Heiner Stuckenschmidt

Orcid: 0000-0002-0209-3859

Affiliations:
  • University of Mannheim, Germany


According to our database1, Heiner Stuckenschmidt authored at least 344 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Explaining neural networks without access to training data.
Mach. Learn., June, 2024

Designing an AI purchasing requisition bundling generator.
Comput. Ind., February, 2024

Anytime bottom-up rule learning for large-scale knowledge graph completion.
VLDB J., January, 2024

SYMPOL: Symbolic Tree-Based On-Policy Reinforcement Learning.
CoRR, 2024

Analytical Uncertainty-Based Loss Weighting in Multi-Task Learning.
CoRR, 2024

A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data.
CoRR, 2024

TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs.
CoRR, 2024

Reevaluation of Inductive Link Prediction.
Proceedings of the Rules and Reasoning, 2024

Rule Confidence Aggregation for Knowledge Graph Completion.
Proceedings of the Rules and Reasoning, 2024

Evaluating the impact of different acoustic contexts on German speech recognition.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

What Fairness Metrics Can Really Tell You: A Case Study in the Educational Domain.
Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

Enabling Mixed Effects Neural Networks for Diverse, Clustered Data Using Monte Carlo Methods.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

History Repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

PyClause - Simple and Efficient Rule Handling for Knowledge Graphs.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

AgentSimulator: An Agent-based Approach for Data-driven Business Process Simulation.
Proceedings of the 6th International Conference on Process Mining, 2024

GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Fact Probability Vector Based Goal Recognition.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

PGTNet: A Process Graph Transformer Network for Remaining Time Prediction of Business Process Instances.
Proceedings of the Advanced Information Systems Engineering, 2024

RAISE the Bar: Restriction of Action Spaces for Improved Social Welfare and Equity in Traffic Management.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Combining Fairness and Causal Graphs to Advance Both.
Proceedings of the 2nd Workshop on Fairness and Bias in AI co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Sketch2Process: End-to-End BPMN Sketch Recognition Based on Neural Networks.
IEEE Trans. Software Eng., April, 2023

GRANDE: Gradient-Based Decision Tree Ensembles.
CoRR, 2023

On the Aggregation of Rules for Knowledge Graph Completion.
CoRR, 2023

Learning Decision Trees with Gradient Descent.
CoRR, 2023

Leveraging Planning Landmarks for Hybrid Online Goal Recognition.
CoRR, 2023

Investigating the Combination of Planning-Based and Data-Driven Methods for Goal Recognition.
CoRR, 2023

An Initial Visual Analysis of German City Dashboards.
Proceedings of the 25th Eurographics Conference on Visualization, 2023

Comparing Apples and Oranges? On the Evaluation of Methods for Temporal Knowledge Graph Forecasting.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Learning Disentangled Discrete Representations.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Outlying Aspect Mining via Sum-Product Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Planning Landmark Based Goal Recognition Revisited: Does Using Initial State Landmarks Make Sense?
Proceedings of the KI 2023: Advances in Artificial Intelligence, 2023

Towards Utilitarian Online Learning - A Review of Online Algorithms in Open Feature Space.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Top-Down Influence? Predicting CEO Personality and Risk Impact from Speech Transcripts.
Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

Designing an AI-enabled Bundling Generator in an Automotive Case Study.
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

Workshop: "Aktuelle Entwicklungen und Perspektiven (an Hochschulen) im Bereich Data Science".
Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023

Der Mannheim Master in Social Data Science.
Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023

Activity Recommendation for Business Process Modeling with Pre-trained Language Models.
Proceedings of the Semantic Web - 20th International Conference, 2023

Investigating the Importance of Demographic Features for EDM-Predictions.
Proceedings of the 16th International Conference on Educational Data Mining, 2023

Rule-based Knowledge Graph Completion with Canonical Models.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Online Random Feature Forests for Learning in Varying Feature Spaces.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Predicting Academic Outcomes: A Survey from 2007 Till 2018.
Technol. Knowl. Learn., 2022

Semantic Interoperability Methods for Smart Service Systems: A Survey.
IEEE Trans. Engineering Management, 2022

Predicting Master's students' academic performance: an empirical study in Germany.
Smart Learn. Environ., 2022

Exploiting label semantics for rule-based activity recommendation in business process modeling.
Inf. Syst., 2022

Outlier Explanation via Sum-Product Networks.
CoRR, 2022

Evaluating the Impact of AI-Based Priced Parking with Social Simulation.
Proceedings of the Social Informatics - 13th International Conference, 2022

Plan-Similarity Based Heuristics for Goal Recognition.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Exchangeability-Aware Sum-Product Networks.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Adversarial Explanations for Knowledge Graph Embeddings.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Supervised Knowledge Aggregation for Knowledge Graph Completion.
Proceedings of the Semantic Web - 19th International Conference, 2022

Dynamic Forest for Learning from Data Streams with Varying Feature Spaces.
Proceedings of the Cooperative Information Systems - 28th International Conference, 2022

