publications
publications by categories in reversed chronological order. generated by jekyll-scholar.
2022
2021
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I-DLV-sr: A Stream Reasoning System based on I-DLVTheory Pract. Log. Program. 2021
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A Scalable Reasoning and Learning Approach for Neural-Symbolic Stream FusionIn Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021 2021
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Deep Neural Networks for Approximating Stream Reasoning with C-SPARQLIn Progress in Artificial Intelligence - 20th EPIA Conference on Artificial Intelligence, EPIA 2021, Virtual Event, September 7-9, 2021, Proceedings 2021
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Faster Than LASER - Towards Stream Reasoning with Deep Neural NetworksIn Progress in Artificial Intelligence - 20th EPIA Conference on Artificial Intelligence, EPIA 2021, Virtual Event, September 7-9, 2021, Proceedings 2021
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Streaming Partitioning of RDF Graphs for Datalog ReasoningIn The Semantic Web - 18th International Conference, ESWC 2021, Virtual Event, June 6-10, 2021, Proceedings 2021
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Towards an Evaluation Framework for Expressive Stream ReasoningIn The Semantic Web: ESWC 2021 Satellite Events - Virtual Event, June 6-10, 2021, Revised Selected Papers 2021
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Detecting Situations with Stream Reasoning on Health Data Obtained with IoTIn Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, Virtual Event / Szczecin, Poland, 8-10 September 2021 2021
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Deep Neural Networks for Approximating Stream Reasoning with C-SPARQLCoRR 2021
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Faster than LASER - Towards Stream Reasoning with Deep Neural NetworksCoRR 2021
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I-DLV-sr: A Stream Reasoning System based on I-DLVCoRR 2021
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Web stream processing with RSP4JIn DEBS ’21: The 15th ACM International Conference on Distributed and Event-based Systems, Virtual Event, Italy, June 28 - July 2, 2021 2021
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RSP4J: An API for RDF Stream ProcessingIn The Semantic Web - 18th International Conference, ESWC 2021, Virtual Event, June 6-10, 2021, Proceedings 2021
2020
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Stream Reasoning: From Theory to PracticeIn Reasoning Web. Declarative Artificial Intelligence - 16th International Summer School 2020, Oslo, Norway, June 24-26, 2020, Tutorial Lectures 2020
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Rule-based stream reasoningIn Reasoning Web. Declarative Artificial Intelligence - 16th International Summer School 2020, Oslo, Norway, June 24-26, 2020, Tutorial Lectures 2020
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Fixed point semantics for stream reasoningArtif. Intell. 2020
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Stream Reasoning to Improve Decision-Making in Cognitive SystemsCybern. Syst. 2020
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Managing caching strategies for stream reasoning with reinforcement learningTheory Pract. Log. Program. 2020
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An Adaptive Semantic Stream Reasoning Framework for Deep Neural NetworksIn Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), Galway, Ireland, October 19-23, 2020 2020
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Weighted LARS for Quantitative Stream ReasoningIn ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020) 2020
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Handling Impossible Derivations During Stream ReasoningIn The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings 2020
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A stream reasoning framework based on a multi-agents modelIn SAC ’20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30 - April 3, 2020 2020
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Fixed Point Semantics for Stream ReasoningCoRR 2020
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Managing caching strategies for stream reasoning with reinforcement learningCoRR 2020
2019
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Robust Stream Reasoning Under UncertaintyCoRR 2019
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Using casual reasoning for anomaly detection among ECG live data streams in ubiquitous healthcare monitoring systemsJ. Ambient Intell. Humaniz. Comput. 2019
2018
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Streaming MASSIF: Cascading Reasoning for Efficient Processing of IoT Data StreamsSensors 2018
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Reasoning Web. Learning, Uncertainty, Streaming, and Scalability - 14th International Summer School 2018, Esch-sur-Alzette, Luxembourg, September 22-26, 2018, Tutorial LecturesSensors 2018
2017
