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@article{DBLP:journals/ida/AbreuSPMR14,
author = {Pedro Henriques Abreu and
Daniel Castro Silva and
Jo{\~{a}}o Portela and
Jo{\~{a}}o Mendes{-}Moreira and
Lu{\'{\i}}s Paulo Reis},
title = {Using model-based collaborative filtering techniques to recommend
the expected best strategy to defeat a simulated soccer opponent},
journal = {Intell. Data Anal.},
volume = {18},
number = {5},
pages = {973--991},
year = {2014},
url = {https://doi.org/10.3233/IDA-140678},
doi = {10.3233/IDA-140678},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/AbreuSPMR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/AghabozorgiT14,
author = {Saeed Reza Aghabozorgi and
Ying Wah Teh},
title = {Clustering of large time series datasets},
journal = {Intell. Data Anal.},
volume = {18},
number = {5},
pages = {793--817},
year = {2014},
url = {https://doi.org/10.3233/IDA-140669},
doi = {10.3233/IDA-140669},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/AghabozorgiT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/AkdemirJ14,
author = {Deniz Akdemir and
Jean{-}Luc Jannink},
title = {Ensemble learning with trees and rules: Supervised, semi-supervised,
unsupervised},
journal = {Intell. Data Anal.},
volume = {18},
number = {5},
pages = {857--872},
year = {2014},
url = {https://doi.org/10.3233/IDA-140672},
doi = {10.3233/IDA-140672},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/AkdemirJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/AlizadehMP14,
author = {Hosein Alizadeh and
Behrouz Minaei{-}Bidgoli and
Hamid Parvin},
title = {Cluster ensemble selection based on a new cluster stability measure},
journal = {Intell. Data Anal.},
volume = {18},
number = {3},
pages = {389--408},
year = {2014},
url = {https://doi.org/10.3233/IDA-140647},
doi = {10.3233/IDA-140647},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/AlizadehMP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/AllahyarY14,
author = {Amin Allahyar and
Hadi Sadoghi Yazdi},
title = {Online discriminative component analysis feature extraction from stream
data with domain knowledge},
journal = {Intell. Data Anal.},
volume = {18},
number = {5},
pages = {927--951},
year = {2014},
url = {https://doi.org/10.3233/IDA-140676},
doi = {10.3233/IDA-140676},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/AllahyarY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/Balasch-MasoliverMN14,
author = {Jordi Balasch{-}Masoliver and
Victor Munt{\'{e}}s{-}Mulero and
Jordi Nin},
title = {Using genetic algorithms for attribute grouping in multivariate microaggregation},
journal = {Intell. Data Anal.},
volume = {18},
number = {5},
pages = {819--836},
year = {2014},
url = {https://doi.org/10.3233/IDA-140670},
doi = {10.3233/IDA-140670},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/Balasch-MasoliverMN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/BurtonMGWT14,
author = {Scott H. Burton and
Richard G. Morris and
Christophe G. Giraud{-}Carrier and
Joshua H. West and
Rosemary Thackeray},
title = {Mining useful association rules from questionnaire data},
journal = {Intell. Data Anal.},
volume = {18},
number = {3},
pages = {479--494},
year = {2014},
url = {https://doi.org/10.3233/IDA-140652},
doi = {10.3233/IDA-140652},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/BurtonMGWT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/CaoZZ14,
author = {Peng Cao and
Dazhe Zhao and
Osmar R. Za{\"{\i}}ane},
title = {Hybrid probabilistic sampling with random subspace for imbalanced
data learning},
journal = {Intell. Data Anal.},
volume = {18},
number = {6},
pages = {1089--1108},
year = {2014},
url = {https://doi.org/10.3233/IDA-140686},
doi = {10.3233/IDA-140686},
timestamp = {Mon, 29 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/CaoZZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/Chen14,
author = {Keke Chen},
title = {Optimizing star-coordinate visualization models for effective interactive
cluster exploration on big data},
journal = {Intell. Data Anal.},
volume = {18},
number = {2},
pages = {117--136},
year = {2014},
url = {https://doi.org/10.3233/IDA-140633},
doi = {10.3233/IDA-140633},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/Chen14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/DeyJG14,
