Isaac Chairez - RankMe

138 papers B 14C 16Journal 86Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Improved Trajectory Tracking for DC-Motors via Homogeneous PID Controller. IEEE Trans Autom. Sci. Eng. Luis Luna, Isaac Chairez, Andrei Polyakov
2026	J	`jnl`	Scale Invariant Neural Networks Enhanced by a Covariance-Based Dynamic Filter. IEEE Access Ivan Hernandez, Luis Ibarra, Isaac Chairez
2026	J	`jnl`	Stable On-the-Fly Learning for Dynamic Neural Networks With Delayed Inputs. IEEE Access Viktor Chertopolokhov, Arthur Mukhamedov, Grigory Bugriy, Vladislav Kibkalo, Vyacheslav Ionkin, Vera Tolchennikova, Isaac Chairez
2025	J	`jnl`	Adaptive Structure Strategy for Designing Nonparametric Models Based on Differential Neural Networks Using Functional Projection. IEEE Trans. Neural Networks Learn. Syst. Arthur Mukhamedov, Grigory Bugriy, Irina Polikanova, Isaac Chairez, Alexander S. Poznyak, Viktor Chertopolokhov
2025	J	`jnl`	Differential Neural Network Identifier for Dynamical Systems With Time-Varying State Constraints. IEEE Trans. Neural Networks Learn. Syst. Ilya Nachevsky, Olga G. Andrianova, Isaac Chairez, Alexander S. Poznyak
2025	J	`jnl`	Differential Neural Network Identifiers for Periodic Systems, a Floquet's Theory Approach. IEEE Trans. Syst. Man Cybern. Syst. Grigory Bugriy, Arthur Mukhamedov, Viktor Chertopolokhov, Stepan Lemak, Isaac Chairez
2025	J	`jnl`	Finite-Time Output Robust Control for Restricted Joint Flight Emulator Robotic Arm With Adaptive Tangent Barrier Gains. IEEE Access Isaac Chairez, Alejandra Hernandez-Sanchez, Caridad Mireles, Arthur Mukhamedov, Grigory Bugriy, Stepan Lemak, Viktor Chertopolokhov
2025	J	`jnl`	Homogeneous Proportional-Integral-Derivative Controller in Mobile Robotic Manipulators. CoRR Luis Luna, Isaac Chairez, Andrei Polyakov
2025	C	`conf`	Neuroidentifier for a class of nonlinear systems: A Sliding Modes approach. CoDIT Alejandro Guarneros-Sandoval, Mariana Ballesteros, Isaac Chairez
2025	J	`jnl`	Robust fuzzy control for collecting objects by a wheeled space rover with a multi-articulated arm. J. Syst. Control. Eng. Edison Luis Sánchez Maldonado, Dusthon Llorente-Vidrio, David S. Pacheco-Cherrez, Omar López-Botello, Isaac Chairez
2025	J	`jnl`	Sequential unsupervised-supervised learning for clustering time-dependent patterns using ellipsoidal calculus. Appl. Soft Comput. Alejandro Guarneros, Mariana Ballesteros, Iván Salgado, Isaac Chairez
2025	J	`jnl`	Upper limb musculoskeletal model as path generator for control a virtual orthosis: A dynamic neural network approach. Eng. Appl. Artif. Intell. Alejandro Lozano, David Cruz-Ortiz, Mariana Ballesteros, Isaac Chairez
2025	J	`jnl`	ε-Nash Equilibrium of Pursuer-Evader-Defender Missile Navigation Dynamic Games. Unmanned Syst. Sebastian Noriega-Marquez, Alejandra Hernandez-Sanchez, Isaac Chairez, Alexander S. Poznyak
2024	J	`jnl`	Adaptive modeling of systems with uncertain dynamics via continuous long-short term memories. Neurocomputing Alejandro Macias-Hernandez, Daniela F. Orozco-Granados, Isaac Chairez
2024	J	`jnl`	Assessment of machine learning strategies for simplified detection of autism spectrum disorder based on the gut microbiome composition. Neural Comput. Appl. Juan M. Olaguez-Gonzalez, Satu Elisa Schaeffer, Luz Breton-Deval, Mariel Alfaro-Ponce, Isaac Chairez
