Discovery of extreme events-related communities in contrasting groups of physical system networks

JOURNAL ARTICLE published September 2013 in Data Mining and Knowledge Discovery

Authors: Zhengzhang Chen | William Hendrix | Hang Guan | Isaac K. Tetteh | Alok Choudhary | Fredrick Semazzi | Nagiza F. Samatova

Active hashing and its application to image and text retrieval

JOURNAL ARTICLE published March 2013 in Data Mining and Knowledge Discovery

Authors: Yi Zhen | Dit-Yan Yeung

Joint dynamic topic model for recognition of lead-lag relationship in two text corpora

JOURNAL ARTICLE published November 2022 in Data Mining and Knowledge Discovery

Research funded by Fundamental Research Funds for the Central Universities (21XNA026)

Authors: Yandi Zhu | Xiaoling Lu | Jingya Hong | Feifei Wang

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

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

Infinite ensemble clustering

JOURNAL ARTICLE published March 2018 in Data Mining and Knowledge Discovery

Research funded by Directorate for Computer and Information Science and Engineering (1314484) | Office of Naval Research Global (N00014-12-1-1028) | U.S. Naval Research Laboratory (N00014-14-1-0484) | Army Research Laboratory (W911NF-14-1-0218)

Authors: Hongfu Liu | Ming Shao | Sheng Li | Yun Fu

Fast, accurate and explainable time series classification through randomization

JOURNAL ARTICLE published March 2024 in Data Mining and Knowledge Discovery

Research funded by Australian Research Council's Discovery Projects (DP170102472)

Authors: Nestor Cabello | Elham Naghizade | Jianzhong Qi | Lars Kulik

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

JOURNAL ARTICLE published May 2024 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

Survey on using constraints in data mining

JOURNAL ARTICLE published March 2017 in Data Mining and Knowledge Discovery

Authors: Valerio Grossi | Andrea Romei | Franco Turini

Classifier evaluation and attribute selection against active adversaries

JOURNAL ARTICLE published January 2011 in Data Mining and Knowledge Discovery

Authors: Murat Kantarcıoğlu | Bowei Xi | Chris Clifton

JOURNAL ARTICLE published 2001 in Data Mining and Knowledge Discovery

Authors: R.D. Lawrence | G.S. Almasi | V. Kotlyar | M.S. Viveros | S.S. Duri

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

NICE: an algorithm for nearest instance counterfactual explanations

JOURNAL ARTICLE published 7 April 2023 in Data Mining and Knowledge Discovery

Authors: Dieter Brughmans | Pieter Leyman | David Martens

Interesting pattern mining in multi-relational data

JOURNAL ARTICLE published May 2014 in Data Mining and Knowledge Discovery

Authors: Eirini Spyropoulou | Tijl De Bie | Mario Boley

Inhibiting diffusion of complex contagions in social networks: theoretical and experimental results

JOURNAL ARTICLE published March 2015 in Data Mining and Knowledge Discovery

Authors: Chris J. Kuhlman | V. S. Anil Kumar | Madhav V. Marathe | S. S. Ravi | Daniel J. Rosenkrantz

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

Compression-based data mining of sequential data

JOURNAL ARTICLE published 24 February 2007 in Data Mining and Knowledge Discovery

Authors: Eamonn Keogh | Stefano Lonardi | Chotirat Ann Ratanamahatana | Li Wei | Sang-Hee Lee | John Handley

Summarizing transactional databases with overlapped hyperrectangles

JOURNAL ARTICLE published September 2011 in Data Mining and Knowledge Discovery

Authors: Yang Xiang | Ruoming Jin | David Fuhry | Feodor F. Dragan