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Philippe Cudré-Mauroux

Philippe Cudré-Mauroux

D-Index & Metrics

Computer Science

D-Index
49
Citations
9586
World Ranking
5893
National Ranking
123

Overview

Philippe Cudré-Mauroux is affiliated with the University of Fribourg in Switzerland and has contributed extensively to the field of computer science, with a particular focus on artificial intelligence and related subfields. Their research spans multiple topics, including topic modeling, advanced graph neural networks, data quality and management, anomaly detection techniques and applications, semantic web and ontologies, human mobility and location-based analysis, as well as cloud computing and resource management.

Among their recent publications are several papers covering diverse areas of computer science:

  • LBSN2Vec++: Heterogeneous Hypergraph Embedding for Location-Based Social Networks, 2020, IEEE Transactions on Knowledge and Data Engineering
  • Mind the gap, 2020, Proceedings of the VLDB Endowment
  • Trends & Methods in Chatbot Evaluation, 2020, Companion Publication of the 2020 International Conference on Multimodal Interaction
  • MARTA: Leveraging Human Rationales for Explainable Text Classification, 2021, Proceedings of the AAAI Conference on Artificial Intelligence
  • Leveraging Knowledge Graphs for Big Data Integration: the XI Pipeline, 2020, Semantic Web

The frequent co-authors who have collaborated with Philippe Cudré-Mauroux include:

  • Dingqi Yang
  • Bingqing Qu
  • Djellel Difallah
  • Alberto Lerner
  • Jie Yang

They have published repeatedly in prominent venues within their field, with notable appearances in:

  • IEEE Transactions on Knowledge and Data Engineering
  • Proceedings of the VLDB Endowment
  • Zenodo (CERN European Organization for Nuclear Research)
  • arXiv (Cornell University)
  • 2022 IEEE International Conference on Big Data (Big Data)

Their work engages deeply with the domains of artificial intelligence, computer networks and communications, information systems, signal processing, and transportation, reflecting a broad range of computer science subfields studied across numerous publications.

Best Publications

  • P-Grid: a self-organizing structured P2P system

    Karl Aberer;Philippe Cudré-Mauroux;Anwitaman Datta;Zoran Despotovic

  • ZenCrowd: leveraging probabilistic reasoning and crowdsourcing techniques for large-scale entity linking

    Gianluca Demartini;Djellel Eddine Difallah;Philippe Cudré-Mauroux

  • OLTP-Bench: an extensible testbed for benchmarking relational databases

    Djellel Eddine Difallah;Andrew Pavlo;Carlo Curino;Philippe Cudre-Mauroux

  • HYRISE: a main memory hybrid storage engine

    Martin Grund;Jens Krüger;Hasso Plattner;Alexander Zeier

  • GridVine: building internet-scale semantic overlay networks

    Karl Aberer;Philippe Cudré-Mauroux;Manfred Hauswirth;Tim Van Pelt

  • Revisiting User Mobility and Social Relationships in LBSNs: A Hypergraph Embedding Approach

    Dingqi Yang;Bingqing Qu;Jie Yang;Philippe Cudre-Mauroux

  • The Dynamics of Micro-Task Crowdsourcing: The Case of Amazon MTurk

    Djellel Eddine Difallah;Michele Catasta;Gianluca Demartini;Panagiotis G. Ipeirotis

  • The chatty web: emergent semantics through gossiping

    Karl Aberer;Philippe Cudré-Mauroux;Manfred Hauswirth

  • TrajStore: An adaptive storage system for very large trajectory data sets

    Philippe Cudre-Mauroux;Eugene Wu;Samuel Madden

  • The Semantic Web – ISWC 2012

    Philippe Cudré-Mauroux;Jeff Heflin;Evren Sirin;Tania Tudorache

  • A demonstration of SciDB: a science-oriented DBMS

    P. Cudre-Mauroux;H. Kimura;K.-T. Lim;J. Rogers

  • Pick-a-crowd: tell me what you like, and i'll tell you what to do

    Djellel Eddine Difallah;Gianluca Demartini;Philippe Cudré-Mauroux

  • Emergent Semantics Principles and Issues

    Karl Aberer;Philippe Cudré-Mauroux;Aris M. Ouksel;Tiziana Catarci

  • Online anomaly detection over Big Data streams

    Laura Rettig;Mourad Khayati;Philippe Cudre-Mauroux;Michal Piorkowski

  • Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States!

    Dingqi Yang;Benjamin Fankhauser;Paolo Rosso;Philippe Cudre-Mauroux

  • Relation Extraction Using Distant Supervision: A Survey

    Alisa Smirnova;Philippe Cudré-Mauroux

  • Beyond Triplets: Hyper-Relational Knowledge Graph Embedding for Link Prediction

    Paolo Rosso;Dingqi Yang;Philippe Cudré-Mauroux

  • Mechanical cheat: Spamming schemes and adversarial techniques on crowdsourcing platforms

    Djellel Eddine Difallah;Gianluca Demartini;Philippe Cudré-Mauroux

  • NoSQL Databases for RDF: An Empirical Evaluation

    Philippe Cudré-Mauroux;Iliya Enchev;Sever Fundatureanu;Paul Groth

  • Are Meta-Paths Necessary?: Revisiting Heterogeneous Graph Embeddings

    Rana Hussein;Dingqi Yang;Philippe Cudré-Mauroux

  • GridVine: An Infrastructure for Peer Information Management

    P. Cudre-Mauroux;S. Agarwal;K. Aberer

Frequent Co-Authors

Karl Aberer
Karl Aberer École Polytechnique Fédérale de Lausanne
Gianluca Demartini
Gianluca Demartini University of Queensland
Dingqi Yang
Dingqi Yang University of Macau
Manfred Hauswirth
Manfred Hauswirth Technical University of Berlin
Paul Groth
Paul Groth University of Amsterdam
Carlo Curino
Carlo Curino Microsoft (United States)
Andrew Pavlo
Andrew Pavlo Carnegie Mellon University
Eugene Wu
Eugene Wu Columbia University
Stefano Spaccapietra
Stefano Spaccapietra École Polytechnique Fédérale de Lausanne

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