Výsledky vyhledávání - algorithm parameters

Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic Autor Olivas, Frumen

The GLOBAL Optimization Algorithm Newly Updated with Java Implementation and Parallelization / Autor Bánhelyi, Balázs

New Trends in Parameter Identification for Mathematical Models

Obsah: “…Posterior contraction in Bayesian inverse problems under Gaussian priors -- Convex regularization of discrete-valued inverse problems -- Algebraic reconstruction of source and attenuation in SPECT using first scattering measurements -- On l1-regularization under continuity of the forward operator in weaker topologies -- On self-regularization of ill-posed problems in Banach spaces by projection methods -- Monotonicity-based regularization for phantom experiment data in electrical impedance tomography -- An SVD in Spherical Surface Wave Tomography -- Numerical Studies of Recovery Chances for a Simplified EIT Problem -- Bayesian updating in the determination of forces in Euler-Bernoulli beams -- On nonstationary iterated Tikhonov methods for ill posed equation in Banach spaces -- The product midpoint rule for Abel-type integral equations of the first kind with perturbed data -- Heuristic parameter choice in Tikhonov method form minimizers of the quasi-optimality function -- Modification of Iterative Tikhonov Regularization Motivated by a Problem of Identification of Laser Beam Quality Parameters -- Tomographic terahertz imaging using sequential subspace optimization -- Adaptivity and Oracle Inequalities in Linear Statistical Inverse Problems: a (numerical) survey -- Relaxing Alternating Direction Method of Multipliers (ADMM) algorithm for linear inverse problems.…”

Classes of Directed Graphs

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.…”

The Tower of Hanoi - Myths and Maths Autor Hinz, Andreas M.

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

Proceedings of the 2nd Workshop on Communication Security Cryptography and Physical Layer Security /

A Metaheuristic Approach to Protein Structure Prediction Algorithms and Insights from Fitness Landscape Analysis / Autor Jana, Nanda Dulal

Obsah: “…Metaheuristic Protein Structure Prediction-An Overview -- Related Works -- Continuous Landscape Analysis using Random Walk Algorithm -- Landscape Characterization and Algorithms Selection for the PSP Problem -- The Levy distributed Parameter Adaptive Metaheuristic Algorithm for Protein Structure Prediction -- Protein Structure Prediction using Improved Variants of Metaheuristic Algorithms -- Hybrid Metaheuristic Approach for Protein Structure Prediction -- Conclusions and Future Research.…”

Handbook of Floating-Point Arithmetic Autor Muller, Jean-Michel

Computational intelligence and predictive analysis for medical science : a pragmatic approach /

Obsah: “…Classification and clustering algorithms in identifying patterns in medical science --…”

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: “…A Two-Step Procedure and Performance Analysis of Identification Algorithm for Hammerstein Time Delay System /…”

Combustion Optimization Based on Computational Intelligence Autor Zhou, Hao

Obsah: “…The influence of combustion parameters on NOx emissions and carbon burnout -- Modeling methods for combustion characteristics -- Neural network modeling of combustion characteristics -- Support vector machine modeling the combustion characteristics -- Combining neural network or support vector machine with optimization algorithms to optimize the combustion -- Online combustion optimization system.…”

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.…”

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.…”

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 .…”

Geosynchronous SAR: System and Signal Processing Autor Long, Teng

Likelihood-Free Methods for Cognitive Science Autor Palestro, James J.

Innovative Computing, Optimization and Its Applications Modelling and Simulations /

Obsah: “…A Performance Analysis of DF Model in the Energy Harvesting Half-duplex and Full-Duplex Relay Networks -- A Model of Swarm Intelligence Based Optimization Framework Adjustable According to Problems -- Domain Model Definition for Domain-Specific RuleGeneration Using Variability Model -- A set-partitioning-based model to save cost on the import processes -- Combining Genetic Algorithm with Variable Neighborhood Search for MAX-SAT -- Enzyme classification on DUD-E database using Logistic Regression Ensemble (Lorens) -- Consolidation of Host-Based Mobility Management Protocols in Wireless Mesh Network -- Application of parallel computing technologies for numerical simulation of air transport in the human nasal cavity -- Genetic Algorithms-based Techniques for Solving Dynamic Optimization Problems with Unknown Active Variables and Boundaries -- Text Segmentation Methods: A Critical Review -- On-Line Power Systems Security Assessment Using Data Stream Random Forest Algorithm Modification -- Enhanced Security of Internet Banking Authentication with Extended Honey Encryption (XHE) Scheme -- An Enhanced Possibilistic Programming Model with Fuzzy Random Confidence-Interval for Multi-Objective Problem -- A Crowdsourcing Approach for Volunteering System -- One Dimensional Vehicle Tracking Analysis in Vehicular Ad hoc Networks -- Parallel Coordinates Visualization Tool on the Air Pollution Data for Northern Malaysia -- Application of Artificial bee colony algorithm for model parameter identification -- A novel weighting scheme applied to improve the text document clustering techniques -- A Methodological Framework To Emulate The Visual Of Malaysian Shadow Play With Computer-Generated Imagery -- Performance Evaluation of Hot Mix Asphalt Concrete by Using Polymeric Waste Polyethylene.…”