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International institute of management in technology

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Philippe Cudré-Mauroux - spécialiste en big-data

Biography

International institute of management in technology
Full Professor

I'm a Full Professor at the University of Fribourg, Switzerland, where I lead the eXascale Infolab. Before coming back to Switzerland, I spent a few exciting years working with the Database Systems lab (Sam Madden & Mike Stonbraker) at MIT. I got my B.Sc. from EPFL, and two M.Sc., one from Eurecom and one from INRIA SOP/U. of Sofia-Antipolis. At the end of my studies, I spent six months at IBM T.J. Watson Research, working on media delivery architectures. I got my Ph.D. from EPFL, working in Karl Aberer's lab. My dissertation on Emergent Semantics won the EPFL Doctorate Award and the EPFL Press Mention in 2007. During my Ph.D., I also spent some time at U.C. Berkeley working on sensor data and at Microsoft Research Asia working on novel information-sharing systems.

I recently won a 2M€ ERC Grant, a Google Faculty Research Award, as well as the VeriSign Internet Infrastructures Award.

Research Interests

Exascale Information Management; Big Data; Scientific Data; Linked Data.

Recent/Upcoming Events

  • June 2016: ICWE in Lugano [PC Chair]
  • June 2016: SIGMOD in San Francisco [Group Leader, Best Paper Award Committee]
  • October 2016: ISWC in Kobe [Senior PC, Doctoral Consortium Chair]
  • April 2017: WWW in Perth [Track Chair for Crowdsourcing]
  • August 2017: VLDB in Munich [Member of the review board of PVLDB Vol. 10]
  • Recent Appointments
  • 2016: Full Professor, University of Fribourg–Switzerland
  • 2015-2016: Visiting Researcher, Microsoft CISL–USA
  • 2015: Visiting Professor, MIT–USA
  • 2015: Forum des 100–Switzerland
  • 2011: President of the GITI–Switzerland
  • 2011: Board of Directors, Swiss-Engineering–Switzerland
  • 2010: Swiss NSF Professor, University of Fribourg–Switzerland

Awards & Prizes

  • 2016: ERC Consolidator Grant, European Research Council.
  • 2013: Google Faculty Research Award, USA.
  • 2012: Outstanding Contribution to Computer Science Award, Swiss National Center in Research MICS (link to the MICS event).
  • 2012: Verisign Inc. Internet Infrastructures Award, USA. Press release here.
  • 2011: Marie-Curie Career Integration Grant.
  • 2011: Best Demo Award, ISWC, Germany.
  • 2011: Outrageous Idea Award, Computing Community Consortium (CCC), Germany.
  • 2011: Amazon AWS Teaching Grant, USA.
  • 2011: Amazon AWS Research Grant, USA.
  • 2010: SNSF Professorship, Swiss National Science Foundation, Switzerland.
  • 2010: Best Mentor Award, International Semantic Web Conference, Shanghai–China.
  • 2007: EPFL Doctorate Award (best EPFL thesis out of 292 Ph.D. theses), EPFL–Switzerland.
  • 2007: EPFL Press Mention (for outstanding publication), EPFL, Switzerland.
  • 2001: Best Student (out of 30 European students), M.Sc. program in Multimedia Communications, Eurecom Institute & EPFL.

Publications

  • Djellel Difallah, Alessandro Checco, Gianluca Demartini, and Philippe Cudré-Mauroux. “Deadline-Aware Fair Scheduling for Multi-Tenant Crowd-Powered Systems.” Trans. Soc. Comput. 2, no. 1 (February 2019): 3:1–3:29. Bibtex PDF
  • Dingqi Yang, Paolo Rosso, Bin Li, and Philippe Cudre-Mauroux. “NodeSketch: Highly-Efficient Graph Embeddings via Recursive Sketching.” In Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2019), 2019. Bibtex PDF
  • Sebastian Arnold, Rudolf Schneider, Philippe Cudré-Mauroux, Felix A. Gers, and Alexander Löser. “SECTOR: A Neural Model for Coherent Topic Segmentation and Classification.” Transactions of the Association for Computational Linguistics (TACL) to appear (2019). Bibtex PDF
  • Jie Yang, Alisa Smirnova, Dingqi Yang, Gianluca Demartini, Yuan Lu, and Philippe Cudre-Mauroux. “Scalpel-CD: Leveraging Crowdsourcing and Deep Probabilistic Modeling for Debugging Noisy Training Data.” In Proceedings of the Web Conference (WWW 2019), 2019. Bibtex PDF
