Arama Sonuçları - "support-vector machine"

Twin Support Vector Machines Models, Extensions and Applications / Yazar: Jayadeva, Khemchandani, Reshma, Chandra, Suresh

İçindekiler: “…Introduction -- Generalized Eigenvalue Proximal Support Vector Machines -- Twin Support Vector Machines (TWSVM) for Classification -- TWSVR: Twin Support Vector Machine Based Regression -- Variants of Twin Support Vector Machines: Some More Formulations -- TWSVM for Unsupervised and Semi-Supervised Learning -- Some Additional Topics -- Applications Based on TWSVM -- References.…”
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Proceedings of the 10th International Conference on Rotor Dynamics - IFToMM Vol. 2 /

İçindekiler: “…Crack Detection and Dynamic Analysis of a Cracked Rotor with Soft Bearings Using Different Methods of Solution -- Nuclear Reactor Heat Transfer Pump Rotordynamic Based Diagnostics and field Data Model Reconciliation -- Performance Analysis of Support Vector Machine and Wavelet Packet Transform based Fault Diagnostics of Induction Motor at Various Operating Conditions -- Multi Fault Diagnosis of Centrifugal Pumps with Time, Frequency and Wavelet based Features using Support Vector Machines -- Interpretation of Dynamic Data Plots for Troubleshooting and Resolving Vibration in Large Rotating Machinery -- Prediction of Dynamic Characteristics Induced by Rubbing Between Rotating Blade and Casing -- Application of Machine Learning in Diesel Engines Fault Identification -- Detection of Cracks in a Rotating Shaft Using Density Characterization of Orbit Plots -- Model-Based Vibration Condition Monitoring for Fault Detection and Diagnostics Applied to Large Hydro Generators -- Monitoring of Induction Motor Mechanical and Electrical Faults by Optimum Multiclass-Support Vector Machine Algorithms Using Genetic Algorithm -- Application of Deep Stacked Auto-Encoder Neural Networks to Feature Learning for Intelligent Diagnosis of Machine Condition.…”
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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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Big Data in Engineering Applications

İçindekiler: “…Big Data Applications in Education and Health Care -- Analysis of Compressive strength of alkali activated cement using Big data analysis -- Application of cluster based AI methods on daily streamflows -- Bigdata applications to smart power systems -- Big Data in e-commerce -- Interaction of Independent Component Analysis (ICA) and Support Vector Machine (SVM) in exploration of Greenfield areas -- Big Data Analysis of decay Coefficient of Naval Propulsion Plant -- Information Extraction and Text Summarization in documents using Apache Spark -- Detecting Outliers from Big Data Streams -- Machine Learning in Big Data Applications.…”
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Soft Computing and Medical Bioinformatics Yazar: Muppalaneni, Naresh Babu, Ma, Maode, Gurumoorthy, Sasikumar

İçindekiler: “…Cognitive State Classifiers For Identifying Brain Activities -- Classification of Abnormal Blood Vessels in Diabetic Retinopathy using Neural Network -- Design and Implementation of Intelligent System to Detect Malicious Facebook posts using Support Vector Machine (SVM) -- A Novel Evolutionary Automatic Clustering Technique by Unifying Initial Seed Selection Algorithms and K-Means into Teaching-Learning-Based Optimization -- A Novel Level Based Dna Security Algorithm Using DNA Codons -- Construction of Breast Cancer Based Protein Protein Interaction Network Using Multiple Sources of Datasets -- Hybridizing spectral clustering with shadow clustering.…”
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Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing

İçindekiler: “…Impact of Transactive Memory Systems on Team Performance and the Moderating Effect of Joint Decision Making -- Customers' Continuous Usage Intention of Virtual Reality (VR) Product -- A Study on The Method of Removing Code Duplication Using Code Template -- ICBM-based Smart Farm Environment Management System -- Design of I-beacon based distribution route management system to prevent the spread of Livestock disease -- Optimal energy management system design for Smart Cattle shed -- A new polynomial algorithm for Cluster Deletion problem -- A Study on the Lie Detection of Telephone Voices Using Support Vector Machine -- A Study on the Factors Affecting a Switch to Centralized Cloud Computing for Local Government Information System -- An efficient technique of detecting program plagiarism through program slicing.…”
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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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Machine Intelligence and Signal Analysis

