Keyword: classification

Found 81 papers in total
Discrete simulation software: a survey on taxonomies
Discrete simulation software: a survey on taxonomies
2017,
In studying by simulation, choosing an appropriate software would be a difficult task...
Classification by clustering using an extended saliency measure
Classification by clustering using an extended saliency measure
2016,
In many data mining tasks, the goal is to classify entities into a set of...
Linear models for cost-sensitive classification
Linear models for cost-sensitive classification
2015,
In this paper, we investigate the performance of statistical, mathematical programming...
Android malware detection based on permission combinations
Android malware detection based on permission combinations
2015,
Considering the resource limitations of mobile terminals, such as memory capacity and...
Imbalance-oriented SVM methods for financial distress prediction: a comparative study among the new SB-SVM-ensemble method and traditional methods
Imbalance-oriented SVM methods for financial distress prediction: a comparative study among the new SB-SVM-ensemble method and traditional methods
2014,
Previous studies on financial distress prediction (FDP) almost construct FDP models...
Towards a framework for multiple artificial neural network topologies validation by means of statistics
Towards a framework for multiple artificial neural network topologies validation by means of statistics
2014,
Artificial neural networks (ANNs) are flexible computing tools that have been applied...
A Density-focused Support Vector Data Description Method
A Density-focused Support Vector Data Description Method
2014,
In novelty detection, support vector data description (SVDD) is a one‐class...
Multi-class classification using a signomial function
Multi-class classification using a signomial function
2015,
We propose two multi‐class classification methods using a signomial function....
Deterministic Evolution of Strength in Multiple Comparisons Models: Who is the Greatest Golfer?
Deterministic Evolution of Strength in Multiple Comparisons Models: Who is the Greatest Golfer?
2015,
We present a statistical methodology for fitting time‐varying rankings, by...
Classification Error of the Thresholded Independence Rule
Classification Error of the Thresholded Independence Rule
2015,
We consider classification in the situation of two groups with normally distributed...
A taxonomy of line balancing problems and their solutionapproaches
A taxonomy of line balancing problems and their solutionapproaches
2013,
Line balancing belongs to a class of intensively studied combinatorial optimization...
Robust formulations for clustering‐based large‐scale classification
Robust formulations for clustering‐based large‐scale classification
2013,
Chebyshev‐inequality‐based convex relaxations of...
Positive‐versus‐Negative Classification for Model Aggregation in Predictive Data Mining
Positive‐versus‐Negative Classification for Model Aggregation in Predictive Data Mining
2013,
The process of constructing several base models that are then combined into a single...
Binary classification via spherical separator by DC programming and DCA
Binary classification via spherical separator by DC programming and DCA
2013,
In this paper, we consider a binary supervised classification problem, called...
A comparative analysis of classification algorithms in data mining for accuracy, speed and robustness
A comparative analysis of classification algorithms in data mining for accuracy, speed and robustness
2013,
Classification algorithms are the most commonly used data mining models that are...
A classification of service facilities, servicescapes and service factories
A classification of service facilities, servicescapes and service factories
2012,
Facilities of manufacturing have an explicit role, whereas service facilities are less...
Independent component analysis for near‐synonym choice
Independent component analysis for near‐synonym choice
2013,
Despite their similar meanings, near‐synonyms may have different usages in...
High-precision bio-molecular event extraction from text using parallel binary classifiers
High-precision bio-molecular event extraction from text using parallel binary classifiers
2011,
We have developed a machine learning framework to accurately extract complex genetic...
Using semi‐supervised classifiers for credit scoring
Using semi‐supervised classifiers for credit scoring
2013,
In credit scoring, low‐default portfolios (LDPs) are those for which very...
A novel hybrid algorithm combining hunting search with harmony search algorithm for training neural networks
A novel hybrid algorithm combining hunting search with harmony search algorithm for training neural networks
2013,
Neural networks (NNs) are one of the most widely used techniques for pattern...
Tabu search with strategic oscillation for the maximally diverse grouping problem
Tabu search with strategic oscillation for the maximally diverse grouping problem
2013,
We propose new heuristic procedures for the maximally diverse grouping problem (MDGP)....
Multi‐start methods for combinatorial optimization
Multi‐start methods for combinatorial optimization
2013,
Multi‐start methods strategically sample the solution space of an optimization...
An np-control chart for inspection errors and repeated classifications
An np-control chart for inspection errors and repeated classifications
2011,
The np-control chart has been used to monitor the conforming fraction in process...
Simple and efficient classification scheme based on specific vocabulary
Simple and efficient classification scheme based on specific vocabulary
2012,
Assuming a binomial distribution for word occurrence, we propose computing a...
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