  • Natalia Ostapuk, Jie Yang, and Philippe Cudre-Mauroux. “ActiveLink: Deep Active Learning for Link Prediction in Knowledge Graphs.” In Proceedings of the Web Conference (WWW 2019), 2019. Bibtex PDF
  • Alisa Smirnova, and Philippe Cudré-Mauroux. “Relation Extraction Using Distant Supervision: A Survey.” ACM Comput. Surv. 51, no. 5 (2019): 106:1–106:35. Bibtex PDF
  • Dingqi Yang, Bingqing Qu, Jie Yang, and Philippe Cudre-Mauroux. “Revisiting User Mobility and Social Relationships in LBSNs: A Hypergraph Embedding Approach.” In Proceedings of the Web Conference (WWW 2019), 2019. Bibtex PDF
  • Artem Lutov, Mourad Khayati, and Philippe Cudré-Mauroux. “Accuracy Evaluation of Overlapping and Multi-Resolution Clustering Algorithms on Large Datasets.” In Proceedings of the 6th IEEE International Conference on Big Data and Smart Computing (BigComp 2019), 2019. Bibtex PDF
  • Ines Arous, Mourad Khayati, Philippe Cudré-Mauroux, Ying Zhang, Martin Kersten, and Svetlin Stalinlov. “RecovDB: Accurate and Efficient Missing Blocks Recovery for Large Time Series.” In 35th IEEE International Conference on Data Engineering (ICDE 2019). Macau, China, 2019. Bibtex Source Code Poster Tool
  • Alberto Lerner, Rana Hussein, and Philippe Cudré-Mauroux. “The Case For Network Accelerated Query Processing.” In CIDR 2019, 9th Biennial Conference on Innovative Data Systems Research, 2019. Bibtex PDF
  • Dingqi Yang, Bingqing Qu, and Philippe Cudré-Mauroux. “Privacy-Preserving Social Media Data Publishing for Personalized Ranking-Based Recommendation.” IEEE Transactions on Knowledge and Data Engineering (TKDE) 31, no. 3 (2019): 507–20. Bibtex PDF
  • Giuseppe Cuccu, Julian Togelius, and Philippe Cudré-Mauroux. “Playing Atari with Six Neurons.” In International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019), 2019. Bibtex PDF
  • Paolo Rosso, Dingqi Yang, and Philippe Cudré-Mauroux. “Knowledge Graph Embeddings.” In Encyclopedia of Big Data Technologies., 2019. Bibtex PDF
  • Alisa Smirnova, Julien Audiffren, and Philippe Cudré-Mauroux. “Distant Supervision from Knowledge Graphs.” In Encyclopedia of Big Data Technologies., 2019. Bibtex PDF
  • Philippe Cudré-Mauroux. “SciDB.” In Encyclopedia of Big Data Technologies., 2019. Bibtex PDF
  • Philippe Cudré-Mauroux. “Semantic Search.” In Encyclopedia of Big Data Technologies., 2019. Bibtex PDF
  • Dingqi Yang, Terence Heaney, Alberto Tonon, Leye Wang, and Philippe Cudré-Mauroux. “CrimeTelescope: Crime Hotspot Prediction Based on Urban and Social Media Data Fusion.” World Wide Web 21, no. 5 (2018): 1323–47. Bibtex PDF
  • Efstratios Rappos, Stephan Robert, and Philippe Cudré-Mauroux. “A Force-Directed Approach for Offline GPS Trajectory Map Matching.” In Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL), 2018. Bibtex PDF
  • Marcin Wylot, Manfred Hauswirth, Philippe Cudré-Mauroux, and Sherif Sakr. “RDF Data Storage and Query Processing Schemes: A Survey.” ACM Comput. Surv. 51, no. 4 (2018): 84:1–84:36. Bibtex PDF
  • Artem Lutov, Soheil Roshankish, Mourad Khayati, and Philippe Cudré-Mauroux. “StaTIX - Statistical Type Inference on Linked Data.” In IEEE International Conference on Big Data, Big Data 2018, Seattle, WA, USA, December 10-13, 2018, 2253–62, 2018. Bibtex PDF
  • Artem Lutov, Mourad Khayati, and Philippe Cudré-Mauroux. “Clubmark: A Parallel Isolation Framework for Benchmarking and Profiling Clustering Algorithms on NUMA Architectures.” In 2018 IEEE International Conference on Data Mining Workshops, ICDM Workshops, Singapore, Singapore, November 17-20, 2018, 1481–86, 2018. Bibtex Slides PDF
  • Rana Hussein, Dingqi Yang, and Philippe Cudré-Mauroux. “Are Meta-Paths Necessary? Revisiting Heterogeneous Graph Embeddings.” In Proceedings of the ACM International Conference on Information and Knowledge Management (CIKM’18), 437–46, 2018. Bibtex Slides PDF Source Code
  • Dingqi Yang, Bin Li, Laura Rettig, and Philippe Cudré-Mauroux. “D2HistoSketch: Discriminative and Dynamic Similarity-Preserving Sketching of Streaming Histograms.” IEEE Transactions on Knowledge and Data Engineering (TKDE), 2018. Bibtex PDF
