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ORCIDPhilippe Cudré-Mauroux
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- affiliation: University of Fribourg, Switzerland
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2020 – today
- 2024
[j66]Luca Althaus, Mourad Khayati, Abdelouahab Khelifati, Anton Dignös, Djellel Eddine Difallah, Philippe Cudré-Mauroux:
SEER: An End-to-End Toolkit for Benchmarking Time Series Database Systems in Monitoring Applications. Proc. VLDB Endow. 17(12): 4361-4364 (2024)- [j65]Paolo Ceravolo, Tiziana Catarci, Marco Console, Philippe Cudré-Mauroux, Sven Groppe, Katja Hose, Jaroslav Pokorný, Oscar Romero, Robert Wrembel:
moduli: A Disaggregated Data Management Architecture for Data-Intensive Workflows. SIGWEB Newsl. 2024(Winter): 4:1-4:16 (2024) - [j64]Dingqi Yang
, Bingqing Qu, Paolo Rosso, Philippe Cudré-Mauroux:
Fast and Slow Thinking: A Two-Step Schema-Aware Approach for Instance Completion in Knowledge Graphs. IEEE Trans. Knowl. Data Eng. 36(3): 1113-1129 (2024) - [j63]Yuhuan Lu, Dingqi Yang, Pengyang Wang, Paolo Rosso, Philippe Cudré-Mauroux:
Schema-Aware Hyper-Relational Knowledge Graph Embeddings for Link Prediction. IEEE Trans. Knowl. Data Eng. 36(6): 2614-2628 (2024) - [c134]Sangjin Lee, Alberto Lerner, Philippe Bonnet, Philippe Cudré-Mauroux:
Database Kernels: Seamless Integration of Database Systems and Fast Storage via CXL. CIDR 2024 - [c133]Alisa Smirnova, Jie Yang, Philippe Cudré-Mauroux:
XCrowd: Combining Explainability and Crowdsourcing to Diagnose Models in Relation Extraction. CIKM 2024: 2097-2107 - [c132]Natalia Ostapuk, Ljiljana Dolamic, Alain Mermoud, Philippe Cudré-Mauroux:
Leveraging Pre-Trained Extreme Multi-Label Classifiers for Zero-Shot Learning. SDS 2024: 233-236 - [c131]Manuel Mondal, Julien Audiffren, Ljiljana Dolamic, Gérôme Bovet, Philippe Cudré-Mauroux:
Cleaning Semi-Structured Errors in Open Data Using Large Language Models. SDS 2024: 258-261 - [c130]Philippe Cudré-Mauroux, Andrea Ko, Robert Wrembel:
Fourth International Workshop on Big Data in Emergent Distributed Environments (BiDEDE). SIGMOD Conference Companion 2024: 655-656 - [c129]Natalia Ostapuk, Julien Audiffren, Ljiljana Dolamic, Alain Mermoud, Philippe Cudré-Mauroux:
Follow the Path: Hierarchy-Aware Extreme Multi-Label Completion for Semantic Text Tagging. WWW 2024: 2094-2105 - [e16]Philippe Cudré-Mauroux, Andrea Kö, Robert Wrembel:
Proceedings of the International Workshop on Big Data in Emergent Distributed Environments, BiDEDE 2024, Santiago, Chile, June 9-15, 2024. ACM 2024 [contents] - [i18]Manuel Mondal, Ljiljana Dolamic, Gérôme Bovet, Philippe Cudré-Mauroux:
Do Large Language Models Exhibit Cognitive Dissonance? Studying the Difference Between Revealed Beliefs and Stated Answers. CoRR abs/2406.14986 (2024) - [i17]Bangchao Deng, Xin Jing, Tianyue Yang, Bingqing Qu, Philippe Cudré-Mauroux, Dingqi Yang:
Revisiting Synthetic Human Trajectories: Imitative Generation and Benchmarks Beyond Datasaurus. CoRR abs/2409.13790 (2024) - 2023
