Cover Image

ExeKGLib: A Platform for Machine Learning Analytics based on Knowledge Graphs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Klironomos, Antonis, Zhou, Baifan, Tan, Zhipeng, Zheng, Zhuoxun, Gad-Elrab, Mohamed H., Paulheim, Heiko, Kharlamov, Evgeny
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ReaLitE: Enrichment of Relation Embeddings in Knowledge Graphs using Numeric Literals
by: Klironomos, Antonis, et al.
Published: (2025)

Integrating Meta-Features with Knowledge Graph Embeddings for Meta-Learning
by: Klironomos, Antonis, et al.
Published: (2026)

Multi-dataset and Transfer Learning Using Gene Expression Knowledge Graphs
by: Sousa, Rita T., et al.
Published: (2025)

Improving Knowledge Graph Embeddings through Contrastive Learning with Negative Statements
by: Sousa, Rita T., et al.
Published: (2025)

Integrating Heterogeneous Gene Expression Data through Knowledge Graphs for Improving Diabetes Prediction
by: Sousa, Rita T., et al.
Published: (2024)

Knowledge Graph Completion for Action Prediction on Situational Graphs -- A Case Study on Household Tasks
by: Arustashvili, Mariam, et al.
Published: (2025)

GeoRDF2Vec Learning Location-Aware Entity Representations in Knowledge Graphs
by: Boeckling, Martin, et al.
Published: (2025)

Bio-KGvec2go: Serving up-to-date Dynamic Biomedical Knowledge Graph Embeddings
by: Ahmad, Hamid, et al.
Published: (2025)

Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks
by: Böckling, Martin, et al.
Published: (2025)

A Planet Scale Spatial-Temporal Knowledge Graph Based On OpenStreetMap And H3 Grid
by: Böckling, Martin, et al.
Published: (2024)

gpuRDF2vec -- Scalable GPU-based RDF2vec
by: Böckling, Martin, et al.
Published: (2025)

SnapE -- Training Snapshot Ensembles of Link Prediction Models
by: Shaban, Ali, et al.
Published: (2024)

What Breaks Knowledge Graph based RAG? Benchmarking and Empirical Insights into Reasoning under Incomplete Knowledge
by: Zhou, Dongzhuoran, et al.
Published: (2025)

Do LLMs Really Adapt to Domains? An Ontology Learning Perspective
by: Mai, Huu Tan, et al.
Published: (2024)

Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness
by: Zhou, Dongzhuoran, et al.
Published: (2025)

Certainty in Uncertainty: Reasoning over Uncertain Knowledge Graphs with Statistical Guarantees
by: Zhu, Yuqicheng, et al.
Published: (2025)

MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation
by: Iana, Andreea, et al.
Published: (2024)

Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation
by: Iana, Andreea, et al.
Published: (2023)

Peeling Back the Layers: An In-Depth Evaluation of Encoder Architectures in Neural News Recommenders
by: Iana, Andreea, et al.
Published: (2024)

GR-Agent: Adaptive Graph Reasoning Agent under Incomplete Knowledge
by: Zhou, Dongzhuoran, et al.
Published: (2025)

Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs
by: He, Yunjie, et al.
Published: (2023)

Adaptive multi-criteria-based load balancing technique for resource allocation in fog-cloud environments
by: Gad-Elrab, Ahmed A. A., et al.
Published: (2024)

Leveraging Graph Structure in Seq2Seq Models for Knowledge Graph Link Prediction
by: Phuc, Luu Huu, et al.
Published: (2026)

Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction
by: Zhu, Yuqicheng, et al.
Published: (2024)

Conformalized Answer Set Prediction for Knowledge Graph Embedding
by: Zhu, Yuqicheng, et al.
Published: (2024)

Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings
by: Zhu, Yuqicheng, et al.
Published: (2025)

Generating $SROI^-$ Ontologies via Knowledge Graph Query Embedding Learning
by: He, Yunjie, et al.
Published: (2024)

Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings
by: Zhu, Yuqicheng, et al.
Published: (2024)

By Fair Means or Foul: Quantifying Collusion in a Market Simulation with Deep Reinforcement Learning
by: Schlechtinger, Michael, et al.
Published: (2024)

Do Similar Entities have Similar Embeddings?
by: Hubert, Nicolas, et al.
Published: (2023)

Robust Knowledge Extraction from Large Language Models using Social Choice Theory
by: Potyka, Nico, et al.
Published: (2023)

The River Exe SAP Consultation Document
Published: (2003)

The River Exe SAP Final Plan
Published: (2003)

Temporal Graph Memory Networks For Knowledge Tracing
by: Gad, Seif, et al.
Published: (2024)

Automatic Order, Bandwidth Selection and Flaws of Eigen Adjustment in HAC Estimation
by: Li, Zhuoxun, et al.
Published: (2025)

News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation
by: Iana, Andreea, et al.
Published: (2024)

River Exe Fisheries Survey 1966-1967
by: Nott, F.J., et al.
Published: (1968)

ExeChecker: Where Did I Go Wrong?
by: Gu, Yiwen, et al.
Published: (2024)

Alleviating Over-Smoothing via Aggregation over Compact Manifolds
by: Zhou, Dongzhuoran, et al.
Published: (2024)

GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model
by: Pang, Yunhe, et al.
Published: (2024)