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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

VizRank: Data Visualization Guided by Machine Learning

JOURNAL ARTICLE published September 2006 in Data Mining and Knowledge Discovery

Authors: Gregor Leban | Blaž Zupan | Gaj Vidmar | Ivan Bratko

Learning influence from heterogeneous social networks

JOURNAL ARTICLE published November 2012 in Data Mining and Knowledge Discovery

Authors: Lu Liu | Jie Tang | Jiawei Han | Shiqiang Yang

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

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

Controlling hallucinations at word level in data-to-text generation

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Research funded by Horizon2020 AI4EU (825619) | ANR JCJC SESAMS (ANR-18-CE23-0001)

Authors: Clement Rebuffel | Marco Roberti | Laure Soulier | Geoffrey Scoutheeten | Rossella Cancelliere | Patrick Gallinari

A clustering comparison measure using density profiles and its application to the discovery of alternate clusterings

JOURNAL ARTICLE published November 2010 in Data Mining and Knowledge Discovery

Authors: Eric Bae | James Bailey | Guozhu Dong

A survey of deep network techniques all classifiers can adopt

JOURNAL ARTICLE published January 2021 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (1543656)

Authors: Alireza Ghods | Diane J. Cook

JOURNAL ARTICLE published 2000 in Data Mining and Knowledge Discovery

Authors: Roberto J. Bayardo, Jr. | Rakesh Agrawal | Dimitrios Gunopulos

COG: local decomposition for rare class analysis

JOURNAL ARTICLE published March 2010 in Data Mining and Knowledge Discovery

Authors: Junjie Wu | Hui Xiong | Jian Chen

Detecting cooperative and organized spammer groups in micro-blogging community

JOURNAL ARTICLE published May 2017 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (61572397) | National Natural Science Foundation of China (CN) (61502383,61375040) | National Natural Science Foundation of China (CN) (61571360)

Authors: Qi Dang | Yadong Zhou | Feng Gao | Qindong Sun

Topic model for analyzing purchase data with price information

JOURNAL ARTICLE published May 2013 in Data Mining and Knowledge Discovery

Authors: Tomoharu Iwata | Hiroshi Sawada

JOURNAL ARTICLE published 2002 in Data Mining and Knowledge Discovery

Authors: Joseph Ramsey | Paul Gazis | Ted Roush | Peter Spirtes | Clark Glymour

PAC-Bayesian lifelong learning for multi-armed bandits

JOURNAL ARTICLE published March 2022 in Data Mining and Knowledge Discovery

Authors: Hamish Flynn | David Reeb | Melih Kandemir | Jan Peters

Unsupervised interaction-preserving discretization of multivariate data

JOURNAL ARTICLE published September 2014 in Data Mining and Knowledge Discovery

Authors: Hoang-Vu Nguyen | Emmanuel Müller | Jilles Vreeken | Klemens Böhm

Exceptional Model Mining

JOURNAL ARTICLE published January 2016 in Data Mining and Knowledge Discovery

Authors: Wouter Duivesteijn | Ad J. Feelders | Arno Knobbe

Structural robustness and service reachability in urban settings

JOURNAL ARTICLE published May 2018 in Data Mining and Knowledge Discovery

Authors: Sofiane Abbar | Tahar Zanouda | Javier Borge-Holthoefer

A computational approach inspired by simulated annealing to study the stability of protein interaction networks in cancer and neurological disorders

JOURNAL ARTICLE published January 2016 in Data Mining and Knowledge Discovery

Authors: Kristina Ibáñez | María Guijarro | Gonzalo Pajares | Alfonso Valencia

End-to-end deep representation learning for time series clustering: a comparative study

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Research funded by Agence Nationale de la Recherche (ANR-17-CE23-0015)

Authors: Baptiste Lafabregue | Jonathan Weber | Pierre Gançarski | Germain Forestier