author = {Sandipan Dey and
Vandana Pursnani Janeja and
Aryya Gangopadhyay},
title = {Discovery of temporal neighborhoods through discretization methods},
journal = {Intell. Data Anal.},
volume = {18},
number = {4},
pages = {609--636},
year = {2014},
url = {https://doi.org/10.3233/IDA-140660},
doi = {10.3233/IDA-140660},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/DeyJG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/DishabiA14,
author = {Mohammad Reza Ebrahimi Dishabi and
Mohammad Abdollahi Azgomi},
title = {Differential privacy preserving clustering based on Haar wavelet transform},
journal = {Intell. Data Anal.},
volume = {18},
number = {4},
pages = {583--608},
year = {2014},
url = {https://doi.org/10.3233/IDA-140659},
doi = {10.3233/IDA-140659},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/DishabiA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/DuSJ14,
author = {Lei Du and
Qinbao Song and
Xiaolin Jia},
title = {Detecting concept drift: An information entropy based method using
an adaptive sliding window},
journal = {Intell. Data Anal.},
volume = {18},
number = {3},
pages = {337--364},
year = {2014},
url = {https://doi.org/10.3233/IDA-140645},
doi = {10.3233/IDA-140645},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/DuSJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/DuarteFD14,
author = {Jo{\~{a}}o M. M. Duarte and
Ana L. N. Fred and
F. Jorge F. Duarte},
title = {Constraint acquisition methods for data clustering},
journal = {Intell. Data Anal.},
volume = {18},
number = {Supplement},
pages = {S47--S64},
year = {2014},
url = {https://doi.org/10.3233/IDA-140708},
doi = {10.3233/IDA-140708},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/DuarteFD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/Graovac14,
author = {Jelena Graovac},
title = {A variant of n-gram based language- independent text categorization},
journal = {Intell. Data Anal.},
volume = {18},
number = {4},
pages = {677--695},
year = {2014},
url = {https://doi.org/10.3233/IDA-140663},
doi = {10.3233/IDA-140663},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/Graovac14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/HarizE14,
author = {Sarra Ben Hariz and
Zied Elouedi},
title = {New dynamic clustering approaches within belief function framework},
journal = {Intell. Data Anal.},
volume = {18},
number = {3},
pages = {409--428},
year = {2014},
url = {https://doi.org/10.3233/IDA-140648},
doi = {10.3233/IDA-140648},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/HarizE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/Hernandez-LeonC14,
author = {Raudel Hern{\'{a}}ndez{-}Le{\'{o}}n and
Jes{\'{u}}s Ariel Carrasco{-}Ochoa and
Jos{\'{e}} Francisco Mart{\'{\i}}nez Trinidad and
Jos{\'{e}} Hern{\'{a}}ndez Palancar},
title = {Combining hybrid rule ordering strategies based on netconf and a novel
satisfaction mechanism for CAR-based classifiers},
journal = {Intell. Data Anal.},
volume = {18},
number = {Supplement},
pages = {S89--S100},
year = {2014},
url = {https://doi.org/10.3233/IDA-140711},
doi = {10.3233/IDA-140711},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/Hernandez-LeonC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/HuMB14,
author = {Yeming Hu and
Evangelos E. Milios and
James Blustein},
title = {Interactive document clustering with feature supervision through reweighting},
journal = {Intell. Data Anal.},
volume = {18},
number = {4},
pages = {561--581},
year = {2014},
url = {https://doi.org/10.3233/IDA-140658},
doi = {10.3233/IDA-140658},
timestamp = {Fri, 15 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/HuMB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/IqbalYHIY14,
author = {Khalid Iqbal and
Xu{-}Cheng Yin and
Hong{-}Wei Hao and
Qazi Mudassar Ilyas and
Xuwang Yin},
title = {A central tendency-based privacy preserving model for sensitive {XML}
association rules using Bayesian networks},
journal = {Intell. Data Anal.},
volume = {18},
number = {2},
pages = {281--303},
year = {2014},
url = {https://doi.org/10.3233/IDA-140641},
doi = {10.3233/IDA-140641},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/IqbalYHIY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/JovanovicDVSM14,