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Almost Event-Rate Independent Monitoring of Metric Temporal LogicIn TACAS (2) 2017
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Operator-aware approach for boosting performance in RDF stream processingJournal of Web Semantics 2017
2016
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StreamJess: a stream reasoning framework for water quality monitoringInt. J. Metadata Semant. Ontologies 2016
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StreamJess: Enabling Jess for Stream Data Reasoning and the Water Domain CaseIn Knowledge Engineering and Knowledge Management - EKAW 2016 Satellite Events, EKM and Drift-an-LOD, Bologna, Italy, November 19-23, 2016, Revised Selected Papers 2016
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RFID-based logistics monitoring with semantics-driven event processingIn DEBS 2016
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Ontology-Based Integration of Streaming and Static Relational Data with OptiqueIn SIGMOD Conference 2016
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Apache Spark: a unified engine for big data processingCommun. ACM 2016
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POL: A Pattern Oriented Load-Shedding for Semantic Data Stream ProcessingIn WISE (2) 2016
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Explanatory Diagnosis of an Ontology Stream via Reasoning About ActionsIn ECAI 2016
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CityPulse: Large Scale Data Analytics Framework for Smart CitiesIEEE Access 2016
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From Business Intelligence to semantic data stream managementFuture Generation Comp. Syst. 2016
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Building Urban LOD for Solving Illegally Parked Bicycles in TokyoIn International Semantic Web Conference (2) 2016
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Scalable Semantic Access to Siemens Static and Streaming Distributed DataIn International Semantic Web Conference (Posters & Demos) 2016
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Towards Analytics Aware Ontology Based Access to Static and Streaming DataIn International Semantic Web Conference (2) 2016
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Taming velocity and variety simultaneously in big data with stream reasoning: tutorialIn DEBS 2016
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Distributed RDF Query Answering with Dynamic Data ExchangeIn International Semantic Web Conference (1) 2016
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S2RDF: RDF Querying with SPARQL on SparkPVLDB 2016
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SABER: Window-Based Hybrid Stream Processing for Heterogeneous ArchitecturesIn SIGMOD Conference 2016
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Planning Ahead: Stream-Driven Linked-Data Access Under Update-Budget ConstraintsIn International Semantic Web Conference (1) 2016
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Towards declarative programming and querying in a distributed Cyber-Physical System: The i-VISION caseIn CPS Data 2016
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Tractable approximate deduction for OWLArtif. Intell. 2016
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Frames: data-driven windowsIn DEBS 2016
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Remembering the Important Things: Semantic Importance in Stream ReasoningIn SR+SWIT@ISWC 2016
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A Query Model to Capture Event Pattern Matching in RDF Stream Processing Query LanguagesIn EKAW 2016
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Query Templates for RDF Stream ProcessingIn SR+SWIT@ISWC 2016
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Stream Reasoning Using Temporal Logic and Predictive Probabilistic State ModelsIn TIME 2016
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Towards Practical OBDA with Temporal Ontologies - (Position Paper)In RR 2016
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Heaven: A Framework for Systematic Comparative Research Approach for RSP EnginesIn ESWC 2016
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Benchmarking RDF Query Engines: The LDBC Semantic Publishing BenchmarkIn BLINK@ISWC 2016
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YABench: A Comprehensive Framework for RDF Stream Processor Correctness and Performance AssessmentIn ICWE 2016
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On Measuring Performances of C-SPARQL and CQELSIn SR+SWIT@ISWC 2016
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Qualitative Spatio-Temporal Stream Reasoning with Unobservable Intertemporal Spatial Relations Using LandmarksIn AAAI 2016
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TripleWave: Spreading RDF Streams on the WebIn International Semantic Web Conference (2) 2016
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On Unified Stream ReasoningIn International Semantic Web Conference (2) 2016
2015
