Arama Sonuçları - "features selection"

Recent Advances in Ensembles for Feature Selection Yazar: Bolón-Canedo, Verónica, Alonso-Betanzos, Amparo

İçindekiler: “…Basic concepts -- Feature selection -- Foundations of ensemble learning -- Ensembles for feature selection -- Combination of outputs -- Evaluation of ensembles for feature selection -- Other ensemble approaches -- Applications of ensembles versus traditional approaches: experimental results -- Software tools -- Emerging Challenges. .…”
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Advances in Feature Selection for Data and Pattern Recognition

İçindekiler: “…An Introduction -- Attribute Selection Based on Reduction of Numerical Attribute During Discretization -- Improving Bagging Ensembles for Class Imbalanced Data by Active Learning -- Optimization of Decision Rules Relative to Length Based on Modified Dynamic Programming Approach -- Ranking-Based Rule Classifier Optimisation -- Attribute Selection in a Dispersed Decision-Making System -- Feature Selection Approach for Rule-based Knowledge Bases -- Feature Selection with a Genetic Algorithm for Classification of Brain Imaging Data.…”
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Feature Selection and Enhanced Krill Herd Algorithm for Text Document Clustering Yazar: Abualigah, Laith Mohammad Qasim

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Intelligent decision support systems applications in signal processing

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Machine Learning Paradigms: Theory and Application

İçindekiler: “…Part I: Machine Learning in Feature Selection -- Hybrid Feature Selection Method Based On The Genetic Algorithm And Pearson Correlation Coefficient -- Weighting Attributes and Decision Rules through Rankings and Discretisation Parameters -- Greedy Selection of Attributes to be Discretised -- Part II: Machine Learning in Classification and Ontology -- Machine learning for Enhancement Land Cover and Crop Types Classification.…”
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Natural Computing for Unsupervised Learning

İçindekiler: “…Introduction -- Part I - Basic Natural Computing Techniques for Unsupervised Learning -- Hard Clustering using Evolutionary Algorithms -- Soft Clustering using Evolutionary Algorithms -- Fuzzy / Rough Set Systems for Unsupervised Learning -- Unsupervised Feature Selection using Evolutionary Algorithms -- Unsupervised Feature Selection using Artificial Neural Networks -- Part II - Advanced Natural Computing Techniques for Unsupervised Learning -- Hybrid Genetic Algorithms for Feature Subset Selection in Model-Based Clustering -- Nature-Inspired Optimization Approaches for Unsupervised Feature Selection -- Co-Evolutionary Approaches for Unsupervised Learning -- Mining Evolving Patterns using Natural Computing Techniques -- Multi-objective Optimization for Unsupervised Learning -- Many-objective Optimization for Unsupervised Learning -- Part III - Applications -- Unsupervised Identification of DNA-binding Proteins using Natural Computing Techniques -- Parallel Solution-based Natural Clustering Techniques on Railway Engineering data -- Natural Computing Techniques for Community Detection on Online Social Networks -- Big Data Challenges and Scalability in Natural Computing for Unsupervised Learning -- Conclusion.…”
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Unsupervised Learning Algorithms

İçindekiler: “…Introduction -- Feature Construction -- Feature Extraction -- Feature Selection -- Association Rule Learning -- Clustering -- Anomaly/Novelty/Outlier Detection -- Evaluation of Unsupervised Learning -- Applications -- Conclusion.…”
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Granular Neural Networks, Pattern Recognition and Bioinformatics Yazar: Pal, Sankar K., Ray, Shubhra S., Ganivada, Avatharam

İçindekiler: “…Introduction to Granular Computing, Pattern Recognition and Data Mining -- Classification using Fuzzy Rough Granular Neural Networks -- Clustering using Fuzzy Rough Granular Self-Organizing Map -- Fuzzy Rough Granular Neural Network and Unsupervised Feature Selection.…”
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Data-Driven Technology for Engineering Systems Health Management Design Approach, Feature Construction, Fault Diagnosis, Prognosis, Fusion and Decisions / Yazar: Niu, Gang

İçindekiler: “…Background of Systems Health Management -- Design Approach for Systems Health Management -- Overview of Data-driven PHM -- Data Acquisition and Preprocessing -- Statistic Feature Extraction -- Feature Selection Optimization -- Intelligent Fault Diagnosis Methodology -- Science of Prognostics -- Data Fusion Strategy -- System Support and Logistics.…”
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Data Management, Analytics and Innovation Proceedings of ICDMAI 2018, Volume 1 /

