Freddy Lécué

Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2022

Interpretable Preference-based Reinforcement Learning with Tree-Structured Reward Functions.

[BibT_eX]

[DOI]

Tom Bewley

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

A Simplified Benchmark for Ambiguous Explanations of Knowledge Graph Link Prediction Using Relational Graph Convolutional Networks (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

FisheyeHDK: Hyperbolic Deformable Kernel Learning for Ultra-Wide Field-of-View Image Recognition.

[BibT_eX]

[DOI]

Ola Ahmad

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Knowledge graph embeddings for dealing with concept drift in machine learning.

[BibT_eX]

[DOI]

J. Web Semant., 2021

Adaptable Deformable Convolutions for Semantic Segmentation of Fisheye Images in Autonomous Driving Systems.

[BibT_eX]

[DOI]

CoRR, 2021

Linked Data Ground Truth for Quantitative and Qualitative Evaluation of Explanations for Relational Graph Convolutional Network Link Prediction on Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14, 2021

A Simplified Benchmark for Non-ambiguous Explanations of Knowledge Graph Link Prediction using Relational Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the ISWC 2021 Posters, 2021

User Scored Evaluation of Non-Unique Explanations for Relational Graph Convolutional Network Link Prediction on Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the K-CAP '21: Knowledge Capture Conference, 2021

2020

Knowledge-Based Explanations for Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, 2020

On the role of knowledge graphs in explainable AI.

[BibT_eX]

[DOI]

Semantic Web, 2020

Trustworthy Convolutional Neural Networks: A Gradient Penalized-based Approach.

[BibT_eX]

[DOI]

CoRR, 2020

Background Knowledge Injection for Interpretable Sequence Classification.

[BibT_eX]

[DOI]

CoRR, 2020

Reasoning Engine for Support Maintenance.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - ISWC 2020, 2020

Ontology-guided Semantic Composition for Zero-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning, 2020

ConceptBert: Concept-Aware Representation for Visual Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Towards Knowledge-Augmented Visual Question Answering.

[BibT_eX]

[DOI]

Maryam Ziaeefard

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Explainable Artificial Intelligence: Concepts, Applications, Research Challenges and Visions.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Extraction, 2020

2019

A Distributed Markovian Parking Assist System.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2019

Special Issue on Semantic Technology.

[BibT_eX]

[DOI]

New Gener. Comput., 2019

Local Score Dependent Model Explanation for Time Dependent Covariates.

[BibT_eX]

[DOI]

Xochitl Watts

CoRR, 2019

Feeding Machine Learning with Knowledge Graphs for Explainable Object Detection.

[BibT_eX]

[DOI]

Tanguy Pommellet

Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019

Thales XAI Platform: Adaptable Explanation of Machine Learning Systems - A Knowledge Graphs Perspective.

[BibT_eX]

[DOI]

Simon Corbeil-Letourneau

Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019

Augmenting Transfer Learning with Semantic Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Amsterdam to Dublin Eventually Delayed? LSTM and Transfer Learning for Predicting Delays of Low Cost Airlines.

[BibT_eX]

[DOI]

Nicholas McCarthy

Mohammad Karzand

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Human-in-the-Loop Feature Selection.

[BibT_eX]

[DOI]

Alvaro H. C. Correia

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Interpretable Credit Application Predictions With Counterfactual Explanations.

[BibT_eX]

[DOI]

CoRR, 2018

Semantic Explanations of Predictions.

[BibT_eX]

[DOI]

CoRR, 2018

Knowledge-Based Transfer Learning Explanation.

[BibT_eX]

[DOI]

Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Sixteenth International Conference, 2018

Explainable AI: The New 42?

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Extraction, 2018

2017

Explaining and predicting abnormal expenses at large scale using knowledge graph based reasoning.

[BibT_eX]

[DOI]

J. Web Semant., 2017

Personalizing Actions in Context for Risk Management Using Semantic Web Technologies.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - ISWC 2017, 2017

Learning from Ontology Streams with Semantic Concept Drift.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Deep Dive on Smart Cities by Scaling Reasoning and Interpreting the Semantics of IoT.

[BibT_eX]

[DOI]

Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

2016

Flexible Construction of Executable Service Compositions from Reusable Semantic Knowledge.

[BibT_eX]

[DOI]

Rik Eshuis

ACM Trans. Web, 2016

Semantic Web Service Search: A Brief Survey.

[BibT_eX]

[DOI]

Künstliche Intell., 2016

AI for Traffic Analytics.

[BibT_eX]

[DOI]

IEEE Intell. Informatics Bull., 2016

Using Semantic Web Technologies for Explaining and Predicting Abnormal Expenses.

