Error analysis for a class of numerical differentiator: application to state observation. - Dayan Liu; Olivier Gibaru; Wilfrid Perruquetti (CDC, 2009)

Convergence Rate of the Causal Jacobi Derivative Estimator. - Dayan Liu; Olivier Gibaru; Wilfrid Perruquetti (Curves and Surfaces, 2010)

Differentiation by integration with Jacobi polynomials. - Dayan Liu; Olivier Gibaru; Wilfrid Perruquetti (J. Comput. Appl. Math., 2011)

Error analysis of Jacobi derivative estimators for noisy signals. - Dayan Liu; Olivier Gibaru; Wilfrid Perruquetti (Numer. Algorithms, 2011)

Error analysis of a class of derivative estimators for noisy signals and applications. (Analyse d'Erreurs d'Estimateurs des Dérivées de Signaux Bruités et Applications). - Da-Yan Liu (2011)

Fractional order differentiation by integration with Jacobi polynomials. - Dayan Liu; Olivier Gibaru; Wilfrid Perruquetti; Taous-Meriem Laleg-Kirati (CDC, 2012)

Identification of fractional order systems using modulating functions method. - Dayan Liu; Taous-Meriem Laleg-Kirati; Olivier Gibaru; Wilfrid Perruquetti (ACC, 2013)

Joint state and parameter estimation for a class of cascade systems: Application to a hemodynamic model. - Chadia Zayane-Aissa; Dayan Liu; Taous-Meriem Laleg-Kirati (ECC, 2014)

The determination of an unknown source for a space fractional advection dispersion equation. - Abeer Aldoghaither; Taous-Meriem Laleg-Kirati; Da-Yan Liu (MESA, 2014)

Identification of robot dynamic parameters using Jacobi differentiator. - Qi Guo; Maxime Gautier; Da-Yan Liu; Wilfrid Perruquetti (AIM, 2015)

Online estimation of robot dynamic parameters using causal Jacobi differentiator. - Qi Guo; Dayan Liu; Wilfrid Perruquetti; Maxime Gautier (CDC, 2015)

A new model-based fractional order differentiator with application to fractional order PID controllers. - Xing Wei; Dayan Liu; Driss Boutat (CDC, 2015)

Finite element method for two-dimensional space-fractional advection-dispersion equations. - Yanmin Zhao; Weiping Bu; Jianfei Huang; Da-Yan Liu; Yifa Tang (Appl. Math. Comput., 2015)

Numerical solution for a class of nonlinear variable order fractional differential equations with Legendre wavelets. - Yi-Ming Chen 009; Yan-Qiao Wei; Dayan Liu; Hao Yu (Appl. Math. Lett., 2015)

Modulating Functions Based Algorithm for the Estimation of the Coefficients and Differentiation Order for a Space-Fractional Advection-Dispersion Equation. - Abeer Aldoghaither; Dayan Liu; Taous-Meriem Laleg-Kirati (SIAM J. Sci. Comput., 2015)

Robust fractional order differentiators using generalized modulating functions method. - Dayan Liu; Taous-Meriem Laleg-Kirati (Signal Process., 2015)

An algebraic fractional order differentiator for a class of signals satisfying a linear differential equation. - Dayan Liu; Yang Tian; Driss Boutat; Taous-Meriem Laleg-Kirati (Signal Process., 2015)

Fractional Order Differentiation by Integration and Error Analysis in Noisy Environment. - Dayan Liu; Olivier Gibaru; Wilfrid Perruquetti; Taous-Meriem Laleg-Kirati (IEEE Trans. Autom. Control., 2015)

Variable-order fractional numerical differentiation for noisy signals by wavelet denoising. - Yi-Ming Chen 009; Yan-Qiao Wei; Dayan Liu; Driss Boutat; Xiu-Kai Chen (J. Comput. Phys., 2016)

Backstepping observer-based output feedback control for a class of coupled parabolic PDEs with different diffusions. - Bainan Li; Driss Boutat; Da-Yan Liu (Syst. Control. Lett., 2016)

Modulating functions method for parameters estimation in the fifth order KdV equation. - Sharefa Asiri; Da-Yan Liu; Taous-Meriem Laleg-Kirati (MED, 2017)

Non-asymptotic fractional order differentiator for a class of fractional order linear systems. - Da-Yan Liu; Gang Zheng 002; Driss Boutat; Hao-Ran Liu (Autom., 2017)

Model-free fractional order differentiator based on fractional order Jacobi orthonormal functions. - Xiao-Lin Li; Yi-Ming Chen 009; Da-Yan Liu; Yan-Qiao Wei; Driss Boutat (Digit. Signal Process., 2017)

Nonasymptotic Pseudo-State Estimation for a Class of Fractional Order Linear Systems. - Xing Wei; Da-Yan Liu; Driss Boutat (IEEE Trans. Autom. Control., 2017)

Lur'e Postnikov Lyapunov functional technique to global Mittag-Leffler stability of fractional-order neural networks with piecewise constant argument. - Li-Fei Wang; Huaiqin Wu; Da-Yan Liu; Driss Boutat; Yi-Ming Chen 009 (Neurocomputing, 2018)