İçindekiler: “…Improved Rotated Local Binary Pattern -- An Introduction to Quantum Search Algorithm and Its Implementation -- Smart Waste Management for Segregating Different Types of Waste -- Performance Evaluation and Analysis of Feature Selection Algorithms -- Vertex Importance Extension of Betweenness Centrality Algorithm -- Privacy Protection Data Analytics in Smart Home Environments with Secure Computaion.…”
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Nature Inspired Optimization Techniques for Image Processing Applications

İçindekiler: “…Firefly Optimization Based Improved Fuzzy Clustering for CT/MR Image Segmentation -- Bat Optimization based Vector Quantization Algorithm for Medical Image Compression -- An Assertive Framework for Automatic Tamil Sign Language Recognition System using Computational Intelligence -- Improved detection of steganographic algorithms in spatial LSB stego images using hybrid GRASP-BGWO optimisation -- Nature inspired optimization techniques for Image Processing - A short review -- Application of Ant Colony Optimization for Enhancement of Visual Cryptography Images -- Plant phenotyping through Image analysis using nature inspired optimization techniques -- Cuckoo Optimization Algorithm (COA) for image processing -- Artificial Bee Colony Based Feature Selection for Automatic Skin Disease Identification of Mango Fruit -- Analyzing the Effect of Optimization Strategies in Deep Convolutional Neural Network -- A Novel Underwater Image Enhancement Approach with Wavelet Transform Supported by Differential Evolution Algorithm -- Feature Selection in Fetal Biometrics for Abnormality Detection in Ultrasound Images.…”
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Rotating Machinery and Signal Processing Proceedings of the First Workshop on Signal Processing Applied to Rotating Machinery Diagnostics, SIGPROMD'2017, April 09-11, 2017, Setif,...

İçindekiler: “…From the content: Feature Selection Scheme Based on Pareto Method for Gearbox Fault Diagnosis -- A Intelligent Gear Fault Diagnosis in Normal and Non-Stationary Conditions Based on Instantaneous Angular Speed, Differential Evolution and Multi-class Support Vector Machine -- Effect of Input Data on The Neural Networks Performance Applied in Bearing Fault Diagnosis.…”
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11th International Conference on Practical Applications of Computational Biology & Bioinformatics

İçindekiler: “…Processing 2D gel electrophoresis images for efficient Gaussian mixture modeling -- Development of text mining tools for information retrieval from patents -- Multidimensional Feature Selection and Interaction Mining with Decision Tree based ensemble methods -- Study of the Epigenetic Signals in the Human Genome -- An Ensemble Approach for Gene Selection in Gene Expression Data -- Dissimilar Symmetric Word Pairs in the Human Genome.…”
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Evolutionary and Swarm Intelligence Algorithms

İçindekiler: “…Swarm and Evolutionary Computation -- Particle Swarm Optimization -- Artificial Bee Colony Algorithm Variants and Its Application to Colormap Quantization -- Spider Monkey Optimization Algorithm -- Genetic Algorithm and Its Advances in Embracing Memetics -- Constrained Multi-Objective Evolutionary Algorithm -- Genetic Programming for Classification and Feature Selection -- Genetic Programming for Job Shop Scheduling -- Evolutionary Fuzzy Systems: A Case Study for Intrusion Detection Systems.…”
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Techniques and Environments for Big Data Analysis Parallel, Cloud, and Grid Computing /

İçindekiler: “…Introduction to Big Data Analysis -- Parallel Environments -- A Deep Dive into the Hadoop World to Explore its Various Performances -- Natural Language Processing and Machine Learning for Big Data -- Big Data and Cyber Foraging: Future Scope and Challenges -- Parallel GA in Big Data Analysis -- Evolutionary Algorithm Based Techniques to Handle Big Data -- Statistical and Evolutionary Feature Selection Techniques Parallelized using MapReduce Programming Model -- A Data Aware Scheme for Scheduling Big-Data Applications on SAVANNA Hadoop -- The Role of Grid Technologies: A Next Level Combat with Big Data.…”
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Computational and Statistical Methods in Intelligent Systems

İçindekiler: “…An Analytical Modeling for Leveraging Scalable Communication in IoT for Inter-Domain Routing -- Multi-Hybrid SMOTE Cost Sensitive Ensemble Approach for Software Defect Prediction -- Alternative Approach to Fisher's Exact Test with Application in Pedagogical Research -- Development of the Forecasting Component of the Decision Support System for the Regulation of Inter-regional Migration Processes -- Using Blockchain Technology to Improve N-version Software Dependability -- Enhancing Feature Selection with Density Cluster for Better Clustering -- Enhancing Concurrent ETL Task Schedule with Altruistic Strategy -- A Binary Percentile Sin-Cosine Optimisation Algorithm Applied to the Set Covering Problem -- Particular Analysis of Normality of Data in Applied Quantitative Research -- Towards Smartphone-based Navigation for Visually Impaired People.…”
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Proceedings of the 2nd International Conference on Healthcare Science and Engineering

İçindekiler: “…Viral Quasispecies Spectrum Reconstruction via Coloring the Vertex in the Weighted Read Conflict Graph -- Robust feature selection method of Radiomics for grading glioma -- Cardiovascular Disease Risk Prediction based on Random Forest -- ECG Beat Classification based on Deep Bi-directional Long Short-term Memory Recurrent Neural Network -- Deep Convolutional Neural Networks for Electrocardiogram Classification -- Transfer Learning based Behavior Task Decoding from Brain Activity -- Fine-tuning ResNet for Breast Cancer Classification from Mammography -- Lung Sounds Diagnosis with Deep Convolutional Neural Network and Two-Stage Pipeline Model -- An Improved Data Anonymization Algorithm for Incomplete Medical Dataset Publishing -- ECG Classification Based on Long Short-Term Memory Networks.…”
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Proceedings of International Conference on Computational Intelligence and Data Engineering Proceedings of ICCIDE 2018 /

İçindekiler: “…Performance Evaluation of Guest Operating System Following Obliteration of Pre-Installed Features -- Formalization of SOA Design Patterns Using Model-Based Specication Technique -- Computational Analysis of Differences in Indian and American Poetry -- Feature Selection for Driver Drowsiness Detection -- Monitoring and Recommendations of Public Transport Using GPS Data -- An Efficient Automatic Brain Tumor Classification using LBP Features and SVM based Classifier -- Analyzing Student Performance in Engineering Placement Using Data Mining -- Cepstrum Based Road Surface Recognition Using Long Range Automotive Radar -- Market Data Analysis by Using Support Vector Machine Learning Technique -- Pre-processing Techniques for Detection of Blurred Images -- Automatic Edge Detection and Growth Prediction of Pleural Effusion Using Raster Scan Algorithm -- Automatic Evaluation of Programming Assignments Using Information Retrieval Techniques.…”
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Socio-cultural Inspired Metaheuristics

İçindekiler: “…Optimum Design of Four Mechanical Elements Using Cohort Intelligence Algorithm -- Premier League Championship Algorithm: a multi-population based Algorithm and its Application on Structural Design Optimization -- Socio-inspired Optimization Metaheuristics: A Review -- Social Group Optimization Algorithm for Pattern Optimization in Antenna Arrays -- A Self-organizing Multi-agent Cooperative Robotic System: An Application of Cohort Intelligence Algorithm -- Feature Selection for Vocal Segmentation Using Social Emotional Optimization Algorithm -- Simultaneous Size and Shape Optimization of Dome-shaped Structures Using Improved Cultural Algorithm -- A Socio-Based Cohort Intelligence Algorithm for Integer Discrete and Mixed Design Variables Engineering Problems -- Maximizing Profits in Crop Planning Using Socio Evolution and Learning Optimization -- Application of Cohort- intelligence Variations Designing Fractional PID Controller for Various Systems.…”
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Proceedings of Second International Conference on Electrical Systems, Technology and Information 2015 (ICESTI 2015)

İçindekiler: “…Computational Intelligence based Regulation of the DC bus in the On-Grid Photovoltaic System -- Virtual Prototyping of a Compliant Spindle for Robotic Deburring -- A Concept of Multi Rough Sets Defined on Multi-Contextual Information Systems -- Coordinates Modelling of the Discrete Hexapod Manipulator via Artificial Intelligence -- An Object Recognition in Video Image Using Computer Vision -- Comparative Study on Mammogram Image Enhancement Methods According to the Determinant of Radiography Image Quality -- Clustering and Principal Feature Selection Impact for Internet Traffic Classification Using K-NN -- Altitude Lock Capability Benchmarking: Type 2 Fuzzy, Type 1 Fuzzy, and Fuzzy-PID with Extreme Altitude Change as a Disturbance -- Indonesian Dynamic Sign Language Recognition at Complex Background with 2D Convolutional Neural Networks -- Image-based Distance Change Identification by Segment Correlation -- Situation Awareness Assessment Mechanism for a Telepresence Robot.…”
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