Found 725 Documents (Results 1–100)
A learning- and scenario-based MPC design for nonlinear systems in LPV framework with safety and stability guarantees. (English) Zbl 07909705
Data-driven solutions and parameter discovery of the extended higher-order nonlinear Schrödinger equation in optical fibers. (English) Zbl 07908457
Optimal object stitching and video condensation-aided improved YOLOv5-oriented anomaly object detection framework. (English) Zbl 07900499
MSC:
68Txx
Explainable graph clustering via expanders in the massively parallel computation model. (English) Zbl 07874033
Value iteration for LQR control of unknown stochastic-parameter linear systems. (English) Zbl 1537.93786
Parameter tuning of continuous Hopfield network applied to combinatorial optimization. (English) Zbl 07842066
Inferring parameters of pyramidal neuron excitability in mouse models of Alzheimer’s disease using biophysical modeling and deep learning. (English) Zbl 1533.92051
Conditional Karhunen-Loève regression model with basis adaptation for high-dimensional problems: uncertainty quantification and inverse modeling. (English) Zbl 1536.68022
Parameter estimation for network-organized Turing system based on convolution neural networks. (English) Zbl 1531.92037
\(\mu\)-pseudo almost periodic solutions to some semilinear boundary equations on networks. (English) Zbl 1538.34233
A machine learning approach to automate ductile damage parameter selection using finite element simulations. (English) Zbl 1530.74073
Prediction of nonlocal elasticity parameters using high-throughput molecular dynamics simulations and machine learning. (English) Zbl 1531.74014
Artificial neural network modeling of rainfall-runoff extreme value distributions: a focus on the shape parameter. (English) Zbl 07853856
A point-to-point convolutional neural network for reconstructing electromagnetic parameters of multiple cavities scattering with inhomogeneous anisotropic media. (English) Zbl 1537.78017
Artificial bee colony algorithm-based design of discrete-time stable unknown input estimator. (English) Zbl 1536.93894
Using automated algorithm configuration for parameter control. (English) Zbl 07809163
Chicano, Francisco (ed.) et al., Proceedings of the 17th ACM/SIGEVO workshop on foundations of genetic algorithms, FOGA 2023, Potsdam, Germany, August 30 – September 1, 2023. New York, NY: Association for Computing Machinery (ACM). 38-49 (2023).
Machine learning based iterative learning control for non-repetitive time-varying systems. (English) Zbl 1532.93084
Parameter identifiability of a deep feedforward ReLU neural network. (English) Zbl 1528.68353
MSC:
68T07
Deep neural networks learning forward and inverse problems of two-dimensional nonlinear wave equations with rational solitons. (English) Zbl 1541.35473
Physics-informed neural networks with parameter asymptotic strategy for learning singularly perturbed convection-dominated problem. (English) Zbl 1525.65098
Laplace based Bayesian inference for ordinary differential equation models using regularized artificial neural networks. (English) Zbl 1523.62018
Dynamic analysis on optical pulses via modified PINNs: soliton solutions, rogue waves and parameter discovery of the CQ-NLSE. (English) Zbl 1528.35172
Genetic hyperparameter optimization with modified scalable-neighbourhood component analysis for breast cancer prognostication. (English) Zbl 1525.92035
Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression. (English) Zbl 1538.65350
Bandgap optimization in combinatorial graphs with tailored ground states: application in quantum annealing. (English) Zbl 07739474
Hierarchical recursive Levenberg-Marquardt algorithm for radial basis function autoregressive models. (English) Zbl 07735623
MSC:
68T05
Parameter optimization of fuzzy Petri net using modified harmony search algorithm. (English) Zbl 1520.68095
Bayesian parameter estimation with guarantees via interval analysis and simulation. (English) Zbl 1533.65013
Dragoi, Cezara (ed.) et al., Verification, model checking, and abstract interpretation. 24th international conference, VMCAI 2023, Boston, MA, USA, January 16–17, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13881, 106-128 (2023).