2024	—	`conf`	Continuous Recurrent Neural Network Identifier Based On Exponential Barrier Lyapunov Functions. ICCMA Manuela Gomez-Correa, Mariana Ballesteros, Rita Quetziquel Fuentes-Aguilar, Isaac Chairez, David Cruz-Ortiz
2024	J	`jnl`	Convolutional neural networks for pattern classifying based on parameterized predefined sequence of image filters. Neural Comput. Appl. Dusthon Llorente-Vidrio, Rita Quetziquel Fuentes-Aguilar, Isaac Chairez
2024	J	`jnl`	Differential neural network robust constrained controller using approximate dynamic programming. Eur. J. Control Sebastian Noriega-Marquez, Alexander S. Poznyak, Alejandra Hernandez-Sanchez, Isaac Chairez
2024	J	`jnl`	Emulator of electrocardiographically biopotentials based on a sliding mode controlled buck power converter. J. Syst. Control. Eng. Vadim Utkin, Isaac Chairez
2024	J	`jnl`	Extremum seeking control for the trajectory tracking of a skid steering vehicle via averaged sub-gradient integral sliding-mode theory. Robotics Auton. Syst. Alejandra Hernandez-Sanchez, Alex Poznyak, Isaac Chairez
2024	J	`jnl`	Identification of Hamiltonian systems using neural networks and first integrals approaches. Neurocomputing Ilya Nachevsky, Isaac Chairez, Olga G. Andrianova
2023	J	`jnl`	Differential Neural Networks Prediction Using Slow and Fast Hybrid Learning: Application to Prognosis of Infectionsand Deaths of COVID-19 Dynamics. Neural Process. Lett. Alex Poznyak, Isaac Chairez, A. Anyutin
2023	—	`conf`	Dynamic Neural Network with Guaranteed Sensitivity to External Influences. SSCI Danil Chernozubov, Arthur Mukhamedov, Grigory Bugriy, Viktor Chertopolokhov, Isaac Chairez
2023	J	`jnl`	Home-care nursing controlled mobile robot with vital signal monitoring. Medical Biol. Eng. Comput. Caridad Mireles-Perez, Misael Sanchez, David Cruz-Ortiz, Iván Salgado, Isaac Chairez
2023	J	`jnl`	On the dynamic neural network toolbox design for identification, estimation and control. Kybernetes Isaac Chairez, Israel Alejandro Guarneros-Sandoval, Vlad Prud, Olga G. Andrianova, Sleptsov Ernest, Viktor Chertopolokhov, Grigory Bugriy, Arthur Mukhamedov
2023	J	`jnl`	Output feedback adaptive controller of a autonomous skid-steering mobile vehicle based on sequential super-twisting differentiators. J. Syst. Control. Eng. Ruben Fuentes-Alvarez, Isaac Chairez, Kim D. Adams, Sergio Salazar, Ricardo López-Gutiérrez
2023	J	`jnl`	Rational Continuous Neural Network Identifier for Singular Perturbed Systems With Uncertain Dynamical Models. IEEE Trans. Neural Networks Learn. Syst. Olga G. Andrianova, Alex Poznyak, Rita Quetziquel Fuentes-Aguilar, Isaac Chairez
2022	J	`jnl`	Active Disturbance Rejection Controller for a Flexible Walking Bioinspired Inchworm Mobile Robot Actuated With Shape Memory Alloy Devices. IEEE Trans. Control. Syst. Technol. Vania Lara-Ortiz, Alejandro Guarneros, Dusthon Llorente-Vidrio, David Cruz-Ortiz, Iván Salgado, Isaac Chairez
2022	—	`conf`	Adaptive Controller Based on Barrier Lyapunov Function for a Composite Cartesian-Delta Robotic Device for Precise Time-Varying Position Tracking. ICCMA Jazmín Mendoza Bautista, Luz Abril Torres-Méndez, Isaac Chairez
2022	C	`conf`	Adaptive control of a biped robot mobilized by linear actuators considering articular restrictions. CoDIT Karla Rincon, Wen Yu, Isaac Chairez
2022	C	`conf`	Adaptive extended state feedback controller for a multilink robotic manipulator with micro-metric piezoelectric grasping end-effector. CoDIT Francisco Moreno, Karla Rincon, Ivan de Jesus Salgado, Isaac Chairez
