Cognitive structure learning model for hierarchical multi-label text classification

Feature selection for hierarchical classification via joint semantic and structural information of labels

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

Paper recommendation based on heterogeneous network embedding

(2020) Zafar Ali et al.   KNOWLEDGE-BASED SYSTEMS

Deep neural network for hierarchical extreme multi-label text classification

(2019) Francesco Gargiulo et al.   APPLIED SOFT COMPUTING

Modeling sentiment dependencies with graph convolutional networks for aspect-level sentiment classification

(2019) Pinlong Zhao et al.   KNOWLEDGE-BASED SYSTEMS

Review of ensembles of multi-label classifiers: Models, experimental study and prospects

(2018) Jose M. Moyano et al.   Information Fusion

An analysis of hierarchical text classification using word embeddings

(2018) Roger Alan Stein et al.   INFORMATION SCIENCES

Hierarchical Multi-label Classification using Fully Associative Ensemble Learning

(2017) L. Zhang et al.   PATTERN RECOGNITION

Meta-cognitive online sequential extreme learning machine for imbalanced and concept-drifting data classification

(2016) Bilal Mirza et al.   NEURAL NETWORKS

Evaluation measures for hierarchical classification: a unified view and novel approaches

(2014) Aris Kosmopoulos et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Multi-label collective classification via Markov chain based learning method

(2014) Qingyao Wu et al.   KNOWLEDGE-BASED SYSTEMS

An evaluation of global-model hierarchical classification algorithms for hierarchical classification problems with single path of labels

(2013) Helyane Bronoski Borges et al.   COMPUTERS & MATHEMATICS WITH APPLICATIONS

A Review on Multi-Label Learning Algorithms

(2013) Min-Ling Zhang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Hierarchical multi-label classification using local neural networks

(2013) Ricardo Cerri et al.   JOURNAL OF COMPUTER AND SYSTEM SCIENCES

An evaluation of classification models for question topic categorization

(2012) Bo Qu et al.   JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY

Finding faults: How moral dilemmas illuminate cognitive structure

(2011) Fiery Cushman et al.   Social Neuroscience

A survey of hierarchical classification across different application domains

(2010) Carlos N. Silla et al.   DATA MINING AND KNOWLEDGE DISCOVERY