Výsledky vyhledávání - parameter estimation algorithm

Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications

Obsah: “…Part I: Type-2 Fuzzy Logic in Metaheuristics -- A comparative study of dynamic adaptation of parameters in the GWO algorithm using type-1 and interval type-2 fuzzy logic -- Ensemble Neural Network optimization using a gravitational search algorithm with Interval Type-1 and Type-2 fuzzy parameter adaptation in pattern recognition applications -- Improved method based on type-2 fuzzy logic for the adaptive harmony search algorithm -- Comparison of bio-inspired methods with parameter adaptation through interval type-2 fuzzy logic -- Differential Evolution algorithm with Interval type-2 fuzzy logic for the optimization of the mutation parameter -- Part II: Neural Networks Theory and Applications -- Person recognition with modular deep neural network using the iris biometric measure -- Neuro-evolutionary Neural Network for the Estimation of Melting Point of Ionic Liquids -- A proposal to classify ways of walking patterns using spik-ing neural networks -- Partially-connected Artificial Neural Networks developed by Grammatical Evolution for pattern recognition problems -- Part III: Metaheuristics: Theory and Applications -- Bio-inspired Metaheuristics for Hyper-parameter Tuning of Support Vector Machine Classifiers.…”

Assessing and Improving Prediction and Classification Theory and Algorithms in C++ / Autor Masters, Timothy

Chemical Reaction Engineering : A Computer-Aided Approach / Autor Salmi, Tapio, Hernández Carucci, José Rafael, Wärnå, Johan, de Araújo Filho, César A.

Systems, Automation, and Control /

Obsah: “…On Fault Tolerant Control of Wheeled Mobile Robot Based on Fast Adaptive Fault Estimation Algorithm /…”

Soft Computing Applications

Obsah: “…-- Optimum Selection of Energy-Efficient Material: A MCDM Based Distance Approach -- Role of Sodium, Potassium and Synaptic Conductance in STN-GPe Model of Basal Ganglia in Parkinson Disease -- A New Hybrid Algorithm Using Chaos Enhanced Differential Evolution For Loss Minimization With Improvement of Voltage Profile of Distribution Systems -- Fractal and Periodical Biological Antennas: Hidden Topologies in DNA, Wasps and Retina in the Eye -- Efficient Multiprocessor Scheduling Using Water Cycle Algorithm -- Estimating Software Reliability Growth Model Parameters Using Opposition Based Shuffled Frog-Leaping Algorithm.…”

Soft Computing: Theories and Applications Proceedings of SoCTA 2016, Volume 1 /

Obsah: “…Modified Critical-Path and Top-Level attributes (MCPTL) based Task Scheduling Algorithm in Parallel Computing -- Critical Path Problem for Scheduling using Genetic Algorithm -- A Robust Digital Image Watermarking Algorithm Using DWT and SVD -- A Novel and Secure Authentication Secret Key Generation Scheme Using Bilinear Self- Pairing Map Based on Elliptic Curve Cryptography -- Study and Comparatively Analysis of various Vulnerabilities occur in Google Chrome -- Secure Framework for Data Security in Cloud Computing -- An Improved Spider Monkey Optimization Algorithm -- Neural Network Based prediction of Productivity parameters -- Rigorous Data Analysis and Performance Evaluation of Indian Classical Raga Using RapidMiner -- EPQ Model with Product Stewardship Approach -- Loss and Cost Minimization with Enhancement of Voltage Profile of Distribution Systems Using a Modified Differential Evolution Technique -- Integration of GIS, Spatial Data Mining and Fuzzy Logic for Agricultural Intelligence -- Patient-specific Modeling for Pattern Identification in Clinical Events Using Data Mining Models and Evolutionary Computing -- Teaching Learning Based Optimization on Hadoop -- Analysis and Parameter Estimation of Micro Strip Circular Patch Antennas Using Artificial Neural Networks -- Vibrational Frequencies of Parallelogram Plate with Circular Variations in Thickness -- Study and Comparative Analysis of Various Image Spamming Techniques -- On Comparing Performance of Conventional Fuzzy System with Recurrent Fuzzy System -- Application of PSO Clustering for Selection of Chemical Interface Materials for Sensor Array Electronic Nose -- Panorama Generation using Feature based Mosaicing and Modified Graph-cut Blending -- Application of fuzzy multi-criteria approach to assess the water quality of river Ganges -- Efficient multiprocessor scheduling Using Water Cycle Algorithm.…”

The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018)

