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BROCCOLI: overlapping and outlier-robust biclustering through proximal stochastic gradient descent

JOURNAL ARTICLE published November 2021 in Data Mining and Knowledge Discovery

Research funded by Ministero dell’Istruzione, dell’Università e della Ricerca (1852414-1-1)

Authors: Sibylle Hess | Gianvito Pio | Michiel Hochstenbach | Michelangelo Ceci

End-to-end deep representation learning for time series clustering: a comparative study

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Research funded by Agence Nationale de la Recherche (ANR-17-CE23-0015)

Authors: Baptiste Lafabregue | Jonathan Weber | Pierre Gançarski | Germain Forestier

A distributed approach for graph mining in massive networks

JOURNAL ARTICLE published September 2016 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (IIS-1302231)

Authors: N. Talukder | M. J. Zaki

Scalable Clustering Algorithms with Balancing Constraints

JOURNAL ARTICLE published 25 September 2006 in Data Mining and Knowledge Discovery

Authors: Arindam Banerjee | Joydeep Ghosh

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

Locally adaptive metrics for clustering high dimensional data

JOURNAL ARTICLE published 24 February 2007 in Data Mining and Knowledge Discovery

Authors: Carlotta Domeniconi | Dimitrios Gunopulos | Sheng Ma | Bojun Yan | Muna Al-Razgan | Dimitris Papadopoulos

RTG: a recursive realistic graph generator using random typing

JOURNAL ARTICLE published October 2009 in Data Mining and Knowledge Discovery

Authors: Leman Akoglu | Christos Faloutsos

Descriptive matrix factorization for sustainability Adopting the principle of opposites

JOURNAL ARTICLE published March 2012 in Data Mining and Knowledge Discovery

Authors: Christian Thurau | Kristian Kersting | Mirwaes Wahabzada | Christian Bauckhage

Explaining clusterings of process instances

JOURNAL ARTICLE published May 2017 in Data Mining and Knowledge Discovery

Authors: Pieter De Koninck | Jochen De Weerdt | Seppe K. L. M. vanden Broucke

A time-efficient breadth-first level-wise lattice-traversal algorithm to discover rare itemsets

JOURNAL ARTICLE published May 2014 in Data Mining and Knowledge Discovery

Authors: Luigi Troiano | Giacomo Scibelli

Visualizing multi-dimensional decision boundaries in 2D

JOURNAL ARTICLE published January 2015 in Data Mining and Knowledge Discovery

Authors: M. A. Migut | M. Worring | C. J. Veenman

Dataset2Vec: learning dataset meta-features

JOURNAL ARTICLE published May 2021 in Data Mining and Knowledge Discovery

Authors: Hadi S. Jomaa | Lars Schmidt-Thieme | Josif Grabocka

Expected passes

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Authors: Gabriel Anzer | Pascal Bauer

Deep soccer analytics: learning an action-value function for evaluating soccer players

JOURNAL ARTICLE published September 2020 in Data Mining and Knowledge Discovery

Research funded by Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada (Strategy Project Grant 521357)

Authors: Guiliang Liu | Yudong Luo | Oliver Schulte | Tarak Kharrat

Exploring uplift modeling with high class imbalance

JOURNAL ARTICLE published March 2023 in Data Mining and Knowledge Discovery

Research funded by Tekes (6878)

Authors: Otto Nyberg | Arto Klami

JOURNAL ARTICLE published 2003 in Data Mining and Knowledge Discovery

Authors: Saharon Rosset

Probabilistic change detection and visualization methods for the assessment of temporal stability in biomedical data quality

JOURNAL ARTICLE published July 2015 in Data Mining and Knowledge Discovery

Authors: Carlos Sáez | Pedro Pereira Rodrigues | João Gama | Montserrat Robles | Juan M. García-Gómez

Using dynamic time warping distances as features for improved time series classification

JOURNAL ARTICLE published March 2016 in Data Mining and Knowledge Discovery

Authors: Rohit J. Kate

Classifier evaluation and attribute selection against active adversaries

JOURNAL ARTICLE published January 2011 in Data Mining and Knowledge Discovery

Authors: Murat Kantarcıoğlu | Bowei Xi | Chris Clifton

NICE: an algorithm for nearest instance counterfactual explanations

JOURNAL ARTICLE published 7 April 2023 in Data Mining and Knowledge Discovery

Authors: Dieter Brughmans | Pieter Leyman | David Martens