  • Paolo Ceravolo, Antonia Azzini, Marco Angelini, Tiziana Catarci, Philippe Cudré-Mauroux, Ernesto Damiani, Alexandra Mazak, et al. “Big Data Semantics.” J. Data Semantics 7, no. 2 (2018): 65–85. Bibtex PDF
  • Roman Prokofyev, Djellel Difallah, Michael Luggen, and Philippe Cudré-Mauroux. “SwissLink: High-Precision, Context-Free Entity Linking Exploiting Unambiguous Labels.” In Proceedings of the 13th International Conference on Semantic Systems (SEMANTICS2017). Amsterdam, The Netherlands, 2017. Bibtex Slides PDF
  • Giuseppe Cuccu, Somayeh Danafar, Philippe Cudré-Mauroux, Martin Gassner, Stefano Bernero, and Krzysztof Kryszczuk. “A Data-Driven Approach to Predict NOx-Emissions of Gas Turbines.” In 2017 IEEE International Conference on Big Data, BigData 2017, Boston, MA, USA, December 11-14, 2017, 1283–88, 2017. Bibtex PDF
  • Julia Proskurnia, Ruslan Mavlyutov, Carlos Castillo, Karl Aberer, and Philippe Cudré-Mauroux. “Efficient Document Filtering Using Vector Space Topic Expansion And Pattern-Mining: The Case of Event Detection in Microposts.” In Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017, 457–66, 2017. Bibtex PDF
  • Ruslan Mavlyutov, and Philippe Cudré-Mauroux. “Managing Big Interval Data with CINTIA the Checkpoint INTerval Array.” Transactions on Big Data (TBD), 2017. Bibtex PDF
  • Julia Proskurnia, Przemyslaw Grabowicz, Ryota Kobayashi, Carlos Castillo, Philippe Cudré-Mauroux, and Karl Aberer. “Predicting the Success of Online Petitions Leveraging Multidimensional Time-Series.” In Proceedings of the 25th International Conference on World Wide Web (WWW 2017). Perth, Australia, 2017. Bibtex PDF
  • Ruslan Mavlyutov, Carlo Curino, Boris Asipov, and Philippe Cudré-Mauroux. “Dependency-Driven Analytics: A Compass for Uncharted Data Oceans.” In Proceedings of the 8th Biennial Conference on Innovative Data Systems Research (CIDR 2017). Santa Cruz, USA, 2017. Bibtex Slides PDF
  • Alberto Tonon, Philippe Cudré-Mauroux, Albert Blarer, Vincent Lenders, and Boris Motik. “ArmaTweet: Detecting Events by Semantic Tweet Analysis.” In Proceedings of the Extended Semantic Web Conference (ESWC), 2017. Bibtex PDF
  • Dingqi Yang, Bin Li, Laura Rettig, and Philippe Cudré-Mauroux. “HistoSketch: Fast Similarity-Preserving Sketching of Streaming Histograms with Concept Drift.” In Proceedings of the IEEE International Conference on Data Mining (ICDM’17). New Orleans, USA, 2017. Bibtex Slides PDF
  • Dingqi Yang, Bin Li, and Philippe Cudré-Mauroux. “POIsketch: Semantic Place Labeling over User Activity Streams.” In Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI’16). New York City, USA, 2016. Bibtex PDF
  • Andrea Martini, Artem Lutov, Valerio Gemmetto, Andrii Magalich, Alessio Cardillo, Alex Constantin, Vasyl Palchykov, et al. “ScienceWISE: Topic Modeling over Scientific Literature Networks.” ArXiv e-Prints, 2016. Bibtex PDF
  • Dingqi Yang, Daqing Zhang, Bingqing Qu, and Philippe Cudré-Mauroux. “PrivCheck: Privacy-Preserving Check-in Data Publishing for Personalized Location Based Services.” In Proceedings of ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’16). Heidelberg, Germany, 2016. Bibtex PDF
  • Alberto Tonon, Michele Catasta, Roman Prokofyev, Gianluca Demartini, Karl Aberer, and Philippe Cudré-Mauroux. “Contextualized Ranking of Entity Types Based on Knowledge Graphs .” Web Semantics: Science, Services and Agents on the World Wide Web , 2016, - . Bibtex PDF
  • Djellel E. Difallah, Gianluca Demartini, and Philippe Cudré-Mauroux. “Scheduling Human Intelligence Tasks in Multi-Tenant Crowd-Powered Systems.” In WWW. Montreal, Canada: IW3C, 2016. Bibtex Slides PDF
  • Julia Proskurnia, Ruslan Mavlyutov, Roman Prokofyev, Karl Aberer, and Philippe Cudré-Mauroux. “Analyzing Large-Scale Public Campaigns on Twitter.” In International Conference on Social Informatics, 225–43. Springer, 2016. Bibtex
  • Alberto Tonon, Victor Felder, Djellel Eddine Difallah, and Philippe Cudré-Mauroux. “VoldemortKG: Mapping Schema.org and Web Entities to Linked Open Data.” In ISWC. Springer International Publishing, 2016. Bibtex Slides PDF