Near-grazing bifurcations and deep reinforcement learning control of an impact oscillator with elastic constraints. (English) Zbl 1527.70026
Multi-focus image fusion based on HOSVD and parameter adaptive PCNN in fast local Laplacian filtering domain. (English) Zbl 1538.94015
Calibrating the classifier for protein family prediction with protein sequence using machine learning techniques: an empirical investigation. (English) Zbl 1519.92162
Physics-informed deep learning for melting heat transfer analysis with model-based transfer learning. (English) Zbl 07703992
A new variable shape parameter strategy for RBF approximation using neural networks. (English) Zbl 1538.65031
Heterogeneities among credit risk parameter distributions: the modality defines the best estimation method. (English) Zbl 1517.90071
A variable projection method for the general radial basis function neural network. (English) Zbl 07701091
MSC:
68T07
Fisher’s disjunction as the principle vindicating \(p\)-values, confidence intervals, and their generalizations: a frequentist semantics for possibility theory. (English) Zbl 07698067
MSC:
68T37
A stochastic maximum principle approach for reinforcement learning with parameterized environment. (English) Zbl 07696994
Data-driven vortex solitons and parameter discovery of 2D generalized nonlinear Schrödinger equations with a \(\mathcal{PT}\)-symmetric optical lattice. (English) Zbl 07692031
Design of experiments for the calibration of history-dependent models via deep reinforcement learning and an enhanced Kalman filter. (English) Zbl 07691253
A neural network-based approach for bending analysis of strain gradient nanoplates. (English) Zbl 1521.82027
Fixed-time neural network trajectory tracking control for the rigid-flexible coupled robotic mechanisms with large beam-deflections. (English) Zbl 1510.70025
Master-slave synchronization of fractional-order memristive MAM neural networks with parameter disturbances and mixed delays. (English) Zbl 07676842
Finite-time lag projective synchronization of delayed fractional-order quaternion-valued neural networks with parameter uncertainties. (English) Zbl 1516.34107
Machine learning-assisted parameter identification for constitutive models based on concatenated loading path sequences. (English) Zbl 1514.74094
Data science and predictive analytics. Biomedical and health applications using R. 2nd revised edition. (English) Zbl 1542.68001
The Springer Series in Applied Machine Learning. Cham: Springer (ISBN 978-3-031-17482-7/hbk; 978-3-031-17485-8/pbk; 978-3-031-17483-4/ebook). xxxiv, 918 p. (2023).
Reviewer: Irina Ioana Mohorianu (Oxford)
Spline representation and redundancies of one-dimensional ReLU neural network models. (English) Zbl 1507.41005
Reviewer: Martin D. Buhmann (Gießen)
Machine learning the real discriminant locus. (English) Zbl 1504.14104
Reviewer: Timothy Duff (Seattle)
Arithmetic optimization algorithm with explainable artificial intelligence technique for biomedical signal analysis. (English) Zbl 07930820
Khamparia, Aditya (ed.) et al., Biomedical data analysis and processing using explainable (XAI) and responsive artificial intelligence (RAI). Singapore: Springer. Intell. Syst. Ref. Libr. 222, 123-137 (2022).
MSC:
92-XX
On the parallel parameterized complexity of MaxSAT variants. (English) Zbl 07880740
Meel, Kuldeep S. (ed.) et al., 25th international conference on theory and applications of satisfiability testing, SAT 2022, Haifa, Israel, August 2–5, 2022. Wadern: Schloss Dagstuhl – Leibniz-Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 236, Article 19, 19 p. (2022).
A high-order norm-product regularized multiple kernel learning framework for kernel optimization. (English) Zbl 07814131
MSC:
68T05
Dynamic embeddings for efficient parameter learning of Bayesian network with multiple latent variables. (English) Zbl 1535.68276
Gain parameters optimization strategy of cross-coupled controller based on deep reinforcement learning. (English) Zbl 1523.93009
Hyper-parameter optimization in support vector machine on unbalanced datasets using genetic algorithms. (English) Zbl 1524.68278
Amorosi, Lavinia (ed.) et al., Optimization in artificial intelligence and data sciences. ODS, first hybrid conference, Rome, Italy, September 14–17, 2021. Cham: Springer. AIRO Springer Ser. 8, 37-47 (2022).
