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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

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

Inhibiting diffusion of complex contagions in social networks: theoretical and experimental results

JOURNAL ARTICLE published March 2015 in Data Mining and Knowledge Discovery

Authors: Chris J. Kuhlman | V. S. Anil Kumar | Madhav V. Marathe | S. S. Ravi | Daniel J. Rosenkrantz

Explaining anomalies in groups with characterizing subspace rules

JOURNAL ARTICLE published September 2018 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (1452425)

Authors: Meghanath Macha | Leman Akoglu

Skopus: Mining top-k sequential patterns under leverage

JOURNAL ARTICLE published September 2016 in Data Mining and Knowledge Discovery

Research funded by China Meteorological Administration (GYHY201306070) | Australian Research Council (DP140100087) | Air Force Research Laboratory (FA2386-15-1-4007)

Authors: François Petitjean | Tao Li | Nikolaj Tatti | Geoffrey I. Webb

Survey on using constraints in data mining

JOURNAL ARTICLE published March 2017 in Data Mining and Knowledge Discovery

Authors: Valerio Grossi | Andrea Romei | Franco Turini

An adaptive algorithm for anomaly and novelty detection in evolving data streams

JOURNAL ARTICLE published November 2018 in Data Mining and Knowledge Discovery

Authors: Mohamed-Rafik Bouguelia | Slawomir Nowaczyk | Amir H. Payberah

The spatial leave-pair-out cross-validation method for reliable AUC estimation of spatial classifiers

JOURNAL ARTICLE published 15 May 2019 in Data Mining and Knowledge Discovery

Research funded by Academy of Finland (289903,311273)

Authors: Antti Airola | Jonne Pohjankukka | Johanna Torppa | Maarit Middleton | Vesa Nykänen | Jukka Heikkonen | Tapio Pahikkala