Lista de obras - Heiko Paulheim - Dominio Público Uruguay

14th International Semantic Web Conference 2015 Bethlehem, PA, USA; October 11–15

A Collection of Benchmark Datasets for Systematic Evaluations of Machine Learning on the Semantic Web

artículo científico publicado en 2016

A Knowledge Graph for Assessing Agressive Tax Planning Strategies

artículo científico publicado en 2020

A Web-scale Study of the Adoption and Evolution of the schema.org Vocabulary over Time

article

A decomposition of the outlier detection problem into a set of supervised learning problems

article

A machine learning approach for product matching and categorization

artículo científico publicado en 2018

Adoption of the Linked Data Best Practices in Different Topical Domains

artículo científico publicado en 2014

Automatic Detection Of Relation Assertion Errors And Induction Of Relation Constraints

article published in the Semantic Web Journal

Background Knowledge in Schema Matching: Strategy vs. Data

artículo científico publicado en 2021

Biased graph walks for RDF graph embeddings

artículo científico publicado en 2017

Biomedical Knowledge Graph Embeddings with Negative Statements

artículo científico publicado en 2023

Building a Conference Recommender System based on SciGraph and WikiCFP

scholarly article by Andreea Iana et al published 2019 in Semantic Systems. The Power of AI and Knowledge Graphs: 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9–12, 2019, Proceedings

CSSA'20: Workshop on Combining Symbolic and Sub-Symbolic Methods and their Applications

Combining Machine Learning and Semantic Web: A Systematic Mapping Study

artículo científico publicado en 2023

Context-Sensitive Semantic Synchronization Enablement in Electronic Negotiations

DBkWik: A Consolidated Knowledge Graph from Thousands of Wikis

DBkWik: Towards Knowledge Graph Creation from Thousands of Wikis

artículo científico publicado en 2017

DBkWik: extracting and integrating knowledge from thousands of Wikis

artículo científico publicado en 2019

Data-Driven Joint Debugging of the DBpedia Mappings and Ontology

artículo científico publicado en 2017

Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG ⬇️

Detecting Errors in Numerical Linked Data Using Cross-Checked Outlier Detection

artículo científico publicado en 2014

Detecting Incorrect Numerical Data in DBpedia

article by Dominik Wienand & Heiko Paulheim published 2014 in Lecture Notes in Computer Science

Detection of Relation Assertion Errors in Knowledge Graphs

Discoverability of SPARQL Endpoints in Linked Open Data

artículo científico publicado en 2013

Embedding Knowledge Graphs with RDF2vec

book edition from 2023

Enhancing a Location-based Recommendation System by Enrichment with Structured Data from the Web

scholarly article published 2014

Entity Extraction from Wikipedia List Pages

artículo científico publicado en 2020

Entity Type Prediction Leveraging Graph Walks and Entity Descriptions.

artículo científico publicado en 2022

Evaluating Ontology Matchers on Real-World Financial Services Data Models ⬇️

artículo científico publicado en 2019

Evaluation measures for ontology matchers in supervised matching scenarios

scientific article published at ISWC 2013

Explain-a-LOD

Extracting Literal Assertions for DBpedia from Wikipedia Abstracts

artículo científico publicado en 2019

FinMatcher at FinSim-2: Hypernym Detection in the Financial Services Domain using Knowledge Graphs

artículo científico publicado en 2021

From Word Embeddings to Knowledge Graph Embeddings

Global RDF Vector Space Embeddings

artículo científico publicado en 2017

GraphConfRec: A Graph Neural Network-Based Conference Recommender System

artículo científico publicado en 2021

How much is a Triple? Estimating the Cost of Knowledge Graph Creation

artículo científico publicado en 2018

I See a Car Crash: Real-time Detection of Small Scale Incidents in Microblogs ⬇️

artículo científico publicado en 2014

Improving the Quality of Linked Data Using Statistical Distributions

article by Heiko Paulheim & Christian Bizer published April 2014 in International Journal on Semantic Web and Information Systems

Information Extraction From Co-Occurring Similar Entities

artículo científico publicado en 2021

KGrEaT: A Framework to Evaluate Knowledge Graphs via Downstream Tasks

artículo científico publicado en 2023

KGvec2go -- Knowledge Graph Embeddings as a Service ⬇️

artículo científico publicado en 2020

Knowledge Graph Embeddings: Open Challenges and Opportunities

artículo científico publicado en 2023

Knowledge Graphs on the Web -- an Overview ⬇️

academic paper published in 2020

Knowledge graph embedding for data mining vs. knowledge graph embedding for link prediction – two sides of the same coin?

artículo científico publicado en 2022

Knowledge graph refinement: A survey of approaches and evaluation methods

Language-Agnostic Relation Extraction from Abstracts in Wikis

article published in 2018

Language-Agnostic Relation Extraction from Wikipedia Abstracts

artículo científico publicado en 2017

Large-scale taxonomy induction using entity and word embeddings

Local and global feature selection for multilabel classification with binary relevance

MELT - Matching EvaLuation Toolkit

artículo científico publicado en 2019

MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation

artículo científico publicado en 2024

Make Embeddings Semantic Again!

