2023
|
Luna, J M; Kiran, R U; Fournier-Viger, P; Ventura, S Efficient Mining of Top-k High Utility Itemsets through Genetic Algorithms Journal Article Information Sciences, 2023. BibTeX | Tags: Genetic Programming, Pattern Mining @article{luna2023efficient,
title = {Efficient Mining of Top-k High Utility Itemsets through Genetic Algorithms},
author = {Luna, J. M. and Kiran, R. U. and Fournier-Viger, P. and Ventura, S.},
year = {2023},
date = {2023-01-01},
journal = {Information Sciences},
publisher = {Elsevier},
keywords = {Genetic Programming, Pattern Mining},
pubstate = {published},
tppubtype = {article}
}
|
2022
|
Al-Twijri, M; Luna, J M; Herrera, F; Ventura, S Course Recommendation based on Sequences: An Evolutionary Search of Emerging Sequential Patterns Journal Article Cognitive Computation, pp. 1-22, 2022. Links | BibTeX | Tags: Bioinspired Algorithms, Data Science, Educational Data Mining, Educational Recommender Systems, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics, Pattern Mining @article{AlTwijri2022,
title = {Course Recommendation based on Sequences: An Evolutionary Search of Emerging Sequential Patterns},
author = {Al-Twijri, M. and Luna, J. M. and Herrera, F. and Ventura, S.},
url = {https://link.springer.com/article/10.1007/s12559-022-10015-5},
year = {2022},
date = {2022-01-01},
journal = {Cognitive Computation},
pages = {1-22},
publisher = {Springer US},
keywords = {Bioinspired Algorithms, Data Science, Educational Data Mining, Educational Recommender Systems, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics, Pattern Mining},
pubstate = {published},
tppubtype = {article}
}
|
Trasierras, A M; Luna, J M; Ventura, S Improving the understanding of cancer in a descriptive way: An emerging pattern mining‐based approach Journal Article International Journal of Intelligent Systems, 37 (4), pp. 2822-2848, 2022. Links | BibTeX | Tags: Cancer, Clinical Data Mining, Data Science, Medical Data Mining, Pattern Mining @article{Trasierras2022,
title = {Improving the understanding of cancer in a descriptive way: An emerging pattern mining‐based approach},
author = {Trasierras, A. M. and Luna, J. M. and Ventura, S.},
url = {https://onlinelibrary.wiley.com/doi/full/10.1002/int.22503},
year = {2022},
date = {2022-01-01},
journal = {International Journal of Intelligent Systems},
volume = {37},
number = {4},
pages = {2822-2848},
keywords = {Cancer, Clinical Data Mining, Data Science, Medical Data Mining, Pattern Mining},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Fardoun, H M; Padillo, F; Romero, C; Ventura, S Subgroup discovery in MOOCs: a big data application for describing different types of learners Journal Article Interactive Learning Environments, 30 (1), pp. 127–145, 2022. Links | BibTeX | Tags: Big Data, Big Data Mining, Data Science, Educational Data Mining, Educational Recommender Systems, Pattern Mining, Spark, Subgroup Discovery @article{luna2022subgroup,
title = {Subgroup discovery in MOOCs: a big data application for describing different types of learners},
author = {Luna, J. M. and Fardoun, H. M. and Padillo, F. and Romero, C. and Ventura, S.},
url = {https://www.tandfonline.com/doi/abs/10.1080/10494820.2019.1643742},
doi = {10.1080/10494820.2019.1643742},
year = {2022},
date = {2022-01-01},
journal = {Interactive Learning Environments},
volume = {30},
number = {1},
pages = {127--145},
publisher = {Taylor & Francis},
keywords = {Big Data, Big Data Mining, Data Science, Educational Data Mining, Educational Recommender Systems, Pattern Mining, Spark, Subgroup Discovery},
pubstate = {published},
tppubtype = {article}
}
|
García-Pozo, P; Ramírez, A Análisis de librerías Python en repositorios GitHub con minería de patrones Inproceedings XXV Jornadas en Ingenier'ia del Software y Bases de Datos (JISBD), 2022. BibTeX | Tags: Pattern Mining, Software analytics, Software Design and Development @inproceedings{ramirez2022jisbd,
title = {An\'{a}lisis de librer\^{i}as Python en repositorios GitHub con miner\^{i}a de patrones},
author = {Garc\^{i}a-Pozo, P. and Ram\^{i}rez, A.},
year = {2022},
date = {2022-01-01},
booktitle = {XXV Jornadas en Ingenier'ia del Software y Bases de Datos (JISBD)},
keywords = {Pattern Mining, Software analytics, Software Design and Development},
pubstate = {published},
tppubtype = {inproceedings}
}
|
García-Pozo, P; Ramírez, A; Romero, J R Third-party Library Recommendations for Python Developers using Software Analytics Techniques Inproceedings International Summer School on Search- and Machine Learning-based Software Engineering, pp. 17-18, 2022. Links | BibTeX | Tags: Pattern Mining, Software analytics, Software Design and Development @inproceedings{ramirez2022smileseng1,
title = {Third-party Library Recommendations for Python Developers using Software Analytics Techniques},
author = {Garc\^{i}a-Pozo, P. and Ram\^{i}rez, A. and Romero, J. R.},
url = {https://www.uco.es/ucopress/images/librosgratuitos/978-84-9927-704-2/ebook.html},
year = {2022},
date = {2022-01-01},