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Web Stream Reasoning: From Data Streams to Actionable KnowledgeIn Reasoning Web. Web Logic Rules - 11th International Summer School 2015, Berlin, Germany, July 31 - August 4, 2015, Tutorial Lectures 2015
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CitySensing: Fusing City Data for Visual StorytellingIEEE MultiMedia 2015
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Incremental Update of Datalog Materialisation: the Backward/Forward AlgorithmIn AAAI 2015
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RDFox: A Highly-Scalable RDF StoreIn International Semantic Web Conference (2) 2015
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LARS: A Logic-Based Framework for Analyzing Reasoning over StreamsIn AAAI 2015
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Applying Semantic Interoperability Principles to Data Stream ManagementIn AAAI 2015
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Semantic Access to Siemens Streaming Data: the Optique WayIn International Semantic Web Conference (Posters & Demos) 2015
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Twitter Heron: Stream Processing at ScaleIn SIGMOD Conference 2015
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Apache Flink™: Stream and Batch Processing in a Single EngineIEEE Data Eng. Bull. 2015
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MLlib: Machine Learning in Apache SparkCoRR 2015
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Heterogeneous cloud systems monitoring using semantic and linked data technologiesIn IM 2015
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Semantic management of moving objects: A vision towards smart mobilityExpert Syst. Appl. 2015
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A Model-Driven DevOps Framework for QoS-Aware Cloud ApplicationsIn SYNASC 2015
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Ontology Based Access to Exploration Data at StatoilIn International Semantic Web Conference (2) 2015
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CityBench: A Configurable Benchmark to Evaluate RSP Engines Using Smart City DatasetsIn International Semantic Web Conference (2) 2015
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Optique: Zooming in on Big DataIEEE Computer 2015
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Approximate Continuous Query Answering over Streams and Dynamic Linked Data SetsIn ICWE 2015
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The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data ProcessingPVLDB 2015
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Running out of Bindings? Integrating Facts and Events in Linked Data Stream ProcessingIn SSN-TC/OrdRing@ISWC 2015
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Introducing uncertainty in complex event processing: model, implementation, and validationComputing 2015
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Contrasting RDF Stream Processing SemanticsIn JIST 2015
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Probabilistic Event Calculus for Event RecognitionACM Trans. Comput. Log. 2015
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Towards Temporal Fuzzy Query Answering on Stream-based DataIn HiDeSt@KI 2015
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On Stream ReasoningIn HiDeSt@KI Sep 2015
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LANCE: Piercing to the Heart of Instance Matching ToolsIn International Semantic Web Conference (1) Sep 2015
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Ontology-Based Introspection in Support of Stream ReasoningIn SCAI Sep 2015
2014
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A Stream-Temporal Query Language for Ontology Based Data AccessIn Description Logics Sep 2014
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Streaming the Web: Reasoning over dynamic dataJ. Web Sem. Sep 2014
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Reality mining on micropost streams - Deductive and inductive reasoning for personalized and location-based recommendationsSemantic Web Sep 2014
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Graph stream algorithms: a surveySIGMOD Record Sep 2014
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The CLOCK Data-Aware Eviction Approach: Towards Processing Linked Data Streams with Limited ResourcesIn ESWC Sep 2014
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Towards Scalable Exploration of Diagnoses in an Ontology StreamIn AAAI Sep 2014
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SPUD - Semantic Processing of Urban DataJ. Web Sem. Sep 2014
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Smart traffic analytics in the semantic web with STAR-CITY: Scenarios, system and lessons learned in Dublin CityJ. Web Sem. Sep 2014
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EPCIS Event-Based Traceability in Pharmaceutical Supply Chains via Automated Generation of Linked PedigreesIn Semantic Web Conference (1) Sep 2014
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TriAD: a distributed shared-nothing RDF engine based on asynchronous message passingIn SIGMOD Conference Sep 2014
