Controlo 2020: Proceedings of the 14th APCA International Conference on Automatic Control and Soft Computing, July 1-3, 2020, Braganз, Gonзalves Josй Alexandre, Braz-Cйsar Manuel, Coelho Joгo Paulo
Описание: Covering a wide range of theoretical and practical issues, the contributions describes a number of different control approaches, such adaptive control, fuzzy and neuro-fuzzy control, remote and robust control systems, real time an fault tolerant control, among others.
Описание: Control Theory.- Optimal and Predictive Control.- Fuzzy, Neural and Genetic Control.- Modeling and Identification.- Sensing and Estimation.- Robotics.- Mechatronics.- Manufacturing Systems and Scheduling.- Vibration Control.- Applications in Agricultural Systems.- Power Systems Applications.- General Applications.- Education.
Описание: The book also presents the new algorithms and methodologies for promoting advances in common intelligent computing and control methodologies including evolutionary computation, artificial life, virtual infrastructures, fuzzy logic, artificial immune systems, neural networks and various neuro-hybrid methodologies.
Описание: It presents 62 selected papers from the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020) and 35 papers from the 16th International Conference on Information Assurance and Security (IAS 2020), which was held online, from December 15 to 18, 2020.
Описание: This book covers different aspects of real-world applications of optimization algorithms. The book consists of research articles on novel and newly proposed optimization algorithms; and real-world applications of optimization algorithms and synthetic benchmarking of optimization algorithms.
Adaptive Multiple-view Label Propagation for Semi-Supervised Classication.- Container Damage Identication based on Fmask-RCNN.- Multiagent Reinforcement Learning for Combinatorial Optimization.- Extended Kalman Filter-Based Adaptively Sliding Mode Control with Dead-Zone Compensator for An Anchor-Hole Driller.- Exploring Multi-scale Deep Encoder-decoder and PatchGAN for Perceptual Ultrasound Image Super-resolution.- Reliable neighbors-based Collaborative Filtering for Recommendation Systems.- Downhole condition identication for geological drilling processes based on qualitative trend analysis and expert rules.- Adaptive Neural Network Control for Double-Pendulum Tower Crane Systems.- Mengh Generalized Locally-linear embedding: A Neural Network Implementation.- Semi-supervised Feature Selection Using Sparse Laplacian Support Vector Machine.- Tailored Pruning via Rollback Learning.- Coordinative Hyper-Heuristic Resource Scheduling in Mobile Cellular Networks.- Latent Sparse Discriminative Learning for Face Image Set Classication.- Sparse multi-task least-squares support vector machine.- Discriminative Subspace Learning for Cross-view Classication with Simultaneous Local and Global Alignment.- A Recognition Method of Hand Gesture based on Dual-SDAE.- Image Generation from Layout via Pair-wise RaGAN.- Learning Unsupervised Video Summarization with Semantic-consistent Network.- Sustainable Competitiveness Evaluation for Container Liners Using a Novel Hybrid Method with Intuitionistic Fuzzy Linguistic Variables.- 2-Dimensional Interval Neutrosophic Linguistic Numbers and Their Utilization in Group Decision Making.- Cross-Modal N-Pair Network for Generalized Zero-Shot Learning.- A Bi-Directional Relation Aware Network for Link Prediction in Knowledge Graph.- Deep K-Means: A Simple and Eective Method for Data Clustering.- Brain Storm Optimization Algorithms: A Brief Review.- A Binary Superior Tracking Articial Bee Colony for Feature Selection.- A Hybrid Neural Network RBERT-C based on Pre-trained RoBERTa and CNN for User Intent Classication.- Image Registration Algorithm Based on Manifold Regularization with Thin-plate Spline Model.- Optimal Control of Nonlinear Time-delay Systems with Input Constraints Using Reinforcement Learning.- Disaggregated Power System Signal Recognition using Capsule Network.- Design of echo state network with coordinate descent method and l1 regularization.- An advanced actor-critic algorithm for training video game AI.- Neural Network-Based Adaptive Control for EMS Type Maglev Vehicle Systems with Time-Varying Mass.- A Novel Collision-Avoidance TDMA MAC Protocol for Fog-assisted VCNs.- Design optimization of plate-n heat exchanger using sine cosine algorithm.- Mr-ResNeXt: A Multi-resolution Network Architecture for Detection of Obstructive Sleep Apnea.- Scalable Multi-Agent Reinforcement Learning Architecture for Semi-MDP Real-Time Strategy Games.- Stacked Deep Learning Structure with Bidirectional Long-Short Term Memory for Stock Market Prediction.- Multi-period Distributed Delay-sensitive Tasks Ooading in a Two-layer Vehicular Fog Computing Architecture.- Template-Enhanced Aspect Term Extraction with Bi-contextual Convolutional Neural Networks.- Privacy Sensitive Large-Margin Model for Face De-identication.- Balancing of Bike-sharing networks via constrained model predictive control.- RLV Reentry Trajectory Optimization Design Based on Improved Differential Evolution Algorithm.- A Tree-structure Convolutional Neural Network for Temporal Features Exaction on Sensor-based Multi-resident Activity Recognition.