An improved pseudo-state estimator for a class of commensurate fractional order linear systems based on fractional order modulating functions. - Yan-Qiao Wei; Da-Yan Liu; Driss Boutat; Yi-Ming Chen 009 (Syst. Control. Lett., 2018)

A hierarchical simple particle swarm optimization with mean dimensional information. - Hao-Ran Liu; Jing-Chuang Cui; Ze-Dan Lu; Da-Yan Liu; Yu-Jing Deng (Appl. Soft Comput., 2019)

Innovative fractional derivative estimation of the pseudo-state for a class of fractional order linear systems. - Yan-Qiao Wei; Da-Yan Liu; Driss Boutat (Autom., 2019)

On the series representation of nabla discrete fractional calculus. - Yiheng Wei; Qing Gao 001; Da-Yan Liu; Yong Wang 007 (Commun. Nonlinear Sci. Numer. Simul., 2019)

Numerical algorithm to solve generalized fractional pantograph equations with variable coefficients based on shifted Chebyshev polynomials. - Li-Ping Wang; Yi-Ming Chen 009; Da-Yan Liu; Driss Boutat (Int. J. Comput. Math., 2019)

Repositioning Molecules of Chinese Medicine to Targets of SARS-Cov-2 by Deep Learning Method. - Tao Song 001; Yue Zhong; Mao Ding; Renteng Zhao; Qingyu Tian; Zhenzhen Du; Dayan Liu; Jiali Liu; Yufeng Deng (BIBM, 2020)

The binding affinity prediction of PI3K / Akt / mTOR signaling pathway proteins with drugs based on deep learning method. - Dayan Liu; Xun Wang 010; Zhenzhen Du; Jiali Liu; Yue Zhong; Qingyu Tian (BIBM, 2021)

Repositioning Traditional Chinese Medicine to PI3K Pathway Proteins Based on Deep Learning Method. - Yue Zhong; Xun Wang 010; Qingyu Tian; Dayan Liu; Ying Zhang; Huanhuan Dai; Gan Wang; Xudong Zhang (BIBM, 2021)

Model based algebraic fractional order differentiator using Laplace transform. - Jia-Chang Wang; Da-Yan Liu; Driss Boutat; Yong Wang 007; Xuefeng Zhang 001 (ICSC, 2021)

Research on Key Information Recognition System Based on Bayesian Classification. - Chenran Li; Pengju Wang; Wenjing Li; Zixuan Ma; Hanran Liu; Dayan Liu (ICSED, 2021)

Modulating functions based model-free fractional order differentiators using a sliding integration window. - Yan-Qiao Wei; Da-Yan Liu; Driss Boutat; Hao-Ran Liu; Ze-Hao Wu (Autom., 2021)

Selection of Modulating Functions' Design Parameters for Estimation Problems. - Sharefa Asiri; Da-Yan Liu; Taous-Meriem Laleg-Kirati (IEEE Control. Syst. Lett., 2021)

Some co-tame automorphisms of affine spaces. - Dayan Liu; Fumei Liu; Xiaosong Sun (Int. J. Algebra Comput., 2021)

Modulating functions based differentiator of the pseudo-state for a class of fractional order linear systems. - Yan-Qiao Wei; Da-Yan Liu; Driss Boutat; Hao-Ran Liu; Chunwan Lv (J. Comput. Appl. Math., 2021)

State Estimation for a Class of Fractional-Order Linear Systems by the Generalized Modulating Functions Method. - Chang Liu; Dayan Liu; Driss Boutat; Yong Wang 007 (ICSC, 2022)

Algebraic pseudo-state estimation for a linear fractional-order time-delay system. - Zhi-Bo Wang; Da-Yan Liu; Driss Boutat; Xing Wei (ICSC, 2022)

Output-based algebraic disturbance estimation method for a class of disturbed fractional order linear systems. - Yan-Qiao Wei; Da-Yan Liu; Changchun Hua (ICSC, 2022)

A Bayesian Network Structure Learning Algorithm Based on Probabilistic Incremental Analysis and Constraint. - Haoran Liu; Shaopeng Cui; Sheng Li; Niantai Wang; Qianrui Shi; Yanbin Cai; Liyue Zhang; Dayan Liu (IEEE Access, 2022)

Algebraic estimation for fractional integrals of noisy acceleration based on the behaviour of fractional derivatives at zero. - Zhi-Bo Wang; Da-Yan Liu; Driss Boutat (Appl. Math. Comput., 2022)

Non-asymptotic estimation for fractional integrals of noisy accelerations for fractional order vibration systems. - Yang Tian; Zhi-Bo Wang; Da-Yan Liu; Driss Boutat; Hao-Ran Liu (Autom., 2022)

Non-asymptotic and robust estimation for a class of nonlinear fractional-order systems. - Chang Liu; Da-Yan Liu; Driss Boutat; Yong Wang 007; Ze-Hao Wu (Commun. Nonlinear Sci. Numer. Simul., 2022)