booktitle = {International Summer School on Search- and Machine Learning-based Software Engineering},
pages = {17-18},
keywords = {Pattern Mining, Software analytics, Software Design and Development},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Barrón, M A; Luna, J M; Ventura, S Dynamic Airline Discounts using an Evolutionary Subgroup Discovery Methodology Inproceedings 2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS), pp. 1–6, IEEE 2022. BibTeX | Tags: Evolutionary Algorithms, Pattern Mining @inproceedings{barron2022dynamic,
title = {Dynamic Airline Discounts using an Evolutionary Subgroup Discovery Methodology},
author = {Barr\'{o}n, M. A. and Luna, J. M. and Ventura, S.},
year = {2022},
date = {2022-01-01},
booktitle = {2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS)},
pages = {1--6},
organization = {IEEE},
keywords = {Evolutionary Algorithms, Pattern Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2021
|
Fournier-Viger, P; Yang, P; Kiran, R U; Ventura, S; Luna, J M Mining local periodic patterns in a discrete sequence Journal Article Information Sciences, 544 , pp. 519–548, 2021. Links | BibTeX | Tags: Data Science, Pattern Mining @article{fournier2021mining,
title = {Mining local periodic patterns in a discrete sequence},
author = {Fournier-Viger, P. and Yang, P. and Kiran, R. U. and Ventura, S. and Luna, J. M.},
url = {https://www.sciencedirect.com/science/article/pii/S0020025520309567},
doi = {10.1016/j.ins.2020.09.044},
year = {2021},
date = {2021-01-01},
journal = {Information Sciences},
volume = {544},
pages = {519--548},
publisher = {Elsevier},
keywords = {Data Science, Pattern Mining},
pubstate = {published},
tppubtype = {article}
}
|
2020
|
Luna, J M; Pechenizkiy, M; Duivesteijn, W; Ventura, S Exceptional in so Many Ways—Discovering Descriptors That Display Exceptional Behavior on Contrasting Scenarios Journal Article IEEE Access, 8 , pp. 200982-200994, 2020. Links | BibTeX | Tags: Data Science, Evolutionary Algorithms, Genetic Algorithms, Grammar-Based Genetic Programming, Metaheuristics, Pattern Mining @article{Luna2020b,
title = {Exceptional in so Many Ways{\textemdash}Discovering Descriptors That Display Exceptional Behavior on Contrasting Scenarios},
author = {Luna, J. M. and Pechenizkiy, M. and Duivesteijn, W. and Ventura, S.},
url = {https://ieeexplore.ieee.org/abstract/document/9245545/},
year = {2020},
date = {2020-01-01},
journal = {IEEE Access},
volume = {8},
pages = {200982-200994},
publisher = {IEEE},
keywords = {Data Science, Evolutionary Algorithms, Genetic Algorithms, Grammar-Based Genetic Programming, Metaheuristics, Pattern Mining},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Fournier-Viger, P; Ventura, S Extracting user-centric knowledge on two different spaces: Concepts and records Journal Article IEEE Access, 8 , pp. 134782-134799, 2020. Links | BibTeX | Tags: Data Science, Evolutionary Algorithms, Genetic Algorithms, Grammar-Based Genetic Programming, Metaheuristics, Pattern Mining @article{Luna2020,
title = {Extracting user-centric knowledge on two different spaces: Concepts and records},
author = {Luna, J. M. and Fournier-Viger, P. and Ventura, S.},
url = {https://ieeexplore.ieee.org/abstract/document/9145755/},
year = {2020},
date = {2020-01-01},
journal = {IEEE Access},
volume = {8},
pages = {134782-134799},
publisher = {IEEE},
keywords = {Data Science, Evolutionary Algorithms, Genetic Algorithms, Grammar-Based Genetic Programming, Metaheuristics, Pattern Mining},
pubstate = {published},
tppubtype = {article}
}
|
Fournier-Viger, P; Wang, Y; Chun-Wei Lin, J; Luna, J M; Ventura, S Mining cross-level high utility itemsets Inproceedings pp. 858-871, Springer, Cham, 2020. Links | BibTeX | Tags: Data Science, Pattern Mining @inproceedings{Fournier2020,
title = {Mining cross-level high utility itemsets},
author = {Fournier-Viger, P. and Wang, Y. and Chun-Wei Lin, J. and Luna, J. M. and Ventura, S.},
url = {https://link.springer.com/chapter/10.1007/978-3-030-55789-8_73},
year = {2020},
date = {2020-01-01},
pages = {858-871},
publisher = {Springer, Cham},
keywords = {Data Science, Pattern Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2019
|
Luna, J M; Fournier-Viger, P; Ventura, S Frequent itemset mining: A 25 years review Journal Article Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 9 , 2019. Links | BibTeX | Tags: Data Science, Pattern Mining @article{Luna2019,
title = {Frequent itemset mining: A 25 years review},
author = {Luna, J. M. and Fournier-Viger, P. and Ventura, S.},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85069672401&doi=10.1002%2fwidm.1329&partnerID=40&md5=3475dfa9e7dc458a2490f506a432a0a9},
doi = {10.1002/widm.1329},
year = {2019},
date = {2019-01-01},
journal = {Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery},
volume = {9},
keywords = {Data Science, Pattern Mining},
pubstate = {published},
tppubtype = {article}
}
|
