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Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models

JOURNAL ARTICLE published March 2015 in Data Mining and Knowledge Discovery

Authors: Johan Pensar | Henrik Nyman | Timo Koski | Jukka Corander

An efficient and effective similarity measure to enable data mining of petroglyphs

JOURNAL ARTICLE published July 2011 in Data Mining and Knowledge Discovery

Authors: Qiang Zhu | Xiaoyue Wang | Eamonn Keogh | Sang-Hee Lee

JOURNAL ARTICLE published 1999 in Data Mining and Knowledge Discovery

Authors: R.D. Lawrence | G.S. Almasi | H.E. Rushmeier

Federated singular value decomposition for high-dimensional data

JOURNAL ARTICLE published May 2024 in Data Mining and Knowledge Discovery

Research funded by Horizon 2020 (826078) | Bundesministerium für Bildung und Forschung (031L0309A)

Authors: Anne Hartebrodt | Richard Röttger | David B. Blumenthal

Enhancing cluster analysis via topological manifold learning

JOURNAL ARTICLE published May 2024 in Data Mining and Knowledge Discovery

Research funded by Bundesministerium für Bildung, Wissenschaft, Forschung und Technologie (01IS18036A,01IS18036A)

Authors: Moritz Herrmann | Daniyal Kazempour | Fabian Scheipl | Peer Kröger

Design and evaluation of highly accurate smart contract code vulnerability detection framework

JOURNAL ARTICLE published May 2024 in Data Mining and Knowledge Discovery

Authors: Sowon Jeon | Gilhee Lee | Hyoungshick Kim | Simon S. Woo

On the use of Human-Computer Interaction for Projected Nearest Neighbor Search

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

Authors: Charu C. Aggarwal

Practical joint human-machine exploration of industrial time series using the matrix profile

JOURNAL ARTICLE published January 2023 in Data Mining and Knowledge Discovery

Authors: Felix Nilsson | Mohamed-Rafik Bouguelia | Thorsteinn Rögnvaldsson

A global optimization method for semi-supervised clustering

JOURNAL ARTICLE published April 2009 in Data Mining and Knowledge Discovery

Authors: Yu Xia

Matrix-variate and higher-order probabilistic projections

JOURNAL ARTICLE published May 2011 in Data Mining and Knowledge Discovery

Authors: Shipeng Yu | Jinbo Bi | Jieping Ye

A general framework for predictive tensor modeling with domain knowledge

JOURNAL ARTICLE published November 2015 in Data Mining and Knowledge Discovery

Authors: Yada Zhu | Jingrui He | Richard D. Lawrence

C-BiLDA extracting cross-lingual topics from non-parallel texts by distinguishing shared from unshared content

JOURNAL ARTICLE published September 2016 in Data Mining and Knowledge Discovery

Research funded by IWT (SBO-130047)

Authors: Geert Heyman | Ivan Vulić | Marie-Francine Moens

Introduction to data mining for sustainability

JOURNAL ARTICLE published March 2012 in Data Mining and Knowledge Discovery

Authors: Katharina Morik | Kanishka Bhaduri | Hillol Kargupta

Clustering Boolean tensors

JOURNAL ARTICLE published September 2015 in Data Mining and Knowledge Discovery

Authors: Saskia Metzler | Pauli Miettinen

Simultaneous classification and community detection on heterogeneous network data

JOURNAL ARTICLE published November 2012 in Data Mining and Knowledge Discovery

Authors: Prakash Mandayam Comar | Pang-Ning Tan | Anil K. Jain

JOURNAL ARTICLE published 2001 in Data Mining and Knowledge Discovery

Authors: Paolo Giudici | David Heckerman | Joe Whittaker

JOURNAL ARTICLE published 2001 in Data Mining and Knowledge Discovery

Authors: Machiel Westerdijk | David Barber | Wim Wiegerinck

Selego: robust variate selection for accurate time series forecasting

JOURNAL ARTICLE published September 2021 in Data Mining and Knowledge Discovery

Authors: Manoj Tiwaskar | Yash Garg | Xinsheng Li | K. Selçuk Candan | Maria Luisa Sapino

Weakly supervised nonnegative matrix factorization for user-driven clustering

JOURNAL ARTICLE published November 2015 in Data Mining and Knowledge Discovery

Authors: Jaegul Choo | Changhyun Lee | Chandan K. Reddy | Haesun Park

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

JOURNAL ARTICLE published September 2023 in Data Mining and Knowledge Discovery

Research funded by Ministerio de Ciencia e Innovación (PID2019-108965GB-I00) | European Social Fund (2017 call for predoctoral contracts,PID2019-108965GB-I00)

Authors: Pablo Sánchez | Alejandro Bellogín | Ludovico Boratto