Danil V. Prokhorov

Jing Wang, Haibo He, Danil V. Prokhorov: A Folded Neural Network Autoencoder for Dimensionality Reduction. Procedia CS 13: 120-127 (2012)

Michael Fairbank, Eduardo Alonso, Danil V. Prokhorov: Simple and Fast Calculation of the Second-Order Gradients for Globalized Dual Heuristic Dynamic Programming in Neural Networks. IEEE Trans. Neural Netw. Learning Syst. 23(10): 1671-1676 (2012)

Zhen Ni, Haibo He, Dongbin Zhao, Danil V. Prokhorov: Reinforcement learning control based on multi-goal representation using hierarchical heuristic dynamic programming. IJCNN 2012: 1-8

Marco Baglietto, Lubica Benusková, Ivo Bukovsky, Tianping Chen, Tom Heskes, Kazushi Ikeda, Fakhri Karray, Rhee Man Kil, Robert A. Legenstein, Jinhu Lu, Yunqian Ma, Malik Magdon-Ismail, Michael G. Paulin, Robi Polikar, Danil V. Prokhorov, Marco Wiering, Vicente Zarzoso: Editorial: One Year as EiC, and Editorial-Board Changes at TNN. IEEE Transactions on Neural Networks 22(1): 1-7 (2011)

Zhen Ni, Haibo He, Danil V. Prokhorov, Jian Fu: An online actor-critic learning approach with Levenberg-Marquardt algorithm. IJCNN 2011: 2333-2340

Danil V. Prokhorov: A convolutional learning system for object classification in 3-D lidar data. IEEE Transactions on Neural Networks 21(5): 858-863 (2010)

Danil V. Prokhorov: Multi-agent framework for remote diagnostics. IEEE Congress on Evolutionary Computation 2010: 1-8

Danil V. Prokhorov: Road obstacle classification with attention windows. Intelligent Vehicles Symposium 2010: 889-895

Vladimir G. Red'ko, Danil V. Prokhorov: Learning and Evolution of Autonomous Adaptive Agents. Advances in Machine Learning I 2010: 491-500

Kihoon Choi, Satnam Singh, Anuradha Kodali, Krishna R. Pattipati, John W. Sheppard, Setu Madhavi Namburu, Shunsuke Chigusa, Danil V. Prokhorov, Liu Qiao: Novel Classifier Fusion Approaches for Fault Diagnosis in Automotive Systems. IEEE T. Instrumentation and Measurement 58(3): 602-611 (2009)

Satnam Singh, Anuradha Kodali, Kihoon Choi, Krishna R. Pattipati, Setu Madhavi Namburu, S. C. Sean, Danil V. Prokhorov, Liu Qiao: Dynamic Multiple Fault Diagnosis: Mathematical Formulations and Solution Techniques. IEEE Transactions on Systems, Man, and Cybernetics, Part A 39(1): 160-176 (2009)

Ivan Tyukin, Danil V. Prokhorov: Feasibility of random basis function approximators for modeling and control. CCA/ISIC 2009: 1391-1396

Danil V. Prokhorov: Risk estimator for control in intelligent transportation system. CCA/ISIC 2009: 1403-1408

Danil V. Prokhorov: A Self-learning System for Object Categorization. ICEIS 2009: 265-274

Ivan Tyukin, Danil V. Prokhorov: Feasibility of random basis function approximators for modeling and control. CoRR abs/0905.0677 (2009)

Danil V. Prokhorov (Ed.): Computational Intelligence in Automotive Applications. Studies in Computational Intelligence 132, Springer 2008, isbn 978-3-540-79256-7

Ivan Tyukin, Danil V. Prokhorov, Cees van Leeuwen: Adaptive Classification of Temporal Signals in Fixed-Weight Recurrent Neural Networks: An Existence Proof. Neural Computation 20(10): 2564-2596 (2008)

Danil V. Prokhorov: Toyota Prius HEV neurocontrol and diagnostics. Neural Networks 21(2-3): 458-465 (2008)

Setu Madhavi Namburu, Danil V. Prokhorov, Shunsuke Chigusa, Liu Qiao, Krishna R. Pattipati: KDD and Its Applications in Automotive Sector - A Brief Survey. DMIN 2008: 335-341

Dhafar S. Mohammed, Saeid Habibi, Danil V. Prokhorov: Adaptive parameter robust estimation. IJCNN 2008: 2948-2955

Danil V. Prokhorov: Neural Networks in Automotive Applications. Computational Intelligence in Automotive Applications 2008: 101-123

Xiao Hu, Danil V. Prokhorov, Donald C. Wunsch II: Time series prediction with a weighted bidirectional multi-stream extended Kalman filter. Neurocomputing 70(13-15): 2392-2399 (2007)

Ivan Tyukin, Danil V. Prokhorov, Cees van Leeuwen: Adaptation and Parameter Estimation in Systems With Unstable Target Dynamics and Nonlinear Parametrization. IEEE Trans. Automat. Contr. 52(9): 1543-1559 (2007)

Danil V. Prokhorov: Intelligent Control Systems Using Computational Intelligence [book review]. IEEE Transactions on Neural Networks 18(2): 611-612 (2007)