Self-learning Governance of Black-Box Multi-Agent Systems.
Proceedings of the Coordination, Organizations, Institutions, Norms, and Ethics for Governance of Multi-Agent Systems XV, 2022

2021
POLARIS: Probabilistic and Ontological Activity Recognition in Smart-Homes.
IEEE Trans. Knowl. Data Eng., 2021

Improving Smart Charging Prioritization by Predicting Electric Vehicle Departure Time.
IEEE Trans. Intell. Transp. Syst., 2021

Open Source Algorithm for Smart Charging of Electric Vehicle Fleets.
IEEE Trans. Ind. Informatics, 2021

Political Text Scaling Meets Computational Semantics.
Trans. Data Sci., 2021

Arrow R-CNN for handwritten diagram recognition.
Int. J. Document Anal. Recognit., 2021

Learning Human Activity From Visual Data Using Deep Learning.
IEEE Access, 2021

Combining Symbolic and Data-Driven Methods for Goal Recognition.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021

Combining Symbolic and Statistical Knowledge for Goal Recognition in Smart Home Environments.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021

Backpropagating through Markov Logic Networks.
Proceedings of the 15th International Workshop on Neural-Symbolic Learning and Reasoning as part of the 1st International Joint Conference on Learning & Reasoning (IJCLR 2021), 2021

DiagramNet: Hand-Drawn Diagram Recognition Using Visual Arrow-Relation Detection.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Governing Black-Box Agents in Competitive Multi-Agent Systems.
Proceedings of the Multi-Agent Systems - 18th European Conference, 2021

Come hither or go away? Recognising pre-electoral coalition signals in the news.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Knowledge Injection via ML-based Initialization of Neural Networks.
Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021

A Rule-Based Recommendation Approach for Business Process Modeling.
Proceedings of the Advanced Information Systems Engineering, 2021

Sketch2BPMN: Automatic Recognition of Hand-Drawn BPMN Models.
Proceedings of the Advanced Information Systems Engineering, 2021

On the Use of Knowledge Graph Completion Methods for Activity Recommendation in Business Process Modeling.
Proceedings of the Business Process Management Workshops, 2021

Why a Naive Way to Combine Symbolic and Latent Knowledge Base Completion Works Surprisingly Well.
Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021

Towards Trace-Graphs for Data-driven Test Case Mining in the Domain of Automated Driving.
Proceedings of the 2021 IEEE International Conference on Artificial Intelligence Testing, 2021

2020
Explaining Financial Uncertainty through Specialized Word Embeddings.
Trans. Data Sci., 2020

Explaining Arguments with Background Knowledge.
Datenbank-Spektrum, 2020

xRAI: Explainable Representations through AI.
CoRR, 2020

Smooth Variational Graph Embeddings for Efficient Neural Architecture Search.
CoRR, 2020

Reinforced Anytime Bottom Up Rule Learning for Knowledge Graph Completion.
CoRR, 2020

Metrics Performance Analysis of Optical Flow.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Knowledge Graphs meet Moral Values.
Proceedings of the Ninth Joint Conference on Lexical and Computational Semantics, 2020

Restructuring of Hoeffding Trees for Trapezoidal Data Streams.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020

Unsupervised stance detection for arguments from consequences.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Explaining Differences Between Unaligned Table Snapshots.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Robust Decision Tree Induction from Unreliable Data Sources.
Proceedings of the 9th European Starting AI Researchers' Symposium 2020 co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020

Neural Architecture Performance Prediction Using Graph Neural Networks.
Proceedings of the Pattern Recognition - 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28, 2020

2019
Real-Time Smart Charging Based on Precomputed Schedules.
IEEE Trans. Smart Grid, 2019

Fusing Object Information and Inertial Data for Activity Recognition.
Sensors, 2019

Beyond position-awareness - Extending a self-adaptive fall detection system.
Pervasive Mob. Comput., 2019

<i>newNECTAR</i>: Collaborative active learning for knowledge-based probabilistic activity recognition.
Pervasive Mob. Comput., 2019

A data-driven newsvendor problem: From data to decision.
Eur. J. Oper. Res., 2019

A Variational-Sequential Graph Autoencoder for Neural Architecture Performance Prediction.
CoRR, 2019

Political Text Scaling Meets Computational Semantics.
CoRR, 2019

Fast Interval Joins for Temporal SPARQL Queries.
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Unsupervised Fine-tuning of Optical Flow for Better Motion Boundary Estimation.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Time-Aware Probabilistic Knowledge Graphs.
Proceedings of the 26th International Symposium on Temporal Representation and Reasoning, 2019

Towards Explaining Natural Language Arguments with Background Knowledge.
Proceedings of the Joint Proceedings of the 6th International Workshop on Dataset PROFlLing and Search & the 1st Workshop on Semantic Explainability co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019

Vision and Acceleration Modalities: Partners for Recognizing Complex Activities.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

