Less complexity one-class classification approach using construction error of convolutional image transformation network

A review of deep learning with special emphasis on architectures, applications and recent trends

(2020) Saptarshi Sengupta et al.   KNOWLEDGE-BASED SYSTEMS

Tree-based convolutional neural networks for object classification in segmented satellite images

(2020) Y Harold Robinson et al.   INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

Deep Transfer Convolutional Neural Network and Extreme Learning Machine for lung nodule diagnosis on CT images

(2020) Xufeng Huang et al.   KNOWLEDGE-BASED SYSTEMS

Combined Cleaning and Resampling algorithm for multi-class imbalanced data with label noise

(2020) Michał Koziarski et al.   KNOWLEDGE-BASED SYSTEMS

CSGAN: Cyclic-Synthesized Generative Adversarial Networks for image-to-image transformation

(2020) Kancharagunta Kishan Babu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Splicing learning: A novel few-shot learning approach

(2020) Lianting Hu et al.   INFORMATION SCIENCES

Adversarially learned one-class novelty detection with confidence estimation

(2020) Ying Zhang et al.   INFORMATION SCIENCES

Maximum Correntropy Criterion-Based Hierarchical One-Class Classification

(2020) Jiuwen Cao et al.   IEEE Transactions on Neural Networks and Learning Systems

Deep learning approaches for anomaly-based intrusion detection systems: A survey, taxonomy, and open issues

(2019) Arwa Aldweesh et al.   KNOWLEDGE-BASED SYSTEMS

Improving one class support vector machine novelty detection scheme using nonlinear features

(2018) Mohammad Saleh Sadooghi et al.   PATTERN RECOGNITION

Localized Multiple Kernel learning for Anomaly Detection: One-class Classification

(2018) Chandan Gautam et al.   KNOWLEDGE-BASED SYSTEMS

One-Class Convolutional Neural Network

(2018) Poojan Oza et al.   IEEE SIGNAL PROCESSING LETTERS

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS