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EmbAssi: embedding assignment costs for similarity search in large graph databases

JOURNAL ARTICLE published September 2022 in Data Mining and Knowledge Discovery

Research funded by Vienna Science and Technology Fund (VRG19-009) | Deutsche Forschungsgemeinschaft (SFB 876)

Authors: Franka Bause | Erich Schubert | Nils M. Kriege

Pseudoinverse graph convolutional networks

JOURNAL ARTICLE published July 2021 in Data Mining and Knowledge Discovery

Research funded by Sächsische Aufbaubank (100378180)

Authors: Dominik Alfke | Martin Stoll

Guest editors’ introduction: special section of selected papers from ECML-PKDD 2012

JOURNAL ARTICLE published November 2013 in Data Mining and Knowledge Discovery

Authors: Tijl De Bie | Peter A. Flach

Editor's Note: Special Section on Data Mining for Smart Cities

JOURNAL ARTICLE published May 2018 in Data Mining and Knowledge Discovery

Fast density-weighted low-rank approximation spectral clustering

JOURNAL ARTICLE published September 2011 in Data Mining and Knowledge Discovery

Authors: Fanhua Shang | L. C. Jiao | Jiarong Shi | Maoguo Gong | R. H. Shang

Evaluation of ordinal attributes at value level

JOURNAL ARTICLE published 13 March 2007 in Data Mining and Knowledge Discovery

Authors: Marko Robnik-Šikonja | Koen Vanhoof

DOMpro: Protein Domain Prediction Using Profiles, Secondary Structure, Relative Solvent Accessibility, and Recursive Neural Networks

JOURNAL ARTICLE published 12 June 2006 in Data Mining and Knowledge Discovery

Authors: Jianlin Cheng | Michael J. Sweredoski | Pierre Baldi

Interpretability, personalization and reliability of a machine learning based clinical decision support system

JOURNAL ARTICLE published May 2022 in Data Mining and Knowledge Discovery

Research funded by Fundação para a Ciência e a Tecnologia (POCI-01-0145-FEDER-030290)

Authors: F. Valente | S. Paredes | J. Henriques | T. Rocha | P. de Carvalho | J. Morais

A tutorial on statistically sound pattern discovery

JOURNAL ARTICLE published March 2019 in Data Mining and Knowledge Discovery

Research funded by Academy of Finland (307026)

Authors: Wilhelmiina Hämäläinen | Geoffrey I. Webb

BSig: evaluating the statistical significance of biclustering solutions

JOURNAL ARTICLE published January 2018 in Data Mining and Knowledge Discovery

Research funded by Fundação para a Ciência e a Tecnologia (PTDC/EEI-SII/1937/2014,UID/CEC/50021/2013) | Fundação para a Ciência e a Tecnologia (SFRH/BD/75924/2011) | Fundação para a Ciência e a Tecnologia (UID/CEC/00408/2013)

Authors: Rui Henriques | Sara C. Madeira

For real: a thorough look at numeric attributes in subgroup discovery

JOURNAL ARTICLE published January 2021 in Data Mining and Knowledge Discovery

Authors: Marvin Meeng | Arno Knobbe

Identifying consistent statements about numerical data with dispersion-corrected subgroup discovery

JOURNAL ARTICLE published September 2017 in Data Mining and Knowledge Discovery

Authors: Mario Boley | Bryan R. Goldsmith | Luca M. Ghiringhelli | Jilles Vreeken

Wrangling messy CSV files by detecting row and type patterns

JOURNAL ARTICLE published November 2019 in Data Mining and Knowledge Discovery

Authors: G. J. J. van den Burg | A. Nazábal | C. Sutton

Maximum entropy models and subjective interestingness: an application to tiles in binary databases

JOURNAL ARTICLE published November 2011 in Data Mining and Knowledge Discovery

Authors: Tijl De Bie

Dynamic inference of social roles in information cascades

JOURNAL ARTICLE published September 2015 in Data Mining and Knowledge Discovery

Authors: Sarvenaz Choobdar | Pedro Ribeiro | Srinivasan Parthasarathy | Fernando Silva

Developing Biceps to completely compute in subquadratic time a new generic type of bicluster in dense and sparse matrices

JOURNAL ARTICLE published July 2022 in Data Mining and Knowledge Discovery

Authors: Bernardo Abreu | João Paulo Ataide Martins | Loïc Cerf

Exploiting second-order dissimilarity representations for hierarchical clustering and visualization

JOURNAL ARTICLE published July 2022 in Data Mining and Knowledge Discovery

Research funded by Fundação para a Ciência e a Tecnologia (UIDB/00408/2020) | Fundação para a Ciência e a Tecnologia (UIDP/00408/2020,PTDC/CCI-CIF/4613/2020)

Authors: Helena Aidos

TSK-Streams: learning TSK fuzzy systems for regression on data streams

JOURNAL ARTICLE published September 2021 in Data Mining and Knowledge Discovery

Authors: Ammar Shaker | Eyke Hüllermeier

A methodology for refined evaluation of neural code completion approaches

JOURNAL ARTICLE published January 2023 in Data Mining and Knowledge Discovery

Authors: Kim Tuyen Le | Gabriel Rashidi | Artur Andrzejak

Genetic process mining: an experimental evaluation

JOURNAL ARTICLE published April 2007 in Data Mining and Knowledge Discovery

Authors: A. K. A. de Medeiros | A. J. M. M. Weijters | W. M. P. van der Aalst