Continual learning classification method with constant-sized memory cells based on the artificial immune system

Continual learning classification method with new labeled data based on the artificial immune system

(2020) Dong Li et al.   APPLIED SOFT COMPUTING

Coronary Heart Disease Diagnosis Through Self-Organizing Map and Fuzzy Support Vector Machine with Incremental Updates

(2020) Mehrbakhsh Nilashi et al.   International Journal of Fuzzy Systems

Enhancing incremental deep learning for FCCU end-point quality prediction

(2020) Xu Zhang et al.   INFORMATION SCIENCES

A review of modularization techniques in artificial neural networks

(2019) Mohammed Amer et al.   ARTIFICIAL INTELLIGENCE REVIEW

A Comparison of Random Forest Variable Selection Methods for Classification Prediction Modeling

(2019) Jaime Lynn Speiser et al.   EXPERT SYSTEMS WITH APPLICATIONS

Continual lifelong learning with neural networks: A review

(2019) German I. Parisi et al.   NEURAL NETWORKS

Applications of Bayesian networks and Petri nets in safety, reliability, and risk assessments: A review

(2019) Sohag Kabir et al.   SAFETY SCIENCE

Speeding up k-Nearest Neighbors classifier for large-scale multi-label learning on GPUs

(2019) Przemysław Skryjomski et al.   NEUROCOMPUTING

RBFNN-Based Minimum Entropy Filtering for a Class of Stochastic Nonlinear Systems

(2019) Xin Yin et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Coupling rub-impact dynamics of double translational joints with subsidence for time-varying load in a planar mechanical system

(2019) Shungen Xiao et al.   MULTIBODY SYSTEM DYNAMICS

Tree-CNN: A hierarchical Deep Convolutional Neural Network for incremental learning

(2019) Deboleena Roy et al.   NEURAL NETWORKS

Broad Convolutional Neural Network Based Industrial Process Fault Diagnosis With Incremental Learning Capability

(2019) Wanke Yu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Selecting training sets for support vector machines: a review

(2018) Jakub Nalepa et al.   ARTIFICIAL INTELLIGENCE REVIEW

New Incremental Learning Algorithm With Support Vector Machines

(2018) Jie Xu et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Classification Under Streaming Emerging New Classes: A Solution Using Completely-Random Trees

(2017) Xin Mu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Fault detection, location and classification of a transmission line

(2017) Debani Prasad Mishra et al.   NEURAL COMPUTING & APPLICATIONS

A method of anomaly detection and fault diagnosis with online adaptive learning under small training samples

(2017) LI Dong et al.   PATTERN RECOGNITION

Lifelong machine learning: a paradigm for continuous learning

(2017) Bing Liu   Frontiers of Computer Science

Out-of-Sample Generalizations for Supervised Manifold Learning for Classification

(2016) Elif Vural et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Fault detection, diagnosis and recovery using Artificial Immune Systems: A review

(2015) Nawel Bayar et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Deep learning

(2015) Yann LeCun et al.   NATURE

Machine learning: Trends, perspectives, and prospects

(2015) M. I. Jordan et al.   SCIENCE

Pattern classification and clustering: A review of partially supervised learning approaches

(2013) Friedhelm Schwenker et al.   PATTERN RECOGNITION LETTERS

Re-visiting the artificial immune recognition system: a survey and an improved version

(2012) Ilyes Jenhani et al.   ARTIFICIAL INTELLIGENCE REVIEW

Multiplicative update rules for incremental training of multiclass support vector machines

(2011) Symeon Nikitidis et al.   PATTERN RECOGNITION

Recent Advances in Artificial Immune Systems: Models and Applications

(2010) Dipankar Dasgupta et al.   APPLIED SOFT COMPUTING

A Survey of artificial immune applications

(2010) Jieqiong Zheng et al.   ARTIFICIAL INTELLIGENCE REVIEW

Medical application of information gain-based artificial immune recognition system (IG-AIRS): Classification of microorganism species

(2008) Sadık Kara et al.   EXPERT SYSTEMS WITH APPLICATIONS