2022	C	`conf`	Adaptive gain first-order sliding mode control for a millimetric electrospinning device with output constraints. CoDIT Oscar Reyes-Garcia, Alejandro Lozano, David Cruz-Ortiz, Mariana Ballesteros, Isaac Chairez
2022	J	`jnl`	Adaptive modeling of nonnegative environmental systems based on projectional Differential Neural Networks observer. Neural Networks Isaac Chairez, Olga G. Andrianova, Tatyana Poznyak, Alexander S. Poznyak
2022	J	`jnl`	Adaptive terminal sliding mode control of a regulated multidimensional electrospinning device for polymeric structures. J. Syst. Control. Eng. Oscar Reyes-Garcia, Dusthon Llorente-Vidrio, Ricardo Santillan, David Cruz-Ortiz, Isaac Chairez
2022	—	`conf`	Alternator with controllable frequency and amplitude. ICAT Vadim Utkin, Isaac Chairez
2022	C	`conf`	Backstepping second order sliding mode control for a car-like robot. CoDIT Caridad Mireles-Perez, David Cruz-Ortiz, Iván Salgado, Isaac Chairez
2022	J	`jnl`	Brain Computer Interface for Speech Synthesis Based on Multilayer Differential Neural Networks. Cybern. Syst. Dusthon Llorente-Vidrio, Mariana Ballesteros, David Cruz-Ortiz, Ivan de Jesus Salgado Ramos, Isaac Chairez
2022	J	`jnl`	Energetic optimization of an autonomous mobile socially assistive robot for autism spectrum disorder. Frontiers Robotics AI Ruben Fuentes-Alvarez, Alejandro Morfin-Santana, Karlo Ibañez, Isaac Chairez, Sérgio Salazar
2022	J	`jnl`	Exponential Continuous Non-Parametric Neural Identifier With Predefined Convergence Velocity. IEEE CAA J. Autom. Sinica Mariana Ballesteros, Rita Quetziquel Fuentes-Aguilar, Isaac Chairez
2022	J	`jnl`	Lyapunov stable learning laws for multilayer recurrent neural networks. Neurocomputing Alejandro Guarneros-Sandoval, Mariana Ballesteros, Iván Salgado, Julia Rodríguez-Santillán, Isaac Chairez
2022	J	`jnl`	Neuro-adaptive sliding mode control for underground coal gasification energy conversion process. Int. J. Control Mutahir Khattak, Ali Arshad Uppal, Qudrat Khan, Aamer Iqbal Bhatti, Yazan M. Alsmadi, Vadim I. Utkin, Isaac Chairez
2022	J	`jnl`	Output feedback robust control for teleoperated manipulator robots with different workspace. Expert Syst. Appl. Misael Sanchez, David Cruz-Ortiz, Mariana Ballesteros, Iván Salgado, Isaac Chairez
2022	J	`jnl`	Practical Realization of Implicit Homogeneous Controllers for Linearized Systems. IEEE Trans. Ind. Electron. David Cruz-Ortiz, Mariana Ballesteros, Andrey Polyakov, Denis V. Efimov, Isaac Chairez, Alexander S. Poznyak
2022	C	`conf`	Robust control for third-order electro-mechanical systems with partially unknown dynamics under state constraints. CoDIT Alejandro Lozano, Mariana Ballesteros, David Cruz-Ortiz, Iván Salgado, Joel C. Huegel, Isaac Chairez
2022	J	`jnl`	Robust dynamic backstepping averaged sub-gradient integral sliding mode control for navigation of mobile robots. J. Syst. Control. Eng. Alejandra Hernandez-Sanchez, Alexander S. Poznyak, Olga G. Andrianova, Isaac Chairez
2022	J	`jnl`	Safe operation for teleoperated robotic manipulators with restricted synchronization error via non-singular terminal sliding-mode control. J. Frankl. Inst. David Cruz-Ortiz, Isaac Chairez, Alexander S. Poznyak
2022	J	`jnl`	Simultaneous state and parameter estimation method for a conventional ozonation system. Comput. Chem. Eng. Isaac Chairez, Asif Chalanga, Alex Poznyak, Sarah K. Spurgeon, Tatyana Poznyak