On the Combination of IMU and Optical Flow for Action Recognition.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

iDropout: Leveraging Deep Taylor Decomposition for the Robustness of Deep Neural Networks.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Conferences, 2019

Exploiting Background Knowledge for Argumentative Relation Classification.
Proceedings of the 2nd Conference on Language, Data and Knowledge, 2019

An Introduction to AnyBURL.
Proceedings of the KI 2019: Advances in Artificial Intelligence, 2019

PRoFET: Predicting the Risk of Firms from Event Transcripts.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Anytime Bottom-Up Rule Learning for Knowledge Graph Completion.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Arrow R-CNN for Flowchart Recognition.
Proceedings of the 13th IAPR International Workshop on Graphics Recognition, 2019

Enhancing a Crowd-based Delivery Network with Mobility Predictions.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Prediction of Human Mobility, 2019

Leveraging Graph Neighborhoods for Efficient Inference.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Action Recognition Using Local Visual Descriptors and Inertial Data.
Proceedings of the Ambient Intelligence - 15th European Conference, 2019

A Spreading Activation Framework for Tracking Conceptual Complexity of Texts.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Exploring Semi-Supervised Methods for Labeling Support in Multimodal Datasets.
Sensors, 2018

Root cause analysis in IT infrastructures using ontologies and abduction in Markov Logic Networks.
Inf. Syst., 2018

A probabilistic evaluation procedure for process model matching techniques.
Data Knowl. Eng., 2018

Towards Probabilistic Bitemporal Knowledge Graphs.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Fine-Grained Evaluation of Rule- and Embedding-Based Systems for Knowledge Graph Completion.
Proceedings of the Semantic Web - ISWC 2018, 2018

Tractable reasoning in probabilistic OWL profiles.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

Towards Systematic Benchmarking of Activity Recognition Algorithms.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Modeling and Reasoning with ProbLog: An Application in Recognizing Complex Activities.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Hips Do Lie! A Position-Aware Mobile Fall Detection System.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications, 2018

Improving Motion-based Activity Recognition with Ego-centric Vision.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

NECTAR: Knowledge-based Collaborative Active Learning for Activity Recognition.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications, 2018

Next Steps in Knowledge-driven Architecture Composition.
Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", 2018

Towards Partition-Aware Lifted Inference.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Word Embeddings-Based Uncertainty Detection in Financial Disclosures.
Proceedings of the First Workshop on Economics and Natural Language Processing, 2018

2017
An infrastructure for probabilistic reasoning with web ontologies.
Semantic Web, 2017

TeCoRe: Temporal Conflict Resolution in Knowledge Graphs.
Proc. VLDB Endow., 2017

Position-aware activity recognition with wearable devices.
Pervasive Mob. Comput., 2017

Analyzing real-world SPARQL queries and ontology-based data access in the context of probabilistic data.
Int. J. Approx. Reason., 2017

Multi-Attribute Decision Making with Weighted Description Logics.
FLAP, 2017

Cluster-based hierarchical demand forecasting for perishable goods.
Expert Syst. Appl., 2017

Overcoming individual process model matcher weaknesses using ensemble matching.
Decis. Support Syst., 2017

Automated Fine-Grained Trust Assessment in Federated Knowledge Bases.
Proceedings of the Semantic Web - ISWC 2017, 2017


Domain Adaptation for Automatic Detection of Speculative Sentences.
Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017

Fast ABox Consistency Checking Using Incomplete Reasoning and Caching.
Proceedings of the Rules and Reasoning - International Joint Conference, 2017

Online personalization of cross-subjects based activity recognition models on wearable devices.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications, 2017

A smart data annotation tool for multi-sensor activity recognition.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Ranking-Based Evaluation of Process Model Matching - (Short Paper).
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017

Automatic Assessment of Absolute Sentence Complexity.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Rule Based Temporal Inference.
Proceedings of the Technical Communications of the 33rd International Conference on Logic Programming, 2017

Recognizing Grabbing Actions from Inertial and Video Sensor Data in a Warehouse Scenario.
Proceedings of the 14th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2017) / 12th International Conference on Future Networks and Communications (FNC 2017) / Affiliated Workshops, 2017

Automatic Classification to Matching Patterns for Process Model Matching Evaluation.
Proceedings of the ER Forum 2017 and the ER 2017 Demo Track co-located with the 36th International Conference on Conceptual Modelling (ER 2017), Valencia, Spain,, 2017

Automatic Detection of Uncertain Statements in the Financial Domain.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

Sentence Alignment Methods for Improving Text Simplification Systems.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Marrying Uncertainty and Time in Knowledge Graphs.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Self-tracking Reloaded: Applying Process Mining to Personalized Health Care from Labeled Sensor Data.
Trans. Petri Nets Other Model. Concurr., 2016

Interview mit Prof. Dr. Rudi Studer, Professor am Institut für Angewandte Informatik und Formale Beschreibungsverfahren (AIFB) des KIT.
Künstliche Intell., 2016

