Philippe Cudré-Mauroux

Brief Bio

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

Recent Appointments

Awards & Prizes

Publications

  1. Giuseppe Cuccu, Julian Togelius, and Philippe Cudré-Mauroux. “Playing Atari with Few Neurons.” Autonomous Agents and Multi-Agent Systems 35, no. 2 (2021): 1–23. Bibtex PDF
  2. Paolo Rosso, Dingqi Yang, Natalia Ostapuk, and Philippe Cudré-Mauroux. “RETA: A Schema-Aware, End-to-End Solution for Instance Completion in Knowledge Graphs.” In Proceedings of The Web Conference (WWW 2021). Ljubljana, Slovenia, 2021. Bibtex PDF Code
  3. Theo Jepsen, Alberto Lerner, Fernando Pedone, Robert Soulé, and Philippe Cudré-Mauroux. “In-Network Support for Transaction Triaging.” In Proceedings of the VLDB Endowment, 14:1626–39, 2021. Bibtex PDF
  4. Mourad Khayati, Ines Arous, Zakhar Tymchenko, and Philippe Cudré-Mauroux. “ORBITS: Online Recovery of Missing Blocks in Multiple Time Series Streams.” In Proceedings of the VLDB Endowment, Vol. 14, 2021. Bibtex PDF Code
  5. Ines Arous, Jie Yang, Mourad Khayati, and Philippe Cudré-Mauroux. “Peer Grading the Peer Reviews: A Dual-Role Approach for Lightening the Scholarly Paper Review Process.” In Proceedings of the Web Conference (WWW 2021). Ljubljana, Slovenia, 2021. Bibtex PDF Code
  6. Ines Arous, Ljiljana Dolamic, Jie Yang, Akansha Bhardwaj, Giuseppe Cuccu, and Philippe Cudré-Mauroux. “MARTA: Leveraging Human Rationales for Explainable Text Classification.” In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2021). A Virtual Conference, 2021. Bibtex Slides PDF Appendix Code Poster
  7. Abdelouahab Khelifati, Mourad Khayati, Philippe Cudré-Mauroux, Adrian Hänni, Qian Liu, and Manfred Hauswirth. “VADETIS: An Explainable Evaluator for Anomaly Detection Techniques.” In Proceedings of the IEEE International Conference on Data Engineering (ICDE 2021). Demo Track. Greece, 2021. Bibtex PDF Code
  8. Prathyusha Nerella, Akansha Bhardwaj, Paolo Rosso, and Philippe Cudré-Mauroux. “GraphEDM: A Graph-Based Approach to Disambiguate Entities in Microposts.” In 2021 7th Swiss Conference on Data Science (SDS). IEEE, 2021. Bibtex PDF
  9. Laura Rettig, Shaban Shabani, Loris Sauter, Philippe Cudré-Mauroux, Maria Sokhn, and Heiko Schuldt. “City-Stories: Combining Entity Linking, Multimedia Retrieval, and Crowdsourcing to Make Historical Data Accessible.” In International Conference on Web Engineering (ICWE 2021), 2021. Bibtex PDF
  10. Paolo Rosso, Dingqi Yang, and Philippe Cudré-Mauroux. “Beyond Triplets: Hyper-Relational Knowledge Graph Embedding for Link Prediction.” In Proceedings of The Web Conference (WWW 2020). Taipei, Taiwan, 2020. Bibtex PDF Code
  11. Ines Arous, Jie Yang, Mourad Khayati, and Philippe Cudré-Mauroux. “OpenCrowd: A Human-AI Collaborative Approach for Finding Social Influencers via Open-Ended Answers Aggregation.” In Proceedings of the Web Conference (WWW 2020). Taipei, Taiwan, 2020. Bibtex Slides PDF Code Video
  12. Giuseppe Cuccu, Julian Togelius, and Philippe Cudré-Mauroux. “Playing Atari with Six Neurons (Extended Abstract).” In Proceedings of the Twenty-Ninth International Joint Conference On Artificial Intelligence, IJCAI-20, edited by Christian Bessiere, 4711–15. International Joint Conferences on Artificial Intelligence Organization, 2020. Bibtex Slides PDF
  13. Dingqi Yang, Bingqing Qu, and Philippe Cudré-Mauroux. “Location-Centric Social Media Analytics: Challenges and Opportunities for Smart Cities.” IEEE Intelligent Systems, 2020. Bibtex PDF
  14. Dingqi Yang, Bingqing Qu, Jie Yang, and Philippe Cudré-Mauroux. “LBSN2Vec++: Heterogeneous Hypergraph Embedding for Location-Based Social Networks.” IEEE Transactions on Knowledge and Data Engineering, 2020. Bibtex PDF
  15. Dingqi Yang, Benjamin Fankhauser, Paolo Rosso, and Philippe Cudré-Mauroux. “Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States!.” In Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI 2020). Yokohama, Japan, 2020. Bibtex PDF Code
  16. Yasamin Eslahi, Akansha Bhardwaj, Paolo Rosso, Kurt Stockinger, and Philippe Cudré-Mauroux. “Annotating Web Tables through Knowledge Bases: A Context-Based Approach.” In 2020 7th Swiss Conference on Data Science (SDS). IEEE, 2020. Bibtex PDF
  17. Akansha Bhardwaj, Jie Yang, and Philippe Cudré-Mauroux. “A Human-AI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection.” In AAAI Conference on Artificial Intelligence (AAAI’20). New York, USA, 2020. Bibtex PDF
  18. Alberto Lerner, Jaewook Kwak, Sangjin Lee, Kibin Park, Yong Ho Song, and Philippe Cudré-Mauroux. “It Takes Two: Instrumenting the Interaction between In-Memory Databases and Solid-State Drives.” In CIDR 2020, 10th Conference on Innovative Data Systems Research, 2020. Bibtex PDF
  19. Laura Rettig, Regula Hänggli, and Philippe Cudré-Mauroux. “The Best of Both Worlds: Context-Powered Word Embedding Combinations for Longitudinal Text Analysis.” In 2020 IEEE International Conference on Big Data, BigData, 2020. Bibtex PDF
