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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

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

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

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 and accurate mining of correlated heavy hitters

JOURNAL ARTICLE published January 2018 in Data Mining and Knowledge Discovery

Authors: Italo Epicoco | Massimo Cafaro | Marco Pulimeno

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

Selective sampling techniques for feedback-based data retrieval

JOURNAL ARTICLE published January 2011 in Data Mining and Knowledge Discovery

Authors: Hwanjo Yu

Mining trajectories of moving dynamic spatio-temporal regions in sensor datasets

JOURNAL ARTICLE published July 2014 in Data Mining and Knowledge Discovery

Authors: M. P. McGuire | V. P. Janeja | A. Gangopadhyay

Web usage mining: extracting unexpected periods from web logs

JOURNAL ARTICLE published February 2008 in Data Mining and Knowledge Discovery

Authors: F. Masseglia | P. Poncelet | M. Teisseire | A. Marascu