15 Years of Semantic Web: An Incomplete Survey.
Künstliche Intell., 2016

Special Issue on Semantic Web.
Künstliche Intell., 2016

Analyzing Real-World SPARQL Queries in the Light of Probabilistic Data.
Proceedings of the 12th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2016) co-located with the 15th International Semantic Web Conference (ISWC 2016), 2016

Uncertain Temporal Knowledge Graphs.
Proceedings of the 12th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2016) co-located with the 15th International Semantic Web Conference (ISWC 2016), 2016


On-body localization of wearable devices: An investigation of position-aware activity recognition.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communications, 2016

Group Decision Making via Probabilistic Belief Merging.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Cross-Evaluation of Entity Linking and Disambiguation Systems for Clinical Text Annotation.
Proceedings of the 12th International Conference on Semantic Systems, 2016

Unsupervised recognition of interleaved activities of daily living through ontological and probabilistic reasoning.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Exploring a multi-sensor picking process in the future warehouse.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Fast Approximate A-Box Consistency Checking Using Machine Learning.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

Probabilistic Evaluation of Process Model Matching Techniques.
Proceedings of the Conceptual Modeling - 35th International Conference, 2016

Detecting Meaningful Compounds in Complex Class Labels.
Proceedings of the Knowledge Engineering and Knowledge Management, 2016

Root Cause Analysis through Abduction in Markov Logic Networks.
Proceedings of the 20th IEEE International Enterprise Distributed Object Computing Conference, 2016

Schema-Based Debugging of Federated Data Sources.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Markov Logic Networks with Numerical Constraints.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015
Automatic acquisition of class disjointness.
J. Web Semant., 2015

Using Abduction in Markov Logic Networks for Root Cause Analysis.
CoRR, 2015

Towards Log-Linear Logics with Concrete Domains.
CoRR, 2015

Enriching Structured Knowledge with Open Information.
Proceedings of the 24th International Conference on World Wide Web, 2015

Towards Large-Scale Probabilistic OBDA.
Proceedings of the Scalable Uncertainty Management - 9th International Conference, 2015

New paradigm for alignment extraction.
Proceedings of the 10th International Workshop on Ontology Matching collocated with the 14th International Semantic Web Conference (ISWC 2015), 2015

Lost in Discussion? Tracking Opinion Groups in Complex Political Discussions by the Example of the FOMC Meeting Transcriptions.
Proceedings of the Recent Advances in Natural Language Processing, 2015

uDecide: A Protégé Plugin for Multiattribute Decision Making.
Proceedings of the 8th International Conference on Knowledge Capture, 2015


Towards the Automated Annotation of Process Models.
Proceedings of the Advanced Information Systems Engineering, 2015

Discovery of Personal Processes from Labeled Sensor Data - An Application of Process Mining to Personalized Health Care.
Proceedings of the International Workshop on Algorithms & Theories for the Analysis of Event Data, 2015

Towards Decision Making via Expressive Probabilistic Ontologies.
Proceedings of the Algorithmic Decision Theory - 4th International Conference, 2015

2014
Multidimensional topic analysis in political texts.
Data Knowl. Eng., 2014

Semantifying Triples from Open Information Extraction Systems.
Proceedings of the STAIRS 2014, 2014

Completeness and optimality in ontology alignment debugging.
Proceedings of the 9th International Workshop on Ontology Matching collocated with the 13th International Semantic Web Conference (ISWC 2014), 2014

Efficient Federated Debugging of Lightweight Ontologies.
Proceedings of the Web Reasoning and Rule Systems - 8th International Conference, 2014

2013
Cluster It! Semiautomatic Splitting and Naming of Classification Concepts.
Proceedings of the Algorithms from and for Nature and Life, 2013

On a steady path to semantic technology evaluation.
J. Web Semant., 2013

Constructs Replacing and Complexity Downgrading via a Generic OWL Ontology Transformation Framework.
Proceedings of the SOFSEM 2013: Theory and Practice of Computer Science, 2013

On the Status of Experimental Research on the Semantic Web.
Proceedings of the Semantic Web - ISWC 2013, 2013

A probabilistic ontological framework for the recognition of multilevel human activities.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Debugging weighted ontologies.
Proceedings of the Second International Workshop on Debugging Ontologies and Ontology Mappings, 2013

RockIt: Exploiting Parallelism and Symmetry for MAP Inference in Statistical Relational Models.
Proceedings of the Statistical Relational Artificial Intelligence, 2013

Towards Joint Inference for Complex Ontology Matching.
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

2012
MultiFarm: A benchmark for multilingual ontology matching.
J. Web Semant., 2012

Web-scale semantic information processing.
J. Web Semant., 2012

Data Semantics on the Web.
J. Data Semant., 2012

Evaluating Ontology Matching Systems on Large, Multilingual and Real-world Test Cases
CoRR, 2012

Mining RDF Data for Property Axioms.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012, 2012

Multi-dimensional Analysis of Political Documents.
Proceedings of the Natural Language Processing and Information Systems, 2012