Padillo, F; Luna, J M; Ventura, S A Grammar-Guided Genetic Programing Algorithm for Associative Classification in Big Data Journal Article Cognitive Computation, 11 , pp. 331-346, 2019. Links | BibTeX | Tags: Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Spark @article{Padillo2019331,
title = {A Grammar-Guided Genetic Programing Algorithm for Associative Classification in Big Data},
author = {Padillo, F. and Luna, J. M. and Ventura, S.},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85060144183&doi=10.1007%2fs12559-018-9617-2&partnerID=40&md5=c8e2a8aa35eb60951983f3b45e2c0391},
doi = {10.1007/s12559-018-9617-2},
year = {2019},
date = {2019-01-01},
journal = {Cognitive Computation},
volume = {11},
pages = {331-346},
keywords = {Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Spark},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Padillo, F; Ventura, S Associative classification in big data through a G3P approach Inproceedings IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security, pp. 94-102, 2019. Links | BibTeX | Tags: Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Spark @inproceedings{Luna201994,
title = {Associative classification in big data through a G3P approach},
author = {Luna, J. M. and Padillo, F. and Ventura, S.},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067468328&partnerID=40&md5=f405c88f8efd5438e37f26b8482455e8},
year = {2019},
date = {2019-01-01},
booktitle = {IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security},
pages = {94-102},
keywords = {Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Spark},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Luna, J M; Carmona, C J; García-Vico, A M; {Del Jesus}, M J; Ventura, S Subgroup discovery on multiple instance data Journal Article International Journal of Computational Intelligence Systems, 12 (2), pp. 1602–1612, 2019, ISSN: 18756883. Links | BibTeX | Tags: Metaheuristics, Multi-instance Learning, Pattern Mining, Subgroup Discovery @article{Luna2019bb,
title = {Subgroup discovery on multiple instance data},
author = {Luna, J. M. and Carmona, C. J. and Garc\^{i}a-Vico, A. M. and {Del Jesus}, M. J. and Ventura, S.},
url = {https://www.atlantis-press.com/journals/ijcis/125927212/view},
doi = {10.2991/ijcis.d.191213.001},
issn = {18756883},
year = {2019},
date = {2019-01-01},
journal = {International Journal of Computational Intelligence Systems},
volume = {12},
number = {2},
pages = {1602--1612},
keywords = {Metaheuristics, Multi-instance Learning, Pattern Mining, Subgroup Discovery},
pubstate = {published},
tppubtype = {article}
}
|
2018
|
Luna, J M; Padillo, F; M., Pechenizkiy; Ventura, S Apriori Versions Based on MapReduce for Mining Frequent Patterns on Big Data Journal Article IEEE Trans. Cybernetics, 48 (10), pp. 2851–2865, 2018. Links | BibTeX | Tags: Association Rule Mining, Big Data Mining, Hadoop, Pattern Mining, Scalability, Spark @article{LunaPPV18,
title = {Apriori Versions Based on MapReduce for Mining Frequent Patterns on Big Data},
author = {Luna, J. M. and Padillo, F. and Pechenizkiy M. and Ventura, S.},
url = {https://doi.org/10.1109/TCYB.2017.2751081},
doi = {10.1109/TCYB.2017.2751081},
year = {2018},
date = {2018-01-01},
journal = {IEEE Trans. Cybernetics},
volume = {48},
number = {10},
pages = {2851--2865},
keywords = {Association Rule Mining, Big Data Mining, Hadoop, Pattern Mining, Scalability, Spark},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; M., Pechenizkiy; del J., Jesus M; Ventura, S Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming Journal Article IEEE Trans. Cybernetics, 48 (11), pp. 3030–3044, 2018. Links | BibTeX | Tags: Association Rule Mining, Grammar-Based Genetic Programming, Pattern Mining @article{LunaPJV18,
title = {Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming},
author = {Luna, J. M. and Pechenizkiy M. and del Jesus M. J. and Ventura, S.},
url = {https://doi.org/10.1109/TCYB.2017.2750919},
doi = {10.1109/TCYB.2017.2750919},
year = {2018},
date = {2018-01-01},
journal = {IEEE Trans. Cybernetics},
volume = {48},
number = {11},
pages = {3030--3044},
keywords = {Association Rule Mining, Grammar-Based Genetic Programming, Pattern Mining},
pubstate = {published},
tppubtype = {article}
}
|
Ventura, S; Luna, J M Supervised Descriptive Pattern Mining Book Springer, 2018, ISBN: 978-3-319-98139-0. Links | BibTeX | Tags: Association Rule Mining, Pattern Mining, Subgroup Discovery @book{VenturaL18,
title = {Supervised Descriptive Pattern Mining},
author = {Ventura, S. and Luna, J. M.},
url = {https://doi.org/10.1007/978-3-319-98140-6},
doi = {10.1007/978-3-319-98140-6},
isbn = {978-3-319-98139-0},
year = {2018},
date = {2018-01-01},
publisher = {Springer},
keywords = {Association Rule Mining, Pattern Mining, Subgroup Discovery},
pubstate = {published},
tppubtype = {book}
}
|
Padillo, F; Luna, J M; F., Herrera; Ventura, S Mining association rules on Big Data through MapReduce genetic programming Journal Article Integrated Computer-Aided Engineering, 25 (1), pp. 31–48, 2018. Links | BibTeX | Tags: Association Rule Mining, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Scalability, Spark @article{PadilloLHV18,