  • Alexander Butyaev, Ruslan Mavlyutov, Mathieu Blanchette, Philippe Cudré-Mauroux, and Jerome Waldispuhl. “A Low-Latency, Big Database System and Browser for Storage, Querying and Visualization of 3D Genomic Data.” Nucleic Acids Research, 2015. Bibtex PDF
  • Roman Prokofyev, Alberto Tonon, Michael Luggen, Loic Vouilloz, Djellel Eddine Difallah, and Philippe Cudré-Mauroux. “SANAPHOR: Ontology-Based Coreference Resolution.” In The Semantic Web - ISWC 2015 - 14th International Semantic Web Conference, Bethlehem, PA, USA, October 11-15, 2015, Proceedings, Part I, 458–73, 2015. Bibtex Slides PDF
  • Laura Rettig, Mourad Khayati, Philippe Cudré-Mauroux, and Michal Piorkowski. “Online Anomaly Detection over Big Data Streams.” In 2015 IEEE International Conference on Big Data, Big Data 2015, Santa Clara, CA, USA, Oct 27- Nov 01, 2015. Bibtex PDF
  • Michael Luggen, Adrian Gschwend, Bernhard Anrig, and Philippe Cudré-Mauroux. “Uduvudu: a Graph-Aware and Adaptive UI Engine for Linked Data.” In Proceedings of the Workshop on Linked Data on the Web, LDOW 2015, Co-Located with the 24th International World Wide Web Conference (WWW 2015), Florence, Italy, May 19th, 2015., 2015. Bibtex Slides PDF
  • Alberto Tonon, Gianluca Demartini, and Philippe Cudré-Mauroux. “Pooling-Based Continuous Evaluation of Information Retrieval Systems.” Information Retrieval Journal 18, no. 5 (2015): 445–72. Bibtex PDF
  • Ruslan Mavlyutov, Marcin Wylot, and Philippe Cudré-Mauroux. “A Comparison of Data Structures to Manage URIs on the Web of Data.” In ESWC. Springer, 2015. Bibtex PDF
  • Ruslan Mavlyutov, and Philippe Cudré-Mauroux. “CINTIA: A Distributed, Low-Latency Index for Big Interval Data.” In 2015 IEEE International Conference on Big Data, Big Data 2015, Santa Clara, CA, USA, October 29 - November 1, 2015, 619–28, 2015. Bibtex PDF
  • Dana Van Aken, Djellel E. Difallah, Andrew Pavlo, Carlo Curino, and Philippe Cudré-Mauroux. “BenchPress: Dynamic Workload Control in the OLTP-Bench Testbed.” In SIGMOD. Melbourne, Australia: ACM, 2015. Bibtex PDF
  • Alberto Tonon, Michele Catasta, Gianluca Demartini, and Philippe Cudré-Mauroux. “Fixing the Domain and Range of Properties in Linked Data by Context Disambiguation.” In Proceedings of the Workshop on Linked Data on the Web, LDOW 2015, Co-Located with the 24th International World Wide Web Conference (WWW 2015), Florence, Italy, May 19th, 2015., 2015. Bibtex Slides PDF
  • Mourad Khayati, Philippe Cudré-Mauroux, and Michael H. Böhlen. “Using Lowly Correlated Time Series to Recover Missing Values in Time Series: a Comparison between SVD and CD.” In Advances in Spatial and Temporal Databases - 15th International Symposium, SSTD 2015, Seoul, South Korea, August 26-28, 2015. Proceedings, 2015. Bibtex PDF
  • Marcin Wylot, Philippe Cudré-Mauroux, and Paul Groth. “Executing Provenance-Enabled Queries over Web Data.” In WWW. Florence, Italy, 2015. Bibtex PDF
  • Djellel E. Difallah, Michele Catasta, Gianluca Demartini, Panagiotis G Ipeirotis, and Philippe Cudré-Mauroux. “The Dynamics of Micro-Task Crowdsourcing – The Case of Amazon MTurk.” In WWW. Florence, Italy, 2015. Bibtex Slides PDF
  • Michele Catasta, Alberto Tonon, Djellel E. Difallah, Gianluca Demartini, Karl Aberer, and Philippe Cudré-Mauroux. “Hippocampus: Answering Memory Queries Using Transactive Search.” In WWW, 2014. Bibtex Slides PDF
  • Djellel E. Difallah, Michele Catasta, Gianluca Demartini, and Philippe Cudré-Mauroux. “Scaling-up the Crowd: Micro-Task Pricing Schemes for Worker Retention and Latency Improvement.” In Second AAAI Conference on Human Computation and Crowdsourcing, 2014. Bibtex PDF
  • Djellel E. Difallah, Andrew Pavlo, Carlo Curino, and Philippe Cudré-Mauroux. “OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases.” Proceedings of the VLDB Endowment 7, no. 4 (2014). Bibtex Slides PDF
  • Roman Prokofyev, Ruslan Mavlyutov, Martin Grund, Gianluca Demartini, and Philippe Cudré-Mauroux. “Correct Me If I’m Wrong: Fixing Grammatical Errors by Preposition Ranking.” In CIKM. CIKM ’14. Shanghai, China: ACM, 2014. Bibtex PDF
  • Marcin Wylot, Philippe Cudré-Mauroux, and Paul Groth. “TripleProv: Efficient Processing of Lineage Queries over a Native RDF Store.” In WWW, 2014. Bibtex PDF
