Keywords: یادگیری حساس; Breast cancer; Rank-based stochastic pooling; Parametric rectified linear unit; Convolutional neural network; Cost-sensitive learning;
مقالات ISI یادگیری حساس (ترجمه نشده)
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Keywords: یادگیری حساس; Cost-sensitive learning; Chunk incremental learning; Hinge loss; Support vector machines;
Keywords: یادگیری حساس; Recommendation system; Content-based filtering; Collaborative filtering; Statistical Relational Learning; Cost-sensitive learning;
Keywords: یادگیری حساس; Cost-sensitive learning; Deep neural network; Granular computing; Three-way decision;
Keywords: یادگیری حساس; Fall detection; One-class classification; Outlier detection; Anomaly detection; Cost-sensitive learning; 00-01; 99-00;
Keywords: یادگیری حساس; Social network; Network measurement; N-dependence estimators; Cost-sensitive learning;
Keywords: یادگیری حساس; Cost-sensitive learning; Decision cost; Multi-granulation; Rough set; Test cost;
Keywords: یادگیری حساس; Cost-sensitive learning; Neural networks; One-vs-one; Aggregation strategies; Dynamic classifier selection;
Keywords: یادگیری حساس; Margin distribution; Cost-sensitive learning; Imbalanced training data; Balanced detection rate;
Keywords: یادگیری حساس; Mineral prospectivity mapping; Cost-sensitive learning; Artificial neural network; Cross validation; Skarn-type iron deposits;
Keywords: یادگیری حساس; Cost-sensitive learning; P2P lending; Loan evaluation; Extreme gradient boosting; Portfolio allocation;
Keywords: یادگیری حساس; Three-way decisions; Decision-theoretic rough sets; Granular computing; Cost-sensitive learning; Face recognition
Keywords: یادگیری حساس; Data mining; Decision analysis; Cost-sensitive learning; Classification; Decision tree
Keywords: یادگیری حساس; Gene multifunctionality; Biological networks; Hopfield networks; Gene function prediction; Gene ranking; Cost-sensitive learning
Keywords: یادگیری حساس; Cost-sensitive learning; Cost-sensitive classifier; Credit scoring; Fraud detection; Direct marketing; Decision trees;
Keywords: یادگیری حساس; Cost-sensitive learning; Bayesian network classifiers; Instance weighting; Classification
Keywords: یادگیری حساس; Facial beauty assessment; Cost-sensitive learning; Ordinal regression; Biometrics
Keywords: یادگیری حساس; Software defect escalation prediction; Cost-sensitive learning; Data mining; Defect escalation; Machine learning
Keywords: یادگیری حساس; Minimum margin; Margin distribution; Imbalanced training data; Cost-sensitive learning; Balanced detection rate
Keywords: یادگیری حساس; Cost-sensitive learning; Fraud detection; Preprocessing; Von Mises distribution
Keywords: یادگیری حساس; Cost-sensitive learning; Feature selection; Granular computing; Neighborhood granularity; Neighborhood rough sets
CNC internal data based incremental cost-sensitive support vector machine method for tool breakage monitoring in end milling
Keywords: یادگیری حساس; Tool breakage monitoring; Data segmentation; Incremental learning; Cost-sensitive learning; Support vector machine;
Dealing with high-dimensional class-imbalanced datasets: Embedded feature selection for SVM classification
Keywords: یادگیری حساس; Feature selection; Support Vector Data Description; Cost-sensitive learning; Embedded approaches; Imbalanced data classification;
KRNN: k Rare-class Nearest Neighbour classification
Keywords: یادگیری حساس; Imbalanced classification; Nearest neighbour classification; KNN; Re-sampling; Cost-sensitive learning;
Cost-sensitive linguistic fuzzy rule based classification systems under the MapReduce framework for imbalanced big data
Keywords: یادگیری حساس; Fuzzy rule based classification systems; Big data; MapReduce; Hadoop; Imbalanced datasets; Cost-sensitive learning
Optimal cost-sensitive granularization based on rough sets for variable costs
Keywords: یادگیری حساس; Granularization; Neighborhood systems; Rough sets; Variable costs; Cost-sensitive learning
On the use of MapReduce for imbalanced big data using Random Forest
Keywords: یادگیری حساس; Big data; MapReduce; Imbalanced dataset; Sampling; Cost-sensitive learning; Random Forest
Ensemble of online neural networks for non-stationary and imbalanced data streams
Keywords: یادگیری حساس; Data stream classification; Online ensemble; Concept drift; Imbalanced data; Cost-sensitive learning
Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches
Keywords: یادگیری حساس; Imbalanced data-sets; Multi-classification; Pairwise learning; Preprocessing; Cost-sensitive learning
An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics
Keywords: یادگیری حساس; Imbalanced dataset; Sampling; Cost-sensitive learning; Small disjuncts; Noisy data; Dataset shift
Classification cost: An empirical comparison among traditional classifier, Cost-Sensitive Classifier, and MetaCost
Keywords: یادگیری حساس; Fraud detection; Cost-sensitive learning; Cost-Sensitive Classifier; MetaCost
Decision tree classifiers sensitive to heterogeneous costs
Keywords: یادگیری حساس; Decision tree classification; Cost-sensitive learning; Split attribute selection; Heterogeneous costs; Heterogeneous attributes
Cost-sensitive classification with inadequate labeled data
Keywords: یادگیری حساس; Cost-sensitive learning; Classification; Semi-supervised learning; Expectation maximization
A cost-sensitive technique for positive-example learning supporting content-based product recommendations in B-to-C e-commerce
Keywords: یادگیری حساس; Content-based recommender systems; Single-class learning; Cost-sensitive learning; Positive example-based learning; Committee machine;
Attribute reduction of data with error ranges and test costs
Keywords: یادگیری حساس; Cost-sensitive learning; Test cost; Error range; Neighborhood; Covering rough set
Analysis of preprocessing vs. cost-sensitive learning for imbalanced classification. Open problems on intrinsic data characteristics
Keywords: یادگیری حساس; Classification; Imbalanced datasets; Preprocessing; Cost-sensitive learning; Class overlap; Dataset shift
A novel virtual sample generation method based on Gaussian distribution
Keywords: یادگیری حساس; Virtual sample; Regularization theory; Cost-sensitive learning; Gaussian distribution; Prior knowledge
Test-cost-sensitive attribute reduction
Keywords: یادگیری حساس; Cost-sensitive learning; Attribute reduction; Test cost; Heuristic algorithm
Qualitative test-cost sensitive classification
Keywords: یادگیری حساس; Cost-sensitive learning; Qualitative decision theory; Feature extraction cost; Feature selection
Large margin cost-sensitive learning of conditional random fields
Keywords: یادگیری حساس; Conditional random fields; Cost-sensitive learning
A semi-dependent decomposition approach to learn hierarchical classifiers
Keywords: یادگیری حساس; Hierarchical classification; Multi-label learning; Structured output classification; Cost-sensitive learning; Support vector machines
Cost-sensitive classification with respect to waiting cost
Keywords: یادگیری حساس; Inductive learning; Cost-sensitive learning; Multiple-costs-sensitive learning
Handling over-fitting in test cost-sensitive decision tree learning by feature selection, smoothing and pruning
Keywords: یادگیری حساس; Classification; Cost-sensitive learning; Over-fitting
A closed-form reduction of multi-class cost-sensitive learning to weighted multi-class learning
Keywords: یادگیری حساس; Cost-sensitive learning; Supervised learning; Statistical learning theory; Classification
A hierarchical model for test-cost-sensitive decision systems
Keywords: یادگیری حساس; Hierarchy; Model; Decision system; Cost-sensitive learning; Test cost
Building a cost-constrained decision tree with multiple condition attributes
Keywords: یادگیری حساس; Data mining; Decision analysis; Cost-sensitive learning; Classification; Decision tree
Margin calibration in SVM class-imbalanced learning
Keywords: یادگیری حساس; Margin; Cost-sensitive learning; Class-imbalanced learning; Support vector machines; Classification
Cost-sensitive boosting for classification of imbalanced data
Keywords: یادگیری حساس; Classification; Class imbalance problem; AdaBoost; Cost-sensitive learning
ROC graphs with instance-varying costs
Keywords: یادگیری حساس; ROC analysis; Cost-sensitive learning; Classifier evaluation
Learning to predict channel stability using biogeomorphic features
Keywords: یادگیری حساس; Channel stability prediction; Cost-sensitive learning; Class probability estimation; Bagging; Lazy option trees; Decision trees