Towards Distributed MCMC Inference in Probabilistic Knowledge Bases.
Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, 2012

User-Centric Data Integration with the MappingAssistant.
Proceedings of the Enterprise Information Systems - 14th International Conference, 2012

A Study in User-centric Data Integration.
Proceedings of the ICEIS 2012 - Proceedings of the 14th International Conference on Enterprise Information Systems, Volume 3, Wroclaw, Poland, 28 June, 2012

Probabilistic Optimization of Semantic Process Model Matching.
Proceedings of the Business Process Management - 10th International Conference, 2012

2011
Recognizing interleaved and concurrent activities using qualitative and quantitative temporal relationships.
Pervasive Mob. Comput., 2011

Towards Checking Laws' Consistency through Ontology Design: The Case of Brazilian Vehicles' Laws.
J. Theor. Appl. Electron. Commer. Res., 2011

Ontology Alignment Evaluation Initiative: Six Years of Experience.
J. Data Semant., 2011

Tightly integrated probabilistic description logic programs for representing ontology mappings.
Ann. Math. Artif. Intell., 2011

Coherent Top-k Ontology Alignment for OWL EL.
Proceedings of the Scalable Uncertainty Management - 5th International Conference, 2011

Results of the ontology alignment evaluation initiative 2011.
Proceedings of the 6th International Workshop on Ontology Matching, 2011

Probabilistic-Logical Web Data Integration.
Proceedings of the Reasoning Web. Semantic Technologies for the Web of Data, 2011

MapResolve.
Proceedings of the Web Reasoning and Rule Systems - 5th International Conference, 2011

Recognizing interleaved and concurrent activities: A statistical-relational approach.
Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011

Fine-Grained Sentiment Analysis with Structural Features.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Log-Linear Description Logics.
Proceedings of the IJCAI 2011, 2011

Benchmarking Matching Applications on the Semantic Web.
Proceedings of the Semanic Web: Research and Applications, 2011

A Little Logic Goes a Long Way - Logical Reasoning in Web Data Integration and Ontology Learning.
Proceedings of the 24th International Workshop on Description Logics (DL 2011), 2011

2010
Peer-to-Peer Reasoning for Interlinked Ontologies.
Int. J. Semantic Comput., 2010

A Purely Logic-based Approach to Approximate Matching of Semantic Web Services.
Proceedings of the 4th International Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web, 2010

BRAMBLE: A Web-based Framework for Interactive RDF-Graph Visualisation.
Proceedings of the ISWC 2010 Posters & Demonstrations Track: Collected Abstracts, 2010

Automating OAEI campaigns (first report).
Proceedings of the International Workshop on Evaluation of Semantic Technologies (IWEST 2010), 2010

A Web-based Evaluation Service for Ontology Matching.
Proceedings of the ISWC 2010 Posters & Demonstrations Track: Collected Abstracts, 2010

Results of the Ontology Alignment Evaluation Initiative 2010.
Proceedings of the 5th International Workshop on Ontology Matching (OM-2010), 2010

Query-Based Access Control for Ontologies.
Proceedings of the Web Reasoning and Rule Systems - Fourth International Conference, 2010

Ontology-based Product Catalogues: An Example Implementation.
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2010

Crowdsourcing the assembly of concept hierarchies.
Proceedings of the 2010 Joint International Conference on Digital Libraries, 2010

A Statistical-Relational Activity Recognition Framework for Ambient Assisted Living Systems.
Proceedings of the Ambient Intelligence and Future Trends, 2010

Thesaurus Extension Using Web Search Engines.
Proceedings of the Role of Digital Libraries in a Time of Global Change, 2010

Leveraging Terminological Structure for Object Reconciliation.
Proceedings of the Semantic Web: Research and Applications, 2010

Towards Expressive Stream Reasoning.
Proceedings of the Semantic Challenges in Sensor Networks, 24.01. - 29.01.2010, 2010

A Practical Implementation of Semantic Precision and Recall.
Proceedings of the CISIS 2010, 2010

A Probabilistic-Logical Framework for Ontology Matching.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Criteria and Evaluation for Ontology Modularization Techniques.
Proceedings of the Modular Ontologies: Concepts, 2009

Structure-Based Partitioning of Large Ontologies.
Proceedings of the Modular Ontologies: Concepts, 2009

Introduction to Part III.
Proceedings of the Modular Ontologies: Concepts, 2009

Introduction to Part II.
Proceedings of the Modular Ontologies: Concepts, 2009

Introduction to Part I.
Proceedings of the Modular Ontologies: Concepts, 2009

Formal and Conceptual Comparison of Ontology Mapping Languages.
Proceedings of the Modular Ontologies: Concepts, 2009

RDF Storage and Retrieval Systems.
Proceedings of the Handbook on Ontologies, 2009

The Semtinel Platform: New Approaches for Thesaurus Assessment.
Bull. IEEE Tech. Comm. Digit. Libr., 2009