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Parallel Materialisation of Datalog Programs in Centralised, Main-Memory RDF SystemsIn AAAI Sep 2014
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RSP-QL Semantics: A Unifying Query Model to Explain Heterogeneity of RDF Stream Processing SystemsInt. J. Semantic Web Inf. Syst. Sep 2014
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RDF 1.1 Concepts and Abstract SyntaxInt. J. Semantic Web Inf. Syst. Sep 2014
2013
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From Propositional to First-Order MonitoringIn RV Sep 2013
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DynamiTE: Parallel Materialization of Dynamic RDF DataIn International Semantic Web Conference (1) Sep 2013
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StreamRule: A Nonmonotonic Stream Reasoning System for the Semantic WebIn RR Sep 2013
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SPARQL 1.1 Query LanguageIn RR Sep 2013
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Real-Time Urban Monitoring in Dublin Using Semantic and Stream TechnologiesIn International Semantic Web Conference (2) Sep 2013
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Predicting Knowledge in an Ontology StreamIn IJCAI Sep 2013
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Intelligence distribution for data processing in smart grids: A semantic approachEng. Appl. of AI Sep 2013
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’What affects me?’: a smart public alert system based on stream reasoningIn ICUIMC Sep 2013
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Semantic complex event processing for social media monitoring-a surveyIn Proceedings of Social Media and Linked Data for Emergency Response (SMILE) Co-located with the 10th Extended Semantic Web Conference, Montpellier, France. CEUR workshop proceedings (May 2013) Sep 2013
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Using Intelligent Agents to Discover Energy Saving Opportunities within Data CentersIn RE4SuSy@RE Sep 2013
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Discretized streams: fault-tolerant streaming computation at scaleIn SOSP Sep 2013
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Scalable Linked Data Stream Processing via Network-Aware Workload SchedulingIn SSWS@ISWC Sep 2013
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Order matters! Harnessing a world of orderings for reasoning over massive dataSemantic Web Sep 2013
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The Spatiotemporal RDF Store StrabonIn SSTD Sep 2013
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OLTP-Bench: An Extensible Testbed for Benchmarking Relational DatabasesPVLDB Sep 2013
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Seven Commandments for Benchmarking Semantic Flow Processing SystemsIn ESWC Sep 2013
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Introducing Statistical Design of Experiments to SPARQL Endpoint EvaluationIn International Semantic Web Conference (2) Sep 2013
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On Correctness in RDF Stream Processor BenchmarkingIn International Semantic Web Conference (2) Sep 2013
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SPARQL 1.1 Query LanguageIn International Semantic Web Conference (2) Sep 2013
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SPARQL 1.1 Entailment RegimesIn International Semantic Web Conference (2) Sep 2013
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Semantic information integration with transformations for stream reasoningIn FUSION Sep 2013
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Belief Revision in Non-Classical LogicsIn FUSION Sep 2013
2012
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Stream reasoning and complex event processing in ETALISSemantic Web Sep 2012
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Sparkwave: continuous schema-enhanced pattern matching over RDF data streamsIn DEBS Sep 2012
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Processing flows of information: From data stream to complex event processingACM Comput. Surv. Sep 2012
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Diagnosing Changes in An Ontology Stream: A DL Reasoning ApproachIn AAAI Sep 2012
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Monitoring and measuring sedentary behaviour with the aid of human digital memoriesIn CCNC Sep 2012
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Semantics for the Internet of Things: Early Progress and Back to the FutureInt. J. Semantic Web Inf. Syst. Sep 2012
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Enabling Query Technologies for the Semantic Sensor WebInt. J. Semantic Web Inf. Syst. Sep 2012
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WebPIE: A Web-scale Parallel Inference Engine using MapReduceJ. Web Sem. Sep 2012
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OGC GeoSPARQL - A Geographic Query Language for RDF DataJ. Web Sem. Sep 2012
