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Visualizing the behavior and some symmetry properties of Bayesian confirmation measures

JOURNAL ARTICLE published May 2017 in Data Mining and Knowledge Discovery

Authors: Emilio Celotto

Learning bidirectional asymmetric similarity for collaborative filtering via matrix factorization

JOURNAL ARTICLE published May 2011 in Data Mining and Knowledge Discovery

Authors: Bin Cao | Qiang Yang | Jian-Tao Sun | Zheng Chen

FRaC: a feature-modeling approach for semi-supervised and unsupervised anomaly detection

JOURNAL ARTICLE published July 2012 in Data Mining and Knowledge Discovery

Authors: Keith Noto | Carla Brodley | Donna Slonim

JOURNAL ARTICLE published 2001 in Data Mining and Knowledge Discovery

Authors: Corinna Cortes | Daryl Pregibon

On searching and indexing sequences of temporal intervals

JOURNAL ARTICLE published May 2017 in Data Mining and Knowledge Discovery

Authors: Orestis Kostakis | Panagotis Papapetrou

Tiers for peers: a practical algorithm for discovering hierarchy in weighted networks

JOURNAL ARTICLE published May 2017 in Data Mining and Knowledge Discovery

Authors: Nikolaj Tatti

Conditional ordinal random fields for structured ordinal-valued label prediction

JOURNAL ARTICLE published March 2014 in Data Mining and Knowledge Discovery

Authors: Minyoung Kim

Online summarization of dynamic graphs using subjective interestingness for sequential data

JOURNAL ARTICLE published January 2021 in Data Mining and Knowledge Discovery

Authors: Sarang Kapoor | Dhish Kumar Saxena | Matthijs van Leeuwen

JOURNAL ARTICLE published 1999 in Data Mining and Knowledge Discovery

Authors: Xiaowei Xu | Jochen Jäger | Hans-Peter Kriegel

On classifier behavior in the presence of mislabeling noise

JOURNAL ARTICLE published May 2017 in Data Mining and Knowledge Discovery

Authors: Katsiaryna Mirylenka | George Giannakopoulos | Le Minh Do | Themis Palpanas

Fast incremental mining of web sequential patterns with PLWAP tree

JOURNAL ARTICLE published December 2009 in Data Mining and Knowledge Discovery

Authors: C. I. Ezeife | Yi Liu

Dynamics reconstruction and classification via Koopman features

JOURNAL ARTICLE published November 2019 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (ECCS-1509342) | National Institutes of Health (1R21-EY027590-01) | National Science Foundation (CMMI-1763070) | National Institutes of Health (R01GM131403)

Authors: Wei Zhang | Yao-Chi Yu | Jr-Shin Li

Explanatory artificial intelligence (YAI): human-centered explanations of explainable AI and complex data

JOURNAL ARTICLE published 10 October 2022 in Data Mining and Knowledge Discovery

Authors: Francesco Sovrano | Fabio Vitali

Discovering recurring activity in temporal networks

JOURNAL ARTICLE published November 2017 in Data Mining and Knowledge Discovery

Authors: Orestis Kostakis | Nikolaj Tatti | Aristides Gionis

Interplay between topology and edge weights in real-world graphs: concepts, patterns, and an algorithm

JOURNAL ARTICLE published November 2023 in Data Mining and Knowledge Discovery

Research funded by Ministry of Science and ICT, South Korea (2022-0-00871,2019-0-00075)

Authors: Fanchen Bu | Shinhwan Kang | Kijung Shin

On normalization and algorithm selection for unsupervised outlier detection

JOURNAL ARTICLE published March 2020 in Data Mining and Knowledge Discovery

Research funded by Australian Research Council (FL140100012,LP160101885)

Authors: Sevvandi Kandanaarachchi | Mario A. Muñoz | Rob J. Hyndman | Kate Smith-Miles

On GNN explainability with activation rules

JOURNAL ARTICLE published 2 October 2022 in Data Mining and Knowledge Discovery

Authors: Luca Veyrin-Forrer | Ataollah Kamal | Stefan Duffner | Marc Plantevit | Céline Robardet

A Framework for Evaluating Privacy Preserving Data Mining Algorithms*

JOURNAL ARTICLE published September 2005 in Data Mining and Knowledge Discovery

Authors: Elisa Bertino | Igor Nai Fovino | Loredana Parasiliti Provenza

On subgroup discovery in numerical domains

JOURNAL ARTICLE published October 2009 in Data Mining and Knowledge Discovery

Authors: Henrik Grosskreutz | Stefan Rüping

Mining spatial colocation patterns: a different framework

JOURNAL ARTICLE published January 2012 in Data Mining and Knowledge Discovery

Authors: Jin Soung Yoo | Mark Bow