ICDEW

Publications

2024

Oana Balalau, Nelly Barret, Simon Ebel, Théo Galizzi, Ioana Manolescu, Madhulika Mohanty
Graph lenses over any data: the ConnectionLens experience. ICDEW (2024)
Tim Zeyl, Harshwin Venugopal, Calvin Sun, Paul Larson
CASA: Classification-based Adjusted Slot Admission Control for Query Processing Engines. ICDEW (2024)
Marius Schlegel, Daniel Scheliga, Kai-Uwe Sattler, Marco Seeland, Patrick Mäder
Collaboration Management for Federated Learning. ICDEW (2024)
Alex Vakaloudis, Ronan Roche, Derry Crowley, Tadhg O'Meara
A pipeline for effective monitoring and improvement of energy metrics in public buildings. ICDEW (2024)
Georgios Theodorakis, James Clarkson, Jim Webber
An Empirical Evaluation of Variable-length Record B+Trees on a Modern Graph Database System. ICDEW (2024)
Oz Kilic, Tugba Taskaya-Temizel
Analyzing Socioeconomic Status through Culinary Ingredients: A Large-Scale Study of Pita and Pizza Dishes. ICDEW (2024)
Mark Roantree, Niamh Murphy, Dinh Viet Cuong, Vuong M. Ngo
Graph-Based Optimisation of Network Expansion in a Dockless Bike Sharing System. ICDEW (2024)
Zeyu Zhang, Paul Groth, Iacer Calixto, Sebastian Schelter
Directions Towards Efficient and Automated Data Wrangling with Large Language Models. ICDEW (2024)
Max Pernklau, Christian Beecks
Towards Ptolemaic metric properties of the z-normalized Euclidean distance for multivariate time series indexing. ICDEW (2024)
Phillip Wenig, Sebastian Schmidl, Thorsten Papenbrock
Anomaly Detectors for Multivariate Time Series: The Proof of the Pudding is in the Eating. ICDEW (2024)
Anton Sachnov, Leonard von Merzljak, Maximilian E. Schüle
Give a JIT on GPUs: NVRTC for Code-Generating Database Systems. ICDEW (2024)
Yuzhou Cai, Shimin Chen
CPU and GPU Hash Joins on Skewed Data. ICDEW (2024)
Laura-Maria Tolossi-Halacheva, Radoslav Andreev, Oleg Shcherbakov, Eran Nevo
Challenges in Modeling Drug Shortage Events in the Pharmaceutical Domain. ICDEW (2024)
Amedeo Pachera, Angela Bonifati, Andrea Mauri
Towards User-Centric Graph Repairs. ICDEW (2024)
Chiara Criscuolo, Tommaso Dolci
Exploring Fairness Interpretability with FairnessFriend: A Chatbot Solution. ICDEW (2024)
Zhenzhen Gu, Diego Calvanese, Marco Di Panfilo, Davide Lanti, Alessandro Mosca, Guohui Xiao
OBDF: OBDA + Data Federation - Extended Abstract. ICDEW (2024)
Jens E. d'Hondt, Odysseas Papapetrou, John Paparrizos
Beyond the Dimensions: A Structured Evaluation of Multivariate Time Series Distance Measures. ICDEW (2024)
Kleopatra Markou, Dimitrios Tomaras, Vana Kalogeraki, Dimitrios Gunopulos
A Framework for Feasible Counterfactual Exploration incorporating Causality, Sparsity and Density. ICDEW (2024)
Mauro Dalle Lucca Tosi, Martin Theobald
OPTWIN: Drift Identification with Optimal Sub-Windows. ICDEW (2024)
Andreas Koch, Michael Petry, Martin Werner
Extended Framework and Evaluation for Multivariate Streaming Anomaly Detection with Machine Learning. ICDEW (2024)
Niklas Riekenbrauck, Marcel Weisgut, Daniel Lindner, Tilmann Rabl
A Three-Tier Buffer Manager Integrating CXL Device Memory for Database Systems. ICDEW (2024)
Wim Martens, Matthias Niewerth, Tina Popp, Carlos Rojas, Stijn Vansummeren, Domagoj Vrgoc
Compact Path Representations for Graph Database Pattern Matching. ICDEW (2024)
Abigail Langbridge, Anthony Quinn, Robert Shorten
Optimal Transport for Fairness: Archival Data Repair using Small Research Data Sets. ICDEW (2024)
Apostolos Giannoulidis, Nikodimos Nikolaidis, Anastasios Gounaris
Parameter-free Streaming Distance-based Outlier Detection. ICDEW (2024)
Mohamed Abdelaal, Anil Bora Yayak, Kai Klede, Harald Schöning