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GalenOWL: Ontology based drug recommendations discoveryJ. Biomedical Semantics Sep 2012
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SRBench: A Streaming RDF/SPARQL BenchmarkIn International Semantic Web Conference (1) Sep 2012
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Linked Stream Data Processing Engines: Facts and FiguresIn International Semantic Web Conference (2) Sep 2012
2011
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A Native and Adaptive Approach for Unified Processing of Linked Streams and Linked DataIn International Semantic Web Conference (1) Sep 2011
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Optimising ontology stream reasoning with truth maintenance systemIn CIKM Sep 2011
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EP-SPARQL: a unified language for event processing and stream reasoningIn WWW Sep 2011
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An incremental answer set programming based system for finite model computationAI Commun. Sep 2011
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A Semantically Enabled Service Architecture for Mashups over Streaming and Stored DataIn ESWC (2) Sep 2011
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Towards a Whole Body Sensing Platform for Healthcare ApplicationsIn ESWC (2) Sep 2011
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The MASTRO system for ontology-based data accessSemantic Web Sep 2011
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DBpedia SPARQL Benchmark - Performance Assessment with Real Queries on Real DataIn International Semantic Web Conference (1) Sep 2011
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Apples and oranges: a comparison of RDF benchmarks and real RDF datasetsIn SIGMOD Conference Sep 2011
2010
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Stream-Based Middleware Support for Embedded ReasoningIn Embedded Reasoning, Papers from the 2010 AAAI Spring Symposium, Technical Report SS-10-04, Stanford, California, USA, March 22-24, 2010 Sep 2010
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C-SPARQL: a Continuous Query Language for RDF Data StreamsInt. J. Semantic Computing Sep 2010
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The missing links: bugs and bug-fix commitsIn SIGSOFT FSE Sep 2010
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A Proposal for Publishing Data Streams as Linked Data - A Position PaperIn LDOW Sep 2010
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Deductive and Inductive Stream Reasoning for Semantic Social Media AnalyticsIEEE Intelligent Systems Sep 2010
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Incremental Reasoning on Streams and Rich Background KnowledgeIn ESWC (1) Sep 2010
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Towards Expressive Stream ReasoningIn Semantic Challenges in Sensor Networks Sep 2010
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SECRET: A Model for Analysis of the Execution Semantics of Stream Processing SystemsPVLDB Sep 2010
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The HiBench benchmark suite: Characterization of the MapReduce-based data analysisIn Data Engineering Workshops (ICDEW), 2010 IEEE 26th International Conference on Sep 2010
2009
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DyKnow : A Stream-Based Knowledge Processing Middleware FrameworkIn Data Engineering Workshops (ICDEW), 2010 IEEE 26th International Conference on Sep 2009
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Simple and Efficient Minimal RDFSJ. Web Sem. Sep 2009
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Sequence Pattern Query Processing over Out-of-Order Event StreamsIn ICDE Sep 2009
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It’s a Streaming World! Reasoning upon Rapidly Changing InformationIEEE Intelligent Systems Sep 2009
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Flexible and scalable storage management for data-intensive stream processingIn EDBT Sep 2009
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The Art of Building a Good BenchmarkIn TPCTC Sep 2009
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The Berlin SPARQL BenchmarkInt. J. Semantic Web Inf. Syst. Sep 2009
2008
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Adding Data Mining Support to SPARQL Via Statistical Relational Learning MethodsIn ESWC Sep 2008
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Streaming knowledge basesIn In International Workshop on Scalable Semantic Web Knowledge Base Systems Sep 2008
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Combining answer set programming with description logics for the Semantic WebArtif. Intell. Sep 2008
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A First Step Towards Stream ReasoningIn FIS Sep 2008
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The Power of Events: An Introduction to Complex Event Processing in Distributed Enterprise SystemsIn RuleML Sep 2008
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Pushing the EL Envelope FurtherIn OWLED (Spring) Sep 2008