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Classification Algorithms

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A NEW SPATIAL SYNOPTIC CLASSIFICATION: APPLICATION TO AIR-MASS ANALYSIS
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Feature selection and effective classifiers
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Ore Type based Expert Systems in Mineral Processing Plants
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Applied MANOVA and Discriminant Analysis
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Classification of GC‐MS measurements of wines by combining data dimension reduction and variable selection techniques
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Flow cytometric analysis using digital signal processing
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MultiCoil: A program for predicting two‐and three‐stranded coiled coils
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A general procedure for estimating the composition of fish school clusters using standard acoustic survey data
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Bayesian estimation of fish school cluster composition applied to a Bering Sea acoustic survey
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Galois Connections in Data Analysis: Contributions from the Soviet Era and Modern Russian Research
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Statistical Feature Selection for Mandarin Speech Emotion Recognition
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k-nearest Neighbor Classification on Spatial Data Streams Using P-trees
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Cluster-based modelling of processes with unknown qualitative variables
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IOGA: An instance-oriented genetic algorithm
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Integrating Data Mining Techniques with Intrusion Detection Methods
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Data Mining Via Entropy and Graph Clustering
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Clustering and Classification Algorithms in Food and Agricultural Applications: A Survey
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An Integrated Approach in Medical Decision-Making for Eliciting Knowledge
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Classification of Chromosomes: A Comparative Study of Neural Network and Statistical Approaches
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Using Machine Learning, Neural Networks and Statistics to Predict Corporate Bankruptcy: A Comparative Study
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Data Mining: Trends in Research and Development
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Clustering Techniques and their Applications
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Introduction to Neural Networks with Applications to Ophthalmology
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A Survey of Text Classification Algorithms
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Data Mining and Knowledge Discovery
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Incremental Classification Using Tree-Based Sampling for Large Data
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NDE of Adhesively Bonded Joints Using Acousto-Ultrasonics and Pattern Recognition
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Essential Concepts in Toxicogenomics
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A Fast Filter for Obstructed Nearest Neighbor Queries
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Adaptive k-Nearest-Neighbor Classification Using a Dynamic Number of Nearest Neighbors
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Mining Efficiently Significant Classification Association Rules
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Integrating Data Mining and Agent Based Modeling and Simulation
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Application of Classification Association Rule Mining for Mammalian Mesenchymal Stem Cell Differentiation
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LearnIT: Enhanced Search and Visualization of IT Projects
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Granular Computing, Principles and Perspectives of
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Learning from Cases for Classification Problem Solving
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Treatment of Chemical Composition Data for Minerals
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Paleoenvironments of Laetoli, Tanzania as Determined by Antelope Habitat Preferences
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Overview of Numerical Methods in Palaeolimnology
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Fuzzy Clustering of Ecological Data
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A Method of Diagnosis of Brittle Materials Frost Resistance Exemplified by Ceramic Bricks
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Artificial Neural Networks in Subsurface Characterization
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Special education placements of language-disordered children in a psychiatric population
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Case studies in high-dimensional classification
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A Bayesian Method for the Induction of Probabilistic Networks from Data
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Biosystematics ofAmblyseius andersoni andA. potentillae (Acarina: Phytoseiidae): Implications for biological control
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Incorporating statistical information into expert classification systems to reduce classification costs
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The application of an artificial neural network to Doppler ultrasound waveforms for the classification of arterial disease
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Selection of spectral band combination for land cover/land use classification using a brightness value overlapping index (BVOI)
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Behavioral and Physiological Neural Network Analyses: A Common Pathway Toward Pattern Recognition and Prediction
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Identification of the regulatory proteins in human pancreatic cancers treated with Trichostatin A by 2D-PAGE maps and multivariate statistical analysis
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RHC: a non-parametric cluster-based data reduction for efficient $$k$$ k -NN classification
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Efficient $$k$$ k -NN classification based on homogeneous clusters
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On the Use of Wavelet Decomposition for String Classification
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Educational data mining to predict students' academic performance: A survey study
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A comparative analysis of classification algorithms in data mining for accuracy, speed and robustness
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Incorporating large unlabeled data to enhance EM classification
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XRules: An effective algorithm for structural classification of XML data
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The Inverse Classification Problem
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An approach to seizure detection using an artificial neural network (ANN)
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Comparison of chlorophyll fluorescence and some heavy metal concentrations in Sonchus spp. and Taraxacum spp. along an urban pollution gradient
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Exploratory data analysis: A comparison of statistical methods with artificial neural networks
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Automatic detection of gait events: a case study using inductive learning techniques
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Oyster hinge line detection using image processing
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Variability and bias in experimentally measured classifier error rates
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Classification using splines
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Chromium speciation in aerosols by rapid single-particle mass spectrometry
