Matthieu Herrmann

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 14

Top Topics

Dynamic Time Warping

Similarity Measure

Sequence Matching

Top Venues

Data Min. Knowl. Discov.

Pattern Recognit.

Publications

Matthieu Herrmann, Chang Wei Tan, Geoffrey I. Webb
Parameterizing the cost function of dynamic time warping with application to time series classification. Data Min. Knowl. Discov. 37 (5) (2023)
Matthieu Herrmann, Geoffrey I. Webb
Amercing: An intuitive and effective constraint for dynamic time warping. Pattern Recognit. 137 (2023)
Matthieu Herrmann, Chang Wei Tan, Geoffrey I. Webb
Parameterizing the cost function of Dynamic Time Warping with application to time series classification. CoRR (2023)
Chang Wei Tan, Matthieu Herrmann, Geoffrey I. Webb
Ultra-fast meta-parameter optimization for time series similarity measures with application to nearest neighbour classification. Knowl. Inf. Syst. 65 (5) (2023)
Ali Ismail-Fawaz, Angus Dempster, Chang Wei Tan, Matthieu Herrmann, Lynn Miller, Daniel F. Schmidt, Stefano Berretti, Jonathan Weber, Maxime Devanne, Germain Forestier, Geoffrey I. Webb
An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set. CoRR (2023)
Matthieu Herrmann, Chang Wei Tan, Mahsa Salehi, Geoffrey I. Webb
Proximity Forest 2.0: A new effective and scalable similarity-based classifier for time series. CoRR (2023)
Matthieu Herrmann, Geoffrey I. Webb
Amercing: An Intuitive, Elegant and Effective Constraint for Dynamic Time Warping. CoRR (2021)
Matthieu Herrmann, Geoffrey I. Webb
Early Abandoning and Pruning for Elastic Distances. CoRR (2021)
Matthieu Herrmann, Geoffrey I. Webb
Early abandoning and pruning for elastic distances including dynamic time warping. Data Min. Knowl. Discov. 35 (6) (2021)
Chang Wei Tan, Matthieu Herrmann, Geoffrey I. Webb
Ultra fast warping window optimization for Dynamic Time Warping. ICDM (2021)
Ann E. Nicholson, Kevin B. Korb, Erik P. Nyberg, Michael Wybrow, Ingrid Zukerman, Steven Mascaro, Shreshth Thakur, Abraham Oshni Alvandi, Jeff Riley, Ross Pearson, Shane Morris, Matthieu Herrmann, A. K. M. Azad, Fergus Bolger, Ulrike Hahn, David A. Lagnado
BARD: A structured technique for group elicitation of Bayesian networks to support analytic reasoning. CoRR (2020)
Matthieu Herrmann, Geoffrey I. Webb
Early Abandoning PrunedDTW and its application to similarity search. CoRR (2020)
Chang Wei Tan, Matthieu Herrmann, Germain Forestier, Geoffrey I. Webb, François Petitjean
Efficient search of the best warping window for Dynamic Time Warping. SDM (2018)
Matthieu Herrmann, Alain Prouté
On the dependent conjunction and implication. CoRR (2016)
Alexandra Jimborean, Matthieu Herrmann, Vincent Loechner, Philippe Clauss
VMAD: A virtual machine for advanced dynamic analysis of programs. ISPASS (2011)