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Using trees to mine multirelational databases

JOURNAL ARTICLE published January 2012 in Data Mining and Knowledge Discovery

Authors: Aída Jiménez | Fernando Berzal | Juan-Carlos Cubero

Bounding the difference between RankRC and RankSVM and application to multi-level rare class kernel ranking

JOURNAL ARTICLE published March 2018 in Data Mining and Knowledge Discovery

Authors: Aditya Tayal | Thomas F. Coleman | Yuying Li

Enhancing Product Recommender Systems on Sparse Binary Data

JOURNAL ARTICLE published September 2004 in Data Mining and Knowledge Discovery

Authors: Ayhan Demiriz

An adaptive meta-heuristic for music plagiarism detection based on text similarity and clustering

JOURNAL ARTICLE published July 2022 in Data Mining and Knowledge Discovery

Authors: Delfina Malandrino | Roberto De Prisco | Mario Ianulardo | Rocco Zaccagnino

Scalable classifier-agnostic channel selection for multivariate time series classification

JOURNAL ARTICLE published March 2023 in Data Mining and Knowledge Discovery

Research funded by Science Foundation Ireland (SFI/16/RC/3835)

Authors: Bhaskar Dhariyal | Thach Le Nguyen | Georgiana Ifrim

Interpretable multiple data streams clustering with clipped streams representation for the improvement of electricity consumption forecasting

JOURNAL ARTICLE published March 2019 in Data Mining and Knowledge Discovery

Research funded by Slovak Research and Development Agency (APVV-16-0484,APVV-16-0213) | Scientific Grant Agency of The Slovak Republic (VG 1/0458/18)

Authors: Peter Laurinec | Mária Lucká

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

JOURNAL ARTICLE published 1999 in Data Mining and Knowledge Discovery

Authors: Foster Provost | Venkateswarlu Kolluri

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

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

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