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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

trie-nlg: trie context augmentation to improve personalized query auto-completion for short and unseen prefixes

JOURNAL ARTICLE published November 2023 in Data Mining and Knowledge Discovery

Authors: Kaushal Kumar Maurya | Maunendra Sankar Desarkar | Manish Gupta | Puneet Agrawal

Scalable time series classification

JOURNAL ARTICLE published September 2016 in Data Mining and Knowledge Discovery

Research funded by German Federal Ministry of Education and Research (01IS14013A)

Authors: Patrick Schäfer

Using EmotiBlog to annotate and analyse subjectivity in the new textual genres

JOURNAL ARTICLE published November 2012 in Data Mining and Knowledge Discovery

Authors: Ester Boldrini | Alexandra Balahur | Patricio Martínez-Barco | Andrés Montoyo

Mining Web Log Sequential Patterns with Position Coded Pre-Order Linked WAP-Tree

JOURNAL ARTICLE published January 2005 in Data Mining and Knowledge Discovery

Authors: C.I. Ezeife | Yi Lu

Sequential recommendation with metric models based on frequent sequences

JOURNAL ARTICLE published May 2021 in Data Mining and Knowledge Discovery

Authors: Corentin Lonjarret | Roch Auburtin | Céline Robardet | Marc Plantevit

Solving non-negative matrix factorization by alternating least squares with a modified strategy

JOURNAL ARTICLE published May 2013 in Data Mining and Knowledge Discovery

Authors: Hongwei Liu | Xiangli Li | Xiuyun Zheng

Community discovery using nonnegative matrix factorization

JOURNAL ARTICLE published May 2011 in Data Mining and Knowledge Discovery

Authors: Fei Wang | Tao Li | Xin Wang | Shenghuo Zhu | Chris Ding

An adaptive algorithm for anomaly and novelty detection in evolving data streams

JOURNAL ARTICLE published November 2018 in Data Mining and Knowledge Discovery

Authors: Mohamed-Rafik Bouguelia | Slawomir Nowaczyk | Amir H. Payberah

Time series classification with ensembles of elastic distance measures

JOURNAL ARTICLE published May 2015 in Data Mining and Knowledge Discovery

Authors: Jason Lines | Anthony Bagnall

The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advances

JOURNAL ARTICLE published March 2021 in Data Mining and Knowledge Discovery

Research funded by Engineering and Physical Sciences Research Council (EP/M015807/1) | Biotechnology and Biological Sciences Research Council (BB/M011216/1)

Authors: Alejandro Pasos Ruiz | Michael Flynn | James Large | Matthew Middlehurst | Anthony Bagnall

Activity recognition in beach volleyball using a Deep Convolutional Neural Network

JOURNAL ARTICLE published November 2017 in Data Mining and Knowledge Discovery

Authors: Thomas Kautz | Benjamin H. Groh | Julius Hannink | Ulf Jensen | Holger Strubberg | Bjoern M. Eskofier

Fast and robust video-based exercise classification via body pose tracking and scalable multivariate time series classifiers

JOURNAL ARTICLE published March 2023 in Data Mining and Knowledge Discovery

Research funded by Science Foundation Ireland (12/RC/2289_P2)

Authors: Ashish Singh | Antonio Bevilacqua | Thach Le Nguyen | Feiyan Hu | Kevin McGuinness | Martin O’Reilly | Darragh Whelan | Brian Caulfield | Georgiana Ifrim

JOURNAL ARTICLE published 1997 in Data Mining and Knowledge Discovery

Authors: Jerome H. Friedman

Exploring uplift modeling with high class imbalance

JOURNAL ARTICLE published March 2023 in Data Mining and Knowledge Discovery

Research funded by Tekes (6878)

Authors: Otto Nyberg | Arto Klami

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

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

Expected passes

JOURNAL ARTICLE published January 2022 in Data Mining and Knowledge Discovery

Authors: Gabriel Anzer | Pascal Bauer