title = {Mining association rules on Big Data through MapReduce genetic programming},
author = {Padillo, F. and Luna, J. M. and Herrera F. and Ventura, S.},
url = {https://doi.org/10.3233/ICA-170555},
doi = {10.3233/ICA-170555},
year = {2018},
date = {2018-01-01},
journal = {Integrated Computer-Aided Engineering},
volume = {25},
number = {1},
pages = {31--48},
keywords = {Association Rule Mining, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Scalability, Spark},
pubstate = {published},
tppubtype = {article}
}
|
Djenouri, Y; Djenouri, D; Belhadi, A; Cano, A Exploiting GPU and Cluster Parallelism in Single Scan Frequent Itemset Mining Journal Article Information Sciences, In press , 2018. Links | BibTeX | Tags: GP-GPU, Pattern Mining, Scalability @article{2018-INS-GPU,
title = {Exploiting GPU and Cluster Parallelism in Single Scan Frequent Itemset Mining},
author = {Djenouri, Y. and Djenouri, D. and Belhadi, A. and Cano, A.},
url = {http://dx.doi.org/10.1016/j.ins.2018.07.020},
doi = {10.1016/j.ins.2018.07.020},
year = {2018},
date = {2018-01-01},
journal = {Information Sciences},
volume = {In press},
keywords = {GP-GPU, Pattern Mining, Scalability},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Ondra, M; Fardoun, H M; Ventura, S Optimization of quality measures in association rule mining: an empirical study Journal Article International Journal of Computational Intelligence Systems, 12 (1), pp. 59–78, 2018. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Pattern Mining, Unsupervised Learning @article{DBLP:journals/ijcisys/LunaOFV18,
title = {Optimization of quality measures in association rule mining: an empirical study},
author = {Luna, J. M. and Ondra, M. and Fardoun, H. M. and Ventura, S.},
url = {https://www.atlantis-press.com/journals/ijcis/25905182},
year = {2018},
date = {2018-01-01},
journal = {International Journal of Computational Intelligence Systems},
volume = {12},
number = {1},
pages = {59--78},
keywords = {Association Rule Mining, Evolutionary Algorithms, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Reyes, O; del Jesus, M J; Ventura, S Reglas de Asociacion en Datos Multi-Instancia mediante Programacion Genética Gramatical Inproceedings IX Simposio Teoría y Aplicaciones de Minería de Datos, CAEPIA-2018, Granada, España, pp. 815–820, 2018. BibTeX | Tags: Evolutionary Algorithms, Genetic Programming, Multi-instance Learning, Pattern Mining @inproceedings{Reyes2018k,
title = {Reglas de Asociacion en Datos Multi-Instancia mediante Programacion Gen'{e}tica Gramatical},
author = {Luna, J. M. and Reyes, O. and del Jesus, M. J. and Ventura, S.},
year = {2018},
date = {2018-01-01},
booktitle = {IX Simposio Teor\^{i}a y Aplicaciones de Miner\^{i}a de Datos, CAEPIA-2018, Granada, Espa\~{n}a},
pages = {815--820},
keywords = {Evolutionary Algorithms, Genetic Programming, Multi-instance Learning, Pattern Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2017
|
Bardudo, R; Ramírez, A; Romero, J R; Ventura, S Descubrimiento de patrones de diseño basado en buenas prácticas: modelo y discusión Inproceedings XXII Jornadas en Ingeniería del Software y Bases de Datos (JISBD'17), 2017. Links | BibTeX | Tags: Evolutionary Algorithms, Grammar-Based Genetic Programming, Pattern Mining, Search-based Software Engineering @inproceedings{2017-rbarbudo-jisbd,
title = {Descubrimiento de patrones de dise\~{n}o basado en buenas pr\'{a}cticas: modelo y discusi\'{o}n},
author = {Bardudo, R. and Ram\^{i}rez, A. and Romero, J. R. and Ventura, S.},
url = {http://hdl.handle.net/11705/JISBD/2017/035},
year = {2017},
date = {2017-01-01},
booktitle = {XXII Jornadas en Ingenier\^{i}a del Software y Bases de Datos (JISBD'17)},
keywords = {Evolutionary Algorithms, Grammar-Based Genetic Programming, Pattern Mining, Search-based Software Engineering},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Padillo, F; Luna, J M; Ventura, S An evolutionary algorithm for mining rare association rules: A Big Data approach Inproceedings 2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebastián, Spain, June 5-8, 2017, pp. 2007–2014, 2017. Links | BibTeX | Tags: Association Rule Mining, Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Spark, Unsupervised Learning @inproceedings{PadilloLV17,
title = {An evolutionary algorithm for mining rare association rules: A Big Data approach},
author = {Padillo, F. and Luna, J. M. and Ventura, S.},
url = {https://doi.org/10.1109/CEC.2017.7969547},
doi = {10.1109/CEC.2017.7969547},
year = {2017},
date = {2017-01-01},
booktitle = {2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebasti\'{a}n, Spain, June 5-8, 2017},
pages = {2007--2014},
keywords = {Association Rule Mining, Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Spark, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Padillo, F; Luna, J M; Ventura, S Exhaustive search algorithms to mine subgroups on Big Data using Apache Spark Journal Article Progress in Artificial Intelligence, 6 (2), pp. 145–158, 2017. Links | BibTeX | Tags: Big Data Mining, Hadoop, Pattern Mining, Spark, Subgroup Discovery @article{PadilloLV17b,