  • Alice Marascu, Pascal Pompey, Eric Bouillet, Michael Wurst, Olivier Verscheure, Martin Grund, and Philippe Cudré-Mauroux. “TRISTAN: Real-Time Analytics on Massive Time Series Using Sparse Dictionary Compression.” In IEEE BigData, 2014. Bibtex PDF
  • Michele Catasta, Alberto Tonon, Djellel Eddine Difallah, Gianluca Demartini, Karl Aberer, and Philippe Cudré-Mauroux. “TransactiveDB: Tapping into Collective Human Memories.” PVLDB 7, no. 14 (2014): 1977–80. Bibtex PDF
  • Michele Catasta, Alberto Tonon, Gianluca Demartini, Jean-Eudes Ranvier, Karl Aberer, and Philippe Cudré-Mauroux. “B-Hist: Entity-Centric Search over Personal Web Browsing History.” Web Semantics: Science, Services and Agents on the World Wide Web 27, no. 1 (2014). Bibtex PDF
  • Roman Prokofyev, Gianluca Demartini, and Philippe Cudré-Mauroux. “Effective Named Entity Recognition for Idiosyncratic Web Collections.” In WWW. Seoul, Korea: IW3C, 2014. Bibtex PDF
  • Gianluca Demartini, Djellel E. Difallah, and Philippe Cudré-Mauroux. “Large-Scale Linked Data Integration Using Probabilistic Reasoning and Crowdsourcing.” The VLDB Journal, June 2013. Bibtex PDF
  • Djellel E. Difallah, Philippe Cudré-Mauroux, and S. McKenna. “Scalable Anomaly Detection for Smart City Infrastructure Networks.” Internet Computing, IEEE 17, no. 99 (2013): 47. Bibtex PDF
  • Alberto Tonon, Michele Catasta, Gianluca Demartini, Philippe Cudré-Mauroux, and Karl Aberer. “TRank: Ranking Entity Types Using the Web of Data.” In ISWC, 2013. Bibtex PDF
  • Roman Prokofyev, Gianluca Demartini, Alexey Boyarsky, Oleg Ruchayskiy, and Philippe Cudré-Mauroux. “Ontology-Based Word Sense Disambiguation for Scientific Literature.” In ECIR, 594–605. Moscow, 2013. Bibtex PDF
  • Djellel E. Difallah, Gianluca Demartini, and Philippe Cudré-Mauroux. “Pick-A-Crowd: Tell Me What You Like, and I’Ll Tell You What to Do.” In WWW. ACM, 2013. Bibtex PDF
  • Philippe Cudré-Mauroux, Iliya Enchev, Sever Fundatureanu, Paul Groth, Albert Haque, Andreas Harth, Felix Leif Keppmann, Daniel Miranker, Juan Sequeda, and Marcin Wylot. “NoSQL Databases for RDF: An Empirical Evaluation.” In ISWC, 2013. Bibtex PDF
  • Martin Grund, Philippe Cudré-Mauroux, Jens Krueger, and Hasso Plattner. “Hybrid Graph and Relational Query Processing in Main Memory.” In ICDE Workshops, 23–24, 2013. Bibtex
  • Gianluca Demartini, Iliya Enchev, Joël Gapany, and Philippe Cudré-Mauroux. “The Bowlogna Ontology: Fostering Open Curricula and Agile Knowledge Bases for Europe’s Higher Education Landscape.” Semantic Web 4, no. 1 (2013): 53–63. Bibtex PDF
  • Mariusz Wisniewski, Gianluca Demartini, Apostolos Malatras, and Philippe Cudré-Mauroux. “NoizCrowd: A Crowd-Based Data Gathering and Management System for Noise Level Data.” In Mobile Web and Information Systems. Springer Berlin Heidelberg, 2013. Bibtex PDF
  • H. Chen, and Philippe Cudré-Mauroux. “Guest Editorial-Special Issue on Semantic Web Meets Computational Intelligence.” IEEE Computational Intelligence Magazine 7, no. 2 (2012): 14. Bibtex
  • Roman Prokofyev, Alexey Boyarsky, Oleg Ruchayskiy, Karl Aberer, Gianluca Demartini, and Philippe Cudré-Mauroux. “Tag Recommendation for Large-Scale Ontology-Based Information Systems.” In International Semantic Web Conference (2), 325–36. Springer, 2012. Bibtex PDF
  • C.A. Curino, Djellel E. Difallah, A. Pavlo, and Philippe Cudré-Mauroux. “Benchmarking OLTP/Web Databases in the Cloud: the OLTP-Bench Framework.” In Proceedings of the Fourth International Workshop on Cloud Data Management, 17–20. ACM, 2012. Bibtex PDF
  • Gianluca Demartini, Iliya Enchev, Marcin Wylot, Joël Gapany, and Philippe Cudré-Mauroux. “BowlognaBench—Benchmarking RDF Analytics.” In Data-Driven Process Discovery and Analysis, 82–102. Springer, 2012. Bibtex PDF
  • Alberto Tonon, Gianluca Demartini, and Philippe Cudré-Mauroux. “Combining Inverted Indices and Structured Search for Ad-Hoc Object Retrieval.” In SIGIR, 125–34. ACM, 2012. Bibtex PDF
