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Using Generalized Estimating Equation to Learn Decision Tree with Multivariate Responses

JOURNAL ARTICLE published November 2005 in Data Mining and Knowledge Discovery

Authors: Seong Keon Lee | Hyun-Cheol Kang | Sang-Tae Han | Kwang-Hwan Kim

Guest editors introduction: special issue of the ECMLPKDD 2015 journal track

JOURNAL ARTICLE published September 2015 in Data Mining and Knowledge Discovery

Authors: Concha Bielza | João Gama | Alípio Jorge | Indrė Žliobaitė

Active hashing and its application to image and text retrieval

JOURNAL ARTICLE published March 2013 in Data Mining and Knowledge Discovery

Authors: Yi Zhen | Dit-Yan Yeung

Graph sampling with applications to estimating the number of pattern embeddings and the parameters of a statistical relational model

JOURNAL ARTICLE published July 2018 in Data Mining and Knowledge Discovery

Research funded by Research Fund KU Leuven (OT/11/051) | FWO (G.0356.12) | ERC-StG (240186) | Javna Agencija za Raziskovalno Dejavnost RS (P2-0103)

Authors: Irma Ravkic | Martin Žnidaršič | Jan Ramon | Jesse Davis

Guest Editors’ Introduction: special issue of selected papers from ECML PKDD 2011

JOURNAL ARTICLE published September 2012 in Data Mining and Knowledge Discovery

Authors: Dimitrios Gunopulos | Donato Malerba | Michalis Vazirgiannis

Guest editors’ introduction: special issue of selected papers from ECML PKDD 2009

JOURNAL ARTICLE published October 2009 in Data Mining and Knowledge Discovery

Authors: Aleksander Kolcz | Dunja Mladenic | Wray Buntine | Marko Grobelnik | John Shawe-Taylor

A two-step anomaly detection based method for PU classification in imbalanced data sets

JOURNAL ARTICLE published May 2023 in Data Mining and Knowledge Discovery

Authors: Carlos Ortega Vázquez | Seppe vanden Broucke | Jochen De Weerdt

Editor’s Note

JOURNAL ARTICLE published May 2019 in Data Mining and Knowledge Discovery

Multiple-input neural networks for time series forecasting incorporating historical and prospective context

JOURNAL ARTICLE published January 2024 in Data Mining and Knowledge Discovery

Research funded by Fundação para a Ciência e Tecnologia (DSAIPA/AI/0033/2019,DSAIPA/DS/0111/2018) | Fundação para a Ciência e Tecnologia (DSAIPA/DS/0044/2018,UIDB/50021/2020)

Authors: João Palet | Vasco Manquinho | Rui Henriques

Joint dynamic topic model for recognition of lead-lag relationship in two text corpora

JOURNAL ARTICLE published November 2022 in Data Mining and Knowledge Discovery

Research funded by Fundamental Research Funds for the Central Universities (21XNA026)

Authors: Yandi Zhu | Xiaoling Lu | Jingya Hong | Feifei Wang

Using trees to mine multirelational databases

JOURNAL ARTICLE published January 2012 in Data Mining and Knowledge Discovery

Authors: Aída Jiménez | Fernando Berzal | Juan-Carlos Cubero

Bounding the difference between RankRC and RankSVM and application to multi-level rare class kernel ranking

JOURNAL ARTICLE published March 2018 in Data Mining and Knowledge Discovery

Authors: Aditya Tayal | Thomas F. Coleman | Yuying Li

Enhancing Product Recommender Systems on Sparse Binary Data

JOURNAL ARTICLE published September 2004 in Data Mining and Knowledge Discovery

Authors: Ayhan Demiriz

More than modelling and hiding: towards a comprehensive view of Web mining and privacy

JOURNAL ARTICLE published May 2012 in Data Mining and Knowledge Discovery

Authors: Bettina Berendt

Making SVMs Scalable to Large Data Sets using Hierarchical Cluster Indexing

JOURNAL ARTICLE published November 2005 in Data Mining and Knowledge Discovery

Authors: Hwanjo Yu | Jiong Yang | Jiawei Han | Xiaolei Li

Computing LTS Regression for Large Data Sets

JOURNAL ARTICLE published January 2006 in Data Mining and Knowledge Discovery

Authors: PETER J. ROUSSEEUW | KATRIEN VAN DRIESSEN

COG: local decomposition for rare class analysis

JOURNAL ARTICLE published March 2010 in Data Mining and Knowledge Discovery

Authors: Junjie Wu | Hui Xiong | Jian Chen

Visualizing dimensionality reduction of systems biology data

JOURNAL ARTICLE published July 2013 in Data Mining and Knowledge Discovery

Authors: Andreas Lehrmann | Michael Huber | Aydin C. Polatkan | Albert Pritzkau | Kay Nieselt

Affinity analysis for studying physicians’ prescription behavior.

JOURNAL ARTICLE published July 2021 in Data Mining and Knowledge Discovery

Authors: Iraklis Varlamis

Discrimination of Alzheimer’s Disease using longitudinal information

JOURNAL ARTICLE published July 2017 in Data Mining and Knowledge Discovery

Research funded by Fundaçẽo para a Ci ência e a Tecnologia (SFRH/BPD/103127/2014,PTDC/EEI-SII/1937/2014) | Fundaçẽo para a Ci ência e a Tecnologia (PTDC/EEI-SII/7092/2014)

Authors: Helena Aidos | For the Alzheimer’s Disease Neuroimaging Initiative | Ana Fred