Amelia Zafra

According to our database1, Amelia Zafra authored at least 39 papers between 2006 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2019
LEAC: An efficient library for clustering with evolutionary algorithms.
Knowl.-Based Syst., 2019

2016
Multiple Instance Learning - Foundations and Algorithms
Springer, ISBN: 978-3-319-47759-6, 2016

2015
Speeding up multiple instance learning classification rules on GPUs.
Knowl. Inf. Syst., 2015

A classification module for genetic programming algorithms in JCLEC.
J. Mach. Learn. Res., 2015

2014
Parallel evaluation of Pittsburgh rule-based classifiers on GPUs.
Neurocomputing, 2014

2013
Weighted Data Gravitation Classification for Standard and Imbalanced Data.
IEEE Trans. Cybernetics, 2013

DRAL: a tool for discovering relevant e-activities for learners.
Knowl. Inf. Syst., 2013

HyDR-MI: A hybrid algorithm to reduce dimensionality in multiple instance learning.
Inf. Sci., 2013

An interpretable classification rule mining algorithm.
Inf. Sci., 2013

Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data.
Expert Systems, 2013

Web usage mining for predicting final marks of students that use Moodle courses.
Comp. Applic. in Engineering Education, 2013

A Grammar-Guided Genetic Programming Algorithm for Multi-Label Classification.
Proceedings of the Genetic Programming - 16th European Conference, 2013

2012
Multi-objective approach based on grammar-guided genetic programming for solving multiple instance problems.
Soft Comput., 2012

Speeding up the evaluation phase of GP classification algorithms on GPUs.
Soft Comput., 2012

ReliefF-MI: An extension of ReliefF to multiple instance learning.
Neurocomputing, 2012

Multi-instance genetic programming for predicting student performance in web based educational environments.
Appl. Soft Comput., 2012

2011
A Gene Expression Programming Algorithm for Multi-Label Classification.
Multiple-Valued Logic and Soft Computing, 2011

Multiple instance learning for classifying students in learning management systems.
Expert Syst. Appl., 2011

Multiple Instance Learning with Multiple Objective Genetic Programming for Web Mining.
Appl. Soft Comput., 2011

An EP algorithm for learning highly interpretable classifiers.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

A Parallel Genetic Programming Algorithm for Classification.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

2010
G3P-MI: A genetic programming algorithm for multiple instance learning.
Inf. Sci., 2010

Feature selection is the ReliefF for multiple instance learning.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Web Usage Mining for Improving Students Performance in Learning Management Systems.
Proceedings of the Trends in Applied Intelligent Systems, 2010

Reducing Dimensionality in Multiple Instance Learning with a Filter Method.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

Solving Classification Problems Using Genetic Programming Algorithms on GPUs.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

Grammar guided genetic programming for multiple instance learning: an experimental study.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2009
Multi-Instance Learning with MultiObjective Genetic Programming.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Multi-instance genetic programming for web index recommendation.
Expert Syst. Appl., 2009

Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems.
Computers & Education, 2009

Predicting Academic Achievement Using Multiple Instance Genetic Programming.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

A Niching Algorithm to Learn Discriminant Functions with Multi-Label Patterns.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

A Comparison of Multi-objective Grammar-Guided Genetic Programming Methods to Multiple Instance Learning.
Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

Predicting Student Grades in Learning Management Systems with Multiple Instance Learning Genetic Programming.
Proceedings of the Educational Data Mining, 2009

2008
JCLEC: a Java framework for evolutionary computation.
Soft Comput., 2008

Multiple Instance Learning with MultiObjective Genetic Programming for Web Mining.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

2007
Multiple Instance Learning with Genetic Programming for Web Mining.
Proceedings of the Computational and Ambient Intelligence, 2007

Multi-objective Genetic Programming for Multiple Instance Learning.
Proceedings of the Machine Learning: ECML 2007, 2007

2006
Improving the User-System Interaction in a Web Multi-agent System Using Fuzzy Multi-granular Linguistic Information.
Proceedings of the Flexible Query Answering Systems, 7th International Conference, 2006


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