title = {Exhaustive search algorithms to mine subgroups on Big Data using Apache Spark},
author = {Padillo, F. and Luna, J. M. and Ventura, S.},
doi = {10.1007/s13748-017-0112-x},
year = {2017},
date = {2017-01-01},
journal = {Progress in Artificial Intelligence},
volume = {6},
number = {2},
pages = {145--158},
keywords = {Big Data Mining, Hadoop, Pattern Mining, Spark, Subgroup Discovery},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Pechenizkiy, M; del Jesus, M J; Ventura, S Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming Journal Article IEEE Transactions on Cybernetics, 99 (PP), pp. 1-15, 2017. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @article{LunaIEEE17,
title = {Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming},
author = {Luna, J. M. and Pechenizkiy, M. and del Jesus, M. J. and Ventura, S.},
doi = {10.1109/TCYB.2017.2750919},
year = {2017},
date = {2017-01-01},
journal = {IEEE Transactions on Cybernetics},
volume = {99},
number = {PP},
pages = {1-15},
keywords = {Association Rule Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Padillo, F; Pechenizkiy, M; Ventura, S Apriori Versions Based on MapReduce for Mining Frequent Patterns on Big Data Journal Article IEEE Transactions on Cybernetics, 99 (PP), pp. 1-15, 2017. Links | BibTeX | Tags: Association Rule Mining, Big Data Mining, Hadoop, Pattern Mining, Spark, Unsupervised Learning @article{LunaIEEE17b,
title = {Apriori Versions Based on MapReduce for Mining Frequent Patterns on Big Data},
author = {Luna, J. M. and Padillo, F. and Pechenizkiy, M. and Ventura, S.},
doi = {10.1109/TCYB.2017.2751081},
year = {2017},
date = {2017-01-01},
journal = {IEEE Transactions on Cybernetics},
volume = {99},
number = {PP},
pages = {1-15},
keywords = {Association Rule Mining, Big Data Mining, Hadoop, Pattern Mining, Spark, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
2016
|
Padillo, F; Luna, J M; Ventura, S Subgroup discovery on Big Data: exhaustive methodologies using Map-Reduce Inproceedings Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, pp. 1684–1691, Tianjin, China, 2016. Links | BibTeX | Tags: Big Data Mining, Pattern Mining, Scalability, Spark, Subgroup Discovery @inproceedings{Padillo:BigDataSE16:16,
title = {Subgroup discovery on Big Data: exhaustive methodologies using Map-Reduce},
author = {Padillo, F. and Luna, J. M. and Ventura, S.},
url = {http://dx.doi.org/10.1109/TrustCom/BigDataSE/ISPA.2016.256},
doi = {10.1109/TrustCom/BigDataSE/ISPA.2016.256},
year = {2016},
date = {2016-08-01},
booktitle = {Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA},
pages = {1684--1691},
address = {Tianjin, China},
keywords = {Big Data Mining, Pattern Mining, Scalability, Spark, Subgroup Discovery},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Luna, J M; Padillo, F; Ventura, S Minería de reglas de asociación excepcionales extraídas con algoritmos evolutivos Inproceedings XI Congreso Espa~nol sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16), pp. 127-136, 2016, ISBN: 978-84-9012-632-5. BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @inproceedings{Luna:MAEB16:16,
title = {Miner\^{i}a de reglas de asociaci\'{o}n excepcionales extra\^{i}das con algoritmos evolutivos},
author = {Luna, J. M. and Padillo, F. and Ventura, S.},
isbn = {978-84-9012-632-5},
year = {2016},
date = {2016-01-01},
booktitle = {XI Congreso Espa~nol sobre Metaheur\^{i}sticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16)},
pages = {127-136},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Luna, J M; Cano, A; Sakalauskas, V; Ventura, S Discovering useful patterns from multiple instance data Journal Article Information Science, 357 , pp. 23–38, 2016. Links | BibTeX | Tags: Association Rule Mining, Multi-instance Learning, Pattern Mining, Unsupervised Learning @article{Luna0SV16,
title = {Discovering useful patterns from multiple instance data},
author = {Luna, J. M. and Cano, A. and Sakalauskas, V. and Ventura, S.},
url = {http://dx.doi.org/10.1016/j.ins.2016.04.007},
doi = {10.1016/j.ins.2016.04.007},
year = {2016},
date = {2016-01-01},
journal = {Information Science},
volume = {357},
pages = {23--38},
keywords = {Association Rule Mining, Multi-instance Learning, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M Pattern mining: current status and emerging topics Journal Article Progress in Artificial Intelligence, 5 (3), pp. 165–170, 2016. Links | BibTeX | Tags: Pattern Mining, Unsupervised Learning @article{LunaPRAI16,
title = {Pattern mining: current status and emerging topics},
author = {Luna, J. M.},
url = {http://dx.doi.org/10.1007/s13748-016-0090-4},
doi = {10.1007/s13748-016-0090-4},
year = {2016},
date = {2016-01-01},
journal = {Progress in Artificial Intelligence},
volume = {5},
number = {3},
pages = {165--170},
