Optimized Classification Predictions with a New Index Combining Machine Learning Algorithms

Optimal classification trees

(2017) Dimitris Bertsimas et al.   MACHINE LEARNING

Recognizing emotions in text using ensemble of classifiers

(2016) Isidoros Perikos et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A multiobjective weighted voting ensemble classifier based on differential evolution algorithm for text sentiment classification

(2016) Aytuğ Onan et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Neural Network Ensemble Classifier for Effective Intrusion Detection Using Fuzzy Clustering and Radial Basis Function Networks

(2016) Mohammad Amini et al.   International Journal on Artificial Intelligence Tools

Finding the Real Differences Between Learning Algorithms

(2015) George Rudolph et al.   International Journal on Artificial Intelligence Tools

Trends in extreme learning machines: A review

(2015) Gao Huang et al.   NEURAL NETWORKS

Detection and classification of mesoscale atmospheric phenomena above sea in SAR imagery

(2015) Konstantinos Topouzelis et al.   REMOTE SENSING OF ENVIRONMENT

Ensemble selection by GRASP

(2014) Zhuan Liu et al.   APPLIED INTELLIGENCE

Machine learning in concrete strength simulations: Multi-nation data analytics

(2014) Jui-Sheng Chou et al.   CONSTRUCTION AND BUILDING MATERIALS

A survey of multiple classifier systems as hybrid systems

(2013) Michał Woźniak et al.   Information Fusion

Transductive cost-sensitive lung cancer image classification

(2012) Yinghuan Shi et al.   APPLIED INTELLIGENCE

Combining multiple classifiers using vote based classifier ensemble technique for named entity recognition

(2012) Sriparna Saha et al.   DATA & KNOWLEDGE ENGINEERING

Predicting seminal quality with artificial intelligence methods

(2012) David Gil et al.   EXPERT SYSTEMS WITH APPLICATIONS

The detection of globular clusters in galaxies as a data mining problem

(2012) Massimo Brescia et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

A Lattice-Computing ensemble for reasoning based on formal fusion of disparate data types, and an industrial dispensing application

(2011) Vassilis G. Kaburlasos et al.   Information Fusion

Supervised subspace projections for constructing ensembles of classifiers

(2011) Nicolás García-Pedrajas et al.   INFORMATION SCIENCES

Using geographically weighted variables for image classification

(2011) Brian Johnson et al.   Remote Sensing Letters

Standard machine learning algorithms applied to UPLC-TOF/MS metabolic fingerprinting for the discovery of wound biomarkers in Arabidopsis thaliana

(2010) Julien Boccard et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Ecological quality scales based on phytoplankton for the implementation of Water Framework Directive in the Eastern Mediterranean

(2010) Sofie Spatharis et al.   ECOLOGICAL INDICATORS

Efficient voting prediction for pairwise multilabel classification

(2010) Eneldo Loza Mencía et al.   NEUROCOMPUTING

Greedy optimization classifiers ensemble based on diversity

(2010) Shasha Mao et al.   PATTERN RECOGNITION

PSOLDA: A particle swarm optimization approach for enhancing classification accuracy rate of linear discriminant analysis

(2009) Shih-Wei Lin et al.   APPLIED SOFT COMPUTING

Modeling wine preferences by data mining from physicochemical properties

(2009) Paulo Cortez et al.   DECISION SUPPORT SYSTEMS

Application of classification trees and support vector machines to model the presence of macroinvertebrates in rivers in Vietnam

(2009) Thu Huong Hoang et al.   Ecological Informatics

Incremental construction of classifier and discriminant ensembles

(2009) Aydın Ulaş et al.   INFORMATION SCIENCES

Ensemble clustering using semidefinite programming with applications

(2009) Vikas Singh et al.   MACHINE LEARNING

Classifier subset selection for biomedical named entity recognition

(2008) Nazife Dimililer et al.   APPLIED INTELLIGENCE