Reasoning Support for Mapping Revision.
J. Log. Comput., 2009

Tightly Coupled Probabilistic Description Logic Programs for the Semantic Web.
J. Data Semant., 2009

Relaxing RDF queries based on user and domain preferences.
J. Intell. Inf. Syst., 2009

A Model-driven Approach to enable Access Control for Ontologies.
Proceedings of the Business Services: Konzepte, 2009

A Pattern-based Ontology Matching Approach for Detecting Complex Correspondences.
Proceedings of the 4th International Workshop on Ontology Matching (OM-2009) collocated with the 8th International Semantic Web Conference (ISWC-2009) Chantilly, 2009

Implementing Semantic Precision and Recall.
Proceedings of the 4th International Workshop on Ontology Matching (OM-2009) collocated with the 8th International Semantic Web Conference (ISWC-2009) Chantilly, 2009

Results of the Ontology Alignment Evaluation Initiative 2009.
Proceedings of the 4th International Workshop on Ontology Matching (OM-2009) collocated with the 8th International Semantic Web Conference (ISWC-2009) Chantilly, 2009

Distributed Resolution for Expressive Ontology Networks.
Proceedings of the Web Reasoning and Rule Systems, Third International Conference, 2009

An Efficient Method for Computing Alignment Diagnoses.
Proceedings of the Web Reasoning and Rule Systems, Third International Conference, 2009

A Semantic Similarity Measure for Ontology-Based Information.
Proceedings of the Flexible Query Answering Systems, 8th International Conference, 2009

A Reasoning-Based Support Tool for Ontology Mapping Evaluation.
Proceedings of the Semantic Web: Research and Applications, 2009

Improving Ontology Matching Using Meta-level Learning.
Proceedings of the Semantic Web: Research and Applications, 2009

A Unified Approach for Representing Metametadata.
Proceedings of the 2009 International Conference on Dublin Core and Metadata Applications, 2009

Spatial Reasoning for the Semantic Web - Use Cases and Technological Challenges.
Proceedings of the Generalization of spatial information, 13.04. - 17.04.2009, 2009

Cartographic and semantic aspects on web services.
Proceedings of the Generalization of spatial information, 13.04. - 17.04.2009, 2009

2008
Assessing thesaurus-based annotations for semantic search applications.
Int. J. Metadata Semant. Ontologies, 2008

Towards Distributed Ontology Reasoning for the Web.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

A Flexible Partitioning Tool for Large Ontologies.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Testing the Impact of Pattern-based Ontology Refactoring on Ontology Matching Results.
Proceedings of the 3rd International Workshop on Ontology Matching (OM-2008) Collocated with the 7th International Semantic Web Conference (ISWC-2008), 2008

Incoherence as a Basis for Measuring the Quality of Ontology Mappings.
Proceedings of the 3rd International Workshop on Ontology Matching (OM-2008) Collocated with the 7th International Semantic Web Conference (ISWC-2008), 2008

Results of the Ontology Alignment Evaluation Initiative 2008.
Proceedings of the 3rd International Workshop on Ontology Matching (OM-2008) Collocated with the 7th International Semantic Web Conference (ISWC-2008), 2008

Rule-Based Approaches for Representing Probabilistic Ontology Mappings.
Proceedings of the Uncertainty Reasoning for the Semantic Web I, 2008

Representing Ontology Mappings with Probabilistic Description Logics Programs.
Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Partial Matchmaking for complex Product and Service Descriptions.
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2008

Semtinel: interactive supervision of automatic indexing.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2008

Tightly Integrated Probabilistic Description Logic Programs for Representing Ontology Mappings.
Proceedings of the Foundations of Information and Knowledge Systems, 2008

Visual Analysis of Classification Systems and Library Collections.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2008

Debugging OWL Ontologies - A Reality Check.
Proceedings of the 6th International Workshop on Evaluation of Ontology-based Tools and the Semantic Web Service Challenge (EON-SWSC-2008), 2008

Learning Disjointness for Debugging Mappings between Lightweight Ontologies.
Proceedings of the Knowledge Engineering: Practice and Patterns, 2008

Towards Industrial Strength Knowledge Bases for Product Lifecycle Management.
Proceedings of the 16th European Conference on Information Systems, 2008

Distributed Resolution for ALC.
Proceedings of the 21st International Workshop on Description Logics (DL2008), 2008

Supporting Manual Mapping Revision using Logical Reasoning.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Ontologies and their Applications.
J. Univers. Comput. Sci., 2007

Reasoning and change management in modular ontologies.
Data Knowl. Eng., 2007

Analyzing Mapping Extraction Approaches.
Proceedings of the 2nd International Workshop on Ontology Matching (OM-2007) Collocated with the 6th International Semantic Web Conference (ISWC-2007) and the 2nd Asian Semantic Web Conference (ASWC-2007), 2007

Results of the Ontology Alignment Evaluation Initiative 2007.
Proceedings of the 2nd International Workshop on Ontology Matching (OM-2007) Collocated with the 6th International Semantic Web Conference (ISWC-2007) and the 2nd Asian Semantic Web Conference (ASWC-2007), 2007