author = {Milos Jovanovic and
Boris Delibasic and
Milan Vukicevic and
Milija Suknovic and
Milan Martic},
title = {Evolutionary approach for automated component-based decision tree
algorithm design},
journal = {Intell. Data Anal.},
volume = {18},
number = {1},
pages = {63--77},
year = {2014},
url = {https://doi.org/10.3233/IDA-130628},
doi = {10.3233/IDA-130628},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/JovanovicDVSM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/KadirBH14,
author = {Anis Suhailis Abdul Kadir and
Azuraliza Abu Bakar and
Abdul Razak Hamdan},
title = {Frequent positive and negative {(FPN)} itemset approach for outlier
detection},
journal = {Intell. Data Anal.},
volume = {18},
number = {6},
pages = {1049--1065},
year = {2014},
url = {https://doi.org/10.3233/IDA-140684},
doi = {10.3233/IDA-140684},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/KadirBH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/KittiphattanabawonTN14,
author = {Nichnan Kittiphattanabawon and
Thanaruk Theeramunkong and
Ekawit Nantajeewarawat},
title = {Region-based association measures for ranking mined news relations},
journal = {Intell. Data Anal.},
volume = {18},
number = {2},
pages = {217--241},
year = {2014},
url = {https://doi.org/10.3233/IDA-140638},
doi = {10.3233/IDA-140638},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/KittiphattanabawonTN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/KohP14,
author = {Yun Sing Koh and
Russel Pears},
title = {Efficient negative association rule mining based on chance thresholds},
journal = {Intell. Data Anal.},
volume = {18},
number = {2},
pages = {243--260},
year = {2014},
url = {https://doi.org/10.3233/IDA-140639},
doi = {10.3233/IDA-140639},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/KohP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/KutsunaY14,
author = {Takuro Kutsuna and
Akihiro Yamamoto},
title = {A parameter-free approach for one-class classification using binary
decision diagrams},
journal = {Intell. Data Anal.},
volume = {18},
number = {5},
pages = {889--910},
year = {2014},
url = {https://doi.org/10.3233/IDA-140674},
doi = {10.3233/IDA-140674},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/KutsunaY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/LiPXH14,
author = {Guopeng Li and
Zhisong Pan and
Bo Xiao and
Liwei Huang},
title = {Community discovery and importance analysis in social network},
journal = {Intell. Data Anal.},
volume = {18},
number = {3},
pages = {495--510},
year = {2014},
url = {https://doi.org/10.3233/IDA-140653},
doi = {10.3233/IDA-140653},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/LiPXH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/LinHLL14,
author = {Chun{-}Wei Lin and
Tzung{-}Pei Hong and
Wen{-}Yang Lin and
Guo{-}Cheng Lan},
title = {Efficient updating of sequential patterns with transaction insertion},
journal = {Intell. Data Anal.},
volume = {18},
number = {6},
pages = {1013--1026},
year = {2014},
url = {https://doi.org/10.3233/IDA-140682},
doi = {10.3233/IDA-140682},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/LinHLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/Liu14,
author = {Ying{-}Ho Liu},
title = {Mining maximal frequent patterns from univariate uncertain data},
journal = {Intell. Data Anal.},
volume = {18},
number = {4},
pages = {653--676},
year = {2014},
url = {https://doi.org/10.3233/IDA-140662},
doi = {10.3233/IDA-140662},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/Liu14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/Loyola-Gonzalez14,
author = {Octavio Loyola{-}Gonz{\'{a}}lez and
Milton Garc{\'{\i}}a{-}Borroto and
Jos{\'{e}} Francisco Mart{\'{\i}}nez Trinidad and
Jes{\'{u}}s Ariel Carrasco{-}Ochoa},
title = {An empirical comparison among quality measures for pattern based classifiers},
journal = {Intell. Data Anal.},
volume = {18},
number = {Supplement},
pages = {S5--S17},
year = {2014},
url = {https://doi.org/10.3233/IDA-140705},
doi = {10.3233/IDA-140705},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/Loyola-Gonzalez14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/MaldonadoM14,
author = {Sebasti{\'{a}}n Maldonado and
Claudio Montecinos},
