Publications | Data Analytics Lab

Yi “Victor” Wang, Paolo Gardoni, Colleen Murphy, Stéphane Guerrier (2020). Worldwide Predictions of Earthquake Casualty Rates with Seismic Intensity Measure and Socioeconomic Data: A Fragility-Based Formulation. Natural Hazards Review.

Project

James C Lachance, Sridhar Radhakrishnan, Gaurav Madiwale, Stéphane Guerrier, Jairam KP Vanamala (2020). Targeting hallmarks of cancer with a food-system--based approach. Nutrition.

Project

Jammalamadaka, Sreenivasa Rao, Mangalam, Vasudevan Guerrier, Stéphane (2020). Exact Distributions and Performance of some Two-sample Nonparametric Tests for Circular Data.

admin (2019). An example preprint / working paper.

PDF Code Dataset Poster Slides Video Source Document Custom Link

Stephane Guerrier, Juan Jurado, Mehran Khaghani, Gaetan Bakalli, Mucyo Karemera, Roberto Molinari, Samuel Orso, John Raquet, Christine M Schubert Kabban, Jan Skaloud, others (2019). Wavelet-Based Moment-Matching Techniques for Inertial Sensor Calibration. arXiv preprint arXiv:1911.07049.

Project

Stéphane Guerrier, Elise Dupuis-Lozeron, Yanyuan Ma, Maria-Pia Victoria-Feser (2019). Simulation-based bias correction methods for complex models. Journal of the American Statistical Association.

Project Link

Yi Wang, Paolo Gardoni, Colleen Murphy, Stéphane Guerrier (2019). Predicting fatality rates due to earthquakes accounting for community vulnerability. Earthquake spectra.

Stephane Guerrier, Mucyo Karemera, Samuel Orso, Maria-Pia Victoria-Feser (2019). Phase Transition Unbiased Estimation in High Dimensional Settings. arXiv preprint arXiv:1907.11541.

Khaghani, Mehran, Guerrier, Stéphane, Skaloud, Jan, Zhang, Yuming (2019). Optimal Stochastic Sensor Error Modeling based on Actual Impact on Quality of GNSS-INS Integrated Navigation. Proceedings of the 32nd International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2019).

Haotian Xu, Stéphane Guerrier, Roberto Carlo Molinari, Mucyo Karemera (2019). Multivariate Signal Modeling With Applications to Inertial Sensor Calibration. IEEE Transactions on Signal Processing.

PDF Link

A Contento, H Xu, Paolo Gardoni, Stephane Guerrier (2019). Modeling the climate change effects on storm surge with metamodels. 6th International Symposium on Life-Cycle Civil Engineering, IALCCE 2018.

Samuel Orso (2019). Contributions to simulation-based estimation methods.

Stephane Guerrier, Mucyo Karemera, Samuel Orso, Maria-Pia Victoria-Feser (2019). A simple recipe for making accurate parametric inference in finite sample. arXiv preprint arXiv:1901.06750.

PDF Link

Ahmed Radi, Gaetan Bakalli, Stéphane Guerrier, Naser El-Sheimy, Abu B Sesay, Roberto Molinari (2019). A Multisignal Wavelet Variance-Based Framework for Inertial Sensor Stochastic Error Modeling. IEEE Transactions on Instrumentation and Measurement.

Philipp Clausen, Jan Skaloud, Roberto Molinari, Justin Lee, Stephane Guerrier (2018). Use of a new online calibration platform with applications to inertial sensors. IEEE Aerospace and Electronic Systems Magazine.

Stephane Guerrier, Samuel Orso, Maria-Pia Victoria-Feser (2018). Parametric inference for index functionals. Econometrics.

Stephane Guerrier, Mucyo Karemera, Samuel Orso, Maria-Pia Victoria-Feser (2018). On the Properties of Simulation-based Estimators in High Dimensions. arXiv preprint arXiv:1810.04443.

PDF Link

Mattia Branca, Samuel Orso, Roberto C Molinari, Haotian Xu, Stephane Guerrier, Yuming Zhang, Nabil Mili (2018). Is nonmetastatic cutaneous melanoma predictable through genomic biomarkers?. Melanoma research.

Ahmed Radi, Sameh Nassar, Maan Khedr, Naser El-Sheimy, Roberto Molinari, Stéphane Guerrier (2018). Improved stochastic modelling of low-cost GNSS receivers positioning errors. 2018 IEEE/ION Position, Location and Navigation Symposium (PLANS).

Philipp Clausen, Jan Skaloud, Samuel Orso, Stéphane Guerrier (2018). Construction of dynamically-dependent stochastic error models. 2018 IEEE/ION Position, Location and Navigation Symposium (PLANS).

Yuming Zhang, Haotian Xu, Ahmed Radi, Roberto Molinari, Stéphane Guerrier, Mucyo Karemera, Naser El-Sheimy (2018). An optimal virtual inertial sensor framework using wavelet cross covariance. 2018 IEEE/ION Position, Location and Navigation Symposium (PLANS).

Gaetan Bakalli, Ahmed Radi, Sameh Nassar, Stephane Guerrier, Yuming Zhang, Roberto Molinari (2018). A two-step computationally efficient procedure for IMU classification and calibration. 2018 IEEE/ION Position, Location and Navigation Symposium (PLANS).

Jan Skaloud, Philipp Clausen, Samuel Orso, Stephane Guerrier (2017). Parameter Determination of Sensor Stochastic Models under Covariate Dependency.

Philipp Clausen, Jan Skaloud, Roberto Molinari, James Balamuta, Stéphane Guerrier (2017). An overview of a new sensor calibration platform. 2017 IEEE International Workshop on Metrology for AeroSpace (MetroAeroSpace).

Ahmed Radi, Gaetan Bakalli, Naser El-Sheimy, Stephane Guerrier, Roberto Molinari (2017). An automatic calibration approach for the stochastic parameters of inertial sensors. 30th International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS 2017.

Haotian Xu, Stéphane Guerrier, Roberto Molinari, Yuming Zhang (2017). A study of the Allan variance for constant-mean nonstationary processes. IEEE Signal Processing Letters.

PDF Link

James Joseph Balamuta, Roberto Molinari, Stephane Guerrier, Wenchao Yang (2017). A computationally efficient framework for automatic inertial sensor calibration. IEEE Sensors Journal.

Gaetan Bakalli, Ahmed Radi, Naser El-Sheimy, Roberto Molinari, Stéphane Guerrier (2017). A computational multivariate-based technique for inertial sensor calibration. 30th International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS 2017.

Stéphane Guerrier, Roberto Molinari, Yannick Stebler (2016). Wavelet-based improvements for inertial sensor error modeling. IEEE Transactions on Instrumentation and Measurement.