İçindekiler: “…Chapter 1: Detecting R-peaks in Electrocardiogram signal using Hilbert envelope -- Chapter 2: Lung Nodule Identification and Classification from Distorted CT Images for Diagnosis and Detection of Lung Cancer -- Chapter 3: Baseline wander and power-line interference removal from ECG signals using Fourier decomposition method -- Chapter 4: Baseline wander and power-line interference removal from ECG signals using Fourier decomposition method -- Chapter 5: An Empirical Analysis of Instance-based Transfer Learning Approach on Protease Substrate Cleavage Sites Prediction -- Chapter 6: Comparison analysis: single and multichannel EMD based filtering with application to BCI -- Chapter 7: A 2-norm Squared Fuzzy-based Least Squares Twin Parametric-margin Support Vector Machine -- Chapter 8: Redesign of a Railway Coach for Safe and Independent Travel of Elderly.…”
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Advances in Internet, Data and Web Technologies The 7th International Conference on Emerging Internet, Data and Web Technologies (EIDWT-2019) /

İçindekiler: “…A Fuzzy-based System for Cloud-Fog-Edge Selection in VANETs -- A Fuzzy-based System for Selection of Actor Nodes in WSANs Considering Actor Reliability and Load Distribution -- IoT Device Selection in Opportunistic Networks: A Fuzzy Approach Considering IoT Device Failure Rate -- A Comparison Study for Chi-square and Uniform Client Distributions by WMN-PSOSA Simulation System for WMNs -- Linguistic-based Security in Fog and Cloud Computing -- Terminal Access Data Anomaly Detection Based on GBDT for Power User Electric Energy Data Acquisition System -- Evaluating Indoor Location Triangulation Using Wi-Fi Signals -- Load and Price Forecasting in Smart Grids Using Enhanced Support Vector Machine -- Understanding Students Personality to Detect Their Learning Differences -- Hybrid Approach for Heart Disease Prediction Using Data Mining Techniques -- TCP with Network Coding Performance Under Packet Reordering.…”
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Learning from Data Streams in Evolving Environments Methods and Applications /

İçindekiler: “…Chapter1: Transfer Learning in Non-Stationary Environments -- Chapter2: A new combination of diversity techniques in ensemble classifiers for handling complex concept drift -- Chapter3: Analyzing and Clustering Pareto-Optimal Objects in Data Streams -- Chapter4: Error-bounded Approximation of Data Stream: Methods and Theories -- Chapter5: Ensemble Dynamics in Non-stationary Data Stream Classification -- Chapter6: Processing Evolving Social Networks for Change Detection based on Centrality Measures -- Chapter7: Large-scale Learning from Data Streams with Apache SAMOA -- Chapter8: Process Mining for Analyzing Customer Relationship Management Systems A Case Study -- Chapter9: Detecting Smooth Cluster Changes in Evolving Graph Sequences -- Chapter10: Efficient Estimation of Dynamic Density Functions with Applications in Data Streams -- Chapter11: A Survey of Methods of Incremental Support Vector Machine Learning -- Chapter12: On Social Network-based Algorithms for Data Stream Clustering.…”
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Progress in Advanced Computing and Intelligent Engineering Proceedings of ICACIE 2017, Volume 2 /

İçindekiler: “…Secured Cloud-based Federation for EHR using Multi-Authority ABE -- A Brief Study on Build Failures in Continuous Integration: Causation and Effect -- Web Services Regression Testing through Automated Approach -- Challenges to Cloud PLM Adoption -- Evaluation of Neuropsychological Tests in Classification of Alzheimer's Disease -- Brain Tumor Classification for MR Imaging Using Support Vector Machine -- Intelligent Mobile Agent Framework for Searching popular e-Advertisements -- Medicinal Plant Information Extraction System: A Text Mining Based Approach -- Population Dynamics Indicators for Evolutionary Many-Objective Optimization -- Order Reduction of Discrete System Models Employing Mixed Conventional Techniques and Evolutionary Techniques -- MCC and Big Data Integration for Various Technological Frameworks -- Mobility Predication for Dynamic Location Area in Cellular Network Using Super Vector Regression -- Improved SLReduct Framework for Stress Detection using Mobile Phone Sensing -- A Non-autonomous Ecological Model with Some Applications -- On the Category of Quantale Semimodules.…”
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Recent Advances in Intelligent Image Search and Video Retrieval

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Python for Probability, Statistics, and Machine Learning Yazar: Unpingco, José

İçindekiler: “…Introduction -- Part 1 Getting Started with Scientific Python -- Installation and Setup -- Numpy -- Matplotlib -- Ipython -- Jupyter Notebook -- Scipy -- Pandas -- Sympy -- Interfacing with Compiled Libraries -- Integrated Development Environments -- Quick Guide to Performance and Parallel Programming -- Other Resources -- Part 2 Probability -- Introduction -- Projection Methods -- Conditional Expectation as Projection -- Conditional Expectation and Mean Squared Error -- Worked Examples of Conditional Expectation and Mean Square Error Optimization -- Useful Distributions -- Information Entropy -- Moment Generating Functions -- Monte Carlo Sampling Methods -- Useful Inequalities -- Part 3 Statistics -- Python Modules for Statistics -- Types of Convergence -- Estimation Using Maximum Likelihood -- Hypothesis Testing and P-Values -- Confidence Intervals -- Linear Regression -- Maximum A-Posteriori -- Robust Statistics -- Bootstrapping -- Gauss Markov -- Nonparametric Methods -- Survival Analysis -- Part 4 Machine Learning -- Introduction -- Python Machine Learning Modules -- Theory of Learning -- Decision Trees -- Boosting Trees -- Logistic Regression -- Generalized Linear Models -- Regularization -- Support Vector Machines -- Dimensionality Reduction -- Clustering -- Ensemble Methods -- Deep Learning -- Notation -- References -- Index.…”
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Computer and Information Science 2015

İçindekiler: “…SAF: States Aware Fully Associative FTL for Multitasking Environment -- Security Measures for Web ETL Processes -- Automated Negotiating Agent Based on Evolutionary Stable Strategies -- Architecture for Intelligent Transportation System Based in a General Traffic Ontology -- Optimization of Cross-Lingual LSI Training Data -- Depth-First Heuristic Search for Software Model Checking -- A Novel Architecture for Learner's Profiles Interoperability -- CORE: Continuous Monitoring of Reverse k Nearest Neighbors on Moving Objects in Road Networks -- A Voice Dialog Editor Based on Finite State Transducer Using Composite State for Tablet Devices -- Analysis of Driving Behaviors Based on GMM by Using Driving Simulator with Navigation Plugin -- Bin-Based Estimation of the Amount of Effort for Embedded Software Development Projects with Support Vector Machines -- Applying RoBuSt Method for Robustness Testing of the Non-Interference Property -- An Improved Multi-SOM Algorithm for Determining the Optimal Number of Clusters -- Conformance Testing for Timed Recursive Programs -- Instruction Level Loop De-optimization: Loop Rerolling and Software De-pipelining -- ETL Design Toward Social Network Opinion Analysis.…”
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Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications

İçindekiler: “…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 Networksdeveloped 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.…”
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Intelligent Systems Technologies and Applications

İçindekiler: “…A Color Image Segmentation Scheme for Extracting Foreground from Images with Unconstrained Lighting Conditions -- Automatic Diagnosis of Breast Cancer Using Thermographic Color Analysis and SVM Classifier -- Enhancement of Dental Digital X-Ray Images Based on the Image Quality -- MRI/CT Image Fusion Using Gabor Texture Features -- Face Recognition in Videos Using Gabor Filters -- Convolutional Neural Networks Based Method for Improving Facial Expression Recognition -- Composition of DCT-SVD Image Watermarking and Advanced Encryption Standard Technique for Still Image -- Performance Analysis of Human Detection and Tracking System in Changing Illumination -- Comparative Analysis of Segmentation Algorithms Using Threshold and K-Mean Clustering -- Semi-Supervised FCM and SVM in Co-Training Framework for the Classification of Hyperspectral Images -- Segmentation of Thermal Images Using Thresholding-Based Methods for Detection of Malignant Tumours -- Recognition of Handwritten Benzene Structure with Support Vector Machine and -- Logistic Regression a Comparative Study -- Image and Pixel Based Scheme for Bleeding Detection in Wireless Capsule Endoscopy Images -- Leaf Recognition Algorithm for Retrieving Medicinal Information -- Camouflaged Target Detection and Tracking Using Thermal Infrared and Visible Spectrum Imaging -- Heuristic Approach for Face Recognition Using Artificial Bee Colony Optimization -- ILTDS: Intelligent Lung Tumor Detection System on CT Images -- Blink Analysis Using Eye Gaze Tracker -- A Survey of Brain MRI Image Segmentation Methods and the Issues Involved -- Scene Understanding in Images.…”
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Proceedings of International Conference on Computer Vision and Image Processing CVIP 2016, Volume 2 /

İçindekiler: “…Improving Face Detection in Blurred Videos for Surveillance Applications -- Chapter 15. Support Vector Machine Based Extraction of Crime Information in Human Brain using ERP Image -- Chapter 16. …”
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Cloud Computing and Big Data: Technologies, Applications and Security

İçindekiler: “…Elliptic Curve Qu-Vanstone based signcryption schemes with proxy re-encryption for secure cloud data storage -- Cloud Computing: Overview and Risk Identification Based on Classification by Type -- Authentication Model for Mobile Cloud Computing Database Service -- FADETPM: Novel Approach of File Assured Deletion Based on Trusted Platform Module -- Issues and Threats of Cloud Data Storage -- Challenges of Crowd Sensing for Cost-effective Data Management in the Cloud -- On the Security of Medical Image Processing in Cloud Environment -- Implementations of Intrusion Detection Architectures in Cloud Computing -- Privacy in Big Data Through Variable t-Closeness for MSN Attributes -- The Big Data-RTAP: Toward a Secured Video Surveillance System in Smart Environment -- Optimizations in Fully Homomorphic Encryption -- Support Cloud SLA establishment using MDE -- A New Parallel and Distributed Approach for Large Scale ImagesRetrieval -- Classification of Social Network Data Using a Dictionary-Based Approach -- Parallel and Distributed Map-Reduce Models for External Clustering Validation Indexes -- Workflow Scheduling Issues and Techniques in Cloud Computing: A Systematic Literature Review -- A Review of Green Cloud Computing Techniques -- Towards a smart exploitation of GPUs for low energy motion estimation using Full HD and 4K Videos -- Machine Learning applications in supply chains: Long Short-Term Memory for demand forecasting -- Performance Analysis of Preconditioned Conjugate Gradient Solver on Heterogeneous (Multi-CPUs/Multi-GPUs) Architecture -- Runtime prediction of optimizers using improved support vector machine -- AND/OR directed graph for dynamic web service composition -- An NLP based text-to-speech synthesizer for Moroccan Arabic -- Context-Aware Routing Protocol for Mobile WSN : Fire Forest Detection. .…”
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Proceedings of International Conference on Computer Vision and Image Processing CVIP 2016, Volume 1 /

İçindekiler: “…Robust Parametric Twin Support Vector Machine and Its Application in Human Activity Recognition -- Chapter 19. …”
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Proceedings of International Conference on ICT for Sustainable Development ICT4SD 2015 Volume 1 /

İçindekiler: “…Microstrip Patch Antenna for IEEE 802.11a WLAN (5.25GHz) Application -- Chapter 39. Support Vector Machine Based Model for Host Overload Detection in Clouds -- Chapter 40. …”
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