Provider: Schloss Dagstuhl - Leibniz Center for Informatics
Database: dblp computer science bibliography
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TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2403-05555
AU - Luna, J. M.
AU - Fardoun, Habib M.
AU - Padillo, Francisco
AU - Romero, C.
AU - Ventura, S.
TI - Subgroup Discovery in MOOCs: A Big Data Application for Describing Different Types of Learners.
JO - CoRR
VL - abs/2403.05555
PY - 2024//
DO - 10.48550/ARXIV.2403.05555
UR - https://doi.org/10.48550/arXiv.2403.05555
ER -
TY - JOUR
ID - DBLP:journals/ile/LunaFPRV22
AU - Luna, José María
AU - Fardoun, Habib M.
AU - Padillo, Francisco
AU - Romero, Cristóbal
AU - Ventura, Sebastián
TI - Subgroup discovery in MOOCs: a big data application for describing different types of learners.
JO - Interact. Learn. Environ.
VL - 30
IS - 1
SP - 127
EP - 145
PY - 2022//
DO - 10.1080/10494820.2019.1643742
UR - https://doi.org/10.1080/10494820.2019.1643742
ER -
TY - JOUR
ID - DBLP:journals/kbs/PadilloLV20
AU - Padillo, Francisco
AU - Luna, José María
AU - Ventura, Sebastián
TI - LAC: Library for associative classification.
JO - Knowl. Based Syst.
VL - 193
SP - 105432
PY - 2020//
DO - 10.1016/J.KNOSYS.2019.105432
UR - https://doi.org/10.1016/j.knosys.2019.105432
ER -
TY - JOUR
ID - DBLP:journals/cogcom/PadilloLV19
AU - Padillo, Francisco
AU - Luna, José María
AU - Ventura, Sebastián
TI - A Grammar-Guided Genetic Programing Algorithm for Associative Classification in Big Data.
JO - Cogn. Comput.
VL - 11
IS - 3
SP - 331
EP - 346
PY - 2019//
DO - 10.1007/S12559-018-9617-2
UR - https://doi.org/10.1007/s12559-018-9617-2
ER -
TY - CPAPER
ID - DBLP:conf/iotbd/LunaPV19
AU - Luna, José María
AU - Padillo, Francisco
AU - Ventura, Sebastián
TI - Associative Classification in Big Data through a G3P Approach.
BT - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security, IoTBDS 2019, Heraklion, Crete, Greece, May 2-4, 2019.
SP - 94
EP - 102
PY - 2019//
DO - 10.5220/0007688400940102
UR - https://doi.org/10.5220/0007688400940102
ER -
TY - JOUR
ID - DBLP:journals/icae/PadilloLHV18
AU - Padillo, Francisco
AU - Luna, José María
AU - Herrera, Francisco
AU - Ventura, Sebastián
TI - Mining association rules on Big Data through MapReduce genetic programming.
JO - Integr. Comput. Aided Eng.
VL - 25
IS - 1
SP - 31
EP - 48
PY - 2018//
DO - 10.3233/ICA-170555
UR - https://doi.org/10.3233/ICA-170555
ER -
TY - JOUR
ID - DBLP:journals/tcyb/LunaPPV18
AU - Luna, José María
AU - Padillo, Francisco
AU - Pechenizkiy, Mykola
AU - Ventura, Sebastián
TI - Apriori Versions Based on MapReduce for Mining Frequent Patterns on Big Data.
JO - IEEE Trans. Cybern.
VL - 48
IS - 10
SP - 2851
EP - 2865
PY - 2018//
DO - 10.1109/TCYB.2017.2751081
UR - https://doi.org/10.1109/TCYB.2017.2751081
UR - https://www.wikidata.org/entity/Q42693989
ER -
TY - JOUR
ID - DBLP:journals/pai/PadilloLV17
AU - Padillo, Francisco
AU - Luna, José María
AU - Ventura, Sebastián
TI - Exhaustive search algorithms to mine subgroups on Big Data using Apache Spark.
JO - Prog. Artif. Intell.
VL - 6
IS - 2
SP - 145
EP - 158
PY - 2017//
DO - 10.1007/S13748-017-0112-X
UR - https://doi.org/10.1007/s13748-017-0112-x
UR - https://www.wikidata.org/entity/Q58219563
ER -
TY - CPAPER
ID - DBLP:conf/cec/PadilloLV17
AU - Padillo, Francisco
AU - Luna, José María
AU - Ventura, Sebastián
TI - An evolutionary algorithm for mining rare association rules: A Big Data approach.
BT - 2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebastián, Spain, June 5-8, 2017
SP - 2007
EP - 2014
PY - 2017//
DO - 10.1109/CEC.2017.7969547
UR - https://doi.org/10.1109/CEC.2017.7969547
ER -
TY - CPAPER
ID - DBLP:conf/bigdataconf/PadilloLV16
AU - Padillo, Francisco
AU - Luna, José María
AU - Ventura, Sebastián
TI - Subgroup discovery on big data: Pruning the search space on exhaustive search algorithms.
BT - 2016 IEEE International Conference on Big Data (IEEE BigData 2016), Washington DC, USA, December 5-8, 2016
SP - 1814
EP - 1823
PY - 2016//
DO - 10.1109/BIGDATA.2016.7840799
UR - https://doi.org/10.1109/BigData.2016.7840799
UR - https://doi.ieeecomputersociety.org/10.1109/BigData.2016.7840799
ER -
TY - CPAPER
ID - DBLP:conf/hais/PadilloL0V16
AU - Padillo, Francisco
AU - Luna, José María
AU - Cano, Alberto
AU - Ventura, Sebastián
TI - A Data Structure to Speed-Up Machine Learning Algorithms on Massive Datasets.
BT - Hybrid Artificial Intelligent Systems - 11th International Conference, HAIS 2016, Seville, Spain, April 18-20, 2016, Proceedings
SP - 365
EP - 376
PY - 2016//
DO - 10.1007/978-3-319-32034-2_31
UR - https://doi.org/10.1007/978-3-319-32034-2_31
ER -
TY - CPAPER
ID - DBLP:conf/isda/PadilloLV16
AU - Padillo, Francisco
AU - Luna, José María
AU - Ventura, Sebastián
TI - Mining Perfectly Rare Itemsets on Big Data: An Approach Based on Apriori-Inverse and MapReduce.
BT - Intelligent Systems Design and Applications - 16th International Conference on Intelligent Systems Design and Applications (ISDA 2016) held in Porto, Portugal, December 16-18, 2016
SP - 508
EP - 518
PY - 2016//
DO - 10.1007/978-3-319-53480-0_50
UR - https://doi.org/10.1007/978-3-319-53480-0_50
ER -
TY - CPAPER
ID - DBLP:conf/trustcom/PadilloLV16
AU - Padillo, Francisco
AU - Luna, José María
AU - Ventura, Sebastián
TI - Subgroup Discovery on Big Data: Exhaustive Methodologies Using Map-Reduce.
BT - 2016 IEEE Trustcom/BigDataSE/ISPA, Tianjin, China, August 23-26, 2016
SP - 1684
EP - 1691
PY - 2016//
DO - 10.1109/TRUSTCOM.2016.0258
UR - https://doi.org/10.1109/TrustCom.2016.0258
ER -
