Imbalanced classification of mental workload using a cost-sensitive majority weighted minority oversampling strategy

Deep long short-term memory structures model temporal dependencies improving cognitive workload estimation

(2017) Ryan G. Hefron et al.   PATTERN RECOGNITION LETTERS

On human–machine relations

(2017) Asaf Degani et al.   Cognition Technology & Work

Recognition of Mental Workload Levels Under Complex Human–Machine Collaboration by Using Physiological Features and Adaptive Support Vector Machines

(2015) Jianhua Zhang et al.   IEEE Transactions on Human-Machine Systems

A method for resampling imbalanced datasets in binary classification tasks for real-world problems

(2014) Silvia Cateni et al.   NEUROCOMPUTING

Modelling arrival control in a vessel traffic management system

(2014) Fulko van Westrenen   Cognition Technology & Work

Combining and comparing EEG, peripheral physiology and eye-related measures for the assessment of mental workload

(2014) Maarten A. Hogervorst et al.   Frontiers in Neuroscience

Technostress in the office: a distributed cognition perspective on human–technology interaction

(2013) Charlott Sellberg et al.   Cognition Technology & Work

Dynamic Sampling Approach to Training Neural Networks for Multiclass Imbalance Classification

(2013) Minlong Lin et al.   IEEE Transactions on Neural Networks and Learning Systems

MWMOTE--Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning

(2012) Sukarna Barua et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Multiclass Imbalance Problems: Analysis and Potential Solutions

(2012) Shuo Wang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Estimating workload using EEG spectral power and ERPs in the n-back task

(2012) Anne-Marie Brouwer et al.   Journal of Neural Engineering

Manipulation of mental models of anatomy in interventional radiology and its consequences for design of human–computer interaction

(2012) Edit Varga et al.   Cognition Technology & Work

Classification cost: An empirical comparison among traditional classifier, Cost-Sensitive Classifier, and MetaCost

(2011) Jungeun Kim et al.   EXPERT SYSTEMS WITH APPLICATIONS

Relationships between Diversity of Classification Ensembles and Single-Class Performance Measures

(2011) Shuo Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Evolutionary-based selection of generalized instances for imbalanced classification

(2011) Salvador Garcı´a et al.   KNOWLEDGE-BASED SYSTEMS

Optical brain monitoring for operator training and mental workload assessment

(2011) Hasan Ayaz et al.   NEUROIMAGE

Strategies in controlling, coordinating and adapting performance in air traffic control: modelling ‘loss of control’ events

(2011) Tom Kontogiannis et al.   Cognition Technology & Work

RAMOBoost: Ranked Minority Oversampling in Boosting

(2010) Sheng Chen et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Cognitive performance-altering effects of electronic medical records: an application of the human factors paradigm for patient safety

(2010) Richard J. Holden   Cognition Technology & Work

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

CLASSIFICATION OF IMBALANCED DATA: A REVIEW

(2009) YANMIN SUN et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

Evaluation of operators’ mental workload of human–system interface automation in the advanced nuclear power plants

(2009) Yung-Tsan Jou et al.   NUCLEAR ENGINEERING AND DESIGN

Exploratory Undersampling for Class-Imbalance Learning

(2008) Xu-Ying Liu et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance

(2007) Maciej A. Mazurowski et al.   NEURAL NETWORKS