title = {Robust classification of imbalanced data using one-class and two-class
SVM-based multiclassifiers},
journal = {Intell. Data Anal.},
volume = {18},
number = {1},
pages = {95--112},
year = {2014},
url = {https://doi.org/10.3233/IDA-130630},
doi = {10.3233/IDA-130630},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/MaldonadoM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/MartosMG14,
author = {Gabriel Martos and
Alberto Mu{\~{n}}oz and
Javier Gonz{\'{a}}lez},
title = {Generalizing the Mahalanobis distance via density kernels},
journal = {Intell. Data Anal.},
volume = {18},
number = {Supplement},
pages = {S19--S31},
year = {2014},
url = {https://doi.org/10.3233/IDA-140706},
doi = {10.3233/IDA-140706},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/MartosMG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/MishraKB14,
author = {Rajhans Mishra and
Pradeep Kumar and
Bharat Bhasker},
title = {An alternative approach for clustering web user sessions considering
sequential information},
journal = {Intell. Data Anal.},
volume = {18},
number = {2},
pages = {137--156},
year = {2014},
url = {https://doi.org/10.3233/IDA-140634},
doi = {10.3233/IDA-140634},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/MishraKB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/MoralesGGR14,
author = {Jorge Morales and
Jesus A. Gonzalez and
Carlos A. Reyes Garc{\'{\i}}a and
Leopoldo Altamirano Robles},
title = {Transition regions detection from satellite images based on evolutionary
region growing segmentation},
journal = {Intell. Data Anal.},
volume = {18},
number = {2},
pages = {305--316},
year = {2014},
url = {https://doi.org/10.3233/IDA-140642},
doi = {10.3233/IDA-140642},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/MoralesGGR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/MosabbebF14,
author = {Ehsan Adeli{-}Mosabbeb and
Mahmood Fathy},
title = {Distributed matrix completion for large-scale multi-label classification},
journal = {Intell. Data Anal.},
volume = {18},
number = {6},
pages = {1137--1151},
year = {2014},
url = {https://doi.org/10.3233/IDA-140688},
doi = {10.3233/IDA-140688},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/MosabbebF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/MovahedianK14,
author = {Hamed Movahedian and
Mohammad Reza Khayyambashi},
title = {A tag-based recommender system using rule-based collaborative profile
enrichment},
journal = {Intell. Data Anal.},
volume = {18},
number = {5},
pages = {953--972},
year = {2014},
url = {https://doi.org/10.3233/IDA-140677},
doi = {10.3233/IDA-140677},
timestamp = {Thu, 24 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/MovahedianK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/NapolesBV14,
author = {Gonzalo N{\'{a}}poles and
Rafael Bello and
Koen Vanhoof},
title = {How to improve the convergence on sigmoid Fuzzy Cognitive Maps?},
journal = {Intell. Data Anal.},
volume = {18},
number = {Supplement},
pages = {S77--S88},
year = {2014},
url = {https://doi.org/10.3233/IDA-140710},
doi = {10.3233/IDA-140710},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/NapolesBV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/NickaeinRH14,
author = {Isaac Nickaein and
Mohammad Rahmati and
Nazanin Hamzei},
title = {Support vector regression for rate prediction in distributed video
coding},
journal = {Intell. Data Anal.},
volume = {18},
number = {3},
pages = {465--477},
year = {2014},
url = {https://doi.org/10.3233/IDA-140651},
doi = {10.3233/IDA-140651},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/NickaeinRH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/Novoselova14,
author = {Natalia Novoselova},
title = {An algorithm to estimate the stability of the individual clusters
in the hierarchical context},
journal = {Intell. Data Anal.},
volume = {18},
number = {4},
pages = {531--546},
year = {2014},
url = {https://doi.org/10.3233/IDA-140656},
doi = {10.3233/IDA-140656},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/Novoselova14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/OngMS14,
author = {Huey Fang Ong and
Norwati Mustapha and
Md Nasir Sulaiman},
title = {An integrative gene selection with association analysis for microarray
data classification},