Obsah: “…Content -- -- Part(1) Swarm intelligence and optimzation -- A Hybrid Grey Wolf-Bat Algorithm for Global Optimization -- Fractional Order Sliding Mode PID Controller/Observer for Continuous Nonlinear Switched Systems with PSO Parameter Tuning -- Modified Optimal Foraging Algorithm for Parameters Optimization of Support Vector Machine -- Pareto based Bat Algorithm for Multi Objectives Multiple Constraints Optimization in GMPLS Networks -- Fish Image Segmentation using Salp Swarm Algorithm -- Swarming behaviors of chicken for predicting posts on Facebook branding pages -- Enhancing AGDE algorithm using population size reduction for global numerical optimization -- Simulated Annealing based Quantum Inspired Automatic Clustering Technique -- Hybrid grasshopper optimization algorithm and support vector machines for automatic seizure detection in EEG Signals -- A Novel Genetic Algorithm Based k-means Algorithm for Cluster Analysis -- Pairwise Global Sequence Alignment using Sine-Cosine Optimization Algorithm -- An automated fish species identification system based on crow search algorithm -- Part(2) Fuzzy Logic and applications -- Design and implementation of Fuzzy PID controller into Multi agent Smart Library System Prototype -- Fuzzy Logic controller with color vision system tracking for mobile manipulator robot -- Interactive Fuzzy Cellular Automata for Fast Person Re-Identification -- Decision Support System for Determination of Forces Applied in Orthodontic based on Fuzzy Logic -- Part (3) Advanced Machine Learning and Applications -- Behaviorally-Based Textual Similarity Engine for Matching Job-Seekers with Jobs -- Machine Learning: A Convergence of Emerging Technologies in Computing -- Discrimination of Satellite Signals from Opencast Mining of Mineral Ores of Hematite and Uranium using Digital Image Processing and Geostatistical Algorithms -- Detecting Cross-Site Scripting Attacks using Machine Learning -- Text Mining Approach to Extract Associations between Obesity and Arabic Herbal Plants -- A Reinforcement Learning-based Adaptive Learning System -- Performance Evaluation of SVM-Based Amazighe Named Entity Recognition -- Trained Neural Networks Ensembles Weight Connections Analysis -- An Empirical Analysis of User Behavior for P2P IPTV Workloads -- Intelligent Decision Framework to Explore And control Infection Of Hepatitis C Virus -- Supervised Rainfall Learning Model using Machine Learning Algorithms -- Reducing Stage Weight Estimation Error of Slow Task Detection in MapReduce Scheduling -- Analysis of Complete-Link Clustering for Identifying Multi-attributes Software Quality Data -- Student Profile in E-learning Environment Based on Two-Dimensional Ontologies -- Comparative Sentiment Analysis on a Set of Movie Reviews using Deep Learning Approach -- Medical Equipment Failure Rate Analysis Using Supervised Machine Learning -- Part(4) Big data and classification -- Big-Data Aggregating, Linking, Integrating and Representing using Semantic Web Technologies -- Computer Aided Diagnostic System for Automatic Detection of Brain Tumor through MRI Using Clustering Based Segmentation Technique and SVM Classifier -- Feature selection using Genetic algorithm for big data -- Prediction of Liver Diseases Based on Machine Learning Technique for Big Data -- Stance Detection in Tweets Using a Majority Vote Classifier -- A Comparative Study of Classification Methods for Flash Memory Error Rate Prediction -- Opinion extraction and classification of real time YouTube cooking recipes comments -- A Framework for Big Data Analysis in Smart Cities -- Performance Enhancement of Distributed Clustering for Big Data Analytics -- Open Circuit Fault Diagnosis of Cascaded H-Bridge MLI using k-NN Classifier based on PPCA -- Improved Production Key Performance Indicators (KPI's) Using Intelligent-Manufacturing Execution Systems (I-MES) -- Improving Land-Cover and Crop-Types Classification of Sentinel-2 Satellite Images -- GPU-based CAPSO with N-Dimension Particles -- Machine Learning and Big Data Processing: A Technological Perspective and Review -- Harnessing the power of Big Data in Science -- Building Online Social Network Dataset for Arabic Text Classification -- Breast Cancer Detection and Classification using Thermography: A Review -- An Optimized K-Nearest Neighbor Algorithm for Extending Wireless Sensor Network Lifetime -- Efficient Sentiment Analysis Approach Using Feature Selection and Classifier Ensemble -- Part(5) Intelligent Systems and Applications -- Development of an Ontology Based Solution for Energy Saving Through a Smart Home in the City of Adrar in Algeria -- Embeddings of Categorical Variables for Sequential Data in Fraud Context -- Hybrid Information Filtering Engine for Personalized Job Recommender System -- Behaviorally-Based Textual Similarity Engine for Matching Job-Seekers with Jobs -- Adaptive Task Scheduling on Multicore Processors -- PFastNCA: Parallel Fast Network Component Analysis for gene regulatory network -- Robots That Can Mix Serious With Fun -- Dialect versus MSA Sentiment Analysis -- Energy Aware Optimized Hierarchical Routing Technique for Wireless Sensor Networks -- Multi-filter Score-level Fusion for Fingerprint Verification -- Color Image Segmentation of Fishes with Complex Background in Water -- Analysis of Credit Risk Prediction using ARSkNN -- Dental Age Estimation in East Asian Population with Least Squares Regression -- Text Mining Approach to Analyse Stock Market Movement -- Stock Market Real Time Recommender Model Using Apache Spark Framework -- Patient Fingerprint Minutiae based Medical Image Watermarking and Adaptive Integrity -- Toward a Secure and Robust Medical Image Watermarking in Untrusted Environment -- Gray matter volume abnormalities in the reward system in first-episode patients with major depressive disorder .…”