  20. Giuseppe Cuccu, Johan Jobin, Julien Clément, Akansha Bhardwaj, Carolin Reischauer, Harriet Thöny, and Philippe Cudré-Mauroux. “Hydra: Cancer Detection Leveraging Multiple Heads and Heterogeneous Datasets.” In 2020 IEEE International Conference on Big Data, BigData, 2020. Bibtex PDF
  21. Alberto Lerner, Rana Hussein, André Ryser, Sangjin Lee, and Philippe Cudré-Mauroux. “Networking and Storage: The Next Computing Elements in Exascale Systems?.” IEEE Data Engineering Bulletin 43, no. 1 (March 2020): 60–71. Bibtex PDF
  22. Mourad Khayati, Alberto Lerner, Zakhar Tymchenko, and Philippe Cudré-Mauroux. “Mind the Gap: An Experimental Evaluation of Imputation of Missing Values Techniques in Time Series.” In Proceedings of the VLDB Endowment, Vol. 13, 2020. Bibtex PDF Code Award
  23. Paolo Rosso, Dingqi Yang, and Philippe Cudré-Mauroux. “Revisiting Text and Knowledge Graph Joint Embeddings: The Amount of Shared Information Matters!.” In BigData, 2019. Bibtex PDF Code
  24. Artem Lutov, Dingqi Yang, and Philippe Cudré-Mauroux. “Bridging the Gap between Community and Node Representations: Graph Embedding via Community Detection.” In BigData, 2019. Bibtex PDF
  25. Artem Lutov, M. Khayati, and Philippe Cudré-Mauroux. “DAOC: Stable Clustering of Large Networks.” In BigData, 2019. Bibtex PDF
  26. Abdelouahab Khelifati, M. Khayati, and Philippe Cudré-Mauroux. “CORAD: Correlation-Aware Compression of Massive Time Series Using Sparse Dictionary Coding.” In BigData, 2019. Bibtex PDF
  27. Laura Rettig, Julien Audiffren, and Philippe Cudré-Mauroux. “Fusing Vector Space Models for Domain-Specific Applications.” In IEEE 31st International Conference on Tools with Artificial Intelligence, ICTAI 2019, 2019. Bibtex PDF
  28. Mourad Khayati, Philippe Cudré-Mauroux, and Michael H. Böhlen. “Scalable Recovery of Missing Blocks in Time Series with High and Low Cross-Correlations.” In International Journal of Knowledge and Information Systems (KAIS), 2019. Bibtex PDF Code
  29. Michael Luggen, Djellel Difallah, Cristina Sarasua, Gianluca Demartini, and Philippe Cudré-Mauroux. “Non-Parametric Class Completeness Estimators for Collaborative Knowledge Graphs — The Case of Wikidata.” In International Semantic Web Conference (ISWC), 2019. Bibtex Slides PDF
  30. 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
  31. 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
  32. 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
  33. 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
  34. 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
  35. 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
  36. 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
  37. Artem Lutov, M. 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
  38. 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 Proceedings of the IEEE International Conference on Data Engineering (ICDE 2019). Demo Track. Macau, China, 2019. Bibtex PDF Code Poster Tool
  39. 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
  40. 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
  41. Giuseppe Cuccu, Julian Togelius, and Philippe Cudré-Mauroux. “Playing Atari with Six Neurons.” In Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 998–1006. International Foundation for Autonomous Agents and Multiagent Systems, 2019. Bibtex PDF
  42. Akansha Bhardwaj, Albert Blarer, Philippe Cudre-Mauroux, Vincent Lenders, Boris Motik, Axel Tanner, and Alberto Tonon. “Event Detection on Microposts: a Comparison of Four Approaches.” IEEE Transactions on Knowledge and Data Engineering PP (October 2019): 1–1. Bibtex PDF
  43. Paolo Rosso, Dingqi Yang, and Philippe Cudré-Mauroux. “Knowledge Graph Embeddings.” In Encyclopedia of Big Data Technologies., 2019. Bibtex PDF
  44. Alisa Smirnova, Julien Audiffren, and Philippe Cudré-Mauroux. “Distant Supervision from Knowledge Graphs.” In Encyclopedia of Big Data Technologies., 2019. Bibtex PDF
  45. Philippe Cudré-Mauroux. “SciDB.” In Encyclopedia of Big Data Technologies., 2019. Bibtex PDF
  46. Philippe Cudré-Mauroux. “Semantic Search.” In Encyclopedia of Big Data Technologies., 2019. Bibtex PDF
  47. 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 Code
  48. 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
  49. 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 (ICDM), Demo Track, Singapore, Singapore, November 17-20, 2018, 1481–86, 2018. Bibtex Slides PDF
  50. 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
  51. 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
  52. Artem Lutov, Soheil Roshankish, M. 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
  53. 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
  54. 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
  55. 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