journal = {Intell. Data Anal.},
volume = {18},
number = {4},
pages = {739--758},
year = {2014},
url = {https://doi.org/10.3233/IDA-140666},
doi = {10.3233/IDA-140666},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/OngMS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/PadrolM14,
author = {Arnau Padrol and
Victor Munt{\'{e}}s{-}Mulero},
title = {Graph anonymization via metric embed-dings: Using classical anonymization
for graphs},
journal = {Intell. Data Anal.},
volume = {18},
number = {3},
pages = {365--388},
year = {2014},
url = {https://doi.org/10.3233/IDA-140646},
doi = {10.3233/IDA-140646},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/PadrolM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/PevecK14,
author = {Darko Pevec and
Igor Kononenko},
title = {Input dependent prediction intervals for supervised regression},
journal = {Intell. Data Anal.},
volume = {18},
number = {5},
pages = {873--887},
year = {2014},
url = {https://doi.org/10.3233/IDA-140673},
doi = {10.3233/IDA-140673},
timestamp = {Fri, 06 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/PevecK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/Picado-MuinoB14,
author = {David Picado{-}Mui{\~{n}}o and
Christian Borgelt},
title = {Frequent item set mining for sequential data: Synchrony in neuronal
spike trains},
journal = {Intell. Data Anal.},
volume = {18},
number = {6},
pages = {997--1012},
year = {2014},
url = {https://doi.org/10.3233/IDA-140681},
doi = {10.3233/IDA-140681},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/Picado-MuinoB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/PicharaS14,
author = {Karim Pichara and
Alvaro Soto},
title = {Local feature selection using Gaussian process regression},
journal = {Intell. Data Anal.},
volume = {18},
number = {3},
pages = {319--336},
year = {2014},
url = {https://doi.org/10.3233/IDA-140644},
doi = {10.3233/IDA-140644},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/PicharaS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/PrachuabsupakijS14,
author = {Wanthanee Prachuabsupakij and
Nuanwan Soonthornphisaj},
title = {Cluster-based sampling of multiclass imbalanced data},
journal = {Intell. Data Anal.},
volume = {18},
number = {6},
pages = {1109--1135},
year = {2014},
url = {https://doi.org/10.3233/IDA-140687},
doi = {10.3233/IDA-140687},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/PrachuabsupakijS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/RahaieB14,
author = {Zahra Rahaie and
Hamid Beigy},
title = {Expertness framework in multi-agent systems and its application in
credit assignment problem},
journal = {Intell. Data Anal.},
volume = {18},
number = {3},
pages = {511--528},
year = {2014},
url = {https://doi.org/10.3233/IDA-140654},
doi = {10.3233/IDA-140654},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/RahaieB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/RomanDVL14,
author = {Pablo E. Rom{\'{a}}n and
Robert F. Dell and
Juan D. Vel{\'{a}}squez and
Pablo S. Loyola},
title = {Identifying user sessions from web server logs with integer programming},
journal = {Intell. Data Anal.},
volume = {18},
number = {1},
pages = {43--61},
year = {2014},
url = {https://doi.org/10.3233/IDA-130627},
doi = {10.3233/IDA-130627},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/RomanDVL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/RomeroC14,
author = {Alfonso E. Romero and
Luis M. de Campos},
title = {A probabilistic methodology for multilabel classification},
journal = {Intell. Data Anal.},
volume = {18},
number = {5},
pages = {911--926},
year = {2014},
url = {https://doi.org/10.3233/IDA-140675},
doi = {10.3233/IDA-140675},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/RomeroC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/Rosales-MendezR14,
author = {Henry Rosales{-}M{\'{e}}ndez and
Yunior Ram{\'{\i}}rez{-}Cruz},
title = {Addressing the validation of overlapping clustering algorithms},
journal = {Intell. Data Anal.},
volume = {18},
number = {Supplement},
pages = {S33--S45},
year = {2014},
url = {https://doi.org/10.3233/IDA-140707},
doi = {10.3233/IDA-140707},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/Rosales-MendezR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/RouiguebCB14,