Advances in Intelligent Information Hiding and Multimedia Signal Processing Proceedings of the Thirteenth International Conference on Intelligent Information Hiding and Multimedia...

Obsah: “…Extraction of EEG Components Based on Time-frequency Blind Source Separation -- An Algorithm for Asymmetric Clipping Detection based on Parameter Optimization -- Automatic Facial Age Estimate based on Convolution Neural Network -- Fast Intra Mode Decision Algorithm for 3D-HEVC Transcoding XiuJun -- Implementation of a Drone-based Video Streamer -- Dialog-based Interactive Movie Recommendation: Comparison of Dialog Strategies -- A Study on 2D Photo-Realistic Facial Animation Generation Using 3D Facial Feature Points and Deep Neural Networks -- Towards an Interrogation Speech Manipulation Detection Method using Speech Fingerprinting -- An Automatic Detection Method for Morse Signal based on Machine Learning -- Capacity Reduction of Distribution Transformer by Harmonic Effect -- Building of a Practical Monitoring System for the Small Wind Turbine -- A Survey of Secret Sharing Schemes based on Latin Squares -- A Pre-assigned Key Management Scheme for Heterogeneous Wireless Sensor Networks -- A Protocol Vulnerability Analysis Method Based on Logical Attack Graph -- A New Approach of Shape Recognition with Ane Invariance based on HSC.…”

Process Control Theory and Applications / Autor Corriou, Jean-Pierre

Singular Spectrum Analysis with R Autor Golyandina, Nina

Creep and Hygrothermal Effects in Concrete Structures Autor Bažant, Zdeněk P.

Time Series Analysis and Forecasting Selected Contributions from ITISE 2017 /

Obsah: “…Preface -- Advanced Mathematical Methodologies in Time Series -- Forecasting via Fokker-Planck using conditional probabilities -- Cryptanalysis of a Random Number Generator Based on a Chaotic Ring Oscillator -- Further Results on Robust Multivariate Time Series Analysis in Nonlinear Models with Autoregressive and t-Distributed Errors -- A New Estimation Technique for AR(1) Model with Long-tailed Symmetric Innovations -- Prediction of High-Dimensional Time Series with Exogenous Variables Using Generalized Koopman Operator Framework in Reproducing Kernel Hilbert Space -- Eigenvalues distribution limit of covariance matrices with AR processes entries -- Computational Intelligence Methods for Time Series -- Deep Learning for Detection of BGP Anomalies -- Using Scaling Methods to Improve Support Vector Regression's Performance for Travel Time and Traffic Volume Predictions -- Dimensionality Reduction and Similarity Measures in Time Series -- Linear Trend Filtering via Adaptive Lasso -- Detecting Discords in Quasi Periodic Time-series Data - A Case Study with Electrocardiogram Data -- Similarity Analysis of Time Interval Data Sets - A Graph Theory Approach -- Logical Comparison Measures in Classification of Data -- Econometric Models -- Asymptotic and Bootstrap Tests For a Change in Autoregression Omitting Variability Estimation -- Distance Between VARMA Models and its Application to Spatial Differences Analysis in the Relationship GDP - Unemployment Growth Rate in Europe -- Copulas for Modeling the Relationship between the Inflation and the Exchange Rates -- Energy Time Series Forecasting -- Fuel Consumption Estimation for Climbing Phase -- Time Series Optimization for Energy Prediction in Wi-Fi Infrastructures -- An econometric analysis of the merit order effect in electricity spot price: the Germany case -- Forecasting in Real Problems -- The analysis of variability of short data sets based on Mahalanobis distance calculation and surrogate time series testing -- On generalized additive models with dependent time series covariates -- A Bayesian Approach to Astronomical Time Delay Estimations -- Further Results on a Modified EM Algorithm for Parameter Estimation in Linear Models with Time-Dependent Autoregressive and t-Distributed Errors. .…”

Trends and Perspectives in Linear Statistical Inference LinStat, Istanbul, August 2016 /

Obsah: “…Zhu) -- Statistical inference for two-compartment model parameters with bootstrap method and genetic algorithm (Ö. …”