2022	J	`jnl`	Sliding-Mode Control of Full-State Constraint Nonlinear Systems: A Barrier Lyapunov Function Approach. IEEE Trans. Syst. Man Cybern. Syst. David Cruz-Ortiz, Isaac Chairez, Alexander S. Poznyak
2022	J	`jnl`	Stable learning laws design for long short-term memory identifier for uncertain discrete systems via control Lyapunov functions. Neurocomputing Alejandro Guarneros-Sandoval, Mariana Ballesteros, Iván Salgado, Isaac Chairez
2022	J	`jnl`	Super-twisting-based sliding mode control of drum boiler energy conversion systems. Int. J. Control Yazan M. Alsmadi, Imtiaz Ur Rehman, Ali Arshad Uppal, Vadim Utkin, Isaac Chairez, Mohammed Ibbini
2021	J	`jnl`	Control of a hybrid upper-limb orthosis device based on a data-driven artificial neural network classifier of electromyography signals. Biomed. Signal Process. Control. Francisco Medina, Kenny Perez, David Cruz-Ortiz, Mariana Ballesteros, Isaac Chairez
2021	J	`jnl`	Differential neural network approximation of positive systems: An asymmetric barrier Lyapunov functions approach for learning laws design. Neurocomputing Olga G. Andrianova, Alexander S. Poznyak, Isaac Chairez
2021	J	`jnl`	Discrete event-driven control of an active orthosis regulated by electromyographic signals for Canis lupus familiaris. Intell. Serv. Robotics Misael Sanchez, A. Ruiz, David Cruz-Ortiz, Iván Salgado, Mariana Ballesteros, Isaac Chairez
2021	J	`jnl`	Dynamic Motion Backstepping Control of Underwater Autonomous Vehicle Based on Averaged Sub-gradient Integral Sliding Mode Method. J. Intell. Robotic Syst. Alejandra Hernandez-Sanchez, Isaac Chairez, Alexander S. Poznyak, Olga G. Andrianova
2021	—	`conf`	Musculoskeletal Neural Network path generator for a virtual upper-limb active controlled orthosis. EMBC Alejandro Lozano, David Cruz-Ortiz, Mariana Ballesteros, Isaac Chairez
2021	J	`jnl`	Non-parametric identification of homogeneous dynamical systems. Autom. Mariana Ballesteros, Andrei Polyakov, Denis V. Efimov, Isaac Chairez, Alexander S. Poznyak
2021	J	`jnl`	Output feedback robust disturbance rejection tracking control design for a bipedal robotic system with articulation constraints. J. Syst. Control. Eng. Karla Rincón-Martínez, Alberto Luviano-Juárez, Leticia Santos-Cuevas, Isaac Chairez
2021	J	`jnl`	Sliding mode control of an ozone generator based on dual AC/DC/AC power converters. J. Syst. Control. Eng. Yazan M. Alsmadi, Isaac Chairez, Vadim Utkin
2021	J	`jnl`	Tridimensional autonomous motion robust control of submersible ship based on averaged sub-gradient integral sliding mode approach. Int. J. Syst. Sci. Alejandra Hernandez-Sanchez, Olga G. Andrianova, Alexander S. Poznyak, Isaac Chairez
2020	J	`jnl`	Adaptive Tracking Control of State Constraint Systems Based on Differential Neural Networks: A Barrier Lyapunov Function Approach. IEEE Trans. Neural Networks Learn. Syst. Rita Quetziquel Fuentes-Aguilar, Isaac Chairez
2020	B	`conf`	Bioinformatics-inspired non-parametric modelling of pharmacokinetics-pharmacodynamics systems using differential neural networks. IJCNN Mariel Alfaro-Ponce, Isaac Chairez
2020	J	`jnl`	Continuous and recurrent pattern dynamic neural networks recognition of electrophysiological signals. Biomed. Signal Process. Control. Mariel Alfaro-Ponce, Isaac Chairez