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Linear discriminant hierarchical clustering: A modeling and cross-validable divisive clustering method
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Efficiency of multi-layered feed-forward neural networks on classification in relation to linear discriminant analysis, quadratic discriminant analysis and regularized discriminant analysis
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MuSIP multi-sensor image processing system
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Local predictability in biological sequences, algorithm and applications
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The application of clustering to the calibration of on-stream analysis equipment
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Using computers to construct, evaluate, and apply actuarial systems of classification: A methodology and example
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The construction of computerized classification systems using machine learning algorithms: An overview
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Classification by similarity: An overview of statistical methods of case-based reasoning
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Expert system development using ellipsoid-based clustering
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On-line determination of ore type using cluster analysis and neural networks
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Validation of Magnetic Resonance Imaging (MRI) multispectral tissue classification
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MSnet: A Neural Network which Classifies Mass Spectra
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Minimum cost single and double screening procedures with dichotomous performance variable
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A Methodology for simplification and interpretation of backpropagation-based neural network models
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Vinegar classification based on feature extraction and selection from headspace solid-phase microextraction/gas chromatography volatile analyses: A feasibility study
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Classification of archaeological sherds across the southeast United States based on variable selection from compositional fingerprints
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A novel classification method: A hybrid approach based on extension of the UTADIS with polynomial and PSO-GA algorithm
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Predicting homo-oligomers and hetero-oligomers by pseudo-amino acid composition: An approach from discrete wavelet transformation
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Comparison of Artificial Neural Networks and Statistical Classifiers in Apple Sorting using Textural Features
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The integrated strategy of pattern classification and its application in chemistry
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CAIMAN (Classification And Influence Matrix Analysis): A new approach to the classification based on leverage-scaled functions
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K-CM: A new artificial neural network. Application to supervised pattern recognition
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Recognition of volatile compounds as markers in geographical discrimination of Spanish extra virgin olive oils by chemometric analysis of non-specific chromatography volatile profiles
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A novel algorithm combining support vector machine with the discrete wavelet transform for the prediction of protein subcellular localization
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Predicting the types of file fragments
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Periphyton removal flows determined by sediment entrainment thresholds
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Multivariate analysis of volatile compounds detected by headspace solid-phase microextraction/gas chromatography: A tool for sensory classification of cork stoppers
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Covariance estimation in full- and reduced-dimensionality image classification
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Habitat preference of extant African bovids based on astragalus morphology: operationalizing ecomorphology for palaeoenvironmental reconstruction
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Bovid ecomorphology and hominin paleoenvironments of the Shungura Formation, lower Omo River Valley, Ethiopia
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Ecomorphological analysis of bovid mandibles from Laetoli Tanzania using 3D geometric morphometrics: Implications for hominin paleoenvironmental reconstruction
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OligoPred: A web-server for predicting homo-oligomeric proteins by incorporating discrete wavelet transform into Chou's pseudo amino acid composition
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Simultaneous two-color, two-dimensional angular optical scattering patterns from airborne particulates: Scattering results and exploratory analysis
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The application of the boundary element method in BEM++ to small extreme Chebyshev ice particles and the remote detection of the ice crystal number concentration of small atmospheric ice particles
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SWIMS: Semi-supervised subjective feature weighting and intelligent model selection for sentiment analysis
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A modified fuzzy C-means classification method using a multiscale diffusion filtering scheme
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Prediction of mold contamination from microbial volatile organic compound profiles using head space gas chromatography/mass spectrometry
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Multivariate classification of disease phenotypes of esophageal adenocarcinoma by pattern recognition analysis of MALDI-TOF mass spectra of serum N-linked glycans
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Automated cortical thickness measurements from MRI can accurately separate Alzheimer's patients from normal elderly controls
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Insights from carnivore community composition on the paleoecology of early Pleistocene Eurasian sites: Implications for the dispersal of hominins out of Africa
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On the relationship between training sample size and data dimensionality: Monte Carlo analysis of broadband multi-temporal classification
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Data fusion of laser-induced breakdown and Raman spectroscopies: Enhancing clay mineral identification
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Machine learning techniques to make computers easier to use
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A neural network to analyze fertility data
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Fuzzy expert systems architecture for image classification using mathematical morphology operators
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Classification of Nebbiolo-based wines from Piedmont (Italy) by means of solid-phase microextraction–gas chromatography–mass spectrometry of volatile compounds
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Classifier design with incomplete knowledge
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Inductive and Analogical Learning: Data-Driven Improvement of Process Operations
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Use of a neural network to predict stone growth after shock wave lithotripsy
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Data mining with decision trees and decision rules
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Induction of decision rules that fulfil user-specified performance requirements
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Comparison of a Bayesian classifier with a multilayer feed-forward neural network using the example of plant/weed/soil discrimination
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Innovative genetic algorithms for chemoinformatics
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Testing a measure of image quality for acquisition control