Fast and Robust Differentiator for Non-Commensurate Fractional-Order Linear Systems. - Chang Liu; Da-Yan Liu; Driss Boutat; Yong Wang 007; Yan-Qiao Wei (ICSC, 2023)

Simultaneous Algebraic Estimation of Pseudo-State and Disturbance for a Class of Fractional Order Linear Systems. - Yan-Qiao Wei; Da-Yan Liu; Changchun Hua (ICSC, 2023)

Distributed State Estimation for Fractional-Order Linear Systems Based on A Network of Reduced-Order Centralized Observers. - Yu-Qing Zhang; Da-Yan Liu; Driss Boutat; Yan-Qiao Wei (ICSC, 2023)

Non-asymptotic and robust estimation for fractional order pseudo-state space model using an algebraic parametric method. - Jia-Chang Wang; Da-Yan Liu; Driss Boutat; Yong Wang 007; Ze-Hao Wu (Digit. Signal Process., 2023)

Innovative non-asymptotic and robust estimation method using auxiliary modulating dynamical systems. - Jie Liu; Da-Yan Liu; Driss Boutat; Xuefeng Zhang 001; Ze-Hao Wu (Autom., 2023)

Boundary state and output feedback stabilisation of a coupled time fractional hyperbolic equation. - Chunwan Lv; Chufen Wu; Ze-Hao Wu; Da-Yan Liu (Int. J. Syst. Sci., 2023)

No Laplacian perfect state transfer in total graphs. - Dayan Liu; Xiaogang Liu (Discret. Math., 2023)

Output-feedback consensus control for fractional nonlinear multi-agent systems via a distributed dynamic event-triggered observer strategy. - Jing Bai; Huaiqin Wu; Jinde Cao; Da-Yan Liu (Inf. Sci., 2023)

Observer normal form design for the nonlinear MIMO systems using coupled auxiliary dynamics. - Jie Liu; Lilia Ghaffour; Driss Boutat; Da-Yan Liu; Xuefeng Zhang 001 (Commun. Nonlinear Sci. Numer. Simul., 2023)

An improved iterative algorithm for solving optimal tracking control problems of stochastic systems. - Shuangyun Xing; Yifan Liu; Da-Yan Liu (Math. Comput. Simul., 2023)

Nonasymptotic Fractional Derivative Estimation of the Pseudo-State for a Class of Fractional-Order Partial Unknown Nonlinear Systems. - Zhi-Bo Wang; Da-Yan Liu; Driss Boutat; Xuefeng Zhang 001; Peng Shi 001 (IEEE Trans. Cybern., 2023)

Consensus of sliding mode observers for interval type-2 fuzzy descriptor fractional order multi-agent systems based on neural networks. - Xuefeng Zhang 001; Qing-Guo Wang; Da-Yan Liu; Driss Boutat (ASCC, 2024)

MambaDTA: a novel Drug-Target Affinities prediction method with State-Space Model. - Dayan Liu; Tao Song 001; Shudong Wang (BIBM, 2024)

Fault Detection and Estimation of Battery Strings without Voltage Measurements to Individual Battery Cells using a Fractional-Order Learning Observer. - Wen Chen; Da-Yan Liu; Driss Boutat (ICSC, 2024)

State of Charge Estimation of Lithium-Ion Batteries Based on Fractional-Order Modulating Functions. - Da-Yan Liu; Wen Chen; Driss Boutat (ICSC, 2024)

A novel modulating functions-based non-asymptotic fractional order state differentiator for DC motor systems. - Lei Wang; Da-Yan Liu; Liang Huang; Olivier Gibaru (Commun. Nonlinear Sci. Numer. Simul., 2024)

PED: a novel predictor-encoder-decoder model for Alzheimer drug molecular generation. - Dayan Liu; Tao Song 001; Kang Na; Shudong Wang (Frontiers Artif. Intell., 2024)

Cross-Convolution Approach for Delay Estimation in Fractional-Order Time-Delay Systems. - Sharefa Asiri; Da-Yan Liu (Circuits Syst. Signal Process., 2024)

Fast Shrinking parents-children learning for Markov blanket-based feature selection. - Haoran Liu; Qianrui Shi; Yanbin Cai; Niantai Wang; Liyue Zhang; Dayan Liu (Int. J. Mach. Learn. Cybern., 2024)

Online algebraic disturbance estimation method for linear systems with noisy state measurements. - Yan-Qiao Wei; Da-Yan Liu; Changchun Hua; Cong Zhang (J. Frankl. Inst., 2025)

Fixed-Time and Robust Algebraic Distributed Pseudo-State Estimation for Fractional-Order Systems With Partially Connected Topology. - Yu-Qing Zhang; Da-Yan Liu; Driss Boutat; Ze-Hao Wu (IEEE Trans. Netw. Sci. Eng., 2025)

Nonasymptotic and Robust Distributed Algebraic Estimation for Linear Time-Varying Systems. - Yu-Qing Zhang; Da-Yan Liu; Driss Boutat; Ze-Hao Wu (IEEE Trans. Autom. Control., 2025)