A Framework for Representing Ontology Mappings under Probabilities and Inconsistency.
Proceedings of the Third ISWC Workshop on Uncertainty Reasoning for the Semantic Web Busan, 2007

Applying Logical Constraints to Ontology Matching.
Proceedings of the KI 2007: Advances in Artificial Intelligence, 2007

Criteria-based partitioning of large ontologies.
Proceedings of the 4th International Conference on Knowledge Capture (K-CAP 2007), 2007

Interactive thesaurus assessment for automatic document annotation.
Proceedings of the 4th International Conference on Knowledge Capture (K-CAP 2007), 2007

A Study in Empirical and 'Casuistic' Analysis of Ontology Mapping Results.
Proceedings of the Semantic Web: Research and Applications, 2007

Approximate Subsumption for Complex Description Logics.
Proceedings of the 2007 International Workshop on Description Logics (DL2007), 2007

Ontology Modularization for Knowledge Selection: Experiments and Evaluations.
Proceedings of the Database and Expert Systems Applications, 18th International Conference, 2007

Partial Matchmaking using Approximate Subsumption.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

Repairing Ontology Mappings.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
MusiDB: A personalized search engine for music.
J. Web Semant., 2006

Das Semantische Web Fakten und Fiktionen.
LOG IN, 2006

Book Review.
Artif. Intell. Law, 2006

Implementing Modular Ontologies with Distributed Description Logics.
Proceedings of the 1st International Workshop on Modular Ontologies, 2006

Towards Structural Criteria for Ontology Modularization.
Proceedings of the 1st International Workshop on Modular Ontologies, 2006

Improving Automatically Created Mappings Using Logical Reasoning.
Proceedings of the 1st International Workshop on Ontology Matching (OM-2006) Collocated with the 5th International Semantic Web Conference (ISWC-2006), 2006

Results of the Ontology Alignment Evaluation Initiative 2006.
Proceedings of the 1st International Workshop on Ontology Matching (OM-2006) Collocated with the 5th International Semantic Web Conference (ISWC-2006), 2006

Formalism-Independent Specification of Ontology Mappings - A Metamodeling Approach.
Proceedings of the On the Move to Meaningful Internet Systems 2006: CoopIS, 2006

Robust Query Processing for Personalized Information Access on the Semantic Web.
Proceedings of the Flexible Query Answering Systems, 7th International Conference, 2006

Toward Multi-viewpoint Reasoning with OWL Ontologies.
Proceedings of the Semantic Web: Research and Applications, 2006

RDF and Traditional Query Architectures.
Proceedings of the Semantic Web and Peer-to-Peer, 2006

Peer-to-Peer and Semantic Web.
Proceedings of the Semantic Web and Peer-to-Peer, 2006

2005
Information Sharing on the Semantic Web.
Advanced Information and Knowledge Processing, Springer, ISBN: 978-3-540-26907-6, 2005

Learning domain ontologies for semantic Web service descriptions.
J. Web Semant., 2005

A personalized music system for motivation in sport performance.
IEEE Pervasive Comput., 2005

Ontology Issues and Applications - Guest Editors' Introduction.
J. Braz. Comput. Soc., 2005

Towards distributed processing of RDF path queries.
Int. J. Web Eng. Technol., 2005

Scalable Instance Retrieval for the Semantic Web by Approximation.
Proceedings of the Web Information Systems Engineering - WISE 2005 Workshops, 2005

Time - Space Trade-Offs in Scaling up RDF Schema Reasoning.
Proceedings of the Web Information Systems Engineering - WISE 2005 Workshops, 2005

Implementation and Evaluation of a Distributed RDF Storage and Retrieval System.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Reasoning with Multi-version Ontologies: A Temporal Logic Approach.
Proceedings of the Semantic Web - ISWC 2005, 4th International Semantic Web Conference, 2005

A Framework for Handling Inconsistency in Changing Ontologies.
Proceedings of the Semantic Web - ISWC 2005, 4th International Semantic Web Conference, 2005

Introduction to the Ontology Alignment Evaluation 2005.
Proceedings of the Integrating Ontologies '05, 2005

The Legal Concepts and the Layman's Terms - Bridging the Gap through Ontology-Based Reasoning about Liability.
Proceedings of the Legal Knowledge and Information Systems, 2005

A Formal Investigation of Mapping Language for Terminological Knowledge.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Approximating Description Logic Classification for Semantic Web Reasoning.
Proceedings of the Semantic Web: Research and Applications, 2005

Representation of Semantic Mappings.
Proceedings of the Semantic Interoperability and Integration, 2005

Towards Mapping-Based Document Retrieval in Heterogeneous Digital Libraries.
Proceedings of the Semantic Grid: The Convergence of Technologies, 3.-8. July 2005, 2005

Ontology Alignment: An annotated Bibliography.
Proceedings of the Semantic Interoperability and Integration, 2005

