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga:
Training regression ensembles by sequential target correction and resampling. Inf. Sci. 195: 154-174 (2012) - [i1]Emanuele Frandi, Ricardo Ñanculef, Maria Grazia Gasparo, Stefano Lodi, Claudio Sartori:
Training Support Vector Machines Using Frank-Wolfe Optimization Methods. CoRR abs/1212.0695 (2012) - 2011
- [c18]Ricardo Ñanculef, Erick López, Héctor Allende, Héctor Allende-Cid:
An Ensemble Method for Incremental Classification in Stationary and Non-stationary Environments. CIARP 2011: 541-548 - [c17]Ricardo Ñanculef, Héctor Allende, Stefano Lodi, Claudio Sartori:
Two One-Pass Algorithms for Data Stream Classification Using Approximate MEBs. ICANNGA (2) 2011: 363-372 - 2010
- [c16]Emanuele Frandi, Maria Grazia Gasparo, Stefano Lodi, Ricardo Ñanculef, Claudio Sartori:
A New Algorithm for Training SVMs Using Approximate Minimal Enclosing Balls. CIARP 2010: 87-95 - [c15]Diego Candel, Ricardo Ñanculef, Carlos Concha, Héctor Allende:
A Sequential Minimal Optimization Algorithm for the All-Distances Support Vector Machine. CIARP 2010: 484-491 - [c14]Stefano Lodi, Ricardo Ñanculef, Claudio Sartori:
Single-Pass Distributed Learning of Multi-class SVMs Using Core-Sets. SDM 2010: 257-268 - [c13]Stefano Lodi, Ricardo Ñanculef, Claudio Sartori:
Learning Multi-Class Support Vector Models from Distributed Data using Core-Sets (Extended Abstract). SEBD 2010: 150-157
2000 – 2009
- 2009
- [j1]Ricardo Ñanculef, Carlos Concha, Héctor Allende, Diego Candel, Claudio Moraga:
AD-SVMs: A light extension of SVMs for multicategory classification. Int. J. Hybrid Intell. Syst. 6(2): 69-79 (2009) - [c12]Stefano Lodi, Ricardo Ñanculef, Claudio Sartori:
L2-SVM Training with Distributed Data. MATES 2009: 208-213 - 2008
- [c11]Ricardo Ñanculef, Carlos Concha, Héctor Allende, Diego Candel, Claudio Moraga:
Multicategory SVMs by Minimizing the Distances among Convex-Hull Prototypes. HIS 2008: 423-428 - 2007
- [c10]Héctor Allende-Cid, Rodrigo Salas, Héctor Allende, Ricardo Ñanculef:
Robust Alternating AdaBoost. CIARP 2007: 427-436 - [c9]Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga:
Bagging with Asymmetric Costs for Misclassified and Correctly Classified Examples. CIARP 2007: 694-703 - [c8]Carlos Valle, Ricardo Ñanculef, Héctor Allende, Claudio Moraga:
Two Bagging Algorithms with Coupled Learners to Encourage Diversity. IDA 2007: 130-139 - [c7]Patricia Trejo, Ricardo Ñanculef, Héctor Allende, Claudio Moraga:
Probabilistic Aggregation of Classifiers for Incremental Learning. IWANN 2007: 135-143 - 2006
- [c6]Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga:
Ensemble Learning with Local Diversity. ICANN (1) 2006: 264-273 - [c5]Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga:
Local Negative Correlation with Resampling. IDEAL 2006: 570-577 - 2005
- [c4]Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga:
Moderated Innovations in Self-poised Ensemble Learning. CIS (1) 2005: 49-56 - [c3]Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga:
Self-poised Ensemble Learning. IDA 2005: 272-282 - 2004
- [c2]Ricardo Ñanculef, Carlos Concha, Claudio Moraga, Héctor Allende:
Multiresolution Fuzzy Rule Systems. Fuzzy Days 2004: 65-79 - [c1]Héctor Allende, Ricardo Ñanculef, Rodrigo Salas:
Robust Bootstrapping Neural Networks. MICAI 2004: 813-822
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-12-02 21:32 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