[BibT_eX]

[DOI]

John Vard

Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016

Applying Machine Reasoning and Learning in Real World Applications.

[BibT_eX]

[DOI]

Proceedings of the Reasoning Web: Logical Foundation of Knowledge Graph Construction and Query Answering, 2016

Explanatory Diagnosis of an Ontology Stream via Reasoning About Actions.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015

Elastic Stream Processing for Distributed Environments.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2015

Reports of the AAAI 2014 Conference Workshops.

[BibT_eX]

[DOI]

AI Mag., 2015

Scalable Maintenance of Knowledge Discovery in an Ontology Stream.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Distributed and Scalable OWL EL Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web. Latest Advances and New Domains, 2015

Minimizing User Involvement for Accurate Ontology Matching Problems.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Consistent Knowledge Discovery from Evolving Ontologies.

[BibT_eX]

[DOI]

Jeff Z. Pan

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Smart traffic analytics in the semantic web with STAR-CITY: Scenarios, system and lessons learned in Dublin City.

[BibT_eX]

[DOI]

J. Web Semant., 2014

SPUD - Semantic Processing of Urban Data.

[BibT_eX]

[DOI]

Aris Gkoulalas-Divanis

Giusy Di Lorenzo

Pol Mac Aonghusa

J. Web Semant., 2014

Adapting Semantic Sensor Networks for Smart Building Diagnosis.

[BibT_eX]

[DOI]

Joern Ploennigs

Proceedings of the Semantic Web - ISWC 2014, 2014

Semantic Traffic Diagnosis with STAR-CITY: Architecture and Lessons Learned from Deployment in Dublin, Bologna, Miami and Rio.

[BibT_eX]

[DOI]

Robert Tucker

Proceedings of the Semantic Web - ISWC 2014, 2014

STAR-CITY: semantic traffic analytics and reasoning for CITY.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Intelligent User Interfaces, 2014

Predicting Severity of Road Traffic Congestion Using Semantic Web Technologies.

[BibT_eX]

[DOI]

Marco Luca Sbodio

Proceedings of the Semantic Web: Trends and Challenges - 11th International Conference, 2014

Exploiting the Semantic Web for Systems Diagnosis.

[BibT_eX]

[DOI]

Joern Ploennigs

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Extending Semantic Sensor Networks for Automatically Tackling Smart Building Problems.

[BibT_eX]

[DOI]

Joern Ploennigs

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Towards Consistency Checking over Evolving Ontologies.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Towards Scalable Exploration of Diagnoses in an Ontology Stream.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

End Users Developing Mashups.

[BibT_eX]

[DOI]

Proceedings of the Web Services Foundations, 2014

2013

Semantic content-based recommendation of software services using context.

[BibT_eX]

[DOI]

Liwei Liu

ACM Trans. Web, 2013

Real-Time Urban Monitoring in Dublin Using Semantic and Stream Technologies.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - ISWC 2013, 2013

Towards Constructive Evidence of Data Flow-Oriented Web Service Composition.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - ISWC 2013, 2013

Westland row why so slow?: fusing social media and linked data sources for understanding real-time traffic conditions.

[BibT_eX]

[DOI]

Elizabeth M. Daly

Veli Bicer

Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

Predicting Knowledge in an Ontology Stream.

[BibT_eX]

[DOI]

Jeff Z. Pan

Proceedings of the IJCAI 2013, 2013

2012

Reports of the AAAI 2012 Conference Workshops.

[BibT_eX]

[DOI]

Artur S. d'Avila Garcez

AI Mag., 2012

A Prototype for Semantic based Diagnosis of Road Traffic Congestions.

[BibT_eX]

[DOI]

Marco Luca Sbodio

Proceedings of the ISWC 2012 Posters & Demonstrations Track, 2012

Applying Semantic Web Technologies for Diagnosing Road Traffic Congestions.

[BibT_eX]

[DOI]

Marco Luca Sbodio

Proceedings of the Semantic Web - ISWC 2012, 2012

Flexible Construction of Complex Service Compositions from Reusable Semantic Knowledge.

[BibT_eX]

[DOI]

Rik Eshuis

Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012

Cooperative Service Composition.

[BibT_eX]

[DOI]

Proceedings of the Advanced Information Systems Engineering, 2012

Capturing the Pulse of Cities: Opportunity and Research Challenges for Robust Stream Data Reasoning.

[BibT_eX]

[DOI]

Spyros Kotoulas

Pol Mac Aonghusa

Proceedings of the Semantic Cities, 2012

Diagnosing Changes in An Ontology Stream: A DL Reasoning Approach.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

KPI-Based Service Composition Modeling and Optimization with Design Time User Interaction.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Ninth International Conference on Services Computing, 2012

2011

sslGolog: When conditional compositions of web services meet semantic links and causal laws.