A Formal Investigation of Mapping Languages for Terminological Knowledge.
Proceedings of the BNAIC 2005, 2005

Query Processing for RDF Data.
Proceedings of the Encyclopedia of Database Technologies and Applications, 2005

2004
Contextualizing ontologies.
J. Web Semant., 2004

Handbook on Ontologies.
Künstliche Intell., 2004

Generating and managing metadata for Web-based information systems.
Knowl. Based Syst., 2004

Exploring Large Document Repositories with RDF Technology: The DOPE Project.
IEEE Intell. Syst., 2004

Index structures and algorithms for querying distributed RDF repositories.
Proceedings of the 13th international conference on World Wide Web, 2004

The Drug Ontology Project for Elsevier - An RDF Architecture Enabling Thesaurus-Driven Data Integration.
Proceedings of the WWW2004 Workshop on Application Design, 2004

Structure-Based Partitioning of Large Concept Hierarchies.
Proceedings of the Semantic Web, 2004

Using C-OWL for the alignment and merging of medical ontologies.
Proceedings of the KR-MED 2004, 2004

Similarity-Based Query Caching.
Proceedings of the Flexible Query Answering Systems, 6th International Conference, 2004

A Topic-Based Browser for Large Online Resources.
Proceedings of the Engineering Knowledge in the Age of the Semantic Web, 2004

2003
Query Processing on the Semantic Web.
Künstliche Intell., 2003

Foreword: ontologies for distributed systems.
Knowl. Eng. Rev., 2003

SWAP: Ontology-based Knowledge Management with Peer-to-Peer Technology.
Proceedings of the WM 2003: Professionelles Wissensmanagement, 2003

Ontology-Based Information in Dynamic Environments.
Proceedings of the 12th IEEE International Workshops on Enabling Technologies (WETICE 2003), 2003

C-OWL: Contextualizing Ontologies.
Proceedings of the Semantic Web, 2003

INVITED CONTRIBUTION The SWAP Data and Metadata Model for Semantics-Based Peer-to-Peer Systems.
Proceedings of the Multiagent System Technologies, First German Conference, 2003

Integrity and Change in Modular Ontologies.
Proceedings of the IJCAI-03, 2003

UML for the Semantic Web: Transformation-Based Approaches.
Proceedings of the Knowledge Transformation for the Semantic Web, 2003

The 'Family of Languages' Approach to Semantic Interoperability.
Proceedings of the Knowledge Transformation for the Semantic Web, 2003

2002
Terminology Integration for the Management of distributed Information Resources.
Künstliche Intell., 2002

Semantic Web.
Künstliche Intell., 2002

Approximate Information Filtering with Multiple Classification Hierarchies.
Int. J. Comput. Intell. Appl., 2002

Approximate Information Filtering on the Semantic Web.
Proceedings of the KI 2002: Advances in Artificial Intelligence, 2002

Approximating Terminological Queries.
Proceedings of the Flexible Query Answering Systems, 5th International Conference, 2002

Learning Structural Classification Rules for Web-Page Categorization.
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002

Exploiting Partially Shared Ontologies for Multi-agent Communication.
Proceedings of the Cooperative Information Agents VI, 6th International Workshop, 2002

2001
Intelligent Brokering of Environmental Information with the BUSTER System.
Proceedings of the Information Age Economy: 5. Internationale Tagung Wirtschaftsinformatik 2001, 2001

Knowledge-Based Validation, Aggregation, and Visualization of Meta-data: Analyzing a Web-Based Information System.
Proceedings of the Web Intelligence: Research and Development, 2001

Ontology-based metadata generation from semi-structured information.
Proceedings of the First International Conference on Knowledge Capture (K-CAP 2001), 2001

Ontology-Based Integration of Information - A Survey of Existing Approaches.
Proceedings of the IJCAI-01 Workshop on Ontologies and Information Sharing Seattle, 2001

Towards Ontology Language Customization.
Proceedings of the IJCAI-01 Workshop on Ontologies and Information Sharing Seattle, 2001

Spatial Reasoning for Information Brokering.
Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

Practical Context Transformation for Information System Interoperability.
Proceedings of the Modeling and Using Context, 2001

2000
Summary of the 12th Banff Knowledge Acquisition Workshops.
Künstliche Intell., 2000

Context Modeling and Transformation for Semantic Interoperability.
Proceedings of the 7th International Workshop on Knowledge Representation meets Databases (KRDB 2000), 2000

1999
PRICAI '98 (Tagungsbericht).
Künstliche Intell., 1999

Spezifikation von unsicherem Wissen in einem erweiteren Expertisemodell.
Proceedings of the Modellierung 1999, Workshop der Gesellschaft für Informatik e. V. (GI), 1999

A Flexible Framework for Uncertain Expertise.
Proceedings of the Knowledge Acquisition, Modeling and Management, 11th European Workshop, 1999

1997
cosap - Bilanz eines studentischen KI-Projektes.
Künstliche Intell., 1997


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