ReClean: Reinforcement Learning for Automated Data Cleaning in ML Pipelines. ICDEW (2024)
Alexander K. Taylor, Yicong Huang, Junheng Hao, Xinyuan Lin, Xiusi Chen, Wei Wang, Chen Li
Data Science Tasks Implemented with Scripts versus GUI-Based Workflows: The Good, the Bad, and the Ugly. ICDEW (2024)
Zezhou Huang, Eugene Wu
Relationalizing Tables with Large Language Models: The Promise and Challenges. ICDEW (2024)
Georgios Chatzigeorgakidis, Konstantinos Lentzos, Dimitrios Skoutas
MultiCast: Zero-Shot Multivariate Time Series Forecasting Using LLMs. ICDEW (2024)
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)
Tingyang Chen, Dazhuo Qiu, Yinghui Wu, Arijit Khan, Xiangyu Ke, Yunjun Gao
View-based Explanations for Graph Neural Networks (Extended Abstract). ICDEW (2024)
Danning Zhan, Rihan Hai
Will Sharing Metadata Leak Privacy? ICDEW (2024)
Mandani Ntekouli, Gerasimos Spanakis, Lourens J. Waldorp, Anne Roefs
Exploiting Individual Graph Structures to Enhance Ecological Momentary Assessment (EMA) Forecasting. ICDEW (2024)
Andrii Kliachkin, Eleni Psaroudaki, Jakub Marecek, Dimitris Fotakis
Fairness in Ranking: Robustness through Randomization without the Protected Attribute. ICDEW (2024)
Raphael de Freitas Saldanha, Víctor Ribeiro, Eduardo H. M. Pena, Marcel Pedroso, Reza Akbarinia, Patrick Valduriez, Fábio Porto
Subset Models for Multivariate Time Series Forecast. ICDEW (2024)
Simone Papicchio, Paolo Papotti, Luca Cagliero
Evaluating Ambiguous Questions in Semantic Parsing. ICDEW (2024)
Rebekka Görge, Michael Mock, Maram Akila
Inspecting and Measuring Fairness of unlabeled Image Datasets. ICDEW (2024)
Tatsuhiro Nakamori, Shohei Matsuura, Takashi Miyazaki, Sho Nakazono, Taiki Sato, Takashi Hoshino, Hideyuki Kawashima
ChimeraTL: Transfer Learning in DBMS with Fewer Samples. ICDEW (2024)
Jérôme Arnoux, Angela Bonifati, Alexandra Calteau, Stefania Dumbrava, Guillaume Gautreau
Integrating Complex Pangenome Graphs. ICDEW (2024)
Christos Dalamagkas, Angelos Georgakis, Ioannis Papadopoulos, Kostas Hrissagis-Chrysagis, George Papadakis
Time Series Problems in the Energy Sector. ICDEW (2024)
Shuqiang Jiang
Food Computing for Nutrition and Health. ICDEW (2024)
Cheng Huang, Alexander Mathiasen, Josef Dean, Davide Mottin, Ira Assent
HUNIPU: Efficient Hungarian Algorithm on IPUs. ICDEW (2024)
40th International Conference on Data Engineering, ICDE 2024 - Workshops, Utrecht, Netherlands, May 13-16, 2024 ICDEW (2024)
Yuanjie Zhuy, Hussah Alrashid, Song Bai, Chunhan Zhang, Ziliang Zhang, Zhengyi Qu, Reem Y. Ali, Amr Magdy
On the Ecosystem of High-Definition (HD) Maps. ICDEW (2024)
Frédéric Andrès, Farshad Fotouhi, Gheorghita Ghinea, Steve Tanimoto
DECOR 2024: Where Data Engineering Meets Intelligent Food and Cooking Innovation. ICDEW (2024)
Luca Gregori, Paolo Missier, Matthew Stidolph, Riccardo Torlone, Alessandro Wood
Design and Development of a Provenance Capture Platform for Data Science. ICDEW (2024)
Aristotelis Peri, Dimitrios Tomaras, Vana Kalogeraki, Dimitrios Gunopulos
Pricefair: On fair scheduling of heterogeneous resources. ICDEW (2024)
Nicole R. Schneider, Kent O'Sullivan, Hanan Samet
The Future of Graph-based Spatial Pattern Matching (Vision Paper). ICDEW (2024)
Vasiliki Pitsilou, George Papadakis, Dimitrios Skoutas
Using LLMs to Extract Food Entities from Cooking Recipes. ICDEW (2024)
Thibaut Germain, Charles Truong, Laurent Oudre
Linear-trend normalization for multivariate subsequence similarity search. ICDEW (2024)
Vlad-Andrei Negru, Robert Vacareanu, Camelia Lemnaru, Mihai Surdeanu, Rodica Potolea
From Text to Taste: Advancing Smart Appliances with Multilingual Recipe Interpretation. ICDEW (2024)