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Classification with label noise: a Markov chain sampling framework

JOURNAL ARTICLE published September 2019 in Data Mining and Knowledge Discovery

Research funded by Australian Research Council Projects (FL-170100117,DP-180103424) | Australian Research Council Projects (IH180100002)

Authors: Zijin Zhao | Lingyang Chu | Dacheng Tao | Jian Pei

JOURNAL ARTICLE published 2000 in Data Mining and Knowledge Discovery

Authors: Sunita Sarawagi | Shiby Thomas | Rakesh Agrawal

Efficient Algorithms for Mining and Incremental Update of Maximal Frequent Sequences

JOURNAL ARTICLE published March 2005 in Data Mining and Knowledge Discovery

Authors: Ben Kao | Minghua Zhang | Chi-Lap Yip | David W. Cheung | Usama Fayyad

Decomposition-by-normalization (DBN): leveraging approximate functional dependencies for efficient CP and tucker decompositions

JOURNAL ARTICLE published January 2016 in Data Mining and Knowledge Discovery

Authors: Mijung Kim | K. Selçuk Candan

Using differential evolution for an attribute-weighted inverted specific-class distance measure for nominal attributes

JOURNAL ARTICLE published January 2023 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Fund of China (61771436,KZ12W30096) | National Natural Science Fund of China (U1711267) | Fundamental Research Funds for the Central Universities (CUG2018JM18)

Authors: Fang Gong | Xingfeng Guo | Dianhong Wang

A Model-Based Frequency Constraint for Mining Associations from Transaction Data

JOURNAL ARTICLE published September 2006 in Data Mining and Knowledge Discovery

Authors: Michael Hahsler

JOURNAL ARTICLE published 2003 in Data Mining and Knowledge Discovery

Authors: David J. Hand | Daniel A. Keim | Raymond Ng

Robust classification of graph-based data

JOURNAL ARTICLE published January 2019 in Data Mining and Knowledge Discovery

Research funded by FP7 Ideas: European Research Council (ERC AdG A-DATADRIVE-B (290923)) | Onderzoeksraad, KU Leuven (GOA/10/09 MaNet, CoE PFV/10/002 (OPTEC), BIL12/11T) | Instituut voor Innovatie door Wetenschap en Technologie (SBO POM (100031)) | Fonds Wetenschappelijk Onderzoek (G.0377.12 (Structured systems), G.088114N (Tensor based data similarity)) | iMinds Medical Information Technologies (SBO 2014) | Federaal Wetenschapsbeleid (IUAP P7/19 (DYSCO, Dynamical systems, control and optimization, 2012-2017)) | Fundación BBVA (Project FACIL - Ayudas Fundación BBVA a Equipos de Investigación Científica 2016) | Concerted Research Action, Fédération Wallonie-Bruxelles (ARC 14/19-060 on Mining and Optimization of Big Data Models)

Authors: Carlos M. Alaíz | Michaël Fanuel | Johan A. K. Suykens

Approximating the crowd

JOURNAL ARTICLE published September 2014 in Data Mining and Knowledge Discovery

Authors: Şeyda Ertekin | Cynthia Rudin | Haym Hirsh

Hierarchical document clustering using local patterns

JOURNAL ARTICLE published July 2010 in Data Mining and Knowledge Discovery

Authors: Hassan H. Malik | John R. Kender | Dmitriy Fradkin | Fabian Moerchen

Tree Structures for Mining Association Rules

JOURNAL ARTICLE published January 2004 in Data Mining and Knowledge Discovery

Authors: Frans Coenen | Graham Goulbourne | Paul Leng

Concept drift over geological times: predictive modeling baselines for analyzing the mammalian fossil record

JOURNAL ARTICLE published May 2019 in Data Mining and Knowledge Discovery

Authors: Indrė Žliobaitė

Exact and efficient top-K inference for multi-target prediction by querying separable linear relational models

JOURNAL ARTICLE published September 2016 in Data Mining and Knowledge Discovery

Authors: Michiel Stock | Krzysztof Dembczyński | Bernard De Baets | Willem Waegeman

Using coarse information for real valued prediction

JOURNAL ARTICLE published September 2013 in Data Mining and Knowledge Discovery

Authors: Amit Dhurandhar

Correction to: Bias characterization, assessment, and mitigation in location-based recommender systems

JOURNAL ARTICLE published 27 February 2024 in Data Mining and Knowledge Discovery

Authors: Pablo Sánchez | Alejandro Bellogín | Ludovico Boratto

Introduction to the special issue for the ECML PKDD 2018 journal track

JOURNAL ARTICLE published September 2018 in Data Mining and Knowledge Discovery

Authors: Derek Greene | Bjørn Bringmann | Elisa Fromont | Jesse Davis

Methods for explaining Top-N recommendations through subgroup discovery

JOURNAL ARTICLE published March 2023 in Data Mining and Knowledge Discovery

Authors: Mouloud Iferroudjene | Corentin Lonjarret | Céline Robardet | Marc Plantevit | Martin Atzmueller

Can local explanation techniques explain linear additive models?

JOURNAL ARTICLE published January 2024 in Data Mining and Knowledge Discovery

Authors: Amir Hossein Akhavan Rahnama | Judith Bütepage | Pierre Geurts | Henrik Boström

Mining skypatterns in fuzzy tensors

JOURNAL ARTICLE published September 2019 in Data Mining and Knowledge Discovery

Research funded by FAPEMIG (APQ-04224-16)

Authors: Nicolas Nadisic | Aurélien Coussat | Loïc Cerf

Anomaly detection in large-scale data stream networks

JOURNAL ARTICLE published January 2014 in Data Mining and Knowledge Discovery

Authors: Duc-Son Pham | Svetha Venkatesh | Mihai Lazarescu | Saha Budhaditya