author = {Abdenebi Rouigueb and
Salim Chitroub and
Ahmed Bouridane},
title = {Density estimation of high dimensional data using {ICA} and Bayesian
networks},
journal = {Intell. Data Anal.},
volume = {18},
number = {2},
pages = {157--179},
year = {2014},
url = {https://doi.org/10.3233/IDA-140635},
doi = {10.3233/IDA-140635},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/RouiguebCB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/RyangYR14,
author = {Heungmo Ryang and
Unil Yun and
Keun Ho Ryu},
title = {Discovering high utility itemsets with multiple minimum supports},
journal = {Intell. Data Anal.},
volume = {18},
number = {6},
pages = {1027--1047},
year = {2014},
url = {https://doi.org/10.3233/IDA-140683},
doi = {10.3233/IDA-140683},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/RyangYR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/ShawG14,
author = {Arthur A. Shaw and
N. P. Gopalan},
title = {Finding longest frequent trajectory of dynamic objects using association
approaches},
journal = {Intell. Data Anal.},
volume = {18},
number = {4},
pages = {637--651},
year = {2014},
url = {https://doi.org/10.3233/IDA-140661},
doi = {10.3233/IDA-140661},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/ShawG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/SilvaZ14,
author = {Luciana O. Silva and
Luis E. Z{\'{a}}rate},
title = {A brief review of the main approaches for treatment of missing data},
journal = {Intell. Data Anal.},
volume = {18},
number = {6},
pages = {1177--1198},
year = {2014},
url = {https://doi.org/10.3233/IDA-140690},
doi = {10.3233/IDA-140690},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/SilvaZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/SongHLWW14,
author = {Chunfeng Song and
Yongzhen Huang and
Feng Liu and
Zhenyu Wang and
Liang Wang},
title = {Deep auto-encoder based clustering},
journal = {Intell. Data Anal.},
volume = {18},
number = {Supplement},
pages = {S65--S76},
year = {2014},
url = {https://doi.org/10.3233/IDA-140709},
doi = {10.3233/IDA-140709},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/SongHLWW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/TaherianS14,
author = {Nahid Taherian and
Mohammad Ebrahim Shiri},
title = {Q\({}^{\mbox{*}}\)-based state abstraction and knowledge discovery
in reinforcement learning},
journal = {Intell. Data Anal.},
volume = {18},
number = {6},
pages = {1153--1175},
year = {2014},
url = {https://doi.org/10.3233/IDA-140689},
doi = {10.3233/IDA-140689},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/TaherianS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/TaylanYW14,
author = {Pakize Taylan and
Fatma Yerlikaya{-}{\"{O}}zkurt and
Gerhard{-}Wilhelm Weber},
title = {An approach to the mean shift outlier model by Tikhonov regularization
and conic programming},
journal = {Intell. Data Anal.},
volume = {18},
number = {1},
pages = {79--94},
year = {2014},
url = {https://doi.org/10.3233/IDA-130629},
doi = {10.3233/IDA-130629},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/TaylanYW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/ThanH14,
author = {Khoat Than and
Tu Bao Ho},
title = {Modeling the diversity and log-normality of data},
journal = {Intell. Data Anal.},
volume = {18},
number = {6},
pages = {1067--1088},
year = {2014},
url = {https://doi.org/10.3233/IDA-140685},
doi = {10.3233/IDA-140685},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/ThanH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/ThomaidouLV14,
author = {Stamatina Thomaidou and
Kyriakos Liakopoulos and
Michalis Vazirgiannis},
title = {Toward an integrated framework for automated development and optimization
of online advertising campaigns},
journal = {Intell. Data Anal.},
volume = {18},
number = {6},
pages = {1199--1227},
year = {2014},
url = {https://doi.org/10.3233/IDA-140691},
doi = {10.3233/IDA-140691},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/ThomaidouLV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/VahidipourMR14,
author = {Seyed Mehdi Vahidipour and
Abdolreza Mirzaei and
Mohammad Rahmati},
title = {Comparing weighted combination of hierarchical clustering based on
Cophenetic measure},
journal = {Intell. Data Anal.},
