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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

Fusing structural information with knowledge enhanced text representation for knowledge graph completion

JOURNAL ARTICLE published 19 January 2024 in Data Mining and Knowledge Discovery

Research funded by National Key Research and Development Project of China (No. 2021ZD0110700)

Authors: Kang Tang | Shasha Li | Jintao Tang | Dong Li | Pancheng Wang | Ting Wang

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

On High Dimensional Projected Clustering of Data Streams

JOURNAL ARTICLE published May 2005 in Data Mining and Knowledge Discovery

Authors: Charu C. Aggarwal | Jiawei Han | Jianyong Wang | Philip S. Yu

Analyzing concept drift and shift from sample data

JOURNAL ARTICLE published September 2018 in Data Mining and Knowledge Discovery

Research funded by Australian Research Council (DP140100087,DE170100037) | Air Force Office of Scientific Research (FA2386-17-1-4033)

Authors: Geoffrey I. Webb | Loong Kuan Lee | Bart Goethals | François Petitjean

Treant: training evasion-aware decision trees

JOURNAL ARTICLE published September 2020 in Data Mining and Knowledge Discovery

Authors: Stefano Calzavara | Claudio Lucchese | Gabriele Tolomei | Seyum Assefa Abebe | Salvatore Orlando

OEC: an online ensemble classifier for mining data streams with noisy labels

JOURNAL ARTICLE published 12 December 2023 in Data Mining and Knowledge Discovery

Research funded by National key R &D Program of China (2021YFA1000100, 2021YFA1000102) | Natural Science Foundation of China (61873279)

Authors: Ling Jian | Kai Shao | Ying Liu | Jundong Li | Xijun Liang

Generalized Gini Correlation and its Application in Data-Mining

JOURNAL ARTICLE published November 2016 in Data Mining and Knowledge Discovery

Authors: Yi Gao | Wenxin Jiang | Martin A. Tanner

Structural Hidden Markov Models Using a Relation of Equivalence: Application to Automotive Designs

JOURNAL ARTICLE published January 2006 in Data Mining and Knowledge Discovery

Authors: D. Bouchaffra | J. Tan

Fast computation of Katz index for efficient processing of link prediction queries

JOURNAL ARTICLE published July 2021 in Data Mining and Knowledge Discovery

Authors: Mustafa Coşkun | Abdelkader Baggag | Mehmet Koyutürk

Detecting and ordering salient regions

JOURNAL ARTICLE published January 2011 in Data Mining and Knowledge Discovery

Authors: Larry Shoemaker | Robert E. Banfield | Lawrence O. Hall | Kevin W. Bowyer | W. Philip Kegelmeyer

A Mathematical Morphology Based Scale Space Method for the Mining of Linear Features in Geographic Data

JOURNAL ARTICLE published January 2006 in Data Mining and Knowledge Discovery

Authors: Min Wang | Yee Leung | Chenhu Zhou | Tao Pei | Jiancheng Luo

Residual projection for quantile regression in vertically partitioned big data

JOURNAL ARTICLE published March 2023 in Data Mining and Knowledge Discovery

Research funded by Nvidia (GPU grant) | Capital University of Economics and Business (XRZ2022062)

Authors: Ye Fan | Jr-Shin Li | Nan Lin

JOURNAL ARTICLE published 1999 in Data Mining and Knowledge Discovery

Authors: Brij Masand | Piew Datta | D.R. Mani | Bin Li

A hyperbolic approach for learning communities on graphs

JOURNAL ARTICLE published May 2023 in Data Mining and Knowledge Discovery

Authors: Thomas Gerald | Hadi Zaatiti | Hatem Hajri | Nicolas Baskiotis | Olivier Schwander

Robust regression via error tolerance

JOURNAL ARTICLE published March 2022 in Data Mining and Knowledge Discovery

Research funded by Academy of Finland (326280,326339)

Authors: Anton Björklund | Andreas Henelius | Emilia Oikarinen | Kimmo Kallonen | Kai Puolamäki

A disk-aware algorithm for time series motif discovery

JOURNAL ARTICLE published January 2011 in Data Mining and Knowledge Discovery

Authors: Abdullah Mueen | Eamonn Keogh | Qiang Zhu | Sydney S. Cash | M. Brandon Westover | Nima Bigdely-Shamlo

Differentially Private Distance Learning in Categorical Data

JOURNAL ARTICLE published September 2021 in Data Mining and Knowledge Discovery

Research funded by Fondazione CRT (2019-0450)

Authors: Elena Battaglia | Simone Celano | Ruggero G. Pensa