default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDAmelia Zafra
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Books and Theses
- 2016
[b1]Francisco Herrera, Sebastián Ventura
, Rafael Bello, Chris Cornelis, Amelia Zafra, Dánel Sánchez Tarragó, Sarah Vluymans:
Multiple Instance Learning - Foundations and Algorithms. Springer 2016, ISBN 978-3-319-47758-9, pp. 1-233
Journal Articles
- 2024
- [j28]Hermes Robles-Berumen, Amelia Zafra, Sebastián Ventura:
A survey of genetic algorithms for clustering: Taxonomy and empirical analysis. Swarm Evol. Comput. 91: 101720 (2024) - 2023
- [j27]Juan Carlos Gámez-Granados, Aurora Esteban, Francisco J. Rodríguez-Lozano, Amelia Zafra:
An algorithm based on fuzzy ordinal classification to predict students' academic performance. Appl. Intell. 53(22): 27537-27559 (2023) - [j26]Amelia Zafra, Eva Gibaja:
Nearest neighbor-based approaches for multi-instance multi-label classification. Expert Syst. Appl. 232: 120876 (2023) - 2022
- [j25]Amelia Zafra:
Ying Bi, Bing Xue, Mengjie Zhang: Genetic programming for image classification - an automated approach to feature learning. Genet. Program. Evolvable Mach. 23(4): 589-590 (2022) - [j24]Álvaro Belmonte, Amelia Zafra, Eva Gibaja:
MIML library: A modular and flexible library for multi-instance multi-label learning. Neurocomputing 500: 632-636 (2022) - [j23]Aurora Esteban, Amelia Zafra, Sebastián Ventura:
Data mining in predictive maintenance systems: A taxonomy and systematic review. WIREs Data Mining Knowl. Discov. 12(5) (2022) - 2020
- [j22]Aurora Esteban, Amelia Zafra, Cristóbal Romero:
Helping university students to choose elective courses by using a hybrid multi-criteria recommendation system with genetic optimization. Knowl. Based Syst. 194: 105385 (2020) - 2019
- [j21]Hermes Robles-Berumen, Amelia Zafra, Habib M. Fardoun, Sebastián Ventura:
LEAC: An efficient library for clustering with evolutionary algorithms. Knowl. Based Syst. 179: 117-119 (2019) - 2015
- [j20]Alberto Cano, José María Luna, Amelia Zafra, Sebastián Ventura:
A classification module for genetic programming algorithms in JCLEC. J. Mach. Learn. Res. 16: 491-494 (2015) - [j19]Alberto Cano, Amelia Zafra, Sebastián Ventura:
Speeding up multiple instance learning classification rules on GPUs. Knowl. Inf. Syst. 44(1): 127-145 (2015) - 2014
- [j18]Alberto Cano, Amelia Zafra, Sebastián Ventura:
Parallel evaluation of Pittsburgh rule-based classifiers on GPUs. Neurocomputing 126: 45-57 (2014) - 2013
- [j17]Cristóbal Romero, Pedro G. Espejo, Amelia Zafra, José Raúl Romero, Sebastián Ventura:
Web usage mining for predicting final marks of students that use Moodle courses. Comput. Appl. Eng. Educ. 21(1): 135-146 (2013) - [j16]Cristóbal Romero, Amelia Zafra, José María Luna, Sebastián Ventura:
Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data. Expert Syst. J. Knowl. Eng. 30(2): 162-172 (2013) - [j15]Amelia Zafra, Mykola Pechenizkiy, Sebastián Ventura:
HyDR-MI: A hybrid algorithm to reduce dimensionality in multiple instance learning. Inf. Sci. 222: 282-301 (2013) - [j14]Alberto Cano, Amelia Zafra, Sebastián Ventura:
An interpretable classification rule mining algorithm. Inf. Sci. 240: 1-20 (2013) - [j13]Amelia Zafra, Cristóbal Romero, Sebastián Ventura:
DRAL: a tool for discovering relevant e-activities for learners. Knowl. Inf. Syst. 36(1): 211-250 (2013) - [j12]Alberto Cano, Amelia Zafra, Sebastián Ventura:
Weighted Data Gravitation Classification for Standard and Imbalanced Data. IEEE Trans. Cybern. 43(6): 1672-1687 (2013) - 2012
- [j11]Amelia Zafra, Sebastián Ventura:
Multi-instance genetic programming for predicting student performance in web based educational environments. Appl. Soft Comput. 12(8): 2693-2706 (2012) - [j10]Amelia Zafra, Mykola Pechenizkiy, Sebastián Ventura:
ReliefF-MI: An extension of ReliefF to multiple instance learning. Neurocomputing 75(1): 210-218 (2012) - [j9]Alberto Cano, Amelia Zafra, Sebastián Ventura:
Speeding up the evaluation phase of GP classification algorithms on GPUs. Soft Comput. 16(2): 187-202 (2012) - [j8]Amelia Zafra, Sebastián Ventura:
Multi-objective approach based on grammar-guided genetic programming for solving multiple instance problems. Soft Comput. 16(6): 955-977 (2012) - 2011
- [j7]Amelia Zafra, Eva Lucrecia Gibaja Galindo, Sebastián Ventura:
Multiple Instance Learning with Multiple Objective Genetic Programming for Web Mining. Appl. Soft Comput. 11(1): 93-102 (2011) - [j6]Amelia Zafra, Cristóbal Romero, Sebastián Ventura:
Multiple instance learning for classifying students in learning management systems. Expert Syst. Appl. 38(12): 15020-15031 (2011) - [j5]José Luis Ávila-Jiménez, Eva Lucrecia Gibaja Galindo, Amelia Zafra, Sebastián Ventura:
A Gene Expression Programming Algorithm for Multi-Label Classification. J. Multiple Valued Log. Soft Comput. 17(2-3): 183-206 (2011) - 2010
- [j4]Amelia Zafra, Sebastián Ventura:
G3P-MI: A genetic programming algorithm for multiple instance learning. Inf. Sci. 180(23): 4496-4513 (2010) - 2009
- [j3]Cristóbal Romero, Sebastián Ventura, Amelia Zafra, Paul De Bra:
Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems. Comput. Educ. 53(3): 828-840 (2009) - [j2]Amelia Zafra, Cristóbal Romero, Sebastián Ventura, Enrique Herrera-Viedma:
Multi-instance genetic programming for web index recommendation. Expert Syst. Appl. 36(9): 11470-11479 (2009) - 2008
- [j1]Sebastián Ventura, Cristóbal Romero, Amelia Zafra, Jose Antonio Delgado, César Hervás:
JCLEC: a Java framework for evolutionary computation. Soft Comput. 12(4): 381-392 (2008)
Conference and Workshop Papers
- 2024
- [c20]Amelia Zafra, Bruno Veloso, João Gama:
Early Failure Detection for Air Production Unit in Metro Trains. HAIS (1) 2024: 339-351 - 2023
- [c19]Hermes Robles-Berumen, Amelia Zafra, Sebastián Ventura:
A Novel Genetic Algorithm with Specialized Genetic Operators for Clustering. HAIS 2023: 457-468 - 2020
- [c18]Aurora Esteban, Amelia Zafra, Sebastián Ventura:
A Preliminary Study on Evolutionary Clustering for Multiple Instance Learning. CEC 2020: 1-8 - 2018
- [c17]Aurora Esteban, Amelia Zafra, Cristóbal Romero:
A Hybrid Multi-Criteria approach using a Genetic Algorithm for Recommending Courses to University Students. EDM 2018 - 2013
- [c16]Alberto Cano, Amelia Zafra, Eva Lucrecia Gibaja Galindo, Sebastián Ventura:
A Grammar-Guided Genetic Programming Algorithm for Multi-Label Classification. EuroGP 2013: 217-228 - 2011
- [c15]Alberto Cano, Amelia Zafra, Sebastián Ventura:
A Parallel Genetic Programming Algorithm for Classification. HAIS (1) 2011: 172-181 - [c14]Alberto Cano, Amelia Zafra, Sebastián Ventura:
An EP algorithm for learning highly interpretable classifiers. ISDA 2011: 325-330 - 2010
- [c13]Amelia Zafra, Sebastián Ventura:
Grammar guided genetic programming for multiple instance learning: an experimental study. GECCO 2010: 909-916 - [c12]Alberto Cano, Amelia Zafra, Sebastián Ventura:
Solving Classification Problems Using Genetic Programming Algorithms on GPUs. HAIS (2) 2010: 17-26 - [c11]Amelia Zafra, Mykola Pechenizkiy, Sebastián Ventura:
Reducing Dimensionality in Multiple Instance Learning with a Filter Method. HAIS (2) 2010: 35-44 - [c10]Amelia Zafra, Sebastián Ventura:
Web Usage Mining for Improving Students Performance in Learning Management Systems. IEA/AIE (3) 2010: 439-449 - [c9]Amelia Zafra, Mykola Pechenizkiy, Sebastián Ventura:
Feature selection is the ReliefF for multiple instance learning. ISDA 2010: 525-532 - 2009
- [c8]Amelia Zafra, Sebastián Ventura:
Predicting Student Grades in Learning Management Systems with Multiple Instance Learning Genetic Programming. EDM 2009: 309-318 - [c7]Amelia Zafra, Sebastián Ventura:
A Comparison of Multi-objective Grammar-Guided Genetic Programming Methods to Multiple Instance Learning. HAIS 2009: 450-458 - [c6]José Luis Ávila-Jiménez, Eva Lucrecia Gibaja Galindo, Amelia Zafra, Sebastián Ventura:
A Niching Algorithm to Learn Discriminant Functions with Multi-Label Patterns. IDEAL 2009: 570-577 - [c5]Amelia Zafra, Cristóbal Romero, Sebastián Ventura:
Predicting Academic Achievement Using Multiple Instance Genetic Programming. ISDA 2009: 1120-1125 - 2008
- [c4]Amelia Zafra, Eva Lucrecia Gibaja Galindo, Sebastián Ventura:
Multiple Instance Learning with MultiObjective Genetic Programming for Web Mining. HIS 2008: 513-518 - 2007
- [c3]Amelia Zafra, Sebastián Ventura:
Multi-objective Genetic Programming for Multiple Instance Learning. ECML 2007: 790-797 - [c2]Amelia Zafra, Sebastián Ventura, Enrique Herrera-Viedma, Cristóbal Romero:
Multiple Instance Learning with Genetic Programming for Web Mining. IWANN 2007: 919-927 - 2006
- [c1]Enrique Herrera-Viedma, Carlos Porcel, Antonio Gabriel López-Herrera, Sergio Alonso, Amelia Zafra:
Improving the User-System Interaction in a Web Multi-agent System Using Fuzzy Multi-granular Linguistic Information. FQAS 2006: 390-403
Reference Works
- 2009
- [r1]Amelia Zafra:
Multi-Instance Learning with MultiObjective Genetic Programming. Encyclopedia of Data Warehousing and Mining 2009: 1372-1379
Informal and Other Publications
- 2024
- [i1]Álvaro Belmonte, Amelia Zafra, Eva Gibaja:
MIML library: a Modular and Flexible Library for Multi-instance Multi-label Learning. CoRR abs/2402.08056 (2024)
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 2024-11-07 21:30 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:
