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A Hybrid Feature Selection Method Based On Harmony Search
... share and discuss everything (including news, jokes, comments, and even their emotions, etc.) on micro-blog. Micro-blog brings people a variety of convenience, at the same time, it is also used by the attacker. The ... See full document
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Building Large Scale Cloud System for Product Sentiment Analysis using Hybrid Group Search Optimization Based Feature Selection
... a feature vector. Thus, the method of feature selection is needed for the elimination of all noisy and irrelevant features from a feature vector for efficiently working the ML ...Group ... See full document
7
HYBRID FLOWER POLLINATION ALGORITHM AND SUPPORT VECTOR MACHINE FOR BREAST CANCER CLASSIFICATION
... The feature size of microarray data is very vast, which mostly due to the incidence of noisy or unsuitable features that are recorded during the observation, therefore, learning algorithm’s performance will ... See full document
7
Optimum Cost Design of Reinforced Concrete Retaining Walls Using Hybrid Firefly Algorithm
... The harmony search (HS) method is another optimization algorithm that inspired by the working principles of the harmony improvisation from ...single search memory to evolve. Therefore, ... See full document
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Bayesian Spam Detection System Using Hybrid Feature Selection Method
... new hybrid feature selection method based on refined naïve Bayesian classification, which is called term frequency hybrid ... See full document
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Title : PREDICTION OF PROTEIN STRUCTURAL CLASSES BY PSEUDO AMINO ACID COMPOSITION USING IMPROVED HARMONY SEARCH RELATIVE REDUCT FEATURE SELECTION AND ROUGH SET CLASSIFICATION ALGORITHMS Author (s) : M. BAGYAMATHI, H. HANNAH INBARANI
... RSIHSRR feature selection algorithm to select or eliminate a minimal subset of relevant and non-redundant ...is based on rough set is a novel way to achieve protein sequence ...RSIHSRR feature ... See full document
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Feature Selection and Ensemble Clustering Mechanism for High Dimensional Imbalanced Class Data Using Harmony Search Technique.
... other feature ranking techniques in terms of predictive performance for different SVM-based feature selection techniques, achieving particularly good results on highly imbalanced data sets, ... See full document
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A hybrid particle swarm optimization and harmony search algorithm approach for multi-objective test case selection
... Thus, we investigate here strategies to automate this task. We can identify in the related literature several techniques/strategies for automatic TC selection. On one side, we count on deterministic approaches, ... See full document
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A REVIEW OF DATA MINING TECHNIQUES CLASSIFICATION AND FEATURE SELECTION Jency.W.G, Dr.J.E.Judith Abstract PDF IJIRMET160401004
... called feature selection is used to reduce the dimensionality before applying any data mining ...For Feature selection, techniques like wrapper, filter, embedded or hybrid method ... See full document
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Novel Meta-Heuristic Model for Discrimination between Iron Deficiency Anemia and Β-Thalassemia with CBC Indices Based on Dynamic Harmony Search (DHS)
... new method based on dynamic harmony search (DHS) was proposed for the discrimination of iron deficiency anemia (IDA) and β-thalassemia trait ...The method is implemented in C# and has ... See full document
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A Hybrid Feature Selection Method to Improve Performance of a Group of Classification Algorithms
... a hybrid feature selection method is proposed which takes advantages of wrapper subset evaluation with a lower cost and improves the performance of a group of ...The method uses ... See full document
8
Feature Selection based Classification using Naive Bayes, J48 and Support Vector Machine
... best feature subset. This method takes into account feature dependencies while searching and building a ...The search is conducted using possible parameters. The goal of search ... See full document
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A Hybrid Feature Selection Method based on IGSBFS and Naïve Bayes for the Diagnosis of Erythemato Squamous Diseases
... a feature in front of the queue is sequentially deleted, kept in a temporary variable and the state of the feature is change to ready ...the feature in the temp added to the end of the queue and its ... See full document
6
A hybrid feature selection method for credit scoring
... studying feature selection and GBM method. Our features selection method determined the optimal feature subset with highest ...a hybrid feature selection ... See full document
6
Feature gene selection method based on improved harmony search algorithm
... genes selection to eliminate the redundant and irrelevant genes, and will reduce the decrease the cost and improve the accuracy of clinical diagnosis, and this method also supply the reliable basis [4-5] ... See full document
7
Binary Harmony Search Based Feature Selection and Data Classification Technique
... approaches. Harmony Search requires only some deficient arithmetical necessities and isn’t sensitive to the primary rate ...population-based method, HS mechanism to produce a new vector which ... See full document
8
A CREDIT SCORING PREDICTION MODEL BASED ON HARMONY SEARCH BASED 1-NN CLASSIFIER FEATURE SELECTION APPROACH
... Different classifiers over the German credit datasets were compared and their performances are shown in Table 4.1. Baseline is the classifier without feature selection. Classifiers used in our investigation ... See full document
9
Multiple-Constraint Synthesis of Rotationally Symmetric Sparse Circular Arrays Using a Hybrid Algorithm
... In this paper, a rotationally symmetric sparse circular array (RSSCA) with all elements uniformly excited is synthesized. The array has a fixed number of elements distributed over a given array aperture with the minimum ... See full document
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1. A frgsnn hybrid feature selection combining frgs filter and gsnn wrapper
... the hybrid FRGSNN model is its fuzzy-rough feature selection method which computes the reduct ...its search method for selecting optimal subsets of ...genetic search (GS) ... See full document
8
NEW APPROACH IN COLOR DISTORTION REDUCTION IN UNDERWATER CORAL REEF COLOR IMAGE ENHANCEMENT BASED ON ESTIMATION ABSORPTION USING EXPONENTIAL EQUATION
... superior harmony system for feature selection and applied it in the Epileptic seizure ...wrapper-based feature selection technique was evaluated by employing evolutionary ... See full document
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