Recent Advances in Information and Communication Technology 2017 Proceedings of the 13th International Conference on Computing and Information Technology (IC2IT) /

Frontiers in PDE-Constrained Optimization

Dynamic factor models

Computational Intelligence for Pattern Recognition

Obsah: “…Robust Constrained Concept Factorization -- An Automatic Cycling Performance Measurement System Based on ANFIS -- Fuzzy Classifiers Learned Through SVMs With Application to Specific Object Detection and Shape Extraction Using an RGB-D Camera -- Low Cost Parkinson's Disease Early Detection and Classification Based on Voice and Electromyography Signal -- Particle Swarm Optimization Based HMM Parameter Estimation for Spectrum Sensing in Cognitive Radio System -- Improving Sparse Representation-Based Classification Using Local Principal Component Analysis -- Fuzzy Choquet Integration of Deep Convolutional Neural Networks for Remote Sensing -- Computational Intelligence for Pattern Recognition in EEG Signals -- Neural Network Based Physical Disorder Recognition for Elderly Health Care -- Deep Neural Networks for Structured Data -- Recognizing Subtle Micro-Facial Expressions Using Fuzzy Histogram of Optical Flow Orientations and Feature Selection Methods -- Granular Computing Techniques for Bioinformatics Pattern Recognition Problems in Non-Metric Spaces -- Multi-Classifier-Systems: Architectures, Algorithms and Applications -- Learning Label Dependency and Label Preference Relations in Graded Multi-Label Classification -- Improved Deep Neural Network Object Tracking System for Applications in Home Robotics.…”

Emerging Applications of Control and Systems Theory A Festschrift in Honor of Mathukumalli Vidyasagar /

Obsah: “…Collective Control of Multiple Constant-Speed UAVs with Wind Effect -- Optimization for Metabolic Rate Estimation in Hyperpolarized Carbon-13 MRI -- Control and Systems Theory for Advanced Manufacturing -- Network Systems in Science and Technology -- Robustness Scaling in Large Networks -- Feedback Control for Distributed MIMO Communications -- Control Systems Theory Applications in Synthetic Biology -- Manipulating Time: A Model Predictive Control Approach to Circadian Entrainment -- Robust Transportation on Graphs -- Identification of Dynamical Networks -- Hierarchical Decentralized Control for Networked Dynamical Systems with Global/Local Objectives -- Dynamic Modelling of Bacterial Plasmids: Transfer and Curing within Populations -- Novel Systems and Control Directions in Integration of Renewable Electric Energy into Power Grids -- The Prices of Packets and Watts -- System Completion Problem: Theory and Applications -- Optimal Actuator/Sensor Location for Distributed Parameter Systems -- Feedback and Control in Biological Circuit Design -- Privacy in Networks of Interacting Agents -- Differential Analysis of Nonlinear Feedback Circuits -- Characterization of Distributed Controllers for Multi-Agent Coordination -- Curvature and the Robustness of Biological Networks -- Networked Parallel Algorithms for Robust Convex Optimization with Nonlinear Uncertainties -- On the Consensus Problem for Multi-Agent Systems with Positivity Constraints -- Hypertracking beyond the Nyquist Frequency.…”

Silicon Photonics & High Performance Computing Proceedings of CSI 2015 /

Obsah: “…Tackling Supply Chain Management Through High Performance Computing: Opportunities and Challenges -- Energy Theft Identification in Smart Grid -- Voltage Stability Analysis for Planning and Operation of Power System -- Application of Distributed Static Series Compensator for Improvement of Power System Stability -- A Novel Transmission Power Efficient Routing in Cognitive Radio Networks Using Game Theory -- Study of Effect of Strain, Quantum Well Width and Temperature on Optical Gain in Nano-Heterostructures -- A Survey on Scheduling Algorithms for Parallel and Distributed Systems -- Analysis of On Chip Optical Source Vertical Cavity Surface Emitting Laser (VCSEL) -- Photonic Crystal Based Sensor for DNA Analysis of Cancer Detection -- Real Time QoS Performance Analysis for Multimedia Traffic in an Optical Network -- An Optimized Design of Complex Multiply-Accumulate (MAC) Unit in Quantum Dot Cellular Automata (QCA) -- Modification of L2 Learning Switch Code for Firewall Functionality in POX Controller -- Estimation Procedure of Improved High Resolution DOA of Coherent Signal Source for Underwater Applications with Existing Techniques -- Finite Element Analysis of Fiber Optic Concentric Composite Mandrel Hydrophone for Underwater Condition -- A Simulation Study of Design Parameter for Quantum Dot Based Solar Cells.…”

Information and Decision Sciences Proceedings of the 6th International Conference on FICTA /

Obsah: “…Adaptive Parameter Estimation Based Drug Delivery ystem for Blood Pressure Regulation -- 49. …”