keywords = {Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Pechenizkiy, M; Ventura, S Mining exceptional relationships with grammar-guided genetic programming Journal Article Knowledge and Information Systems, 47 (3), pp. 571–594, 2016. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @article{LunaPV16,
title = {Mining exceptional relationships with grammar-guided genetic programming},
author = {Luna, J. M. and Pechenizkiy, M. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s10115-015-0859-y},
doi = {10.1007/s10115-015-0859-y},
year = {2016},
date = {2016-01-01},
journal = {Knowledge and Information Systems},
volume = {47},
number = {3},
pages = {571--594},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Cano, A; Pechenizkiy, M; Ventura, S Speeding-Up Association Rule Mining With Inverted Index Compression Journal Article IEEE Transactions on Cybernetics, 46 (12), pp. 3059-3072, 2016. Links | BibTeX | Tags: Association Rule Mining, Big Data Mining, Pattern Mining, Unsupervised Learning @article{LunaSpeedingUp,
title = {Speeding-Up Association Rule Mining With Inverted Index Compression},
author = {Luna, J. M. and Cano, A. and Pechenizkiy, M. and Ventura, S.},
url = {http://dx.doi.org/ 10.1109/TCYB.2015.2496175},
doi = {10.1109/TCYB.2015.2496175},
year = {2016},
date = {2016-01-01},
journal = {IEEE Transactions on Cybernetics},
volume = {46},
number = {12},
pages = {3059-3072},
keywords = {Association Rule Mining, Big Data Mining, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Padillo, F; Luna, J M; Ventura, S; Herrera, F Algoritmo de programación genética gramatical para la extracción de reglas de asociación en Big Data usando el paradigma MapReduce Inproceedings XI Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16), pp. 137-148, 2016, ISBN: 978-84-9012-632-5. BibTeX | Tags: Association Rule Mining, Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Scalability, Spark, Unsupervised Learning @inproceedings{Padillo:MAEB16:16,
title = {Algoritmo de programaci\'{o}n gen'{e}tica gramatical para la extracci\'{o}n de reglas de asociaci\'{o}n en Big Data usando el paradigma MapReduce},
author = {Padillo, F. and Luna, J. M. and Ventura, S. and Herrera, F.},
isbn = {978-84-9012-632-5},
year = {2016},
date = {2016-01-01},
booktitle = {XI Congreso Espa\~{n}ol sobre Metaheur\^{i}sticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16)},
pages = {137-148},
keywords = {Association Rule Mining, Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Scalability, Spark, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Padillo, F; Luna, J M; Ventura, S Búsquedas exhaustivas de subgrupos con MapReduce en Big Data Inproceedings VIII Simposio Teoría y Aplicaciones de Minería de Datos (TAMIDA'16), pp. 779-788, 2016, ISBN: 978-84-9012-632-5. BibTeX | Tags: Big Data Mining, Pattern Mining, Scalability, Spark @inproceedings{Padillo:TAMIDA16_SD:16,
title = {B\'{u}squedas exhaustivas de subgrupos con MapReduce en Big Data},
author = {Padillo, F. and Luna, J. M. and Ventura, S.},
isbn = {978-84-9012-632-5},
year = {2016},
date = {2016-01-01},
booktitle = {VIII Simposio Teor\^{i}a y Aplicaciones de Miner\^{i}a de Datos (TAMIDA'16)},
pages = {779-788},
keywords = {Big Data Mining, Pattern Mining, Scalability, Spark},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Padillo, F; Luna, J M; Ventura, S Minería de patrones en Big Data Inproceedings VIII Simposio Teoría y Aplicaciones de Minería de Datos (TAMIDA'16), pp. 769-778, 2016, ISBN: 978-84-9012-632-5. BibTeX | Tags: Association Rule Mining, Big Data Mining, Hadoop, Pattern Mining, Scalability, Unsupervised Learning @inproceedings{Padillo:TAMIDA16:16,
title = {Miner\^{i}a de patrones en Big Data},
author = {Padillo, F. and Luna, J. M. and Ventura, S.},
isbn = {978-84-9012-632-5},
year = {2016},
date = {2016-01-01},
booktitle = {VIII Simposio Teor\^{i}a y Aplicaciones de Miner\^{i}a de Datos (TAMIDA'16)},
pages = {769-778},
keywords = {Association Rule Mining, Big Data Mining, Hadoop, Pattern Mining, Scalability, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ventura, S; Luna, J M Pattern Mining with Evolutionary Algorithms Book Springer, 2016, ISBN: 978-3-319-33857-6. Links | BibTeX | Tags: Ant Programming, Association Rule Mining, Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Multi-objective Optimization, Pattern Mining, Subgroup Discovery, Unsupervised Learning @book{VenturaL16,
title = {Pattern Mining with Evolutionary Algorithms},
author = {Ventura, S. and Luna, J. M.},
url = {http://dx.doi.org/10.1007/978-3-319-33858-3},
doi = {10.1007/978-3-319-33858-3},
isbn = {978-3-319-33857-6},
year = {2016},
date = {2016-01-01},
publisher = {Springer},
keywords = {Ant Programming, Association Rule Mining, Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Multi-objective Optimization, Pattern Mining, Subgroup Discovery, Unsupervised Learning},
pubstate = {published},
tppubtype = {book}
}
|
2015
|
Luna, J M; Cano, A; Ventura, S Genetic Programming for Mining Association Rules in Relational Database Environments Incollection Handbook of Genetic Programming Applications, pp. 431-450, Springer International Publishing, 2015, ISBN: 978-3-319-20882-4. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @incollection{Gandomi:2015,