artículo científico publicado en 2018

Mining the Web of Linked Data with RapidMiner

More is not Always Better: The Negative Impact of A-box Materialization on RDF2vec Knowledge Graph Embeddings ⬇️

NASTyLinker: NIL-Aware Scalable Transformer-Based Entity Linker

OLaLa results for OAEI 2023 ⬇️

artículo científico publicado en 2023

OLaLa: Ontology Matching with Large Language Models

artículo científico publicado en 2023

On a Generalized Framework for Time-Aware Knowledge Graphs

Ontologies for User Interface Integration

artículo científico publicado en 2009

Ontology-Enhanced User Interfaces

artículo científico publicado en 2010

Ontology-based Application Integration on the User Interface Level

Order Matters: Matching Multiple Knowledge Graphs

artículo científico publicado en 2021

Predicting incorrect mappings

artículo científico publicado en 2018

Putting RDF2vec in Order ⬇️

artículo científico publicado en 2021

RDF Graph Embeddings for Content-based Recommender Systems ⬇️

artículo científico publicado en 2016

RDF2Vec Light - A Lightweight Approach for Knowledge Graph Embeddings

artículo científico publicado en 2020

RDF2Vec Light – A Lightweight Approach for Knowledge Graph Embeddings ⬇️

artículo científico publicado en 2020

RDF2Vec: RDF Graph Embeddings and Their Applications ⬇️

artículo científico publicado en 2016

RDF2Vec: RDF Graph Embeddings for Data Mining

artículo científico publicado en 2016

RDF2Vec: RDF graph embeddings and their applications

Results of the Ontology Alignment Evaluation Initiative 2023 ⬇️

artículo científico publicado en 2023

Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE

artículo científico publicado en 2023

Semantic Web in data mining and knowledge discovery: A comprehensive survey

artículo científico publicado en 2016

Serving DBpedia with DOLCE – More than Just Adding a Cherry on Top

artículo científico publicado en 2015

Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives

artículo científico publicado en 2023

Synthesizing Knowledge Graphs for Link and Type Prediction Benchmarking

artículo científico publicado en 2017

The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings.

artículo científico publicado en 2022

The Knowledge Graph Track at OAEI

artículo científico publicado en 2020

The Mannheim Search Join Engine

The Second Open Knowledge Extraction Challenge

article by Andrea Giovanni Nuzzolese et al published 2016 in Communications in Computer and Information Science

Towards Analyzing the Bias of News Recommender Systems Using Sentiment and Stance Detection

artículo científico publicado en 2022

Towards Binarizing Knowledge Graph Embeddings for Node Classification ⬇️

artículo científico publicado en 2024

Towards Exploiting Implicit Human Feedback for Improving RDF2vec Embeddings ⬇️

Towards Improving a Student Advisory Service Chatbot Using Knowledge Graphs ⬇️

artículo científico publicado en 2024

Towards More Accurate Statistical Profiling of Deployed schema.org Microdata

article

Transformer Based Semantic Relation Typing for Knowledge Graph Integration

Type Inference on Noisy RDF Data

article by Heiko Paulheim & Christian Bizer published 2013 in Lecture Notes in Computer Science

Type Prediction in Noisy RDF Knowledge Bases Using Hierarchical Multilabel Classification with Graph and Latent Features

article published in 2017

Type Prediction in RDF Knowledge Bases Using Hierarchical Multilabel Classification

artículo científico publicado en 2016

Uncovering the Semantics of Wikipedia Categories ⬇️

artículo científico publicado en 2019

Understanding Forest Health with Remote Sensing, Part III: Requirements for a Scalable Multi-Source Forest Health Monitoring Network Based on Data Science Approaches

article

Universal Preprocessing Operators for Embedding Knowledge Graphs with Literals ⬇️

artículo científico publicado en 2023

Unsupervised generation of data mining features from linked open data

scholarly article published 2012

Web Data Commons - Web Table Corpus 2012 / English-language Relational Subset

Web relational english table corpus extracted from the August 2012 Common Crawl

Web Data Commons - Web Table Corpus 2012 / Relational Data

Web relational table corpus extracted from the August 2012 Common Crawl

Web Data Commons - WebIsA Database

Hypernymy relations extracted from the CommonCrawl web corpus

WebIsALOD: Providing Hypernymy Relations Extracted from the Web as Linked Open Data

artículo científico publicado en 2017

What SPARQL Query Logs Tell and Do Not Tell About Semantic Relatedness in LOD

article published in 2015

What is Special about Bethlehem, Pennsylvania? Identifying Unusual Facts about DBpedia Entities

artículo científico publicado en 2015

Wildfire Prediction Using Spatio-Temporal Knowledge Graphs ⬇️

scikit-learn Pipelines Meet Knowledge Graphs

One Knowledge Graph to Rule Them All? Analyzing the Differences Between DBpedia, YAGO, Wikidata & co ⬇️

scholarly article by Daniel Ringler published in January 2017

Lista de obras de Heiko Paulheim

14th International Semantic Web Conference 2015 Bethlehem, PA, USA; October 11–15