  • Philippe Cudré-Mauroux, Gianluca Demartini, I. Enchev, C. Guéret, and B. Perroud. “Downscaling Entity Registries for Ad-Hoc Environments.” DownScaling the Semantic Web (DownScale2012), 2012. Bibtex PDF
  • Adam Seering, Philippe Cudré-Mauroux, Samuel Madden, and Michael Stonebraker. “Efficient Versioning for Scientific Array Databases.” In ICDE, 1013–24. IEEE Computer Society, 2012. Bibtex
  • Philippe Cudré-Mauroux. “Empowering Semantic Web with Computational Intelligence.” IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, 2012. Bibtex
  • Michael Hausenblas, Robert Grossman, Andreas Harth, and Philippe Cudré-Mauroux. “Large-Scale Linked Data Processing - Cloud Computing to the Rescue?.” In CLOSER, 246–51. SciTePress, 2012. Bibtex
  • Djellel E. Difallah, Gianluca Demartini, and Philippe Cudré-Mauroux. “Mechanical Cheat: Spamming Schemes and Adversarial Techniques on Crowdsourcing Platforms.” CrowdSearch 2012 Workshop at WWW, 2012, 26–30. Bibtex PDF
  • Martin Grund, Philippe Cudré-Mauroux, Jens Krüger, Samuel Madden, and Hasso Plattner. “An Overview of HYRISE - a Main Memory Hybrid Storage Engine.” IEEE Data Eng. Bull. 35, no. 1 (2012): 52–57. Bibtex
  • Huajun Chen, Zhaohui Wu, and Philippe Cudré-Mauroux. “Semantic Web Meets Computational Intelligence: State of the Art and Perspectives [Review Article].” IEEE Comp. Int. Mag. 7, no. 2 (2012): 67–74. Bibtex
  • Huajun Chen, and Philippe Cudré-Mauroux. “Special Issue on Semantic Web Meets Computational Intelligence [Guest Editorial].” IEEE Comp. Int. Mag. 7, no. 2 (2012): 14–15. Bibtex
  • Philippe Cudré-Mauroux. “Will Graph Data Management Techniques Contribute to the Successful Large-Scale Deployment of Semantic Web Technologies?.” In ICDE Workshops, 213–15. IEEE Computer Society, 2012. Bibtex
  • Gianluca Demartini, Djellel E. Difallah, and Philippe Cudré-Mauroux. “ZenCrowd: Leveraging Probabilistic Reasoning and Crowdsourcing Techniques for Large-Scale Entity Linking.” In WWW, 469–78. ACM, 2012. Bibtex PDF
  • Martin Grund, Philippe Cudré-Mauroux, and Samuel Madden. “A Demonstration of HYRISE - A Main Memory Hybrid Storage Engine.” PVLDB 4, no. 12 (2011): 1434–37. Bibtex
  • Marcin Wylot, Jigé Pont, Mariusz Wisniewski, and Philippe Cudré-Mauroux. “DipLODocus[RDF] - Short and Long-Tail RDF Analytics for Massive Webs of Data.” In International Semantic Web Conference (1), 778–93. Springer, 2011. Bibtex PDF
  • Philippe Cudré-Mauroux, and Sameh Elnikety. “Graph Data Management Systems for New Application Domains.” PVLDB 4, no. 12 (2011): 1510–11. Bibtex
  • Philippe Cudré-Mauroux. “Loose Ontological Coupling and the Social Semantic Web.” In AWIC, 11–15. Springer, 2011. Bibtex
  • M. Maillard, Philippe Cudré-Mauroux, M. Sokhn, O.A. Khaled, and E. Mugellini. “Ontology-Driven E-Gov Portal for Swiss Public Services Access,” 2011. Bibtex
  • K. Aberer, A. Boyarsky, Philippe Cudré-Mauroux, Gianluca Demartini, and O. Ruchayskiy. “ScienceWISE: A Web-Based Interactive Semantic Platform for Scientific Collaboration.” In 10th International Semantic Web Conference (ISWC 2011-Demo), Bonn, Germany, 2011. Bibtex PDF
  • M. Maillard, M. Sokhn, E. Mugellini, Philippe Cudré-Mauroux, and O.A. Khaled. “Bibliographic Synthesis,” 2011. Bibtex
  • Gianluca Demartini, I. Enchev, J. Gapany, and Philippe Cudré-Mauroux. “BowlognaBench—Benchmarking RDF Analytics.” In First International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA 2011), 2011. Bibtex
  • Philippe Cudré-Mauroux, Gianluca Demartini, Djellel E. Difallah, A.E. Mostafa, V. Russo, and M. Thomas. A Demonstration of DNS3: a Semantic-Aware DNS Service. ISWC, 2011. Bibtex PDF
  • Martin Grund, Jens Krüger, Hasso Plattner, Alexander Zeier, Philippe Cudré-Mauroux, and Samuel Madden. “HYRISE - A Main Memory Hybrid Storage Engine.” PVLDB 4, no. 2 (2010): 105–16. Bibtex
  • Ernesto Damiani, Miltiadis D. Lytras, and Philippe Cudré-Mauroux. “Guest Editorial: Special Issue on Human-Centered Web Science.” World Wide Web 13, no. 1-2 (2010): 1–2. Bibtex
  • Philippe Cudré-Mauroux, Eugene Wu, and Samuel Madden. “TrajStore: An Adaptive Storage System for Very Large Trajectory Data Sets.” In ICDE, 109–20. IEEE, 2010. Bibtex