title = {Genetic Programming for Mining Association Rules in Relational Database Environments},
author = {Luna, J. M. and Cano, A. and Ventura, S.},
url = {http://link.springer.com/chapter/10.1007%2F978-3-319-20883-1_17},
isbn = {978-3-319-20882-4},
year = {2015},
date = {2015-01-01},
booktitle = {Handbook of Genetic Programming Applications},
pages = {431-450},
publisher = {Springer International Publishing},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {incollection}
}
|
Luna, J M; Romero, C; Romero, J R; Ventura, S An evolutionary algorithm for the discovery of rare class association rules in learning management systems Journal Article Applied Intelligence, 42 (3), pp. 501-513, 2015. Links | BibTeX | Tags: Association Rule Mining, Educational Data Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @article{Luna-2015-APIN,
title = {An evolutionary algorithm for the discovery of rare class association rules in learning management systems},
author = {Luna, J. M. and Romero, C. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s10489-014-0603-4},
doi = {10.1007/s10489-014-0603-4},
year = {2015},
date = {2015-01-01},
journal = {Applied Intelligence},
volume = {42},
number = {3},
pages = {501-513},
keywords = {Association Rule Mining, Educational Data Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Cano, A; Ventura, S An Evolutionary Self-Adaptive Algorithm for Mining Association Rules Incollection Data Mining: Principles, Applications and Emerging Challenges, Nova Publishers, 2015, ISBN: 978-1-63463-770-1. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @incollection{Luna-2015-Book,
title = {An Evolutionary Self-Adaptive Algorithm for Mining Association Rules},
author = {Luna, J. M. and Cano, A. and Ventura, S.},
url = {https://www.novapublishers.com/catalog/product_info.php?products_id=53111},
isbn = {978-1-63463-770-1},
year = {2015},
date = {2015-01-01},
booktitle = {Data Mining: Principles, Applications and Emerging Challenges},
publisher = {Nova Publishers},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {incollection}
}
|
Sanchez, J A; Luna, J M; Ventura, S Modelo de Reglas de Asociación para el Diagnóstico de Prestaciones en el Servicio Público de Empleo Estatal Inproceedings X Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 119-126, 2015. BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @inproceedings{Sanchez-2015-MAEB,
title = {Modelo de Reglas de Asociaci\'{o}n para el Diagn\'{o}stico de Prestaciones en el Servicio P\'{u}blico de Empleo Estatal},
author = {Sanchez, J. A. and Luna, J. M. and Ventura, S.},
year = {2015},
date = {2015-01-01},
booktitle = {X Congreso Espa\~{n}ol sobre Metaheur\^{i}sticas and Algoritmos Evolutivos y Bioinspirados},
pages = {119-126},
series = {MAEB'15},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2014
|
Luna, J M; Romero, J R; Romero, C; Ventura, S Reducing gaps in quantitative association rules: a genetic programming free-parameter algorithm Journal Article Integrated Computer Aided Engineering, 21 (4), pp. 321-337, 2014. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @article{Luna-2014-ICAE,
title = {Reducing gaps in quantitative association rules: a genetic programming free-parameter algorithm},
author = {Luna, J. M. and Romero, J. R. and Romero, C. and Ventura, S.},
url = {http://iospress.metapress.com/content/4170361m2628p781/},
doi = {10.3233/ICA-140467},
year = {2014},
date = {2014-01-01},
journal = {Integrated Computer Aided Engineering},
volume = {21},
number = {4},
pages = {321-337},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Romero, J R; Ventura, S On the adaptability of G3PARM to the extraction of rare association rules Journal Article Knowledge and Information Systems, 38 (2), pp. 391-418, 2014. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @article{Luna-2014-KAIS,
title = {On the adaptability of G3PARM to the extraction of rare association rules},
author = {Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s10115-012-0591-9},
doi = {10.1007/s10115-012-0591-9},
year = {2014},
date = {2014-01-01},
journal = {Knowledge and Information Systems},
volume = {38},
number = {2},
pages = {391-418},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Romero, J R; Romero, C; Ventura, S On the Use of Genetic Programming for Mining Comprehensible Rules in Subgroup Discovery Journal Article IEEE Transactions on Cybernetics, 44 (12), pp. 2329-2341, 2014, ISSN: 2168-2267. Links | BibTeX | Tags: Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Subgroup Discovery @article{LunaSD:2014,
title = {On the Use of Genetic Programming for Mining Comprehensible Rules in Subgroup Discovery},
author = {Luna, J. M. and Romero, J. R. and Romero, C. and Ventura, S.},
url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6756991},
doi = {10.1109/TCYB.2014.2306819},
issn = {2168-2267},
year = {2014},
date = {2014-01-01},
journal = {IEEE Transactions on Cybernetics},