- [j62]Rana Hussein, Alberto Lerner, André Ryser, Lucas David Bürgi, Albert Blarer, Philippe Cudré-Mauroux:
GraphINC: Graph Pattern Mining at Network Speed. Proc. ACM Manag. Data 1(2): 184:1-184:28 (2023) - [j61]Abdelouahab Khelifati, Mourad Khayati, Anton Dignös, Djellel Eddine Difallah, Philippe Cudré-Mauroux:
TSM-Bench: Benchmarking Time Series Database Systems for Monitoring Applications. Proc. VLDB Endow. 16(11): 3363-3376 (2023) - [j60]Alberto Lerner, Carsten Binnig, Philippe Cudré-Mauroux, Rana Hussein, Matthias Jasny, Theo Jepsen, Dan R. K. Ports, Lasse Thostrup, Tobias Ziegler:
Databases on Modern Networks: A Decade of Research that now comes into Practice. Proc. VLDB Endow. 16(12): 3894-3897 (2023) - [j59]Bangchao Deng, Dingqi Yang, Bingqing Qu, Benjamin Fankhauser, Philippe Cudré-Mauroux:
Robust Location Prediction over Sparse Spatiotemporal Trajectory Data: Flashback to the Right Moment! ACM Trans. Intell. Syst. Technol. 14(5): 90:1-90:24 (2023) - [j58]Dingqi Yang, Bingqing Qu, Jie Yang, Liang Wang, Philippe Cudré-Mauroux:
Streaming Graph Embeddings via Incremental Neighborhood Sketching. IEEE Trans. Knowl. Data Eng. 35(5): 5296-5310 (2023) - [j57]Akansha Bhardwaj, Jie Yang, Philippe Cudré-Mauroux:
Human-in-the-Loop Rule Discovery for Micropost Event Detection. IEEE Trans. Knowl. Data Eng. 35(8): 8100-8111 (2023) - [j56]Alisa Smirnova, Jie Yang, Dingqi Yang, Philippe Cudré-Mauroux:
Nessy: A Neuro-Symbolic System for Label Noise Reduction. IEEE Trans. Knowl. Data Eng. 35(8): 8300-8311 (2023) - [j55]Dingqi Yang, Bingqing Qu, Rana Hussein, Paolo Rosso, Philippe Cudré-Mauroux, Jie Liu:
Revisiting Embedding Based Graph Analyses: Hyperparameters Matter! IEEE Trans. Knowl. Data Eng. 35(11): 11830-11845 (2023) - [c128]Catherine Kosten, Philippe Cudré-Mauroux, Kurt Stockinger:
Spider4SPARQL: A Complex Benchmark for Evaluating Knowledge Graph Question Answering Systems. IEEE Big Data 2023: 5272-5281 - [c127]Jinwoo Jeong, Kibin Park, Sangjin Lee, Philippe Bonnet, Alberto Lerner, Philippe Cudré-Mauroux:
Far-and-Near: Co-Designed Storage Reliability Between Database and SSDs. CIDR 2023 - [c126]Ines Arous, Ljiljana Dolamic, Philippe Cudré-Mauroux:
TaxoComplete: Self-Supervised Taxonomy Completion Leveraging Position-Enhanced Semantic Matching. WWW 2023: 2509-2518 - [i16]Catherine Kosten, Philippe Cudré-Mauroux, Kurt Stockinger:
Spider4SPARQL: A Complex Benchmark for Evaluating Knowledge Graph Question Answering Systems. CoRR abs/2309.16248 (2023) - 2022
- [j54]Philippe Cudré-Mauroux:
Leveraging social context for fake news detection: technical perspective. Commun. ACM 65(4): 123 (2022) - [j53]Alberto Lerner, Matthias Jasny, Theo Jepsen, Carsten Binnig, Philippe Cudré-Mauroux:
DBMS Annihilator: A High-Performance Database Workload Generator in Action. Proc. VLDB Endow. 15(12): 3682-3685 (2022) - [j52]Dingqi Yang, Bingqing Qu, Jie Yang, Philippe Cudré-Mauroux:
LBSN2Vec++: Heterogeneous Hypergraph Embedding for Location-Based Social Networks. IEEE Trans. Knowl. Data Eng. 34(4): 1843-1855 (2022) - [c125]Giuseppe Cuccu, Christophe Broillet, Carolin Reischauer, Harriet Thöny, Philippe Cudré-Mauroux:
Typhon: Parallel Transfer on Heterogeneous Datasets for Cancer Detection in Computer-Aided Diagnosis. IEEE Big Data 2022: 5223-5232 - [c124]Laura Rettig, Kurt Baumann, Sebastian Sigloch, Philippe Cudré-Mauroux:
Leveraging Knowledge Graph Embeddings to Disambiguate Author Names in Scientific Data. IEEE Big Data 2022: 5549-5557 - [c123]Natalia Ostapuk, Djellel Eddine Difallah, Philippe Cudré-Mauroux:
ParaGraph: Mapping Wikidata Tail Entities to Wikipedia Paragraphs. IEEE Big Data 2022: 6008-6017 - [c122]André Ryser, Alberto Lerner, Alex Forencich, Philippe Cudré-Mauroux:
D-RDMA: Bringing Zero-Copy RDMA to Database Systems. CIDR 2022 - [c121]Giuseppe Cuccu, Luca Rolshoven, Fabien Vorpe, Philippe Cudré-Mauroux, Tobias Glasmachers:
DiBB: distributing black-box optimization. GECCO 2022: 341-349 - [c120]Sangjin Lee, Alberto Lerner, André Ryser, Kibin Park, Chanyoung Jeon, Jinsub Park, Yong Ho Song, Philippe Cudré-Mauroux:
X-SSD: A Storage System with Native Support for Database Logging and Replication. SIGMOD Conference 2022: 988-1002 - 2021
- [j51]Giuseppe Cuccu, Julian Togelius, Philippe Cudré-Mauroux:
Playing Atari with few neurons. Auton. Agents Multi Agent Syst. 35(2): 17 (2021) - [j50]Dingqi Yang, Bingqing Qu, Philippe Cudré-Mauroux:
Location-Centric Social Media Analytics: Challenges and Opportunities for Smart Cities. IEEE Intell. Syst. 36(5): 3-10 (2021) - [j49]Theo Jepsen, Alberto Lerner, Fernando Pedone, Robert Soulé, Philippe Cudré-Mauroux:
In-Network Support for Transaction Triaging. Proc. VLDB Endow. 14(9): 1626-1639 (2021) - [j48]Ruslan Mavlyutov, Philippe Cudré-Mauroux:
Managing Big Interval Data with CINTIA: The Checkpoint INTerval Array. IEEE Trans. Big Data 7(2): 285-298 (2021) - [j47]Akansha Bhardwaj, Albert Blarer, Philippe Cudré-Mauroux, Vincent Lenders, Boris Motik, Axel Tanner, Alberto Tonon:
Event Detection on Microposts: A Comparison of Four Approaches. IEEE Trans. Knowl. Data Eng. 33(4): 1467-1478 (2021) - [c119]Ines Arous, Ljiljana Dolamic, Jie Yang, Akansha Bhardwaj, Giuseppe Cuccu, Philippe Cudré-Mauroux:
MARTA: Leveraging Human Rationales for Explainable Text Classification. AAAI 2021: 5868-5876 - [c118]Vibhav Agarwal, Akansha Bhardwaj, Paolo Rosso, Philippe Cudré-Mauroux:
ConvTab: A Context-Preserving, Convolutional Model for Ad-Hoc Table Retrieval. IEEE BigData 2021: 5043-5052 - [c117]Abdelouahab Khelifati, Mourad Khayati, Philippe Cudré-Mauroux, Adrian Hänni, Qian Liu, Manfred Hauswirth:
VADETIS: An Explainable Evaluator for Anomaly Detection Techniques. ICDE 2021: 2661-2664 - [c116]Philippe Cudré-Mauroux:
Big Data Integration. ICSOFT 2021: 7 - [c115]Laura Rettig, Shaban Shabani, Loris Sauter, Philippe Cudré-Mauroux, Maria Sokhn, Heiko Schuldt:
City-Stories: Combining Entity Linking, Multimedia Retrieval, and Crowdsourcing to Make Historical Data Accessible. ICWE 2021: 521-524 - [c114]Jacky Casas, Timo Spring, Karl Daher, Elena Mugellini, Omar Abou Khaled, Philippe Cudré-Mauroux:
Enhancing Conversational Agents with Empathic Abilities. IVA 2021: 41-47 - [c113]Prathyusha Nerella, Akansha Bhardwaj, Paolo Rosso, Philippe Cudré-Mauroux:
GraphEDM: A Graph-Based Approach to Disambiguate Entities in Microposts. SDS 2021: 20-25 - [c112]Paolo Rosso, Dingqi Yang, Natalia Ostapuk, Philippe Cudré-Mauroux:
RETA: A Schema-Aware, End-to-End Solution for Instance Completion in Knowledge Graphs. WWW 2021: 845-856 - [c111]Ines Arous, Jie Yang, Mourad Khayati, Philippe Cudré-Mauroux:
Peer Grading the Peer Reviews: A Dual-Role Approach for Lightening the Scholarly Paper Review Process. WWW 2021: 1916-1927 - [c110]Michael Luggen, Julien Audiffren, Djellel Eddine Difallah, Philippe Cudré-Mauroux:
Wiki2Prop: A Multimodal Approach for Predicting Wikidata Properties from Wikipedia. WWW 2021: 2357-2366 - [p5]Antonia Azzini, Sylvio Barbon Jr., Valerio Bellandi, Tiziana Catarci, Paolo Ceravolo, Philippe Cudré-Mauroux, Samira Maghool, Jaroslav Pokorný, Monica Scannapieco, Florence Sèdes, Gabriel Marques Tavares, Robert Wrembel:
Advances in Data Management in the Big Data Era. IFIP's Exciting First 60+ Years 2021: 99-126 - 2020
- [j46]Alberto Lerner, Rana Hussein, André Ryser, Sangjin Lee, Philippe Cudré-Mauroux:
Networking and Storage: The Next Computing Elements in Exascale Systems? IEEE Data Eng. Bull. 43(1): 60-71 (2020) - [j45]Mourad Khayati, Philippe Cudré-Mauroux, Michael H. Böhlen:
Scalable recovery of missing blocks in time series with high and low cross-correlations. Knowl. Inf. Syst. 62(6): 2257-2280 (2020) - [j44]Mourad Khayati, Alberto Lerner, Zakhar Tymchenko, Philippe Cudré-Mauroux:
Mind the Gap: An Experimental Evaluation of Imputation of Missing Values Techniques in Time Series. Proc. VLDB Endow. 13(5): 768-782 (2020) - [j43]Mourad Khayati, Ines Arous, Zakhar Tymchenko, Philippe Cudré-Mauroux:
ORBITS: Online Recovery of Missing Values in Multiple Time Series Streams. Proc. VLDB Endow. 14(3): 294-306 (2020) - [j42]Philippe Cudré-Mauroux:
Leveraging Knowledge Graphs for Big Data Integration: the XI Pipeline. Semantic Web 11(1): 13-17 (2020) - [c109]Akansha Bhardwaj, Jie Yang, Philippe Cudré-Mauroux:
A Human-AI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection. AAAI 2020: 2451-2458 - [c108]Laura Rettig, Regula Hänggli, Philippe Cudré-Mauroux:
The Best of Both Worlds: Context-Powered Word Embedding Combinations for Longitudinal Text Analysis. IEEE BigData 2020: 4741-4750 - [c107]Giuseppe Cuccu, Johan Jobin, Julien Clément, Akansha Bhardwaj, Carolin Reischauer, Harriet Thöny, Philippe Cudré-Mauroux:
Hydra: Cancer Detection Leveraging Multiple Heads and Heterogeneous Datasets. IEEE BigData 2020: 4842-4849 - [c106]Zeno Bardelli, Ines Arous, Philippe Cudré-Mauroux, Ljiljana Dolamic:
SwissFinder: Identifying Swiss Websites from Unstructured Content. IEEE BigData 2020: 5630-5632 - [c105]Alberto Lerner, Jaewook Kwak, Sangjin Lee, Kibin Park, Yong Ho Song, Philippe Cudré-Mauroux:
It Takes Two: Instrumenting the Interaction between In-Memory Databases and Solid-State Drives. CIDR 2020 - [c104]Jacky Casas, Marc-Olivier Tricot, Omar Abou Khaled, Elena Mugellini, Philippe Cudré-Mauroux:
Trends & Methods in Chatbot Evaluation. ICMI Companion 2020: 280-286 - [c103]Dingqi Yang, Benjamin Fankhauser, Paolo Rosso, Philippe Cudré-Mauroux:
Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States! IJCAI 2020: 2184-2190 - [c102]Giuseppe Cuccu, Julian Togelius, Philippe Cudré-Mauroux:
Playing Atari with Six Neurons (Extended Abstract). IJCAI 2020: 4711-4715 - [c101]Yasamin Eslahi, Akansha Bhardwaj, Paolo Rosso, Kurt Stockinger, Philippe Cudré-Mauroux:
Annotating Web Tables through Knowledge Bases: A Context-Based Approach. SDS 2020: 29-34 - [c100]Natalia Ostapuk, Djellel Eddine Difallah, Philippe Cudré-Mauroux:
SectionLinks: Mapping Orphan Wikidata Entities onto Wikipedia Sections. Wikidata@ISWC 2020 - [c99]Ines Arous, Jie Yang, Mourad Khayati, Philippe Cudré-Mauroux:
OpenCrowd: A Human-AI Collaborative Approach for Finding Social Influencers via Open-Ended Answers Aggregation. WWW 2020: 1851-1862 - [c98]Paolo Rosso, Dingqi Yang, Philippe Cudré-Mauroux:
Beyond Triplets: Hyper-Relational Knowledge Graph Embedding for Link Prediction. WWW 2020: 1885-1896 - [e15]Mathieu d'Aquin, Stefan Dietze, Claudia Hauff, Edward Curry, Philippe Cudré-Mauroux:
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020. ACM 2020, ISBN 978-1-4503-6859-9 [contents]
2010 – 2019
- 2019
- [j41]Alisa Smirnova, Philippe Cudré-Mauroux:
Relation Extraction Using Distant Supervision: A Survey. ACM Comput. Surv. 51(5): 106:1-106:35 (2019) - [j40]Sebastian Arnold, Rudolf Schneider, Philippe Cudré-Mauroux, Felix A. Gers, Alexander Löser:
SECTOR: A Neural Model for Coherent Topic Segmentation and Classification. Trans. Assoc. Comput. Linguistics 7: 169-184 (2019) - [j39]Dingqi Yang, Bingqing Qu, Philippe Cudré-Mauroux:
Privacy-Preserving Social Media Data Publishing for Personalized Ranking-Based Recommendation. IEEE Trans. Knowl. Data Eng. 31(3): 507-520 (2019) - [j38]Dingqi Yang, Bin Li, Laura Rettig, Philippe Cudré-Mauroux:
D22HistoSketch: Discriminative and Dynamic Similarity-Preserving Sketching of Streaming Histograms. IEEE Trans. Knowl. Data Eng. 31(10): 1898-1911 (2019) - [j37]Djellel Eddine Difallah, Alessandro Checco, Gianluca Demartini, Philippe Cudré-Mauroux:
Deadline-Aware Fair Scheduling for Multi-Tenant Crowd-Powered Systems. ACM Trans. Soc. Comput. 2(1): 3:1-3:29 (2019) - [c97]Giuseppe Cuccu, Julian Togelius, Philippe Cudré-Mauroux:
Playing Atari with Six Neurons. AAMAS 2019: 998-1006 - [c96]Artem Lutov, Mourad Khayati, Philippe Cudré-Mauroux:
Accuracy Evaluation of Overlapping and Multi-Resolution Clustering Algorithms on Large Datasets. BigComp 2019: 1-8 - [c95]Abdelouahab Khelifati, Mourad Khayati, Philippe Cudré-Mauroux:
CORAD: Correlation-Aware Compression of Massive Time Series using Sparse Dictionary Coding. IEEE BigData 2019: 2289-2298 - [c94]Artem Lutov, Mourad Khayati, Philippe Cudré-Mauroux:
DAOC: Stable Clustering of Large Networks. IEEE BigData 2019: 2373-2382 - [c93]Paolo Rosso, Dingqi Yang, Philippe Cudré-Mauroux:
Revisiting Text and Knowledge Graph Joint Embeddings: The Amount of Shared Information Matters! IEEE BigData 2019: 2465-2473 - [c92]Artem Lutov, Dingqi Yang, Philippe Cudré-Mauroux:
Bridging the Gap between Community and Node Representations: Graph Embedding via Community Detection. IEEE BigData 2019: 2681-2690 - [c91]Alberto Lerner, Rana Hussein, Philippe Cudré-Mauroux:
The Case for Network Accelerated Query Processing. CIDR 2019 - [c90]Alex C. Olivieri, Shaban Shabani, Maria Sokhn, Philippe Cudré-Mauroux:
Creating Task-Generic Features for Fake News Detection. HICSS 2019: 1-10 - [c89]Ines Arous, Mourad Khayati, Philippe Cudré-Mauroux, Ying Zhang, Martin L. Kersten, Svetlin Stalinlov:
RecovDB: Accurate and Efficient Missing Blocks Recovery for Large Time Series. ICDE 2019: 1976-1979 - [c88]Laura Rettig, Julien Audiffren, Philippe Cudré-Mauroux:
Fusing Vector Space Models for Domain-Specific Applications. ICTAI 2019: 1110-1117 - [c87]Dingqi Yang, Paolo Rosso, Bin Li, Philippe Cudré-Mauroux:
NodeSketch: Highly-Efficient Graph Embeddings via Recursive Sketching. KDD 2019: 1162-1172 - [c86]Alisa Smirnova, Julien Audiffren, Philippe Cudré-Mauroux:
APCNN: Tackling Class Imbalance in Relation Extraction through Aggregated Piecewise Convolutional Neural Networks. SDS 2019: 63-68 - [c85]Michael Luggen, Djellel Eddine Difallah, Cristina Sarasua, Gianluca Demartini, Philippe Cudré-Mauroux:
Non-parametric Class Completeness Estimators for Collaborative Knowledge Graphs - The Case of Wikidata. ISWC (1) 2019: 453-469 - [c84]Natalia Ostapuk, Jie Yang, Philippe Cudré-Mauroux:
ActiveLink: Deep Active Learning for Link Prediction in Knowledge Graphs. WWW 2019: 1398-1408 - [c83]Dingqi Yang, Bingqing Qu, Jie Yang, Philippe Cudré-Mauroux:
Revisiting User Mobility and Social Relationships in LBSNs: A Hypergraph Embedding Approach. WWW 2019: 2147-2157 - [c82]Jie Yang, Alisa Smirnova, Dingqi Yang, Gianluca Demartini, Yuan Lu, Philippe Cudré-Mauroux:
Scalpel-CD: Leveraging Crowdsourcing and Deep Probabilistic Modeling for Debugging Noisy Training Data. WWW 2019: 2158-2168 - [p4]Laura Rettig, Mourad Khayati, Philippe Cudré-Mauroux, Michal Piórkowski:
Online Anomaly Detection over Big Data Streams. Applied Data Science 2019: 289-312 - [e14]Maribel Acosta, Philippe Cudré-Mauroux, Maria Maleshkova, Tassilo Pellegrini, Harald Sack, York Sure-Vetter:
Semantic Systems. The Power of AI and Knowledge Graphs - 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9-12, 2019, Proceedings. Lecture Notes in Computer Science 11702, Springer 2019, ISBN 978-3-030-33219-8 [contents] - [r8]Philippe Cudré-Mauroux:
SciDB. Encyclopedia of Big Data Technologies 2019 - [r7]Philippe Cudré-Mauroux:
Semantic Search. Encyclopedia of Big Data Technologies 2019 - [r6]Paolo Rosso, Dingqi Yang, Philippe Cudré-Mauroux:
Knowledge Graph Embeddings. Encyclopedia of Big Data Technologies 2019 - [r5]Alisa Smirnova, Julien Audiffren, Philippe Cudré-Mauroux:
Distant Supervision from Knowledge Graphs. Encyclopedia of Big Data Technologies 2019 - [i15]Artem Lutov, Mourad Khayati, Philippe Cudré-Mauroux:
Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling Clustering Algorithms on NUMA Architectures. CoRR abs/1902.00475 (2019) - [i14]Artem Lutov, Soheil Roshankish, Mourad Khayati, Philippe Cudré-Mauroux:
StaTIX - Statistical Type Inference on Linked Data. CoRR abs/1902.00490 (2019) - [i13]Artem Lutov, Mourad Khayati, Philippe Cudré-Mauroux:
Accuracy Evaluation of Overlapping and Multi-resolution Clustering Algorithms on Large Datasets. CoRR abs/1902.01691 (2019) - [i12]Sebastian Arnold, Rudolf Schneider, Philippe Cudré-Mauroux, Felix A. Gers, Alexander Löser:
SECTOR: A Neural Model for Coherent Topic Segmentation and Classification. CoRR abs/1902.04793 (2019) - [i11]Efstratios Rappos, Stephan Robert, Philippe Cudré-Mauroux:
A Force-Directed Approach for Offline GPS Trajectory Map Matching. CoRR abs/1903.12400 (2019) - [i10]Michael Luggen, Djellel Eddine Difallah, Cristina Sarasua, Gianluca Demartini, Philippe Cudré-Mauroux:
Non-Parametric Class Completeness Estimators for Collaborative Knowledge Graphs - The Case of Wikidata. CoRR abs/1909.01109 (2019) - [i9]Laura Rettig, Julien Audiffren, Philippe Cudré-Mauroux:
Fusing Vector Space Models for Domain-Specific Applications. CoRR abs/1909.02307 (2019) - [i8]Artem Lutov, Mourad Khayati, Philippe Cudré-Mauroux:
DAOC: Stable Clustering of Large Networks. CoRR abs/1909.08786 (2019) - [i7]Akansha Bhardwaj, Jie Yang, Philippe Cudré-Mauroux:
A Human-AI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection. CoRR abs/1912.00667 (2019) - [i6]Artem Lutov, Dingqi Yang, Philippe Cudré-Mauroux:
Bridging the Gap between Community and Node Representations: Graph Embedding via Community Detection. CoRR abs/1912.08808 (2019) - 2018
- [j36]Marcin Wylot, Manfred Hauswirth, Philippe Cudré-Mauroux, Sherif Sakr:
RDF Data Storage and Query Processing Schemes: A Survey. ACM Comput. Surv. 51(4): 84:1-84:36 (2018) - [j35]Paolo Ceravolo, Antonia Azzini, Marco Angelini, Tiziana Catarci, Philippe Cudré-Mauroux, Ernesto Damiani, Alexandra Mazak, Maurice van Keulen, Mustafa Jarrar, Giuseppe Santucci, Kai-Uwe Sattler, Monica Scannapieco, Manuel Wimmer, Robert Wrembel, Fadi A. Zaraket:
Big Data Semantics. J. Data Semant. 7(2): 65-85 (2018) - [j34]Dingqi Yang, Terence Heaney, Alberto Tonon, Leye Wang, Philippe Cudré-Mauroux:
CrimeTelescope: crime hotspot prediction based on urban and social media data fusion. World Wide Web 21(5): 1323-1347 (2018) - [c81]Artem Lutov, Soheil Roshankish, Mourad Khayati, Philippe Cudré-Mauroux:
StaTIX - Statistical Type Inference on Linked Data. IEEE BigData 2018: 2253-2262 - [c80]Rana Hussein, Dingqi Yang, Philippe Cudré-Mauroux:
Are Meta-Paths Necessary?: Revisiting Heterogeneous Graph Embeddings. CIKM 2018: 437-446 - [c79]Efstratios Rappos, Stephan Robert, Philippe Cudré-Mauroux:
A force-directed approach for offline GPS trajectory map matching. SIGSPATIAL/GIS 2018: 319-328 - [c78]