Intrusion detection using deep sparse auto-encoder and self-taught learning

Fuzziness based semi-supervised learning approach for intrusion detection system

(2017) Rana Aamir Raza Ashfaq et al.   INFORMATION SCIENCES

Feature Selection Based on Structured Sparsity: A Comprehensive Study

(2017) Jie Gui et al.   IEEE Transactions on Neural Networks and Learning Systems

Attack’s Feature Selection-Based Network Intrusion Detection System Using Fuzzy Control Language

(2016) S. Ramakrishnan et al.   International Journal of Fuzzy Systems

An effective combining classifier approach using tree algorithms for network intrusion detection

(2016) Jasmin Kevric et al.   NEURAL COMPUTING & APPLICATIONS

Multi-source deep transfer learning for cross-sensor biometrics

(2016) Chetak Kandaswamy et al.   NEURAL COMPUTING & APPLICATIONS

Transfer learning for short-term wind speed prediction with deep neural networks

(2016) Qinghua Hu et al.   RENEWABLE ENERGY

Representative Vector Machines: A Unified Framework for Classical Classifiers

(2016) Jie Gui et al.   IEEE Transactions on Cybernetics

A hybrid method consisting of GA and SVM for intrusion detection system

(2015) B. M. Aslahi-Shahri et al.   NEURAL COMPUTING & APPLICATIONS

Group Sparse Multiview Patch Alignment Framework With View Consistency for Image Classification

(2014) Jie Gui et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Transfer learning using the online Fuzzy Min–Max neural network

(2013) Manjeevan Seera et al.   NEURAL COMPUTING & APPLICATIONS

Robust non-negative matrix factorization via joint sparse and graph regularization for transfer learning

(2013) Shizhun Yang et al.   NEURAL COMPUTING & APPLICATIONS

Unsupervised transfer learning for target detection from hyperspectral images

(2013) Bo Du et al.   NEUROCOMPUTING

A novel method for recognizing face with partial occlusion via sparse representation

(2013) Jian-Xun Mi et al.   OPTIK

Face recognition via Weighted Sparse Representation

(2012) Can-Yi Lu et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Transfer learning with reasonable boosting strategy

(2012) Lei La et al.   NEURAL COMPUTING & APPLICATIONS

A general framework for transfer sparse subspace learning

(2012) Shizhun Yang et al.   NEURAL COMPUTING & APPLICATIONS

Application-based anomaly intrusion detection with dynamic information flow analysis

(2008) Wes Masri et al.   COMPUTERS & SECURITY

Anomaly-based network intrusion detection: Techniques, systems and challenges

(2008) P. García-Teodoro et al.   COMPUTERS & SECURITY