Описание: The two-volume set LNCS 12415 and 12416 constitutes the refereed proceedings of of the 19th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2020, held in Zakopane, Poland*, in October 2020. The 112 revised full papers presented were carefully reviewed and selected from 265 submissions.
Описание: The two-volume set LNCS 12415 and 12416 constitutes the refereed proceedings of of the 19th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2020, held in Zakopane, Poland*, in October 2020. The 112 revised full papers presented were carefully reviewed and selected from 265 submissions.
Описание: This book constitutes the refereed proceedings of the 8th IFIP WG 2.14 European Conference on Service-Oriented and Cloud Computing, ESOCC 2020, held in Heraklion, Crete, Greece, in September 2020. The 6 full and 8 short papers presented in this volume were carefully reviewed and selected from 20 submissions.
Описание: The seven-volume set LNCS 12261, 12262, 12263, 12264, 12265, 12266, and 12267 constitutes the refereed proceedings of the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020, held in Lima, Peru, in October 2020.
Part I Delaunay-Voronoi Theory and Applications.- Local Groups in Delone Sets.- Manifolds of Triangulations, Braid Groups of Manifolds, and the Groups Γ k/n.- A Proof of the Invariant-Based Formula for the Linking Number and its Asymptotic Behaviour.- The Singularity Set of Optimal Transportation Maps.- Polygonal and Polyhedral Delaunay Meshing.- On Decomposition of Embedded Prismatoids in R3 without Additional Points.- Out-of-core Constrained Delaunay Tetrahedralizations for Large Scenes.- Part II Adaptive Meshing.- Size Gradation Control for Anisotropic Hybrid Meshes.- Adjoint Computation on Anisotropic Meshes in High-fidelity RANS Simulations.- Moving Deforming Mesh Generation Based on the Quasi-isometric Functional.- Adaptive Grids for Non-monotone Waves and Instabilities in a Non-equilibrium PDE Model.- RBF-VerBSS Hybrid Method for Mesh Deformation.- A Uniform Convergence Analysis for a Bakhvalov-type Mesh with an Explicitly Defined Transition Point.- On a Comprehensive Grid for Solving Problems Having Exponential or Power-of-First-Type Layers.- Preserved Structure Constants for Red Refinements of Product Elements.- Part III Meshing and CAD.- Global Parametrization Based on Ginzburg-Landau Functional.- Parametrization of Plane Irregular Regions: A Semi-automatic Approach I.- A Hybrid Approach to Fast Indirect Quadrilateral Mesh Generation.- Hexahedral Mesh Generation Using Voxel Field Recovery.- Generation of Boundary Layer Meshes by the Enhanced Jump-and-Walk Method with a Fast Collision Detecting Algorithm.- Part IV Numerical Geometry and Applications.- An Improved Algorithm for Scattered Data Interpolation using Quartic Triangular Bйzier Surfaces.- On Integral-based (Transfinite) Laplace Coordinates.- Part V Numerical Methods.- Fully-implicit Collocated Finite-Volume Method for the Unsteady Incompressible Navier-Stokes Problem.- Efficient Steady Flow Computations with Exponential Multigrid Methods.- Exponential Time Integrators for Unsteady Advection-diffusion Problems on Refined Meshes.
Описание: Oral-Conversational Bot/QA.- Fundamentals of NLP.- Knowledge Base, Graphs and Semantic Web.- Machine Learning for NLP.- Machine Translation and Multilinguality.- NLP Applications.- Social Media and Network.- Text Mining.
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