# François Petitjean

**Type:** Researchers  
**Canonical URL:** https://scholariq.org/researchers/francois-petitjean/

## Facts

| Field | Value |
| --- | --- |
| Citations | 4,444 |
| Field | Time Series Analysis and Forecasting |
| h-index | 29 |
| i10-index | 56 |
| Last Known Institution | Monash University |
| OpenAlex ID | https://openalex.org/A5005781957 |
| ORCID iD | 0000-0001-5334-3574 |
| Works | 176 |

## Researcher papers

- [A global averaging method for dynamic time warping, with applications to clustering](https://scholariq.org/papers/a-global-averaging-method-for-dynamic-time-warping-with-applications-to/)
- [Characterizing concept drift](https://scholariq.org/papers/characterizing-concept-drift/)
- [Satellite Image Time Series Analysis Under Time Warping](https://scholariq.org/papers/satellite-image-time-series-analysis-under-time-warping/)
- [Dynamic Time Warping Averaging of Time Series Allows Faster and More Accurate Classification](https://scholariq.org/papers/dynamic-time-warping-averaging-of-time-series-allows-faster-and-more-accurate/)
- [Generating Synthetic Time Series to Augment Sparse Datasets](https://scholariq.org/papers/generating-synthetic-time-series-to-augment-sparse-datasets/)
- [Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm](https://scholariq.org/papers/faster-and-more-accurate-classification-of-time-series-by-exploiting-a-novel/)
- [Time series extrinsic regression: Predicting numeric values from time series data.](https://scholariq.org/papers/time-series-extrinsic-regression-predicting-numeric-values-from-time-series-data/)
- [Analyzing concept drift and shift from sample data](https://scholariq.org/papers/analyzing-concept-drift-and-shift-from-sample-data/)
- [Improved protocols for vibrational spectroscopic analysis of body fluids](https://scholariq.org/papers/improved-protocols-for-vibrational-spectroscopic-analysis-of-body-fluids/)
- [Optimizing dynamic time warping’s window width for time series data mining applications](https://scholariq.org/papers/optimizing-dynamic-time-warping-s-window-width-for-time-series-data-mining/)
- [Surgical motion analysis using discriminative interpretable patterns](https://scholariq.org/papers/surgical-motion-analysis-using-discriminative-interpretable-patterns/)

## Researcher topics

- [Time Series Analysis and Forecasting](https://scholariq.org/topics/time-series-analysis-and-forecasting/)
- [Remote-Sensing Image Classification](https://scholariq.org/topics/remote-sensing-image-classification/)
- [Remote Sensing in Agriculture](https://scholariq.org/topics/remote-sensing-in-agriculture/)
- [Bayesian Modeling and Causal Inference](https://scholariq.org/topics/bayesian-modeling-and-causal-inference/)
- [Music and Audio Processing](https://scholariq.org/topics/music-and-audio-processing/)

## Researcher university

- [Monash University](https://scholariq.org/institutions/monash-university/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.