  56. Shaban Shabani, Maria Sokhn, Laura Rettig, Philippe Cudré-Mauroux, Lukas Beck, Claudiu Tanase, and Heiko Schuldt. “City-Stories: A Multimedia Hybrid Content and Entity Retrieval System for Historical Data.” In Proceedings of the 4th International Workshop on Computational History (HistoInformatics 2017) Co-Located with the 26th ACM International Conference on Information and Knowledge Management (CIKM 2017), 2017. Bibtex PDF
  57. 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
  58. 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
  59. 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
  60. Ruslan Mavlyutov, and Philippe Cudré-Mauroux. “Managing Big Interval Data with CINTIA the Checkpoint INTerval Array.” Transactions on Big Data (TBD), 2017. Bibtex PDF
  61. 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
  62. 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
  63. 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
  64. 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
  65. 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
  66. 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
  67. 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
  68. 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
  69. 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
  70. 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
  71. 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
  72. 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
  73. 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
  74. 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
  75. Laura Rettig, M. 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
  76. 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
  77. Marcin Wylot, Philippe Cudré-Mauroux, and Paul Groth. “Executing Provenance-Enabled Queries over Web Data.” In WWW. Florence, Italy, 2015. Bibtex PDF
  78. 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
  79. 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
  80. 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
  81. 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
  82. 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
  83. 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
  84. 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
  85. 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
  86. Marcin Wylot, Philippe Cudré-Mauroux, and Paul Groth. “TripleProv: Efficient Processing of Lineage Queries over a Native RDF Store.” In WWW, 2014. Bibtex PDF
  87. Roman Prokofyev, Gianluca Demartini, and Philippe Cudré-Mauroux. “Effective Named Entity Recognition for Idiosyncratic Web Collections.” In WWW. Seoul, Korea: IW3C, 2014. Bibtex PDF
  88. 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
  89. 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
  90. 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
  91. 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
  92. 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
  93. 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
  94. 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
  95. 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
  96. 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
  97. 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
  98. 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
  99. 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
  100. 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
  101. 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
  102. 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
  103. 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
  104. Philippe Cudré-Mauroux. “Empowering Semantic Web with Computational Intelligence.” IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, 2012. Bibtex
  105. 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
  106. 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
  107. 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
  108. 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
  109. 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
  110. 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
  111. 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
  112. 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
  113. 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
  114. 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
  115. 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
  116. Philippe Cudré-Mauroux, and Sameh Elnikety. “Graph Data Management Systems for New Application Domains.” PVLDB 4, no. 12 (2011): 1510–11. Bibtex
  117. 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
  118. M. Maillard, M. Sokhn, E. Mugellini, Philippe Cudré-Mauroux, and O.A. Khaled. “Bibliographic Synthesis,” 2011. Bibtex