volume = {18},
number = {4},
pages = {547--559},
year = {2014},
url = {https://doi.org/10.3233/IDA-140657},
doi = {10.3233/IDA-140657},
timestamp = {Tue, 06 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/VahidipourMR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/VallimFMCG14,
author = {Rosane Maria Maffei Vallim and
Jose Augusto Andrade Filho and
Rodrigo Fernandes de Mello and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Jo{\~{a}}o Gama},
title = {Unsupervised density-based behavior change detection in data streams},
journal = {Intell. Data Anal.},
volume = {18},
number = {2},
pages = {181--201},
year = {2014},
url = {https://doi.org/10.3233/IDA-140636},
doi = {10.3233/IDA-140636},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/VallimFMCG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/VanegasG14,
author = {Jorge A. Vanegas and
Fabio A. Gonz{\'{a}}lez},
title = {Image indexing using regularized online non-negative semantic embedding},
journal = {Intell. Data Anal.},
volume = {18},
number = {Supplement},
pages = {S101--S114},
year = {2014},
url = {https://doi.org/10.3233/IDA-140712},
doi = {10.3233/IDA-140712},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/VanegasG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/VateekulKS14,
author = {Peerapon Vateekul and
Miroslav Kubat and
Kanoksri Sarinnapakorn},
title = {Hierarchical multi-label classification with SVMs: {A} case study
in gene function prediction},
journal = {Intell. Data Anal.},
volume = {18},
number = {4},
pages = {717--738},
year = {2014},
url = {https://doi.org/10.3233/IDA-140665},
doi = {10.3233/IDA-140665},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/VateekulKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/VerbrakenVB14,
author = {Thomas Verbraken and
Wouter Verbeke and
Bart Baesens},
title = {Profit optimizing customer churn prediction with Bayesian network
classifiers},
journal = {Intell. Data Anal.},
volume = {18},
number = {1},
pages = {3--24},
year = {2014},
url = {https://doi.org/10.3233/IDA-130625},
doi = {10.3233/IDA-130625},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/VerbrakenVB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/ViscontiCP14,
author = {Alessia Visconti and
Francesca Cordero and
Ruggero G. Pensa},
title = {Leveraging additional knowledge to support coherent bicluster discovery
in gene expression data},
journal = {Intell. Data Anal.},
volume = {18},
number = {5},
pages = {837--855},
year = {2014},
url = {https://doi.org/10.3233/IDA-140671},
doi = {10.3233/IDA-140671},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/ViscontiCP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/WilcoxHYJTHN14,
author = {Philip Wilcox and
Timothy M. Horton and
Eunseog Youn and
Myong K. Jeong and
Derrick Tate and
Timothy Herrman and
Christian Nansen},
title = {Evolutionary refinement approaches for band selection of hyperspectral
images with applications to automatic monitoring of animal feed quality},
journal = {Intell. Data Anal.},
volume = {18},
number = {1},
pages = {25--42},
year = {2014},
url = {https://doi.org/10.3233/IDA-130626},
doi = {10.3233/IDA-130626},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/WilcoxHYJTHN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/X14,
title = {Special Issue on Business Analytics and Intelligent Optimization},
journal = {Intell. Data Anal.},
volume = {18},
number = {1},
pages = {1--2},
year = {2014},
url = {https://doi.org/10.3233/IDA-130624},
doi = {10.3233/IDA-130624},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/X14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/X14b,
title = {Editorial},
journal = {Intell. Data Anal.},
volume = {18},
number = {2},
pages = {115--116},
year = {2014},
url = {https://doi.org/10.3233/IDA-140632},
doi = {10.3233/IDA-140632},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/X14b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/X14c,
title = {Editorial},
journal = {Intell. Data Anal.},
volume = {18},
number = {3},
pages = {317--318},
year = {2014},
url = {https://doi.org/10.3233/IDA-140643},
doi = {10.3233/IDA-140643},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/X14c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/X14d,
