PUMA publications for /group/simtech/ipvs-deThu May 16 15:30:38 CEST 2024International Conference on Big Data Analytics and Knowledge Discovery (DAWAK)Putting Co-Design-Supporting Data Lakes to the Test: An Evaluation on AEC Case Studies2024myown ipvs-de Mon May 06 11:32:41 CEST 2024International Conference on Machine Learning (ICML)Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics2024myown nus-ha ipvs-de Mon May 06 11:28:27 CEST 2024Datenbank-SpektrumResearch Data Management in Simulation Science: Infrastructure, Tools, and Applications2024myown ipvs-de Fri Mar 22 10:26:56 CET 2024Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)Knowledge-Infused Optimization for Parameter Selection in Numerical Simulations2024myown ipvs-de Fri Mar 22 10:19:41 CET 2024Proceedings of the International Conference on Data Engineering (ICDE)FairCR - An Evaluation and Recommendation System for Fair Classification Algorithms2024myown intcdc peer rp9-2 peerReviewed ipvs-de accountability Mon Jan 22 10:40:10 CET 2024International Conference on Extending Database Technology (EDBT)FALCC: Efficiently performing locally fair and accurate classifications2024myown intcdc peer rp9-2 peerReviewed ipvs-de accountability Thu Nov 02 09:30:56 CET 2023International Conference on Data Engineering (ICDE)3913--3917Towards an AutoML System for Fair Classifications2023ipvs-de accountability Thu Nov 02 09:28:23 CET 2023CoRRA Dietary Nutrition-aided Healthcare Platform via Effective Food Recognition on a Localized Singaporean Food Datasetabs/2301.038292023nus-ha ipvs-de Wed Nov 16 14:34:06 CET 2022Bautechnik10AI for AEC: KI für Bauplanung und Bau992022rp9-2 ipvs-de Wed Nov 16 12:33:43 CET 2022International Workshop on Data Ecosystems (DEco) - VLDB WorkshopsTrust in data engineering: reflection, framework, and evaluation methodology 2022ipvs-de accountability Thu Oct 27 08:18:39 CEST 2022International Conference on Extending Database Technology (EDBT)80--91Progressive Entity Resolution over Incremental Data2023intcdc entity-resolution peer rp9-2 ipvs-de Thu Oct 27 08:15:56 CEST 2022Proceedings of the VLDB Endowment (PVLDB)123445--3458DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics152022nus-ha ipvs-de Thu Oct 27 08:12:19 CEST 2022Intelligent Information Systems - Forum, International Conference on Advanced Information Systems Engineering (CAiSE)45--54The ArchIBALD Data Integration Platform: Bridging Fragmented Processes in the Building Industry2022intcdc peer ipvs-de rp9 Thu Oct 27 08:09:31 CEST 2022International Workshop on the Theory and Practice of Provenance (TAPP)2:1--2:4Provenance-based explanations: are they useful?2022myown peerReviewed pn7 ipvs-de EXC2075 accountability Wed Feb 09 14:17:23 CET 2022Datenbank-Spektrum123 - 43Metrics and Algorithms for Locally Fair and Accurate Classifications using Ensembles222022intcdc peer ipvs-de rp9 accountability Wed Dec 08 17:10:08 CET 2021In Proceedings of the Conference on Advances in Databases and Information Systems (ADBIS)171-186Lecture Notes in Computer ScienceDistributed Tree-Pattern Matching in Big Data Analytics Systems2020pebble peerReviewed pn7 ipvs-de from:m.herschel EXC2075 Wed Dec 08 17:10:08 CET 2021Proceedings of the International Conference on Extending Database Technology (EDBT)DBLP:conf/edbt/2020253-264Tracing nested data with structural provenance for big data analytics2020pebble provenance peerReviewed pn7 ipvs-de from:m.herschel EXC2075 Wed Dec 08 17:10:08 CET 2021International Workshop on the Theory and Practice of Provenance (TAPP)Provenance-integrated parameter selection and optimization in numerical simulations2021peerReviewed pn7 ipvs-de from:m.herschel EXC2075 Wed Dec 08 17:10:08 CET 2021In Proceedins of the ACM SIG Conference on the Management of Data (SIGMOD)To not miss the forest for the trees - A holistic approach for explaining missing answers over nested data2021pebble why-not peerReviewed pn7 ipvs-de from:m.herschel EXC2075 Thu Jul 01 03:32:21 CEST 2021International Workshop on the Theory and Practice of Provenance (TAPP)Provenance-integrated parameter selection and optimization in numerical simulations2021peerReviewed pn7 ipvs-de EXC2075