Xindi Cai, Danil V. Prokhorov, Donald C. Wunsch II: Training Winner-Take-All Simultaneous Recurrent Neural Networks. IEEE Transactions on Neural Networks 18(3): 674-684 (2007)

Frank L. Lewis, Jie Huang, Thomas Parisini, Danil V. Prokhorov, Donald C. Wunsch II: Guest Editorial Special Issue on Neural Networks for Feedback Control Systems. IEEE Transactions on Neural Networks 18(4): 969-972 (2007)

Danil V. Prokhorov: Training Recurrent Neurocontrollers for Real-Time Applications. IEEE Transactions on Neural Networks 18(4): 1003-1015 (2007)

Danil V. Prokhorov: Prius control with a hybrid method. ICINCO-RA (1) 2007: 372-376

Danil V. Prokhorov: Toyota Prius HEV neurocontrol. IJCNN 2007: 2129-2134

Satnam Singh, Kihoon Choi, Anuradha Kodali, Krishna R. Pattipati, Setu Madhavi Namburu, Shunsuke Chigusa, Danil V. Prokhorov, Liu Qiao: Dynamic fusion of classifiers for fault diagnosis. SMC 2007: 2467-2472

Danil V. Prokhorov: Training Recurrent Neurocontrollers for Robustness With Derivative-Free Kalman Filter. IEEE Transactions on Neural Networks 17(6): 1606-1616 (2006)

Danil V. Prokhorov: Feedback Neurocontrol of a Disease. IJCNN 2006: 2345-2348

Vladimir G. Red'ko, Konstantin V. Anokhin, Mikhail S. Burtsev, Alexander I. Manolov, Oleg P. Mosalov, Valentin A. Nepomnyashchikh, Danil V. Prokhorov: Project "Animat Brain": Designing the Animat Control System on the Basis of the Functional Systems Theory. SAB ABiALS 2006: 94-107

Danil V. Prokhorov, Daniel S. Levine, Fredric M. Ham, William Howell: Welcome to the special issue. Neural Networks 18(5-6): 457- (2005)

Vladimir G. Red'ko, Oleg P. Mosalov, Danil V. Prokhorov: A model of evolution and learning. Neural Networks 18(5-6): 738-745 (2005)

Vladimir G. Red'ko, Oleg P. Mosalov, Danil V. Prokhorov: Investigation of Evolving Populations of Adaptive Agents. ICANN (1) 2005: 337-342

Ivan Tyukin, Cees van Leeuwen, Danil V. Prokhorov: Parameter Estimation of Sigmoid Superpositions: Dynamical System Approach. Neural Computation 15(10): 2419-2455 (2003)

Lee A. Feldkamp, Danil V. Prokhorov, Timothy M. Feldkamp: Simple and conditioned adaptive behavior from Kalman filter trained recurrent networks. Neural Networks 16(5-6): 683-689 (2003)

Ivan Tyukin, Danil V. Prokhorov, Valery A. Terekhov: Adaptive control with nonconvex parameterization. IEEE Trans. Automat. Contr. 48(4): 554-567 (2003)

Nikita Barabanov, Danil V. Prokhorov: A new method for stability analysis of nonlinear discrete-time systems. IEEE Trans. Automat. Contr. 48(12): 2250-2255 (2003)

Nikita Barabanov, Danil V. Prokhorov: Stability analysis of discrete-time recurrent neural networks. IEEE Transactions on Neural Networks 13(2): 292-303 (2002)

Arthur Petrosian, Danil V. Prokhorov, Richard Homan, Richard Dasheiff, Donald C. Wunsch II: Recurrent neural network based prediction of epileptic seizures in intra- and extracranial EEG. Neurocomputing 30(1-4): 201-218 (2000)

Paul H. Eaton, Danil V. Prokhorov, Donald C. Wunsch II: Neurocontroller alternatives for "fuzzy" ball-and-beam systems with nonuniform nonlinear friction. IEEE Trans. Neural Netw. Learning Syst. 11(2): 423-435 (2000)

Emad W. Saad, Danil V. Prokhorov, Donald C. Wunsch II: Comparative study of stock trend prediction using time delay, recurrent and probabilistic neural networks. IEEE Transactions on Neural Networks 9(6): 1456-1470 (1998)

Danil V. Prokhorov, Donald C. Wunsch II: Adaptive critic designs. IEEE Trans. Neural Netw. Learning Syst. 8(5): 997-1007 (1997)

Wang Song, Shaowei Xia, Jianchang Mao, Anil K. Jain, Danil V. Prokhorov, Donald C. Wunsch II: Comments on "A self-organizing network for hyperellipsoidal clustering (HEC)" [and reply]. IEEE Trans. Neural Netw. Learning Syst. 8(6): 1561-1563 (1997)

Danil V. Prokhorov, Donald C. Wunsch: Corrections To "Adaptive Critic Designs". IEEE Trans. Neural Netw. Learning Syst. 8(6): 1563 (1997)

Danil V. Prokhorov, Roberto A. Santiago, Donald C. Wunsch II: Adaptive critic designs: A case study for neurocontrol. Neural Networks 8(9): 1367-1372 (1995)