[BibT_eX]

[DOI]

Web Intell. Agent Syst., 2011

Seeking Quality of Web Service Composition in a Semantic Dimension.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2011

Towards Semantics-Based Instantiation of Services.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

A Hybrid Approach to Recommending Semantic Software Services.

[BibT_eX]

[DOI]

Liwei Liu

Proceedings of the IEEE International Conference on Web Services, 2011

Inferring Data Flow in Semantic Web Service Composition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2011

Personalizing Access to Semantic Web Services.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2011

Personalizing Your Web Services with Constructive DL Reasoning Join.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Satisfying End User Constraints in Service Composition by Applying Stochastic Search Methods.

[BibT_eX]

[DOI]

Int. J. Web Serv. Res., 2010

Discovery and selection of web services fragments for re-composition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Service-Oriented Computing and Applications, 2010

Service Compositions for All.

[BibT_eX]

[DOI]

Proceedings of the Towards a Service-Based Internet - Third European Conference, 2010

Telecommunication Mashups Using RESTful Services.

[BibT_eX]

[DOI]

Proceedings of the Towards a Service-Based Internet - Third European Conference, 2010

Personalization of Semantic Web Services.

[BibT_eX]

[DOI]

Proceedings of the 4th International Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web, 2010

Using Context Similarity for Service Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010

Combining Collaborative Filtering and Semantic Content-Based Approaches to Recommend Web Services.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010

SOA4All: An Innovative Integrated Approach to Services Composition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2010

Assisted Service Composition for End Users.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE European Conference on Web Services (ECOWS 2010), 2010

Empowering Business Users to Model and Execute Business Processes.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management Workshops, 2010

2009

Les web services sémantiques, automate et intégration II. Composition de services web, technologies et plateformes, applications industrielles.

[BibT_eX]

[DOI]

R. Hassen

Tech. Sci. Informatiques, 2009

Les web services sémantiques, automate et intégration I. Introduction, éléments et scénarios, découverte de services web.

[BibT_eX]

[DOI]

Tech. Sci. Informatiques, 2009

Towards a Semantic State Transition System for Automated Generation of Data Flow in Web Service Composition.

[BibT_eX]

[DOI]

Int. J. Semantic Comput., 2009

Web Service Composition as a Composition of Valid and Robust Semantic Links.

[BibT_eX]

[DOI]

Int. J. Cooperative Inf. Syst., 2009

Optimizing QoS-Aware Semantic Web Service Composition.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - ISWC 2009, 8th International Semantic Web Conference, 2009

Extending Web Service Composition Languages with Semantic Data Flow.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009

Towards Scalability of Quality Driven Semantic Web Service Composition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2009

Provider-Composer Negotiations for Semantic Robustness in Service Compositions.

[BibT_eX]

[DOI]

Usman Wajid

Proceedings of the Service-Oriented Computing, 7th International Joint Conference, 2009

Negotiating Robustness in Semantic Web Service Composition.

[BibT_eX]

[DOI]

Usman Wajid

Proceedings of the Seventh IEEE European Conference on Web Services (ECOWS 2009), 2009

2008

Composition de Services Web: Une Approche basée Liens Sémantiques. (Web Service Composition : Semantic Links based Approach).

[BibT_eX]

[DOI]

PhD thesis, 2008

DL Reasoning and AI Planning for Web Service Composition.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Towards the composition of stateful and independent semantic web services.

[BibT_eX]

[DOI]

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Semantic and Syntactic Data Flow in Web Service Composition.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008

Optimizing Causal Link Based Web Service Composition.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2008, 2008

2007

Applying Abduction in Semantic Web Service Composition.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007

Integrating Discovery and Automated Composition: from Semantic Requirements to Executable Code.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007

A Framework for Dynamic Web Services Composition.

[BibT_eX]

[DOI]

Eduardo Goncalves da Silva

Luís Ferreira Pires

Proceedings of the Emerging Web Services Technology, 2007

Making the Difference in Semantic Web Service Composition.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

A Formal Model for Semantic Web Service Composition.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - ISWC 2006, 5th International Semantic Web Conference, 2006

A Formal Model for Web Service Composition.

[BibT_eX]

[DOI]

Proceedings of the Leading the Web in Concurrent Engineering. Next Generation Concurrent Engineering, 2006

Semantic Web Service Composition Based on a Closed World Assumption.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE European Conference on Web Services (ECOWS 2006), 2006

Semantic Web Service Composition through a Matchmaking of Domain.

[BibT_eX]

[DOI]