Particle Swarm Optimization Based Swarm Intelligence for Active Learning Improvement: Application on Medical Data Classification

Semi-supervised feature learning for improving writer identification

(2019) Shiming Chen et al.   INFORMATION SCIENCES

Multi-modal classifier fusion with feature cooperation for glaucoma diagnosis

(2019) Nacer Eddine Benzebouchi et al.   JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE

Convolutional sparse kernel network for unsupervised medical image analysis

(2019) Euijoon Ahn et al.   MEDICAL IMAGE ANALYSIS

Active learning through density clustering

(2017) Min Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Active learning reduces annotation time for clinical concept extraction

(2017) Mahnoosh Kholghi et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

An Automatic Functional Coverage for Digital Systems Through a Binary Particle Swarm Optimization Algorithm with a Reinitialization Mechanism

(2017) Alfonso Martínez-Cruz et al.   JOURNAL OF ELECTRONIC TESTING-THEORY AND APPLICATIONS

PSO Aided Adaptive Complementary Filter for Attitude Estimation

(2017) Shashi Poddar et al.   JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS

An uncertainty and density based active semi-supervised learning scheme for positive unlabeled multivariate time series classification

(2017) Guoliang He et al.   KNOWLEDGE-BASED SYSTEMS

A new algorithm of modified binary particle swarm optimization based on the Gustafson-Kessel for credit risk assessment

(2017) F. O. Sameer et al.   NEURAL COMPUTING & APPLICATIONS

Error estimation based on variance analysis of k -fold cross-validation

(2017) Gaoxia Jiang et al.   PATTERN RECOGNITION

Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems

(2017) Handing Wang et al.   IEEE Transactions on Cybernetics

A hybrid particle swarm optimization for feature subset selection by integrating a novel local search strategy

(2016) Parham Moradi et al.   APPLIED SOFT COMPUTING

Deep learning approach for active classification of electrocardiogram signals

(2016) M.M. Al Rahhal et al.   INFORMATION SCIENCES

Multiple learning particle swarm optimization with space transformation perturbation and its application in ethylene cracking furnace optimization

(2016) Kunjie Yu et al.   KNOWLEDGE-BASED SYSTEMS

Semi-supervised behavioral learning and its application

(2016) Chun Zhang et al.   OPTIK

An adaptive streaming active learning strategy based on instance weighting

(2016) Mohamed-Rafik Bouguelia et al.   PATTERN RECOGNITION LETTERS

Inertia weight control strategies for particle swarm optimization

(2016) Kyle Robert Harrison et al.   Swarm Intelligence

A Novel Active Learning Method in Relevance Feedback for Content-Based Remote Sensing Image Retrieval

(2015) Begum Demir et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

AL-ELM: One uncertainty-based active learning algorithm using extreme learning machine

(2015) Hualong Yu et al.   NEUROCOMPUTING

Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization

(2014) Yi Yang et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Applying active learning to high-throughput phenotyping algorithms for electronic health records data

(2013) Yukun Chen et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Supervised classification and mathematical optimization

(2012) Emilio Carrizosa et al.   COMPUTERS & OPERATIONS RESEARCH

A survey on instance selection for active learning

(2012) Yifan Fu et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Application of artificial bee colony for intrusion detection systems

(2012) Monther Aldwairi et al.   Security and Communication Networks

Applying active learning to assertion classification of concepts in clinical text

(2011) Yukun Chen et al.   JOURNAL OF BIOMEDICAL INFORMATICS

An attribute weight assignment and particle swarm optimization algorithm for medical database classifications

(2010) Pei-Chann Chang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A Genetic Programming Approach to Record Deduplication

(2010) Moises G. de Carvalho et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Active learning and semi-supervised learning for speech recognition: A unified framework using the global entropy reduction maximization criterion

(2009) Dong Yu et al.   COMPUTER SPEECH AND LANGUAGE

Diagnostic methods I: sensitivity, specificity, and other measures of accuracy

(2009) Karlijn J. van Stralen et al.   KIDNEY INTERNATIONAL