Bio

I am a PhD student at the eXascale Infolab/University of Fribourg. I received a B.Sc. in Computer Science in Media from Hochschule Furtwangen, Germany, and an M.Sc. in Computer Science from the University of Fribourg. My master’s thesis won the JAACS best thesis award and the faculty award for the best thesis in theoretical sciences. Throughout the course of my studies, I have completed internships at SAP, Credit Suisse, and Swisscom, working and researching on social, semantic, and streaming data. Previously, I have also worked as a web and graphic designer.

Bibliography

1. Laura Rettig, Kurt Baumann, Sebastian Sigloch, and Philippe Cudré-Mauroux. “Leveraging Knowledge Graph Embeddings to Disambiguate Author Names in Scientific Data.” In 2022 IEEE International Conference on Big Data, BigData, 2022. Bibtex PDF

   Leveraging Knowledge Graph Embeddings to Disambiguate Author Names in Scientific Data

   Laura Rettig, Kurt Baumann, Sebastian Sigloch, and Philippe Cudré-Mauroux. “Leveraging Knowledge Graph Embeddings to Disambiguate Author Names in Scientific Data.” In 2022 IEEE International Conference on Big Data, BigData, 2022.

   @inproceedings{rettig2022bigdata,
     title = {Leveraging Knowledge Graph Embeddings to Disambiguate Author Names in Scientific Data},
     author = {Rettig, Laura and Baumann, Kurt and Sigloch, Sebastian and Cudr{\'{e}}{-}Mauroux, Philippe},
     booktitle = {2022 {IEEE} International Conference on Big Data, {BigData}},
     year = {2022},
     month = dec,
     url = {https://exascale.info/assets/pdf/rettig2022bigdata.pdf}
   }
   

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2. 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

   City-Stories: Combining Entity Linking, Multimedia Retrieval, and Crowdsourcing to Make Historical Data Accessible

   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.

   @inproceedings{rettig2021icwe,
     title = {City-Stories: Combining Entity Linking, Multimedia Retrieval, and Crowdsourcing to Make Historical Data Accessible},
     author = {Rettig, Laura and Shabani, Shaban and Sauter, Loris and Cudr{\'{e}}{-}Mauroux, Philippe and Sokhn, Maria and Schuldt, Heiko},
     booktitle = {International Conference on Web Engineering (ICWE 2021)},
     year = {2021},
     url = {https://exascale.info/assets/pdf/rettig2021icwe.pdf}
   }
   

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3. 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

   The Best of Both Worlds: Context-Powered Word Embedding Combinations for Longitudinal Text Analysis

   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.

   @inproceedings{rettig2020bigdata,
     title = {The Best of Both Worlds: Context-Powered Word Embedding Combinations
     for Longitudinal Text Analysis},
     author = {Rettig, Laura and Hänggli, Regula and Cudr{\'{e}}{-}Mauroux, Philippe},
     booktitle = {2020 {IEEE} International Conference on Big Data, {BigData}},
     year = {2020},
     month = dec,
     url = {https://exascale.info/assets/pdf/rettig2020bigdata.pdf}
   }
   

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4. 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

   Fusing Vector Space Models for Domain-Specific Applications

   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.

   @inproceedings{rettig2019ictai,
     author = {Rettig, Laura and Audiffren, Julien and Cudr{\'{e}}{-}Mauroux, Philippe},
     title = {Fusing Vector Space Models for Domain-Specific Applications},
     booktitle = {{IEEE} 31st International Conference on Tools with Artificial Intelligence,
                    {ICTAI} 2019},
     year = {2019},
     url = {https://exascale.info/assets/pdf/rettig2019ictai.pdf}
   }
   

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5. 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

   D2HistoSketch: Discriminative and Dynamic Similarity-Preserving Sketching of Streaming Histograms

   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.

