- Rebecka Winqvist, Inês Lourenço, Francesco Quinzan, Cristian R. Rojas, Bo Wahlberg:
Optimal Transport for Correctional Learning. CoRR abs/2304.01701 (2023) - Rodrigo A. González, Cristian R. Rojas, Siqi Pan, James S. Welsh
:
Parsimonious Identification of Continuous-Time Systems: A Block-Coordinate Descent Approach. CoRR abs/2304.03259 (2023) - Rodrigo A. González, Angel L. Cedeño, María Coronel, Juan C. Agüero, Cristian R. Rojas:
An EM Algorithm for Lebesgue-sampled State-space Continuous-time System Identification. CoRR abs/2304.03314 (2023) - Inês Lourenço, Andreea Bobu, Cristian R. Rojas, Bo Wahlberg:
Diagnosing and Augmenting Feature Representations in Correctional Inverse Reinforcement Learning. CoRR abs/2304.05238 (2023) - Pawel Wachel, Krzysztof Kowalczyk, Cristian R. Rojas:
Decentralized diffusion-based learning under non-parametric limited prior knowledge. CoRR abs/2305.03295 (2023) - Rodrigo A. González, Cristian R. Rojas, Siqi Pan, James S. Welsh:
On the Relation between Discrete and Continuous-time Refined Instrumental Variable Methods. CoRR abs/2305.19676 (2023) - Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Cristian R. Rojas, Stefan Bauer:
DRCFS: Doubly Robust Causal Feature Selection. CoRR abs/2306.07024 (2023) - Braghadeesh Lakshminarayanan, Federico Dettù, Cristian R. Rojas, Simone Formentin:
Unraveling the Control Engineer's Craft with Neural Networks. CoRR abs/2311.11644 (2023) - 2022
- Félix Rojas, Roberto Cárdenas, Claudio Burgos-Mellado, Enrique Espina, Javier Pereda, Cristian Pineda, David Arancibia, Matias Diaz:
An Overview of Four-Leg Converters: Topologies, Modulations, Control and Applications. IEEE Access 10: 61277-61325 (2022) - Luis A. Rojas, Cristian Olivares-Rodríguez, Claudio Alvarez, Pedro G. Campos:
OurRank: A Software Requirements Prioritization Method Based on Qualitative Assessment and Cost-Benefit Prediction. IEEE Access 10: 131772-131787 (2022) - Rodrigo A. González, Cristian R. Rojas, Siqi Pan, James S. Welsh:
Theoretical and practical aspects of the convergence of the SRIVC estimator for over-parameterized models. Autom. 142: 110355 (2022) - Matias I. Müller, Cristian R. Rojas:
Risk-theoretic optimal design of output-feedback controllers via iterative convex relaxations. Autom. 136: 110042 (2022) - Siqi Pan, Rodrigo A. González, James S. Welsh, Cristian R. Rojas:
Corrigendum to "Consistency analysis of the Simplified Refined Instrumental Variable method for Continuous-time systems" [Automatica 113 (2020) 108767]. Autom. 136: 109946 (2022) - Siqi Pan, James S. Welsh, Rodrigo A. González, Cristian R. Rojas:
Consistency analysis and bias elimination of the Instrumental-Variable-based State Variable Filter method. Autom. 144: 110511 (2022) - Rami Mochaourab, Arun Venkitaraman, Isak Samsten, Panagiotis Papapetrou, Cristian R. Rojas:
Post Hoc Explainability for Time Series Classification: Toward a signal processing perspective. IEEE Signal Process. Mag. 39(4): 119-129 (2022) - Cristian R. Rojas, Pawel Wachel:
On State-Space Representations of General Discrete-Time Dynamical Systems. IEEE Trans. Autom. Control. 67(12): 6975-6979 (2022) - Braghadeesh Lakshminarayanan, Cristian R. Rojas:
A Statistical Decision-Theoretical Perspective on the Two-Stage Approach to Parameter Estimation. CDC 2022: 5369-5374 - Inês Lourenço, Rebecka Winqvist, Cristian R. Rojas, Bo Wahlberg:
A Teacher-Student Markov Decision Process-based Framework for Online Correctional Learning*. CDC 2022: 3456-3461 - Javad Parsa, Cristian R. Rojas, Håkan Hjalmarsson:
Optimal Input Design for Sparse System Identification. ECC 2022: 1999-2004 - Willy Ugarte, Manuel Alcantara-Zapata, Leibnihtz Ayamamani-Choque, Renzo Bances-Morales, Cristian Cabrera-Sanchez:
A Bayesian Network for the Analysis of Traffic Accidents in Peru. VEHITS 2022: 308-315 - Braghadeesh Lakshminarayanan, Cristian R. Rojas:
A Statistical Decision-Theoretical Perspective on the Two-Stage Approach to Parameter Estimation. CoRR abs/2204.00036 (2022) - Cristian R. Rojas, Pawel Wachel:
On state-space representations of general discrete-time dynamical systems. CoRR abs/2205.03366 (2022) - 2021
- Rodrigo A. González, Cristian R. Rojas, Siqi Pan, James S. Welsh:
Consistent identification of continuous-time systems under multisine input signal excitation. Autom. 133: 109859 (2021) - Inês Lourenço, Robert Mattila, Cristian R. Rojas, Xiaoming Hu, Bo Wahlberg:
Hidden Markov Models: Inverse Filtering, Belief Estimation and Privacy Protection. J. Syst. Sci. Complex. 34(5): 1801-1820 (2021) - Luis A. Reyes Rojas, Italo Moletto-Lobos, Fabio Corradini, Cristian Mattar, Rodrigo Fuster, Cristián Escobar-Avaria:
Determining Actual Evapotranspiration Based on Machine Learning and Sinusoidal Approaches Applied to Thermal High-Resolution Remote Sensing Imagery in a Semi-Arid Ecosystem. Remote. Sens. 13(20): 4105 (2021) - Gonzalo S. Saldías, Wilber Hernández, Carlos Lara, Richard Muñoz, Cristian Rojas, Sebastián Vásquez, Iván Pérez-Santos, Luis Soto-Mardones:
Seasonal Variability of SST Fronts in the Inner Sea of Chiloé and Its Adjacent Coastal Ocean, Northern Patagonia. Remote. Sens. 13(2): 181 (2021) - Rodrigo A. González, Cristian R. Rojas, Håkan Hjalmarsson:
Non-causal regularized least-squares for continuous-time system identification with band-limited input excitations. CDC 2021: 114-119 - Rodrigo A. González, Cristian R. Rojas, Siqi Pan, James S. Welsh:
The SRIVC algorithm for continuous-time system identification with arbitrary input excitation in open and closed loop. CDC 2021: 3004-3009 - Luis Felipe Rojas, Daniela Quiñones, Cristian Rusu:
Identifying Customer eXperience Touchpoints in Tourism on the Hotel Industry. HCI (13) 2021: 484-499 - Veronica Rojas-Mendizabal, Cristian Castillo-Olea, Jocelyn Gomez Siono, Clemente Zuniga:
Analysis of factors impacting Sarcopenia in geriatric patients through the use of data sciences: A Case Study in Tijuana, Mexico. ISEEIE 2021: 556-559
