Benchmarking knowledge-driven zero-shot learning

A review of the semantic web field

(2021) Pascal Hitzler   COMMUNICATIONS OF THE ACM

Knowledge Graph Embedding for Link Prediction

(2021) Andrea Rossi et al.   ACM Transactions on Knowledge Discovery from Data

Using ontologies to enhance human understandability of global post-hoc explanations of black-box models

(2021) Roberto Confalonieri et al.   ARTIFICIAL INTELLIGENCE

OWL2Vec*: embedding of OWL ontologies

(2021) Jiaoyan Chen et al.   MACHINE LEARNING

Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly

(2018) Yongqin Xian et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Knowledge Graph Embedding: A Survey of Approaches and Applications

(2017) Quan Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

DL-Learner—A framework for inductive learning on the Semantic Web

(2016) Lorenz Bühmann et al.   Journal of Web Semantics

Attribute-Based Classification for Zero-Shot Visual Object Categorization

(2013) Christoph H. Lampert et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Ontologies and the semantic web

(2008) Ian Horrocks   COMMUNICATIONS OF THE ACM