2020	C	`conf`	Continuous electroencephalographic signal automatic classification using Deep Differential Neural Networks. CoDIT Dusthon Llorente-Vidrio, Mariana Ballesteros, David Cruz-Ortiz, Iván Salgado, Isaac Chairez
2020	C	`conf`	Extended integral sliding mode robust sub-gradient extremum seeking control for tracking trajectory of autonomous underwater vehicle. CoDIT Alejandra Hernandez-Sanchez, Isaac Chairez, Alexander S. Poznyak
2020	J	`jnl`	Projectional Observers of Nonlinear Systems With Full-State Constraints. IEEE Trans. Circuits Syst. Alejandro García-González, Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak
2020	J	`jnl`	Robust Gradient Estimator for Unknown Frequency Estimation in Noisy Environment: Application to Grid-Synchronization. IEEE Access Hafiz Ahmed, Iván Salgado, Isaac Chairez, Mohamed Benbouzid
2020	J	`jnl`	Robust min-max optimal control design for systems with uncertain models: A neural dynamic programming approach. Neural Networks Mariana Ballesteros-Escamilla, Isaac Chairez, Alexander S. Poznyak
2020	J	`jnl`	Robust observer-based controller design for state constrained uncertain systems: attractive ellipsoid method. Int. J. Control Manuel Mera, Iván Salgado, Isaac Chairez
2020	J	`jnl`	Robust optimal feedback control design for uncertain systems based on artificial neural network approximation of the Bellman's value function. Neurocomputing Mariana Ballesteros-Escamilla, Isaac Chairez, Alexander S. Poznyak
2020	J	`jnl`	Time-varying output-based Takagi-Sugeno fuzzy controller of uncertain nonlinear systems. Int. J. Syst. Sci. Jorge Cervantes, Wen Yu, Sergio Salazar, Isaac Chairez
2020	J	`jnl`	Tracking control of tomographic image acquisition robotic system based on active disturbance rejection theory with adaptive gains. J. Syst. Control. Eng. Pamela Vera-Tizatl, Alberto Luviano-Juárez, Leticia Santos-Cuevas, Isaac Chairez
2020	C	`conf`	Unsupervised learning for a clustering algorithm based on ellipsoidal calculus. CoDIT Alejandro Guarneros, Iván Salgado, Isaac Chairez
2019	J	`jnl`	A survey on artificial neural networks application for identification and control in environmental engineering: Biological and chemical systems with uncertain models. Annu. Rev. Control. Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak
2019	J	`jnl`	Adaptive sliding-mode observer for second order discrete-time MIMO nonlinear systems based on recurrent neural-networks. Int. J. Mach. Learn. Cybern. Iván Salgado, Hafiz Ahmed, Oscar Camacho Nieto, Isaac Chairez
2019	J	`jnl`	Automatic detection of electrocardiographic arrhythmias by parallel continuous neural networks implemented in FPGA. Neural Comput. Appl. Mariel Alfaro-Ponce, Isaac Chairez, Ralph Etienne-Cummings
2019	J	`jnl`	Automatic electroencephalographic information classifier based on recurrent neural networks. Int. J. Mach. Learn. Cybern. Mariel Alfaro-Ponce, Amadeo José Argüelles-Cruz, Isaac Chairez, Arizbeth Pérez
2019	—	`conf`	Decentralized sliding-mode control of robotic manipulator with constraint workspace: a finite-convergent barrier Lyapunov approach. CCE David Cruz-Ortiz, Isaac Chairez, Vadim I. Utkin, Alexander S. Poznyak
2019	—	`conf`	Fixed-time robust output feedback control of a restricted state biped robot based on a tangent barrier Lyapunov function. CCE Karla Rincon, Isaac Chairez, Wen Yu
2019	—	`conf`	Output Adaptive Control of a Skid Steering Autonomous Vehicle. CCE Ruben Fuentes-Alvarez, Isaac Chairez, Kim D. Adams, Sergio Salazar, Ricardo López