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Feature extraction using rough set theory and genetic algorithms—an application for the simplification of product quality evaluation
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The topology of hyperbolic attractors on compact surfaces
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Locally Weighted Learning
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RainForest—A Framework for Fast Decision Tree Construction of Large Datasets
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A Computer System for Integrated Analysis and Simulation of Innovative Biosensors
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Quantifying muscle tone in spinal cord injury patients using isokinetic dynamometric techniques
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Primate Conservation along the Tana River, Kenya: An Examination of the Forest Habitat
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Fault monitoring and diagnosis
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Seabed classification through multifractalanalysis of sidescan sonar imagery
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Measuring the similarity between trajectories using clustering techniques
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Effects of Fire on Soil Macroinvertebrates in a Mediterranean Phryganic Ecosystem
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A Bayesian network model for surface roughness prediction in the machining process
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Regularized Discriminant Analysis
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DEALING WITH COLOR CHANGES CAUSED BY NATURAL ILLUMINATION IN OUTDOOR MACHINE VISION
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Neural Net Classifiers for Communication Systems: A Review
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Homelessness and the intermediate accommodation sector: A demand and supply analysis
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Modelling housing unit density from land cover metrics: a Midwestern US example
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A review of algorithms for medical image segmentation and their applications to the female pelvic cavity
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Automated user modeling for intelligent interface
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Genetic algorithms applied to multi-class prediction for the analysis of gene expression data
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Analysis Of Circulating Phagocyte Activity Measured By Whole Blood Luminescence: Correlations With Clinical Status
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Modelling job complexity in garment manufacture by inductive learning
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An optimized index of human cardiovascular adaptation to simulated weightlessness
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Classifying mammographic mass shapes using the wavelet transform modulus-maxima method
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Microscopic image analysis for quantitative measurement and feature identification of normal and cancerous colonic mucosa
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Automatic interpretation of sonar image sequences using temporal feature measures
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Inductive learning from preclassified training examples: an empirical study
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Model-aided diagnosis: an inexpensive combination of model-based and case-based condition assessment
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Discovering nontrivial repeating patterns in music data
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Sequential decision models for expert system optimization
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An improved algorithm for neural network classification of imbalanced training sets
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Data mining: an industrial research perspective
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Using machine learning to monitor network performance
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Humor grounded taxonomy of music by investigating expressive statistics using audio feature extraction
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A weighted minimum distance classifier for pattern recognition
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On the use of Rule-Sharing in Learning Classifier System Ensembles
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A Method for Spam Behavior Recognition Based on Fuzzy Decision Tree
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A Parallel Processing Technique for Extracting and Storing User Specified Data
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Proactive network maintenance using machine learning
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Texture segmentation using directional operators
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A New Supervised Dimensionality Reduction Method for Image Data Using Evolutionary Strategy
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Determining facial expressions in real time
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On Density Based Transforms for Uncertain Data Mining
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An empirical analysis of decision tree algorithms: Modeling hepatitis data
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Hybrid Feature based Prediction of Suicide Related Activity on Twitter
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Leukemia Diagnosis using Computational Intelligence
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A New Clustering Algorithm Compared With the Simple K-Means
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A comparison of the use of different wavelet coefficients for the classification of the electrocardiogram
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An efficient image pattern recognition system using an evolutionary search strategy
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Feature parameters selection based on rough set theory for target recognition
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Using wavelet coefficients for the classification of the electrocardiogram
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Applying modular classifiers to mammographic mass classification
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Neighborhood methods for image classification
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Fuzzy Decision Tree Based Inference Technology for Spam Behavior Recognition
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Discriminative multi-layer feed-forward networks
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Multidimensional histogram classifier design by using vector quantization
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A hybrid evolutionary functional link artificial neural network for data mining and classification
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East of Neuchatel: a universal model for the representation of statistical taxonomy systems
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Statistical approach to clustering in pattern recognition
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A New Covariance Estimate for Bayesian Classifiers in Biometric Recognition
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Learning Classifier System Ensembles With Rule-Sharing
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Dimensionality reduction of hyperspectral data using discrete wavelet transform feature extraction
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Toward Exploratory Test-Instance-Centered Diagnosis in High-Dimensional Classification
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Evaluation of Segmentation Algorithms on Cell Populations Using CDF Curves
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Investigating spatial structure in specific tree species in ancient semi-natural woodland using remote sensing and marked point pattern analysis
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Classification Analysis of World Economic Regions
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Neural networks versus nonparametric neighbor-based classifiers for semisupervised classification of Landsat Thematic Mapper imagery
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