Reformative artificial bee colony algorithm based PID controller for radar servo system. (English) Zbl 1518.93042
Local parameter identification with neural ordinary differential equations. (English) Zbl 1506.34056
Improved intelligent clonal optimizer based on adaptive parameter strategy. (English) Zbl 1507.68357
Discretization of parameter identification in PDEs using neural networks. (English) Zbl 1512.65197
Reviewer: Temur A. Jangveladze (Tbilisi)
Concurrent multiparameter learning demonstrated on the Kuramoto-Sivashinsky equation. (English) Zbl 1500.35227
Some efficient algorithms on the parameter reduction of soft sets for decision making problems. (English) Zbl 1497.68468
Information geometry of physics-informed statistical manifolds and its use in data assimilation. (English) Zbl 07568542
Dynamically learning the parameters of a chaotic system using partial observations. (English) Zbl 1502.37092
A novel constitutive parameters identification procedure for hyperelastic skeletal muscles using two-way neural networks. (English) Zbl 1524.92012
Physics-informed Karhunen-Loéve and neural network approximations for solving inverse differential equation problems. (English) Zbl 1531.65221
Symbolic DNN-tuner. (English) Zbl 07510323
MSC:
68T05
Parameter calibration with stochastic gradient descent for interacting particle systems driven by neural networks. (English) Zbl 1489.93135
On the coincidence of pure greedy and best \(m\)-term approximations. (English. Russian original) Zbl 07488495
Math. Notes 111, No. 2, 204-210 (2022); translation from Mat. Zametki 111, No. 2, 202-210 (2022).
On the impact of the performance metric on efficient algorithm configuration. (English) Zbl 07482888
MSC:
68Txx
Two different approaches for parameter identification in a spatial-temporal rumor propagation model based on Turing patterns. (English) Zbl 1482.91170
Estimating the time-dependent contact rate of SIR and SEIR models in mathematical epidemiology using physics-informed neural networks. (English) Zbl 1478.92193
Improved finite-time solutions to time-varying Sylvester tensor equation via zeroing neural networks. (English) Zbl 1510.65091
Absolute versus stochastic stability of the artificial bee colony in synchronous and sequential modes. (English) Zbl 1530.68280
Deep learning neural networks for the third-order nonlinear Schrödinger equation: bright solitons, breathers, and rogue waves. (English) Zbl 1514.35421
Estimating the lasso’s effective noise. (English) Zbl 07626791
MSC:
68T05
On a new distance measure of three-parameter interval numbers and its application to pattern recognition. (English) Zbl 1498.03131
Faster support vector machines. (English) Zbl 1499.68316
MSC:
68T05
Predicting credit card customer churn using support vector machine based on Bayesian optimization. (English) Zbl 1489.62378
Zipline: an optimized algorithm for the elastic bulk synchronous parallel model. (English) Zbl 07465785
MSC:
68T05
Robust design of inhibitory neuronal networks displaying rhythmic activity. (English) Zbl 1482.92027
Awrejcewicz, Jan (ed.), Perspectives in dynamical systems III: control and stability. Selected papers based on the presentations at the 15th international conference on dynamical systems – theory and applications, DSTA, Łódź, Poland, December 2–5, 2019. Cham: Springer. Springer Proc. Math. Stat. 364, 187-198 (2021).
Reviewer: Liviu Goraş (Iaşi)
MSC:
92B20
Grey wolf algorithm to optimize network traffic prediction of deep learning network. (Chinese. English summary) Zbl 1488.68087
Meshless numerical analysis of phase change problems in artificial freezing technology applied in geo-media. (English) Zbl 07446690
Estimation of multidimensional item response theory models with correlated latent variables using variational autoencoders. (English) Zbl 07432841
MSC:
68T05
Estimation of agent-based models using Bayesian deep learning approach of BayesFlow. (English) Zbl 1475.91160
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