volume = {44},
number = {12},
pages = {2329-2341},
keywords = {Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Subgroup Discovery},
pubstate = {published},
tppubtype = {article}
}
|
2013
|
Cano, A; Luna, J M; Ventura, S High performance evaluation of evolutionary-mined association rules on GPUs Journal Article The Journal of Supercomputing, 66 (3), pp. 1438-1461, 2013. Links | BibTeX | Tags: Association Rule Mining, GP-GPU, Pattern Mining @article{Cano:2013,
title = {High performance evaluation of evolutionary-mined association rules on GPUs},
author = {Cano, A. and Luna, J. M. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s11227-013-0937-4},
doi = {10.1007/s11227-013-0937-4},
year = {2013},
date = {2013-01-01},
journal = {The Journal of Supercomputing},
volume = {66},
number = {3},
pages = {1438-1461},
keywords = {Association Rule Mining, GP-GPU, Pattern Mining},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Romero, J R; Ventura, S Grammar-based multi-objective algorithms for mining association rules Journal Article Data and Knowledge Engineering, 86 , pp. 19-37, 2013. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Multi-objective Optimization, Pattern Mining, Unsupervised Learning @article{Luna-2013-DKE,
title = {Grammar-based multi-objective algorithms for mining association rules},
author = {Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1016/j.datak.2013.01.002},
doi = {10.1016/j.datak.2013.01.002},
year = {2013},
date = {2013-01-01},
journal = {Data and Knowledge Engineering},
volume = {86},
pages = {19-37},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Multi-objective Optimization, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Romero, J R; Romero, C; Ventura, S Discovering Subgroups by means of Genetic Programming Inproceedings Proceedings of the 16th European Conference on Genetic Programming, pp. 121-132, Vienna, Austria, 2013. Links | BibTeX | Tags: Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Subgroup Discovery @inproceedings{Luna-2013-EUROGP,
title = {Discovering Subgroups by means of Genetic Programming},
author = {Luna, J. M. and Romero, J. R. and Romero, C. and Ventura, S.},
url = {http://link.springer.com/chapter/10.1007%2F978-3-642-37207-0_11},
doi = {10.1007/978-3-642-37207-0_11},
year = {2013},
date = {2013-01-01},
booktitle = {Proceedings of the 16th European Conference on Genetic Programming},
pages = {121-132},
address = {Vienna, Austria},
series = {EuroGP'13},
keywords = {Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Subgroup Discovery},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Luna, J M; Romero, C; Romero, J R; Ventura, S Extracción de reglas de asociación frecuentes en bases de datos relacionales Inproceedings IX Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 753-762, Madrid, España, 2013. BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @inproceedings{Luna-2013-MAEB,
title = {Extracci\'{o}n de reglas de asociaci\'{o}n frecuentes en bases de datos relacionales},
author = {Luna, J. M. and Romero, C. and Romero, J. R. and Ventura, S.},
year = {2013},
date = {2013-01-01},
booktitle = {IX Congreso Espa\~{n}ol sobre Metaheur\^{i}sticas and Algoritmos Evolutivos y Bioinspirados},
pages = {753-762},
address = {Madrid, Espa\~{n}a},
series = {MAEB'13},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Olmo, J L; Luna, J M; Romero, J R; Ventura, S Mining association rules with single and multi-objective grammar guided ant programming Journal Article Integrated Computer-Aided Engineering, 20 (3), pp. 217-234, 2013. Links | BibTeX | Tags: Ant Programming, Association Rule Mining, Bioinspired algorithms, Evolutionary Algorithms, Multi-objective Optimization, Pattern Mining, Unsupervised Learning @article{Olmo-2013-ICAE,
title = {Mining association rules with single and multi-objective grammar guided ant programming},
author = {Olmo, J. L. and Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.3233/ICA-130430},
doi = {10.3233/ICA-130430},
year = {2013},
date = {2013-01-01},
journal = {Integrated Computer-Aided Engineering},
volume = {20},
number = {3},
pages = {217-234},
keywords = {Ant Programming, Association Rule Mining, Bioinspired algorithms, Evolutionary Algorithms, Multi-objective Optimization, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Romero, C; Zafra, A; Luna, J M; Ventura, S Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data Journal Article Expert Systems, 30 (2), pp. 162-172, 2013. Links | BibTeX | Tags: Educational Data Mining, Pattern Mining @article{Romero-2013-EXSY,
title = {Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data},
author = {Romero, C. and Zafra, A. and Luna, J. M. and Ventura, S.},
url = {http://dx.doi.org/10.1111/j.1468-0394.2012.00627.x},
doi = {10.1111/j.1468-0394.2012.00627.x},
year = {2013},
date = {2013-01-01},
journal = {Expert Systems},
volume = {30},
number = {2},
pages = {162-172},
keywords = {Educational Data Mining, Pattern Mining},
pubstate = {published},
tppubtype = {article}
}
|