A Collection of Benchmark Datasets for Systematic Evaluations of Machine Learning on the Semantic Web

A Knowledge Graph for Assessing Agressive Tax Planning Strategies

A Web-scale Study of the Adoption and Evolution of the schema.org Vocabulary over Time

A decomposition of the outlier detection problem into a set of supervised learning problems

A machine learning approach for product matching and categorization

Adoption of the Linked Data Best Practices in Different Topical Domains

Automatic Detection Of Relation Assertion Errors And Induction Of Relation Constraints

Background Knowledge in Schema Matching: Strategy vs. Data

Biased graph walks for RDF graph embeddings

Biomedical Knowledge Graph Embeddings with Negative Statements

Building a Conference Recommender System based on SciGraph and WikiCFP

CSSA'20: Workshop on Combining Symbolic and Sub-Symbolic Methods and their Applications

Combining Machine Learning and Semantic Web: A Systematic Mapping Study

Context-Sensitive Semantic Synchronization Enablement in Electronic Negotiations

DBkWik: A Consolidated Knowledge Graph from Thousands of Wikis

DBkWik: Towards Knowledge Graph Creation from Thousands of Wikis

DBkWik: extracting and integrating knowledge from thousands of Wikis

Data-Driven Joint Debugging of the DBpedia Mappings and Ontology

Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG ⬇️

Detecting Errors in Numerical Linked Data Using Cross-Checked Outlier Detection

Detecting Incorrect Numerical Data in DBpedia

Detection of Relation Assertion Errors in Knowledge Graphs

Discoverability of SPARQL Endpoints in Linked Open Data

Embedding Knowledge Graphs with RDF2vec

Enhancing a Location-based Recommendation System by Enrichment with Structured Data from the Web

Entity Extraction from Wikipedia List Pages

Entity Type Prediction Leveraging Graph Walks and Entity Descriptions.

Evaluating Ontology Matchers on Real-World Financial Services Data Models ⬇️

Evaluation measures for ontology matchers in supervised matching scenarios

Explain-a-LOD

Extracting Literal Assertions for DBpedia from Wikipedia Abstracts

FinMatcher at FinSim-2: Hypernym Detection in the Financial Services Domain using Knowledge Graphs

From Word Embeddings to Knowledge Graph Embeddings

Global RDF Vector Space Embeddings

GraphConfRec: A Graph Neural Network-Based Conference Recommender System

How much is a Triple? Estimating the Cost of Knowledge Graph Creation

I See a Car Crash: Real-time Detection of Small Scale Incidents in Microblogs ⬇️

Improving the Quality of Linked Data Using Statistical Distributions

Information Extraction From Co-Occurring Similar Entities

KGrEaT: A Framework to Evaluate Knowledge Graphs via Downstream Tasks

KGvec2go -- Knowledge Graph Embeddings as a Service ⬇️

Knowledge Graph Embeddings: Open Challenges and Opportunities

Knowledge Graphs on the Web -- an Overview ⬇️

Knowledge graph embedding for data mining vs. knowledge graph embedding for link prediction – two sides of the same coin?

Knowledge graph refinement: A survey of approaches and evaluation methods

Language-Agnostic Relation Extraction from Abstracts in Wikis

Language-Agnostic Relation Extraction from Wikipedia Abstracts

Large-scale taxonomy induction using entity and word embeddings

Local and global feature selection for multilabel classification with binary relevance

MELT - Matching EvaLuation Toolkit

MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation

Make Embeddings Semantic Again!

Mining the Web of Linked Data with RapidMiner

More is not Always Better: The Negative Impact of A-box Materialization on RDF2vec Knowledge Graph Embeddings ⬇️

NASTyLinker: NIL-Aware Scalable Transformer-Based Entity Linker

OLaLa results for OAEI 2023 ⬇️

OLaLa: Ontology Matching with Large Language Models

On a Generalized Framework for Time-Aware Knowledge Graphs

Ontologies for User Interface Integration

Ontology-Enhanced User Interfaces

Ontology-based Application Integration on the User Interface Level

Order Matters: Matching Multiple Knowledge Graphs

Predicting incorrect mappings

Putting RDF2vec in Order ⬇️

RDF Graph Embeddings for Content-based Recommender Systems ⬇️

RDF2Vec Light - A Lightweight Approach for Knowledge Graph Embeddings

RDF2Vec Light – A Lightweight Approach for Knowledge Graph Embeddings ⬇️

RDF2Vec: RDF Graph Embeddings and Their Applications ⬇️

RDF2Vec: RDF Graph Embeddings for Data Mining

RDF2Vec: RDF graph embeddings and their applications

Results of the Ontology Alignment Evaluation Initiative 2023 ⬇️

Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE

Semantic Web in data mining and knowledge discovery: A comprehensive survey

Serving DBpedia with DOLCE – More than Just Adding a Cherry on Top

Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives

Synthesizing Knowledge Graphs for Link and Type Prediction Benchmarking

The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings.

The Knowledge Graph Track at OAEI