2019	—	`conf`	Projectional Learning Laws for Differential Neural Networks Based on Double-Averaged Sub-Gradient Descent Technique. ISNN (1) Isaac Chairez, Alexander S. Poznyak, Alexander V. Nazin, Tatyana Poznyak
2019	J	`jnl`	Robust identification of unknown inputs in electrical stimulation of ex-vivo animal models. Biomed. Signal Process. Control. Iván Salgado, Mariel Alfaro-Ponce, Oscar Camacho Nieto, Isaac Chairez
2019	C	`conf`	Terminal sliding mode control of a virtual humanoid robot. CoDIT M. Sanchez-Magos, Mariana Ballesteros-Escamilla, David Cruz-Ortiz, Iván Salgado, Isaac Chairez
2018	J	`jnl`	Adaptive Unknown Input Estimation by Sliding Modes and Differential Neural Network Observer. IEEE Trans. Neural Networks Learn. Syst. Iván Salgado, Isaac Chairez
2018	—	`conf`	Adaptive sliding-mode control with integral compensation for robotic devices with state constraints. SyRoCo David Cruz-Ortiz, Isaac Chairez, Alex Poznyak
2018	J	`jnl`	Distributed Finite-Time State Estimation of Interconnected Complex Metabolic Networks. Complex. Alfonso Sepúlveda Gálvez, Jesús A. Badillo-Corona, Isaac Chairez
2018	—	`conf`	Estimation of Contaminants Decomposition in Solid Phase with Ozone by Differential Neural Networks with Discontinuous Learning Law. VSS Tatyana Poznyak, Isaac Chairez, Alex Poznyak
2018	J	`jnl`	Multimodal molecular 3D imaging for the tumoral volumetric distribution assessment of folate-based biosensors. Medical Biol. Eng. Comput. Gerardo J. Ramírez-Nava, Leticia Santos-Cuevas, Isaac Chairez, Liliana Aranda-Lara
2018	C	`conf`	Residence Time Regulation in Chemical Processes: Local Optimal Control Realization by Differential Neural Networks. ISNN Tatyana Poznyak, Isaac Chairez, Alexander S. Poznyak
2017	B	`conf`	Active disturbance rejection control based on differential neural networks. IJCNN Iván Salgado, Manuel Mera, Isaac Chairez
2017	J	`jnl`	Adaptive Neural Network Nonparametric Identifier With Normalized Learning Laws. IEEE Trans. Neural Networks Learn. Syst. Isaac Chairez
2017	J	`jnl`	Takagi-Sugeno Dynamic Neuro-Fuzzy Controller of Uncertain Nonlinear Systems. IEEE Trans. Fuzzy Syst. Jorge Cervantes, Wen Yu, Sergio Salazar, Isaac Chairez
2017	C	`conf`	Trajectory tracking adaptive disturbance rejection controller for a tomographic robotic system. CoDIT Pamela Vera, Alberto Luviano-Juárez, Leticia Santos-Cuevas, Isaac Chairez
2017	C	`conf`	Trajectory tracking disturbance rejection controller for a state constrained biped robot. CoDIT Karla Rincon, Alberto Luviano-Juárez, Leticia Santos-Cuevas, Isaac Chairez
2017	B	`conf`	Two-layer dynamic neural field learning law basec on controlled Lyapunov functions. IJCNN J. L. Garcia-Lopez, Iván Salgado, Isaac Chairez
2016	C	`conf`	Bilateral output based control of a Master-Slave mechanical system: An Active Disturbance Rejection approach. ACC Gustavo Hernández-Melgarejo, Luis Angel Munoz Castaneda, Alberto Luviano-Juárez, Isaac Chairez
2016	J	`jnl`	Distributed parameter system identification using finite element differential neural networks. Appl. Soft Comput. Omar Aguilar-Leal, Rita Quetziquel Fuentes-Aguilar, Isaac Chairez, Alejandro García-González, Joel C. Huegel
2016	C	`conf`	Output based backstepping control for trajectory tracking of an Autonomous Underwater Vehicle. ACC Jorge Cervantes, Wen Yu, Sergio Salazar, Isaac Chairez, Rogelio Lozano
2016	J	`jnl`	Parametric identifier of metabolic network associated to hydrogen production in Netw. Model. Anal. Health Informatics Bioinform. Alfonso Sepúlveda Gálvez, Jesús A. Badillo-Corona, Isaac Chairez
2016	J	`jnl`	Pattern recognition for electroencephalographic signals based on continuous neural networks. Neural Networks Mariel Alfaro-Ponce, Amadeo José Argüelles-Cruz, Isaac Chairez
2015	J	`jnl`	Robust Trajectory Tracking of a Delta Robot Through Adaptive Active Disturbance Rejection Control. IEEE Trans. Control. Syst. Technol. Luis Angel Munoz Castaneda, Alberto Luviano-Juárez, Isaac Chairez
2014	J	`jnl`	Adaptive Identifier for Uncertain Complex Nonlinear Systems Based on Continuous Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Mariel Alfaro-Ponce, Amadeo José Argüelles-Cruz, Isaac Chairez
2014	J	`jnl`	Continuous neural identifier for uncertain nonlinear systems with time delays in the input signal. Neural Networks Mariel Alfaro-Ponce, Amadeo José Argüelles-Cruz, Isaac Chairez
2014	J	`jnl`	Finite time convergent learning law for continuous neural networks. Neural Networks Isaac Chairez
2014	J	`jnl`	Multiple DNN identifier for uncertain nonlinear systems based on Takagi-Sugeno inference. Fuzzy Sets Syst. Isaac Chairez
2014	J	`jnl`	Proportional derivative fuzzy control supplied with second order sliding mode differentiation. Eng. Appl. Artif. Intell. Iván Salgado, Oscar Camacho Nieto, Cornelio Yáñez, Isaac Chairez
2013	—	`conf`	Active Disturbance Rejection Control based on a simultaneous adaptive observer and a time varying parameter identifier. ECC Alberto Luviano-Juárez, Isaac Chairez
2013	B	`conf`	Adaptive control of discrete-time nonlinear systems by recurrent neural networks in a Quasi Sliding mode regime. IJCNN Iván Salgado, Oscar Camacho Nieto, Isaac Chairez, Cornelio Yáñez
2013	B	`conf`	Continuous neural identifier for uncertain nonlinear systems with time delays in the input signal. IJCNN Mariel Alfaro-Ponce, Amadeo José Argüelles-Cruz, Isaac Chairez
2013	J	`jnl`	Differential Neuro-Fuzzy Controller for Uncertain Nonlinear Systems. IEEE Trans. Fuzzy Syst. Isaac Chairez
2013	J	`jnl`	Nonlinear discrete time neural network observer. Neurocomputing Iván Salgado, Isaac Chairez
2012	J	`jnl`	DNN-state identification of 2D distributed parameter systems. Int. J. Syst. Sci. Isaac Chairez, Rita Fuentes, Alexander S. Poznyak, Tatyana Poznyak, Marisol Escudero, Laura Viana
2012	—	`conf`	Neuro-observer based on backstepping technique for distributed parameters systems. CCE Rita Fuentes, Isaac Chairez, Alexander S. Poznyak
2012	—	`conf`	Observer design for a class of hyperbolic PDE equation based on a Distributed Super Twisting Algorithm. VSS Ramón Miranda, Jaime A. Moreno, Isaac Chairez, Leonid M. Fridman
2010	—	`conf`	Adaptive linearization for nonlinear systems using continuous Neural Networks. CCE Marisol Escudero, Isaac Chairez, Alejandro García-González
2010	J	`jnl`	Continuous Neural Networks Applied to identify a class of uncertain parabolic Partial differential equations. Int. J. Model. Simul. Sci. Comput. Rita Fuentes, Alex Poznyak, Isaac Chairez, M. Franco, Tatyana Poznyak
2010	—	`conf`	Design of mixed Luenberger and sliding continuous mode observer using sampled output information. CDC Iván Salgado, Isaac Chairez, Jaime A. Moreno, Leonid M. Fridman
