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ORCID27th EDBT 2024: Paestum, Italy
- Letizia Tanca, Qiong Luo, Giuseppe Polese, Loredana Caruccio, Xavier Oriol, Donatella Firmani:
Proceedings 27th International Conference on Extending Database Technology, EDBT 2024, Paestum, Italy, March 25 - March 28. OpenProceedings.org 2024, ISBN 978-3-89318-091-2
Volume 1
Research Track
- Yanhao Wang
, Yuchen Li, Francesco Bonchi, Ying Wang:
Balancing Utility and Fairness in Submodular Maximization. 1-14 - Kyriakos Psarakis, Wouter Zorgdrager, Marios Fragkoulis, Guido Salvaneschi, Asterios Katsifodimos:
Stateful Entities: Object-oriented Cloud Applications as Distributed Dataflows. 15-21 - Ralph Peeters, Reng Chiz Der, Christian Bizer:
WDC Products: A Multi-Dimensional Entity Matching Benchmark. 22-33 - Guang Yang, Abhirup Ghosh, Liang Liang, Thomas Heinis:
In-Network Approximate and Efficient Spatiotemporal Range Queries on Moving Objects. 34-46 - Melika Mousavi, Nima Shahbazi, Abolfazl Asudeh:
Data Coverage for Detecting Representation Bias in Image Datasets: A Crowdsourcing Approach. 47-60 - K. Venkatesh Emani, Avrilia Floratou, Carlo Curino:
PyFroid: Scaling Data Analysis on a Commodity Workstation. 61-67 - Angjela Davitkova, Damjan Gjurovski, Sebastian Michel:
Learning over Sets for Databases. 68-80 - Nicolas Anciaux, Sabine Frittella, Baptiste Joffroy, Benjamin Nguyen, Guillaume Scerri:
A new PET for Data Collection via Forms with Data Minimization, Full Accuracy and Informed Consent. 81-93 - Nelly Barret, Ioana Manolescu, Prajna Upadhyay:
Computing Generic Abstractions from Application Datasets. 94-107 - Vishal Chakraborty, Stacy Ann-Elvy, Sharad Mehrotra, Faisal Nawab, Mohammad Sadoghi, Shantanu Sharma, Nalini Venkatasubramanian, Farhan Saeed:
Data-CASE: Grounding Data Regulations for Compliant Data Processing Systems. 108-115 - Qingshuai Feng, You Peng, Wenjie Zhang, Xuemin Lin, Ying Zhang:
DSPC: Efficiently Answering Shortest Path Counting on Dynamic Graphs. 116-128
Experiments & Analyses Track
- Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang:
Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data. 129-142
Volume 2
Research Track
- Leon Windheuser, Christoph Anneser, Huanchen Zhang, Thomas Neumann, Alfons Kemper:
Adaptive Compression for Databases. 143-149 - Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Fair Spatial Indexing: A paradigm for Group Spatial Fairness. 150-161 - Daren Chao, Nick Koudas:
Querying For Actions Over Videos. 162-174 - Paul Juillard, Angela Bonifati, Andrea Mauri:
Interactive Graph Repairs for Neighborhood Constraints. 175-187 - Dwi P. A. Nugroho, Philipp M. Grulich, Steffen Zeuch, Clemens Lutz, Stefano Bortoli, Volker Markl:
Benchmarking Stream Join Algorithms on GPUs: A Framework and its Application to the State-of-the-art. 188-200 - Maoyin Zhang, Weiren Yu:
CSR+: A Scalable Efficient CoSimRank Search Algorithm with Multi-Source Queries on Massive Graphs. 201-207 - Nico Lässig, Melanie Herschel:
FALCC: Efficiently performing locally fair and accurate classifications. 208-220 - Riccardo Cappuzzo, Saravanan Thirumuruganathan, Paolo Papotti:
Relational Data Imputation with Graph Neural Networks. 221-233 - Christopher Rost, Riccardo Tommasini, Angela Bonifati, Emanuele Della Valle, Erhard Rahm, Keith W. Hare, Stefan Plantikow, Petra Selmer, Hannes Voigt:
Seraph: Continuous Queries on Property Graph Streams. 234-247 - Ruby Zhang, Weiren Yu:
GSim+: Efficient Retrieval of Node-to-Node Similarity Across Two Graphs at Billion Scale. 248-254 - Hongjia Zou, Lidan Shou, Ke Chen, Xuan Zhou:
MCF-KV: Multi-Cuckoo-Filter Index based Key-Value Store with Persistent Memory. 255-267 - George S. Theodoropoulos, Kjetil Nørvåg, Christos Doulkeridis:
Efficient Semantic Similarity Search over Spatio-textual Data. 268-280 - Jing Zhang, Huan Sun, Joyce C. Ho:
EMBA: Entity Matching using Multi-Task Learning of BERT with Attention-over-Attention. 281-293 - Martin Franke, Victor Christen, Peter Christen, Florens Rohde, Erhard Rahm:
(Privately) Estimating Linkage Quality for Record Linkage. 294-306 - Christos Tsapelas, Georgia Koutrika:
QPSeeker: An Efficient Neural Planner combining both data and queries through Variational Inference. 307-319 - Yuting Zhang, Kai Wang, Wenjie Zhang, Wei Ni, Xuemin Lin:
Size-bounded Community Search over Large Bipartite Graphs. 320-331 - Srinivas Karthik, Panagiotis Sioulas, Ahana Pradhan, Raghunandan Subramanya, Ioannis Mytilinis, Anastasia Ailamaki:
Optimizing Goodput through Sharing for Batch Analytics with Deadlines. 332-344
Experiments & Analyses Track
- Arif Usta, Chang Liu, Semih Salihoglu:
Analysis of Open Government Datasets From a Data Design and Integration Perspective. 345-358
Vision Papers
- Daniyal Kazempour, Claudius Zelenka, Peer Kröger:
The Missing Link? On the In-Between Instance Detection Task. 359-364 - Mohammed Saeed, Nicola De Cao, Paolo Papotti:
Querying Large Language Models with SQL. 365-372
Volume 3
Research Track
- Chenxi Qiu, Sourabh Yadav, Yuede Ji, Anna Cinzia Squicciarini, Ram Dantu, Juanjuan Zhao, Cheng-Zhong Xu:
Fine-Grained Geo-Obfuscation to Protect Workers' Location Privacy in Time-Sensitive Spatial Crowdsourcing. 373-385 - Mohamed Abdelaal, Tim Ktitarev, Daniel Städtler, Harald Schöning:
SAGED: Few-Shot Meta Learning for Tabular Data Error Detection. 386-398 - Leon Bornemann, Tobias Bleifuß, Dmitri V. Kalashnikov, Fatemeh Nargesian, Felix Naumann, Divesh Srivastava:
Efficient Discovery of Temporal Inclusion Dependencies in Wikipedia Tables. 399-411 - Wang Yue, Rafael Moczalla, Manisha Luthra, Tilmann Rabl:
Deco: Fast and Accurate Decentralized Aggregation of Count-Based Windows in Large-Scale IoT Applications. 412-425 - Mazhar Hameed, Gerardo Vitagliano, Fabian Panse, Felix Naumann:
TASHEEH: Repairing Row-Structure in Raw CSV Files. 426-439 - Panagiotis Bouros, Artur Titkov, George Christodoulou, Christian Rauch, Nikos Mamoulis:
HINT on Steroids: Batch Query Processing for Interval Data. 440-446 - Ariane Ziehn, Philipp M. Grulich, Steffen Zeuch, Volker Markl:
Bridging the Gap: Complex Event Processing on Stream Processing Systems. 447-460 - Boris Glavic, Giansalvatore Mecca, Renée J. Miller, Paolo Papotti, Donatello Santoro, Enzo Veltri:
Similarity Measures For Incomplete Database Instances. 461-473 - Yunhong Ji, Wentao Huang, Xuan Zhou, Bingsheng He, Kian-Lee Tan:
TaC: An Anti-Caching Key-Value Store on Heterogeneous Memory Architectures. 474-487 - Xinyu Su, Jianzhong Qi, Egemen Tanin, Yanchuan Chang, Majid Sarvi:
Spatial-temporal Forecasting for Regions without Observations. 488-500 - Georgios Theodorakis, James Clarkson, Jim Webber:
Aion: Efficient Temporal Graph Data Management. 501-514 - Naiqing Guan, Nick Koudas:
ActiveDP: Bridging Active Learning and Data Programming. 515-521 - Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Sihem Amer-Yahia:
Loss Compensation in Multi-Session Recommendation Under Limited Availability. 522-533 - Sujaya Maiyya, Yuval Steinhart, Adrian Davila, Jason Du, Divyakant Agrawal, Prabhanjan Ananth, Amr El Abbadi:
ORTOA: A Family of One Round Trip Protocols For Operation-Type Obliviousness. 534-546 - Changhun Han, Suji Kim, Ha-Myung Park:
Efficient Proximity Search in Time-accumulating High-dimensional Data using Multi-level Block Indexing. 547-558 - Sachith Pai, Michael Mathioudakis, Yanhao Wang:
WaZI: A Learned and Workload-aware Z-Index. 559-571 - Konstantinos Theocharidis, Hady W. Lauw:
Community Similarity based on User Profile Joins. 572-583 - Suraj Shetiya, Ian P. Swift, Abolfazl Asudeh, Gautam Das:
Shapley Values for Explanation in Two-sided Matching Applications. 584-596 - Aviv Ben-Arie, Daniel Deutch, Nave Frost, Yair Horesh, Idan Meyuhas:
Optimizing Counterfactual-based Analysis of Machine Learning Models Through Databases. 597-609 - Achilleas Michalopoulos, Konstantinos Lampropoulos, George Kelantonakis, Chrysostomos Zeginis, Kostas Magoutis, Nikos Mamoulis:
Similarity Search based on Geo-footprints. 610-616 - Jan David Hüwel, Christian Beecks:
Frequent Component Analysis for Large Time Series Databases with Gaussian Processes. 617-622
Experiments & Analyses Track
- Charilaos Akasiadis, Evgenios Kladis, Petro-Foti Kamberi, Evangelos Michelioudakis, Elias Alevizos, Alexander Artikis:
A Framework to Evaluate Early Time-Series Classification Algorithms. 623-635 - Hafiz Tayyab Rauf, André Freitas, Norman W. Paton:
Deep Clustering for Data Cleaning and Integration. 636-649 - Carlos Enrique Muñiz-Cuza, Søren Kejser Jensen, Jonas Brusokas, Nguyen Ho, Torben Bach Pedersen:
Evaluating the Impact of Error-Bounded Lossy Compression on Time Series Forecasting. 650-663 - Rama Widyadhana Bhagaskoro, Volker Markl, Zoi Kaoudi:
Evaluation of Sampling Methods for Discovering Facts from Knowledge Graph Embeddings. 664-675 - Sonia Horchidan, Po-Hao Chen, Emmanouil Kritharakis, Paris Carbone, Vasiliki Kalavri:
Crayfish: Navigating the Labyrinth of Machine Learning Inference in Stream Processing Systems. 676-689 - Marcos N. L. Carvalho, Anna Queralt, Oscar Romero, Alkis Simitsis, Cristian Tatu, Rosa M. Badia:
Performance Analysis of Distributed GPU-Accelerated Task-Based Workflows. 690-703 - Dana Arad, Daniel Deutch, Nave Frost:
Predicting Fact Contributions from Query Logs with Machine Learning. 704-716
Vision Papers
- Lixi Zhou, Qi Lin, Kanchan Chowdhury, Saif Masood, Alexandre E. Eichenberger, Hong Min, Alexander Sim, Jie Wang, Yida Wang, Kesheng Wu, Binhang Yuan, Jia Zou:
Serving Deep Learning Models from Relational Databases. 717-724
Industrial & Applications Track
- Sven Langenecker, Christoph Sturm, Christian Schalles, Carsten Binnig:
Pythagoras: Semantic Type Detection of Numerical Data in Enterprise Data Lakes. 725-733 - Graham Cormode, Igor L. Markov, Harish Srinivas:
Private and Efficient Federated Numerical Aggregation. 734-742 - Anirban Rahut, Vinaykumar Bhat, Abhinav Sharma, Yichen Shen, Bartlomiej Pelc, Chi Li, Ahsanul Haque, Yash Botadra, Xi Wang, Michael Percy, Ritwik Yadav, Yoshinori Matsunobu, Alan Liang, Igor Pozgaj, Tobias Asplund, Anatoly Karp, Luqun Lou, Pushap Goyal:
MyRaft: High Availability in MySQL using Raft. 743-752 - Apostolos Giannoulidis, Anastasios Gounaris, Ioannis Constantinou:
Exploring unsupervised anomaly detection for vehicle predictive maintenance with partial information. 753-761 - Georgios Grigoropoulos, Giannis Spiliopoulos, Ilias Chamatidis, Manolis Kaliorakis, Alexandros Troupiotis-Kapeliaris, Marios Vodas, Evangelia Filippou, Eva Chondrodima, Nikos Pelekis, Yannis Theodoridis, Dimitris Zissis, Konstantina Bereta:
A Scalable System for Maritime Route and Event Forecasting. 762-769 - Giannis Spiliopoulos, Marios Vodas, Georgios Grigoropoulos, Konstantina Bereta, Dimitris Zissis:
Patterns of Life : Global Inventory for maritime mobility patterns. 770-777
Demonstration Track
- David Gross-Amblard, Marion Tommasi, Iandry Rakotoniaina, Constance Thierry, Rituraj Singh, Leo Jacoboni:
HEADWORK: a Data-centric Crowdsourcing Platform for Complex Tasks and Participants. 778-781 - Jingwei Zuo, George Arvanitakis, Mthandazo Ndhlovu, Hakim Hacid:
MAGNETO: Edge AI for Human Activity Recognition - Privacy and Personalization. 782-785 - Ruben Taelman, Ruben Verborgh:
Demonstration of Link Traversal SPARQL Query Processing over the Decentralized Solid Environment. 786-789 - Donatella Firmani, Giorgio Grani, Flavia Tagliafierro:
Breaking Down Accuracy with Subspace Optimization. 790-793 - Nasrin Shabani, Amin Beheshti, Jia Wu, Maryam Khanian Najafabadi, Jin Foo, Alireza Jolfaei:
GraphSUM: Scalable Graph Summarization for Efficient Question Answering. 794-797 - Georgios Grigoropoulos, Giannis Spiliopoulos, Ilias Chamatidis, Manolis Kaliorakis, Alexandros Troupiotis-Kapeliaris, Marios Vodas, Evangelia Filippou, Eva Chondrodima, Nikos Pelekis, Yannis Theodoridis, Dimitris Zissis, Konstantina Bereta:
GMSA: A Digital Twin Application for Maritime Route and Event Forecasting. 798-801 - Kostas Filippopolitis, Yannis Foufoulas, Minos N. Garofalakis, Apostolos Glenis, Yannis E. Ioannidis, Thanasis-Michail Karampatsis, Maria-Olympia Katsouli, Evdokia Mailli, Asimakis Papageorgiou-Mariglis, Giorgos Papanikos, George Pikramenos, Jason Sakellariou, Alkis Simitsis, Pauline Ducouret, Philippe Ryvlin, Manuel-Guy Spuhler:
MIP: Advanced Data Processing and Analytics for Science and Medicine. 802-805 - Salvatore Greco, Bartolomeo Vacchetti, Daniele Apiletti, Tania Cerquitelli:
DriftLens: A Concept Drift Detection Tool. 806-809 - Esteban Zimányi, Mariana M. G. Duarte, Víctor Diví:
MEOS: An Open Source Library for Mobility Data Management. 810-813 - Egor Dmitriev, Melisachew Wudage Chekol, Mirko Tobias Schäfer:
BOLD: Knowledge Graph Exploration and Analysis Platform. 814-817 - Pavel Koupil, Jáchym Bártík, Irena Holubová:
MM-evoque: Query Synchronisation in Multi-Model Databases. 818-821 - Jihane Mali, Shohreh Ahvar, Faten Atigui, Ahmed Azough, Nicolas Travers:
FACT-DM: A Framework for Automated Cost-Based Data Model Transformation. 822-825 - Panagiotis Liakos, Katia Papakonstantinopoulou, Thijs Bruineman, Mark Raasveldt, Yannis Kotidis:
How to Make your Duck Fly: Advanced Floating Point Compression to the Rescue. 826-829 - Esraa Sayed, Mohamed Maher, Omar Sedeek, Ahmed Eldamaty, Amr Kamel, Radwa El Shawi:
GizaML: A Collaborative Meta-learning Based Framework Using LLM For Automated Time-Series Forecasting. 830-833 - Teodoro Baldazzi, Luigi Bellomarini, Stefano Ceri, Andrea Colombo, Andrea Gentili, Emanuel Sallinger:
"Please, Vadalog, tell me why": Interactive Explanation of Datalog-based Reasoning. 834-837 - Pierre Lefebvre, Steven Le Moal, Ahmed Azough, Nicolas Travers:
NeoSGG: A Scene Graph Generation Framework for Video-Surveillance Tasks. 838-841 - Evgeny S. Skvortsov, Yilin Xia, Bertram Ludäscher:
Logica: Declarative Data Science for Mere Mortals. 842-845
Tutorial Track
- Uchechukwu F. Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi:
Finding Relevant Information in Big Datasets with ML. 846-849 - Felipe T. Brito, André L. C. Mendonça, Javam C. Machado:
A Differentially Private Guide for Graph Analytics. 850-853 - Norman W. Paton, Zhenyu Wu:
Dataset Discovery and Exploration: State-of-the-art, Challenges and Opportunities. 854-857
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