title = {Editorial},
journal = {Intell. Data Anal.},
volume = {18},
number = {4},
pages = {529--530},
year = {2014},
url = {https://doi.org/10.3233/IDA-140655},
doi = {10.3233/IDA-140655},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/X14d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/X14e,
title = {Editorial},
journal = {Intell. Data Anal.},
volume = {18},
number = {5},
pages = {759--760},
year = {2014},
url = {https://doi.org/10.3233/IDA-140667},
doi = {10.3233/IDA-140667},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/X14e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/X14f,
title = {Erratum},
journal = {Intell. Data Anal.},
volume = {18},
number = {5},
pages = {993},
year = {2014},
url = {https://doi.org/10.3233/IDA-140679},
doi = {10.3233/IDA-140679},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/X14f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/X14g,
title = {Editorial},
journal = {Intell. Data Anal.},
volume = {18},
number = {6},
pages = {995--996},
year = {2014},
url = {https://doi.org/10.3233/IDA-140680},
doi = {10.3233/IDA-140680},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/X14g.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/X14i,
title = {Special Issue of {IDA} devoted to {CIARP} 2013},
journal = {Intell. Data Anal.},
volume = {18},
number = {Supplement},
pages = {S1--S3},
year = {2014},
url = {https://doi.org/10.3233/IDA-140704},
doi = {10.3233/IDA-140704},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/X14i.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/YuNXQJ14,
author = {Hualong Yu and
Jun Ni and
Sen Xu and
Bin Qin and
Hengrong Jv},
title = {Estimating harmfulness of class imbalance by scatter matrix based
class separability measure},
journal = {Intell. Data Anal.},
volume = {18},
number = {2},
pages = {203--216},
year = {2014},
url = {https://doi.org/10.3233/IDA-140637},
doi = {10.3233/IDA-140637},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/YuNXQJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/ZhaiZK14,
author = {Junhai Zhai and
Meng{-}Yao Zhai and
Xiao{-}Meng Kang},
title = {Condensed fuzzy nearest neighbor methods based on fuzzy rough set
technique},
journal = {Intell. Data Anal.},
volume = {18},
number = {3},
pages = {429--447},
year = {2014},
url = {https://doi.org/10.3233/IDA-140649},
doi = {10.3233/IDA-140649},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/ZhaiZK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/ZhangS14,
author = {Xueying Zhang and
Qinbao Song},
title = {Predicting the number of nearest neighbors for the k-NN classification
algorithm},
journal = {Intell. Data Anal.},
volume = {18},
number = {3},
pages = {449--464},
year = {2014},
url = {https://doi.org/10.3233/IDA-140650},
doi = {10.3233/IDA-140650},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/ZhangS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/ZhaoMY14,
author = {Lei Zhao and
Musa A. Mammadov and
John Yearwood},
title = {A new loss function for robust classification},
journal = {Intell. Data Anal.},
volume = {18},
number = {4},
pages = {697--715},
year = {2014},
url = {https://doi.org/10.3233/IDA-140664},
doi = {10.3233/IDA-140664},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/ZhaoMY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/Zimmermann14,
author = {Albrecht Zimmermann},
title = {Understanding episode mining techniques: Benchmarking on diverse,
realistic, artificial data},
journal = {Intell. Data Anal.},
volume = {18},
number = {5},
pages = {761--791},
year = {2014},
url = {https://doi.org/10.3233/IDA-140668},
doi = {10.3233/IDA-140668},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/Zimmermann14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/andG14,
author = {Jun Won Lee and
Christophe G. Giraud{-}Carrier},
title = {On the dangers of default implementations: The case of radial basis
function networks},
journal = {Intell. Data Anal.},
volume = {18},
number = {2},
pages = {261--279},
year = {2014},
url = {https://doi.org/10.3233/IDA-140640},
doi = {10.3233/IDA-140640},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/andG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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