Evgeny Kharlamov | DeepAI

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∙ 08/02/2023

Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case

Recently there has been a series of studies in knowledge graph embedding...

0 Zhipeng Tan, et al. ∙

∙ 08/02/2023

Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case

Industry 4.0 and Internet of Things (IoT) technologies unlock unpreceden...

0 Baifan Zhou, et al. ∙

∙ 05/04/2023

ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics

Many machine learning (ML) libraries are accessible online for ML practi...

0 Antonis Klironomos, et al. ∙

∙ 04/10/2023

GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner

Graph self-supervised learning (SSL), including contrastive and generati...

0 Zhenyu Hou, et al. ∙

∙ 09/22/2022

Towards Ontology Reshaping for KG Generation with User-in-the-Loop: Applied to Bosch Welding

Knowledge graphs (KG) are used in a wide range of applications. The auto...

0 Dongzhuoran Zhou, et al. ∙

∙ 03/12/2022

GRAND+: Scalable Graph Random Neural Networks

Graph neural networks (GNNs) have been widely adopted for semi-supervise...

0 Wenzheng Feng, et al. ∙

∙ 03/02/2022

SelfKG: Self-Supervised Entity Alignment in Knowledge Graphs

Entity alignment, aiming to identify equivalent entities across differen...

0 Xiao Liu, et al. ∙

∙ 09/08/2021

On Event-Driven Knowledge Graph Completion in Digital Factories

Smart factories are equipped with machines that can sense their manufact...

32 Martin Ringsquandl, et al. ∙

∙ 08/17/2021

GCCAD: Graph Contrastive Coding for Anomaly Detection

Graph-based anomaly detection has been widely used for detecting malicio...

0 Bo Chen, et al. ∙

∙ 06/17/2021

A Self-supervised Method for Entity Alignment

Entity alignment, aiming to identify equivalent entities across differen...

0 Xiao Liu, et al. ∙

∙ 06/12/2021

TDGIA:Effective Injection Attacks on Graph Neural Networks

Graph Neural Networks (GNNs) have achieved promising performance in vari...

0 Xu Zou, et al. ∙

∙ 05/01/2020

Enriching Documents with Compact, Representative, Relevant Knowledge Graphs

A prominent application of knowledge graph (KG) is document enrichment. ...

0 Shuxin Li, et al. ∙

∙ 05/01/2020

Neural Entity Summarization with Joint Encoding and Weak Supervision

In a large-scale knowledge graph (KG), an entity is often described by a...

0 Junyou Li, et al. ∙

∙ 01/25/2020

On Expansion and Contraction of DL-Lite Knowledge Bases

Knowledge bases (KBs) are not static entities: new information constantl...

0 Dmitriy Zheleznyakov, et al. ∙

∙ 01/14/2020

On Equivalence and Cores for Incomplete Databases in Open and Closed Worlds

Data exchange heavily relies on the notion of incomplete database instan...

0 Henrik Forssell, et al. ∙

∙ 08/29/2019

Towards More Usable Dataset Search: From Query Characterization to Snippet Generation

Reusing published datasets on the Web is of great interest to researcher...

0 Jinchi Chen, et al. ∙

∙ 07/02/2019

A Framework for Evaluating Snippet Generation for Dataset Search

Reusing existing datasets is of considerable significance to researchers...

0 Xiaxia Wang, et al. ∙

∙ 07/18/2016

Towards Analytics Aware Ontology Based Access to Static and Streaming Data (Extended Version)

Real-time analytics that requires integration and aggregation of heterog...

0 Evgeny Kharlamov, et al. ∙

∙ 04/24/2015

Controlled Query Evaluation for Datalog and OWL 2 Profile Ontologies

We study confidentiality enforcement in ontologies under the Controlled ...

0 Bernardo Cuenca Grau, et al. ∙

∙ 04/23/2013

Verification of Inconsistency-Aware Knowledge and Action Bases (Extended Version)

Description Logic Knowledge and Action Bases (KABs) have been recently i...

0 Diego Calvanese, et al. ∙

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