  • Philippe Cudré-Mauroux. “Emergent Semantics.” In Encyclopedia of Database Systems, 982–85. Springer US, 2009. Bibtex
  • Philippe Cudré-Mauroux. “Peer Data Management System.” In Encyclopedia of Database Systems, 2055–56. Springer US, 2009. Bibtex
  • Philippe Cudré-Mauroux, Parisa Haghani, Michael Jost, Karl Aberer, and Hermann de Meer. “IdMesh: Graph-Based Disambiguation of Linked Data.” In WWW, 591–600. ACM, 2009. Bibtex
  • Philippe Cudré-Mauroux, Eugene Wu, and Samuel Madden. “The Case for RodentStore: An Adaptive, Declarative Storage System.” In CIDR. www.cidrdb.org, 2009. Bibtex
  • Adriana Budura, Sebastian Michel, Philippe Cudré-Mauroux, and Karl Aberer. “Neighborhood-Based Tag Prediction.” In ESWC, 608–22. Springer, 2009. Bibtex
  • E. Jones, O. Koch, and Philippe Cudré-Mauroux. “6.092 Introduction to Software Engineering in Java, January (IAP) 2009,” 2009. Bibtex
  • Eugene Wu, Philippe Cudré-Mauroux, and Samuel Madden. “Demonstration of the TrajStore System.” PVLDB 2, no. 2 (2009): 1554–57. Bibtex
  • Philippe Cudré-Mauroux, Hideaki Kimura, Kian-Tat Lim, Jennie Rogers, Roman Simakov, Emad Soroush, Pavel Velikhov, et al. “A Demonstration of SciDB: A Science-Oriented DBMS.” PVLDB 2, no. 2 (2009): 1534–37. Bibtex
  • Adriana Budura, Sebastian Michel, Philippe Cudré-Mauroux, and Karl Aberer. “To Tag or Not to Tag -: Harvesting Adjacent Metadata in Large-Scale Tagging Systems.” In SIGIR, 733–34. ACM, 2008. Bibtex
  • Philippe Cudré-Mauroux, Adriana Budura, Manfred Hauswirth, and Karl Aberer. “PicShark: Mitigating Metadata Scarcity through Large-Scale P2P Collaboration.” VLDB J. 17, no. 6 (2008): 1371–84. Bibtex
  • Parisa Haghani, Sebastian Michel, Philippe Cudré-Mauroux, and Karl Aberer. “LSH At Large - Distributed KNN Search in High Dimensions.” In WebDB, 2008. Bibtex
  • Heinz Stockinger, Teresa K. Attwood, Shahid Nadeem Chohan, Richard G. Côté, Philippe Cudré-Mauroux, Laurent Falquet, Pedro Fernandes, et al. “Experience Using Web Services for Biological Sequence Analysis.” Briefings in Bioinformatics 9, no. 6 (2008): 493–505. Bibtex
  • Philippe Cudré-Mauroux, Suchit Agarwal, Adriana Budura, Parisa Haghani, and Karl Aberer. “Self-Organizing Schema Mappings in the GridVine Peer Data Management System.” In VLDB, 1334–37. ACM, 2007. Bibtex
  • L.L. Chen, Philippe Cudré-Mauroux, P. Haase, A. Hotho, and E. Ong. “International Workshop on Emergent Semantics and Ontology Evolution,” 2007. Bibtex
  • L. Chen, Philippe Cudré-Mauroux, P. Haase, A. Hotho, and E. Ong. “Book: The Proceedings of the International Workshop on Emergent Semantics and Ontology Evolution (ESOE07),” 2007. Bibtex
  • Adriana Budura, Philippe Cudré-Mauroux, and Karl Aberer. “From Bioinformatic Web Portals to Semantically Integrated Data Grid Networks.” Future Generation Comp. Syst. 23, no. 3 (2007): 485–96. Bibtex
  • Philippe Cudré-Mauroux, Suchit Agarwal, and Karl Aberer. “GridVine: An Infrastructure for Peer Information Management.” IEEE Internet Computing 11, no. 5 (2007): 36–44. Bibtex
  • Philippe Cudré-Mauroux, and K. Aberer. “Message Passing in Semantic Peer-to-Peer Overlay Networks [Exploratory DSP].” Signal Processing Magazine, IEEE 24, no. 5 (2007): 131–35. Bibtex
  • K. Aberer, Philippe Cudré-Mauroux, A. Datta, and M. Hauswirth. “Position Paper PIX-Grid: A Platform for P2P Photo Exchange,” 2007. Bibtex
  • K. Aberer, Philippe Cudré-Mauroux, and M. Hauswirth. “School of Computer and Communication Sciences, Ecole Polytechnique Fe’De’Rale De Lausanne (EPFL), Switzerland.” Semantic Web and Peer-to-Peer: Decentralized Management and Exchange of Knowledge and Information, 2006, 259. Bibtex
  • Philippe Cudré-Mauroux, Karl Aberer, Alia I. Abdelmoty, Tiziana Catarci, Ernesto Damiani, Arantza Illarramendi, Mustafa Jarrar, et al. “Viewpoints on Emergent Semantics.” J. Data Semantics VI, 2006, 1–27. Bibtex
  • K. Aberer, Philippe Cudré-Mauroux, and M. Hauswirth. “Semantic Gossiping: Fostering Semantic Interoperability in Peer Data Management Systems.” Semantic Web and Peer-to-Peer, 2006, 259. Bibtex
