Should we really use post-hoc tests based on mean-ranks?

9 May 2015

Papers citing "Should we really use post-hoc tests based on mean-ranks?"

25 / 125 papers shown

Title
Methods and open-source toolkit for analyzing and visualizing challenge results Manuel Wiesenfarth Annika Reinke Bennett A. Landman M. Jorge Cardoso Lena Maier-Hein A. Kopp-Schneider 66 98 0 11 Oct 2019
Investigating the Effectiveness of Representations Based on Word-Embeddings in Active Learning for Labelling Text Datasets Jinghui Lu M. Henchion Brian Mac Namee AI4TS 39 9 0 04 Oct 2019
Weighted Sampling for Combined Model Selection and Hyperparameter Tuning Dimitrios Sarigiannis Thomas Parnell Haris Pozidis 359 3 0 16 Sep 2019
GENDIS: GENetic DIscovery of Shapelets Gilles Vandewiele F. Ongenae F. Turck AI4TS 60 12 0 13 Sep 2019
InceptionTime: Finding AlexNet for Time Series Classification Hassan Ismail Fawaz Benjamin Lucas Germain Forestier Charlotte Pelletier Daniel F. Schmidt J. Weber Geoffrey I. Webb L. Idoumghar Pierre-Alain Muller Franccois Petitjean AI4TS 196 1,134 0 11 Sep 2019
Scalable Dictionary Classifiers for Time Series Classification Matthew Middlehurst William D. Vickers A. Bagnall 65 62 0 26 Jul 2019
TS-CHIEF: A Scalable and Accurate Forest Algorithm for Time Series Classification Ahmed Shifaz Charlotte Pelletier F. Petitjean Geoffrey I. Webb AI4TS 102 186 0 25 Jun 2019
Ordinal Regression as Structured Classification Niall Twomey Rafael Poyiadzi Callum Mann Raúl Santos-Rodríguez CML 19 0 0 31 May 2019
Synthetic Oversampling of Multi-Label Data based on Local Label Distribution B. Liu Grigorios Tsoumakas 43 26 0 02 May 2019
Deep Neural Network Ensembles for Time Series Classification Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller AI4TS UQCV 63 71 0 15 Mar 2019
Deep Reinforcement Learning for Imbalanced Classification Enlu Lin Qiong Chen Xiaoming Qi OffRL 59 183 0 05 Jan 2019
Can automated smoothing significantly improve benchmark time series classification algorithms? J. Large Paul Southam A. Bagnall AI4TS 16 3 0 01 Nov 2018
The UCR Time Series Archive Hoang Anh Dau A. Bagnall Kaveh Kamgar Chin-Chia Michael Yeh Yan Zhu Shaghayegh Gharghabi C. Ratanamahatana Eamonn Keogh 70 838 0 17 Oct 2018
FIRE-DES++: Enhanced Online Pruning of Base Classifiers for Dynamic Ensemble Selection Rafael M. O. Cruz Dayvid V. R. Oliveira George D. C. Cavalcanti R. Sabourin 36 54 0 01 Oct 2018
Is rotation forest the best classifier for problems with continuous features? A. Bagnall Michael Flynn J. Large Jason Lines A. Bostrom G. Cawley 64 39 0 18 Sep 2018
Short-term Cognitive Networks, Flexible Reasoning and Nonsynaptic Learning Gonzalo Nápoles Frank Vanhoenshoven K. Vanhoof 11 19 0 16 Sep 2018
Deep learning for time series classification: a review Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller AI4TS AI4CE 376 2,727 0 12 Sep 2018
Online local pool generation for dynamic classifier selection: an extended version Mariana A. Souza George D. C. Cavalcanti Rafael M. O. Cruz R. Sabourin 44 26 0 05 Sep 2018
Making Classifier Chains Resilient to Class Imbalance Bin Liu Grigorios Tsoumakas 42 17 0 30 Jul 2018
K-Nearest Oracles Borderline Dynamic Classifier Ensemble Selection Dayvid V. R. Oliveira George D. C. Cavalcanti Thyago N. Porpino Rafael M. O. Cruz R. Sabourin 35 11 0 18 Apr 2018
QCBA: Improving Rule Classifiers Learned from Quantitative Data by Recovering Information Lost by Discretisation Tomáš Kliegr E. Izquierdo 27 5 0 28 Nov 2017
The Heterogeneous Ensembles of Standard Classification Algorithms (HESCA): the Whole is Greater than the Sum of its Parts J. Large Jason Lines A. Bagnall 53 28 0 25 Oct 2017
Simulated Data Experiments for Time Series Classification Part 1: Accuracy Comparison with Default Settings A. Bagnall A. Bostrom J. Large Jason Lines 58 14 0 28 Mar 2017
On the Use of Default Parameter Settings in the Empirical Evaluation of Classification Algorithms A. Bagnall G. Cawley 48 20 0 20 Mar 2017
Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis A. Benavoli Giorgio Corani J. Demšar Marco Zaffalon BDL 117 426 0 14 Jun 2016