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Mining process models with non-free-choice constructs

JOURNAL ARTICLE published October 2007 in Data Mining and Knowledge Discovery

Authors: Lijie Wen | Wil M. P. van der Aalst | Jianmin Wang | Jiaguang Sun

JOURNAL ARTICLE published 2002 in Data Mining and Knowledge Discovery

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

Data mining with Temporal Abstractions: learning rules from time series

JOURNAL ARTICLE published 17 August 2007 in Data Mining and Knowledge Discovery

Authors: Lucia Sacchi | Cristiana Larizza | Carlo Combi | Riccardo Bellazzi

Hypercore decomposition for non-fragile hyperedges: concepts, algorithms, observations, and applications

JOURNAL ARTICLE published November 2023 in Data Mining and Knowledge Discovery

Research funded by National Research Foundation of Korea (2020R1C1C1008296) | Institute for Information and Communications Technology Promotion (2019-0-00075,2022-0-00871)

Authors: Fanchen Bu | Geon Lee | Kijung Shin

Session-based recommendation by exploiting substitutable and complementary relationships from multi-behavior data

JOURNAL ARTICLE published 26 December 2023 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (72192832) | Natural Science Foundation of Shanghai (21ZR1421900,72371148) | Shanghai Rising-Star Program (23QA1403100)

Authors: Huizi Wu | Cong Geng | Hui Fang

The spatial leave-pair-out cross-validation method for reliable AUC estimation of spatial classifiers

JOURNAL ARTICLE published 15 May 2019 in Data Mining and Knowledge Discovery

Research funded by Academy of Finland (289903,311273)

Authors: Antti Airola | Jonne Pohjankukka | Johanna Torppa | Maarit Middleton | Vesa Nykänen | Jukka Heikkonen | Tapio Pahikkala

JOURNAL ARTICLE published 1998 in Data Mining and Knowledge Discovery

Authors: Yukinobu Hamuro | Naoki Katoh | Yasuyuki Matsuda | Katsutoshi Yada

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

Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Authors: Tatiana Makhalova | Sergei O. Kuznetsov | Amedeo Napoli

JOURNAL ARTICLE published 2000 in Data Mining and Knowledge Discovery

Authors: Daniel B. Carr | Anthony R. Olsen | Suzanne M. Pierson | Jean-Yves P. Courbois

Feature selection for k-means clustering stability: theoretical analysis and an algorithm

JOURNAL ARTICLE published July 2014 in Data Mining and Knowledge Discovery

Authors: Dimitrios Mavroeidis | Elena Marchiori

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

Binary matrix factorization for analyzing gene expression data

JOURNAL ARTICLE published January 2010 in Data Mining and Knowledge Discovery

Authors: Zhong-Yuan Zhang | Tao Li | Chris Ding | Xian-Wen Ren | Xiang-Sun Zhang

Visualizing multi-dimensional decision boundaries in 2D

JOURNAL ARTICLE published January 2015 in Data Mining and Knowledge Discovery

Authors: M. A. Migut | M. Worring | C. J. Veenman

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

On-Line Unsupervised Outlier Detection Using Finite Mixtures with Discounting Learning Algorithms

JOURNAL ARTICLE published May 2004 in Data Mining and Knowledge Discovery

Authors: Kenji Yamanishi | Jun-ichi Takeuchi | Graham Williams | Peter Milne

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: Usama Fayyad

Structure-aware decoupled imputation network for multivariate time series

JOURNAL ARTICLE published 8 December 2023 in Data Mining and Knowledge Discovery

Authors: Nourhan Ahmed | Lars Schmidt-Thieme

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: Inderpal Bhandari | Edward Colet | Jennifer Parker | Zachary Pines | Rajiv Pratap | Krishnakumar Ramanujam

JOURNAL ARTICLE published 2000 in Data Mining and Knowledge Discovery

Authors: Márcia Macêdo | Dianne Cook | Timothy J. Brown