  • Philippe Cudré-Mauroux, Karl Aberer, and Andras Feher. “Probabilistic Message Passing in Peer Data Management Systems.” In ICDE, 41. IEEE Computer Society, 2006. Bibtex
  • Philippe Cudré-Mauroux, and K. Aberer. “Belief Propagation on Uncertain Schema Mappings in Peer Data Management Systems.” Global Data Management 8 (2006): 202. Bibtex
  • Philippe Cudré-Mauroux. “Emergent Semantics: Rethinking Interoperability for Large Scale Decentralized Information Systems.” Phd, Google Inc, 2006. Bibtex
  • Philippe Cudré-Mauroux, M. Fogel, K. Goldberg, and M. Franklin. “Sentry Pallets for Automated Monitoring of Spatial Constraints: Models and Initial Experiments.” IEEE International Conference on Robotics and Automation (ICRA’06), Orlando, Florida, USA, 2006, 4396–98. Bibtex
  • Philippe Cudré-Mauroux, J. Gaugaz, A. Budura, and K. Aberer. “Analyzing Semantic Interoperability in Bioinformatic Database Networks.” W8: Semantic Network Analysis, 2005, 82. Bibtex
  • Karl Aberer, Philippe Cudré-Mauroux, and Zoran Despotovic. “On the Convergence of Structured Search, Information Retrieval and Trust Management in Distributed Systems.” In MATES, 1–14. Springer, 2005. Bibtex
  • Karl Aberer, and Philippe Cudré-Mauroux. “Semantic Overlay Networks.” In VLDB, 1367. ACM, 2005. Bibtex
  • Karl Aberer, Tiziana Catarci, Philippe Cudré-Mauroux, Tharam S. Dillon, Stephan Grimm, Mohand-Said Hacid, Arantza Illarramendi, et al. “Emergent Semantics Systems.” In ICSNW, 14–43. Springer, 2004. Bibtex
  • Philippe Cudré-Mauroux, and Karl Aberer. “A Necessary Condition for Semantic Interoperability in the Large.” In CoopIS/DOA/ODBASE (2), 859–72. Springer, 2004. Bibtex
  • Karl Aberer, Philippe Cudré-Mauroux, Manfred Hauswirth, and Tim Van Pelt. “GridVine: Building Internet-Scale Semantic Overlay Networks.” In International Semantic Web Conference, 107–21. Springer, 2004. Bibtex
  • Philippe Cudré-Mauroux, and K. Aberer. “Ontologies, Databases, and Applications of Semantics (ODBASE) 2004 International Conference (Continued)-Advanced Information Systems-A Necessary Condition for Semantic Interoperability in The.” Lecture Notes in Computer Science 3291 (2004): 859–72. Bibtex
  • Karl Aberer, Philippe Cudré-Mauroux, Aris M. Ouksel, Tiziana Catarci, Mohand-Said Hacid, Arantza Illarramendi, Vipul Kashyap, et al. “Emergent Semantics Principles and Issues.” In DASFAA, 25–38. Springer, 2004. Bibtex
  • Karl Aberer, Philippe Cudré-Mauroux, Anwitaman Datta, Zoran Despotovic, Manfred Hauswirth, Magdalena Punceva, and Roman Schmidt. “P-Grid: a Self-Organizing Structured P2P System.” SIGMOD Record 32, no. 3 (2003): 29–33. Bibtex
  • Karl Aberer, Philippe Cudré-Mauroux, and Manfred Hauswirth. “Start Making Sense: The Chatty Web Approach for Global Semantic Agreements.” J. Web Sem. 1, no. 1 (2003): 89–114. Bibtex
  • Karl Aberer, Philippe Cudré-Mauroux, Anwitaman Datta, Zoran Despotovic, Manfred Hauswirth, Magdalena Punceva, Roman Schmidt, and Jie Wu. “Advanced Peer-to-Peer Networking: The P-Grid System and Its Applications.” Praxis Der Informationsverarbeitung Und Kommunikation 26, no. 2 (2003): 86–89. Bibtex
  • Philippe Cudré-Mauroux, Karl Aberer, and Manfred Hauswirth. “The Chatty Web Approach for Global Semantic Agreements.” In MMGPS. CEUR-WS.org, 2003. Bibtex
  • Karl Aberer, Philippe Cudré-Mauroux, and Manfred Hauswirth. “The Chatty Web: Emergent Semantics through Gossiping.” In WWW, 197–206, 2003. Bibtex
  • Karl Aberer, Philippe Cudré-Mauroux, Anwitaman Datta, and Manfred Hauswirth. “PIX-Grid: A Platform for P2P Photo Exchange.” In CAiSE Workshops. CEUR-WS.org, 2003. Bibtex
  • Philippe Cudré-Mauroux, and Karl Aberer. “A Decentralized Architecture for Adaptive Media Dissemination.” In ICME (1), 533–36. IEEE, 2002. Bibtex
  • Karl Aberer, Philippe Cudré-Mauroux, and Manfred Hauswirth. “A Framework for Semantic Gossiping.” SIGMOD Record 31, no. 4 (2002): 48–53. Bibtex
  • Alexander Butyaev, Ruslan Mavlyutov, Mathieu Blanchette, Philippe Cudré-Mauroux, and Jerome Waldispuhl. “3DGB: A Low-Latency, Big Database System and Browser for Storage, Querying and Visualization of 3D Genomic Data,” n.d. Bibtex
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