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Publication search results
found 62 matches
- 2024
- Mohamed Abdelaal, Anil Bora Yayak, Kai Klede, Harald Schöning:
ReClean: Reinforcement Learning for Automated Data Cleaning in ML Pipelines. ICDEW 2024: 324-330 - Frédéric Andrès, Farshad Fotouhi, Gheorghita Ghinea, Steve Tanimoto:
DECOR 2024: Where Data Engineering Meets Intelligent Food and Cooking Innovation. ICDEW 2024: 1-4 - Jérôme Arnoux, Angela Bonifati, Alexandra Calteau, Stefania Dumbrava, Guillaume Gautreau:
Integrating Complex Pangenome Graphs. ICDEW 2024: 350-354 - Oana Balalau, Nelly Barret, Simon Ebel, Théo Galizzi, Ioana Manolescu, Madhulika Mohanty:
Graph lenses over any data: the ConnectionLens experience. ICDEW 2024: 370-374 - Nelly Barret, Tudor Enache, Ioana Manolescu, Madhulika Mohanty:
Finding the PG schema of any (semi)structured dataset: a tale of graphs and abstraction. ICDEW 2024: 365-369 - Kristian Brathovde, Youcef Djenouri, Anis Yazidi, Gautam Srivastava:
Intelligent Customer Behaviour Analysis in the Norwegian Market. ICDEW 2024: 71-77 - Yuzhou Cai, Shimin Chen:
CPU and GPU Hash Joins on Skewed Data. ICDEW 2024: 402-408 - Georgios Chatzigeorgakidis, Konstantinos Lentzos, Dimitrios Skoutas:
MultiCast: Zero-Shot Multivariate Time Series Forecasting Using LLMs. ICDEW 2024: 119-127 - Tingyang Chen, Dazhuo Qiu, Yinghui Wu, Arijit Khan, Xiangyu Ke, Yunjun Gao:
View-based Explanations for Graph Neural Networks (Extended Abstract). ICDEW 2024: 1-2 - Chiara Criscuolo, Tommaso Dolci:
Exploring Fairness Interpretability with FairnessFriend: A Chatbot Solution. ICDEW 2024: 246-253 - Christos Dalamagkas, Angelos Georgakis, Ioannis Papadopoulos, Kostas Hrissagis-Chrysagis, George Papadakis:
Time Series Problems in the Energy Sector. ICDEW 2024: 113-118 - Christos Fragkathoulas, Vasiliki Papanikou, Danae Pla Karidi, Evaggelia Pitoura:
On Explaining Unfairness: An Overview. ICDEW 2024: 226-236 - Thibaut Germain, Charles Truong, Laurent Oudre:
Linear-trend normalization for multivariate subsequence similarity search. ICDEW 2024: 167-175 - Giorgos Giannopoulos, Maria Psalla, Loukas Kavouras, Dimitris Sacharidis, Jakub Marecek, German M. Matilla, Ioannis Z. Emiris:
Fairness in AI: challenges in bridging the gap between algorithms and law. ICDEW 2024: 217-225 - Apostolos Giannoulidis, Nikodimos Nikolaidis, Anastasios Gounaris:
Parameter-free Streaming Distance-based Outlier Detection. ICDEW 2024: 102-106 - Rebekka Görge, Michael Mock, Maram Akila:
Inspecting and Measuring Fairness of unlabeled Image Datasets. ICDEW 2024: 191-200 - Luca Gregori, Paolo Missier, Matthew Stidolph, Riccardo Torlone, Alessandro Wood:
Design and Development of a Provenance Capture Platform for Data Science. ICDEW 2024: 285-290 - Zhenzhen Gu, Diego Calvanese, Marco Di Panfilo, Davide Lanti, Alessandro Mosca, Guohui Xiao:
OBDF: OBDA + Data Federation - Extended Abstract. ICDEW 2024: 381-383 - Wei Guo, Yan Lyu, Xueyong Xu, Weiwei Wu:
Examining and Explaining Individual Fairness in Dynamic Pricing. ICDEW 2024: 182-190 - Jurgen van den Hoogen, Dan Hudson, Martin Atzmueller:
Data-Hungry Fault Detection Algorithms Can Try Transfer Learning for Starters. ICDEW 2024: 91-95 - Cheng Huang, Alexander Mathiasen, Josef Dean, Davide Mottin, Ira Assent:
HUNIPU: Efficient Hungarian Algorithm on IPUs. ICDEW 2024: 388-394 - Zezhou Huang, Eugene Wu:
Relationalizing Tables with Large Language Models: The Promise and Challenges. ICDEW 2024: 305-309 - Romain Ilbert, Thai V. Hoang, Zonghua Zhang:
Data Augmentation for Multivariate Time Series Classification: An Experimental Study. ICDEW 2024: 128-139 - Shuqiang Jiang:
Food Computing for Nutrition and Health. ICDEW 2024: 29-31 - Oz Kilic, Tugba Taskaya-Temizel:
Analyzing Socioeconomic Status through Culinary Ingredients: A Large-Scale Study of Pita and Pizza Dishes. ICDEW 2024: 5-12 - Andrii Kliachkin, Eleni Psaroudaki, Jakub Marecek, Dimitris Fotakis:
Fairness in Ranking: Robustness through Randomization without the Protected Attribute. ICDEW 2024: 201-208 - Andreas Koch, Michael Petry, Martin Werner:
Extended Framework and Evaluation for Multivariate Streaming Anomaly Detection with Machine Learning. ICDEW 2024: 144-152 - Abigail Langbridge, Anthony Quinn, Robert Shorten:
Optimal Transport for Fairness: Archival Data Repair using Small Research Data Sets. ICDEW 2024: 237-245 - Emilia Lenzi, Carlo Andrea Biraghi, Giuseppe Giova, Gianmarco Naro:
Evaluating the Relationship Between Urban Structure and Mobility Through Clustering Analysis: A Case Study. ICDEW 2024: 56-63 - Kleopatra Markou, Dimitrios Tomaras, Vana Kalogeraki, Dimitrios Gunopulos:
A Framework for Feasible Counterfactual Exploration incorporating Causality, Sparsity and Density. ICDEW 2024: 254-261
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