2010	—	`conf`	Design of variable gain super-twisting observer for nonlinear systems with sampled output. CCE Iván Salgado, Jaime A. Moreno, Leonid M. Fridman, Alexander S. Poznyak, Isaac Chairez
2010	B	`conf`	Discrete time recurrent neural network sliding mode observer. IJCNN Iván Salgado, Isaac Chairez, Alejandro García-González
2010	—	`conf`	Improved DNN identifier based on takagi sugeno fuzzy systems. CCE Laura Viana, Isaac Chairez
2010	B	`conf`	Model predictive control by differential neural networks approach. IJCNN Isaac Chairez, Alejandro García-González, Alexander S. Poznyak, Tatyana Poznyak
2010	—	`conf`	Non-parametric Modeling of the Optical Nerve Response by Trans-corneal Stimulation Using Differential Neural Networks. MICAI (Special Sessions) Mariel Alfaro, Luis Niño de Rivera, Isaac Chairez
2010	—	`conf`	Robust identification of uncertain Schrödinger type complex partial differential equations. CCE Isaac Chairez, Rita Fuentes, Alexander S. Poznyak, Tatyana Poznyak
2010	—	`conf`	Wireless trans-corneal stimulus for the optical nerve based on adaptive modeling using continuous neural networks. CCE Mariel Alfaro, Luis Niño de Rivera, Isaac Chairez
2009	B	`conf`	Discrete time recurrent neural network observer. IJCNN Iván Salgado, Isaac Chairez
2009	B	`conf`	Neural numerical modeling for uncertain distributed parameter systems. IJCNN Rita Fuentes, Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak
2009	—	`conf`	Partial Differential Equations Numerical Modeling Using Dynamic Neural Networks. ICANN (2) Rita Fuentes, Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak
2009	B	`conf`	Robust identification of uncertain nonlinear systems with state constrains by Differential Neural Networks. IJCNN Alejandro García-González, Isaac Chairez, Alexander S. Poznyak, Tatyana Poznyak
2009	J	`jnl`	Wavelet Differential Neural Network Observer. IEEE Trans. Neural Networks Isaac Chairez
2008	J	`jnl`	Sliding mode neurocontrol for the class of dynamic uncertain non-linear systems. Int. J. Control Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak
2007	J	`jnl`	Pre Diagnostican of Heart Arrhythmias Using Wavelet Transform and Fuzzy c-Means. Res. Comput. Sci. Agustín Cabrera, Isaac Chairez, Ramón Miranda
2006	J	`jnl`	Bounded Weights Trajectories for Neural Network State Estimation. Res. Comput. Sci. Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak
2006	B	`conf`	Extended Kalman Filter Weights Adjustment for Neonatal Incubator Neurofuzzy Identification. FUZZ-IEEE David Valdez, Victor Hugo Ortiz, Agustín Cabrera, Isaac Chairez
2006	B	`conf`	Hepatitis C Dynamics' Estimation Process by Differential Neural Networks. IJCNN Ramón Miranda, Nadezhda Aguilar, Agustín Cabrera, Isaac Chairez
2006	J	`jnl`	Hepatitis C Viral Load Control Applying Hamilton-Jacobi And Sliding Mode Techniques. Res. Comput. Sci. Agustín Cabrera, Isaac Chairez, Ramón Miranda
2006	J	`jnl`	Local Optimal Control Based on Neural Network Observer States. Res. Comput. Sci. Agustín Cabrera, Isaac Chairez, Nadezhda Aguilar
2006	C	`conf`	Neural differential tracking control in cancer model. ACC Nadezhda Aguilar, Agustín Cabrera, Isaac Chairez
2006	B	`conf`	Neuro Tracking Control for Immunotherapy Cancer Treatment. IJCNN Nadezhda Aguilar, Agustín Cabrera, Isaac Chairez
2006	B	`conf`	Switching Learning Law for Differential Neural Observer for Biodegradation Process. IJCNN Rita Fuentes, Alejandro García-González, Agustín Cabrera, Tatyana Poznyak, Isaac Chairez