   @article{yang2018tkde,
     title = {D2HistoSketch: Discriminative and Dynamic Similarity-Preserving Sketching of Streaming Histograms},
     author = {Yang, Dingqi and Li, Bin and Rettig, Laura and Cudr{\'e}-Mauroux, Philippe},
     journal = {IEEE Transactions on Knowledge and Data Engineering (TKDE)},
     year = {2018},
     publisher = {IEEE},
     url = {https://exascale.info/assets/pdf/yang2018tkde_d2histosketch.pdf}
   }
   

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6. Eugene Wu, Fotis Psallidas, Zhengjie Miao, Haoci Zhang, Laura Rettig, Yifan Wu, and Thibault Sellam. “Combining Design and Performance in a Data Visualization Management System.” In Proceedings of the 8th Biennial Conference on Innovative Data Systems Research (CIDR 2017). Santa Cruz, USA, 2017. Bibtex Slides PDF

   Combining Design and Performance in a Data Visualization Management System

   Eugene Wu, Fotis Psallidas, Zhengjie Miao, Haoci Zhang, Laura Rettig, Yifan Wu, and Thibault Sellam. “Combining Design and Performance in a Data Visualization Management System.” In Proceedings of the 8th Biennial Conference on Innovative Data Systems Research (CIDR 2017). Santa Cruz, USA, 2017.

   @inproceedings{wu2017:cidr,
     author = {Wu, Eugene and Psallidas, Fotis and Miao, Zhengjie and Zhang, Haoci and Rettig, Laura and Wu, Yifan and Sellam, Thibault},
     title = {Combining Design and Performance in a Data Visualization Management System},
     booktitle = {Proceedings of the 8th Biennial Conference on Innovative Data Systems Research (CIDR 2017)},
     year = {2017},
     address = {Santa Cruz, USA},
     note = {http://cidrdb.org/cidr2017/slides/p95-wu-cidr17-slides.pdf},
     url = {https://exascale.info/assets/pdf/vizgen-wu-cidr17.pdf}
   }
   

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7. 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

   City-Stories: A Multimedia Hybrid Content and Entity Retrieval System for Historical Data

   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.

   @inproceedings{shabani2017histoinformatics,
     author = {Shabani, Shaban and Sokhn, Maria and Rettig, Laura and Cudr{\'{e}}{-}Mauroux, Philippe and Beck, Lukas and Tanase, Claudiu and Schuldt, Heiko},
     title = {City-Stories: {A} Multimedia Hybrid Content and Entity Retrieval System for Historical Data},
     booktitle = {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)},
     year = {2017},
     url = {https://exascale.info/assets/pdf/shabani2017histoinformatics.pdf}
   }
   

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8. 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

   HistoSketch: Fast Similarity-Preserving Sketching of Streaming Histograms with Concept Drift

   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.

   @inproceedings{yang2017icdm,
     title = {HistoSketch: Fast Similarity-Preserving Sketching of Streaming Histograms with Concept Drift},
     author = {Yang, Dingqi and Li, Bin and Rettig, Laura and Cudr{\'e}-Mauroux, Philippe},
     booktitle = {Proceedings of the IEEE International Conference on Data Mining (ICDM'17)},
     year = {2017},
     address = {New Orleans, USA},
     note = {https://www.slideshare.net/eXascaleInfolab/histosketch-fast-similaritypreserving-sketching-of-streaming-histograms-with-concept-drift},
     url = {https://exascale.info/assets/pdf/yang2017icdm.pdf}
   }
   

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9. 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

   Online Anomaly Detection over Big Data Streams

   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.

   @inproceedings{OnlineAnomaly,
     author = {Rettig, Laura and Khayati, M. and Cudr{\'e}-Mauroux, Philippe and Piorkowski, Michal},
     title = {Online Anomaly Detection over Big Data Streams},
     booktitle = {2015 {IEEE} International Conference on Big Data, Big Data 2015, Santa Clara, CA, USA, Oct 27- Nov 01},
     year = {2015},
     url = {https://exascale.info/assets/pdf/Rettig_BigData-15.pdf}
   }
   

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