  119. 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
  120. Philippe Cudré-Mauroux. “Loose Ontological Coupling and the Social Semantic Web.” In AWIC, 11–15. Springer, 2011. Bibtex
  121. 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
  122. 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
  123. 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
  124. 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
  125. 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
  126. 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
  127. 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
  128. 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
  129. Philippe Cudré-Mauroux. “Peer Data Management System.” In Encyclopedia of Database Systems, 2055–56. Springer US, 2009. Bibtex
  130. Philippe Cudré-Mauroux. “Emergent Semantics.” In Encyclopedia of Database Systems, 982–85. Springer US, 2009. Bibtex
  131. Eugene Wu, Philippe Cudré-Mauroux, and Samuel Madden. “Demonstration of the TrajStore System.” PVLDB 2, no. 2 (2009): 1554–57. Bibtex
  132. Philippe Cudré-Mauroux, Eugene Wu, and Samuel Madden. “The Case for RodentStore: An Adaptive, Declarative Storage System.” In CIDR. www.cidrdb.org, 2009. Bibtex
  133. E. Jones, O. Koch, and Philippe Cudré-Mauroux. “6.092 Introduction to Software Engineering in Java, January (IAP) 2009,” 2009. Bibtex
  134. Adriana Budura, Sebastian Michel, Philippe Cudré-Mauroux, and Karl Aberer. “Neighborhood-Based Tag Prediction.” In ESWC, 608–22. Springer, 2009. Bibtex
  135. 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
  136. 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
  137. 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
  138. Parisa Haghani, Sebastian Michel, Philippe Cudré-Mauroux, and Karl Aberer. “LSH At Large - Distributed KNN Search in High Dimensions.” In WebDB, 2008. Bibtex
  139. 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
  140. 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
  141. K. Aberer, Philippe Cudré-Mauroux, A. Datta, and M. Hauswirth. “Position Paper PIX-Grid: A Platform for P2P Photo Exchange,” 2007. Bibtex
  142. 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
  143. 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
  144. L.L. Chen, Philippe Cudré-Mauroux, P. Haase, A. Hotho, and E. Ong. “International Workshop on Emergent Semantics and Ontology Evolution,” 2007. Bibtex
  145. 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
  146. 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
  147. 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
  148. Philippe Cudré-Mauroux, and K. Aberer. “Belief Propagation on Uncertain Schema Mappings in Peer Data Management Systems.” Global Data Management 8 (2006): 202. Bibtex
  149. Philippe Cudré-Mauroux. “Emergent Semantics: Rethinking Interoperability for Large Scale Decentralized Information Systems.” Phd, Google Inc, 2006. Bibtex
  150. 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
  151. Philippe Cudré-Mauroux, Karl Aberer, and Andras Feher. “Probabilistic Message Passing in Peer Data Management Systems.” In ICDE, 41. IEEE Computer Society, 2006. Bibtex
  152. 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
  153. 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
  154. Karl Aberer, and Philippe Cudré-Mauroux. “Semantic Overlay Networks.” In VLDB, 1367. ACM, 2005. Bibtex
  155. Philippe Cudré-Mauroux, J. Gaugaz, A. Budura, and K. Aberer. “Analyzing Semantic Interoperability in Bioinformatic Database Networks.” W8: Semantic Network Analysis, 2005, 82. Bibtex
  156. 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
  157. 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
  158. 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
  159. 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
  160. 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
  161. 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
  162. 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
  163. Karl Aberer, Philippe Cudré-Mauroux, and Manfred Hauswirth. “The Chatty Web: Emergent Semantics through Gossiping.” In WWW, 197–206, 2003. Bibtex
  164. Philippe Cudré-Mauroux, Karl Aberer, and Manfred Hauswirth. “The Chatty Web Approach for Global Semantic Agreements.” In MMGPS. CEUR-WS.org, 2003. Bibtex
  165. 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
  166. 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
  167. 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
  168. Philippe Cudré-Mauroux, and Karl Aberer. “A Decentralized Architecture for Adaptive Media Dissemination.” In ICME (1), 533–36. IEEE, 2002. Bibtex
  169. Karl Aberer, Philippe Cudré-Mauroux, and Manfred Hauswirth. “A Framework for Semantic Gossiping.” SIGMOD Record 31, no. 4 (2002): 48–53. Bibtex
  170. 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