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33rd DEXA 2022: Vienna, Austria - Part II
- Christine Strauss
, Alfredo Cuzzocrea, Gabriele Kotsis
Database and Expert Systems Applications - 33rd International Conference, DEXA 2022, Vienna, Austria, August 22-24, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13427, Springer 2022, ISBN 978-3-031-12425-9
Time Series, Streams and Event Data
- Rongbo Chen, Mingxuan Sun, Kunpeng Xu
Clustering-Based Cross-Sectional Regime Identification for Financial Market Forecasting. 3-16 - Beiji Zou
Alps: An Adaptive Load Partitioning Scaling Solution for Stream Processing System on Skewed Stream. 17-31 - Guilherme Augusto Zagatti
Latent Relational Point Process: Network Reconstruction from Discrete Event Data. 32-46 - Savong Bou
InTrans: Fast Incremental Transformer for Time Series Data Prediction. 47-61 - Michele Missikoff:
A Knowledge-Driven Business Process Analysis Methodology. 62-67
Sequences and Graphs
- Daniel Hofer
Extending Authorization Capabilities of Object Relational/Graph Mappers by Request Manipulation. 71-83 - Weilun Li, Peng Yang, Xiaoye Wang, Yingyuan Xiao:
Sequence Recommendation Model with Double-Layer Attention Net. 84-96 - Patitapaban Palo
Fault Detection in Seismic Data Using Graph Attention Network. 97-109 - Xiangze Jia, Ji Zhang, Zhen Wang
Skeleton-Based Mutual Action Recognition Using Interactive Skeleton Graph and Joint Attention. 110-116 - Yuqing Li, Hieu Hanh Le, Ryosuke Matsuo
Comparison of Sequence Variants and the Application in Electronic Medical Records. 117-130
Neural Networks
- Lorenz Wendlinger
Reconciliation of Mental Concepts with Graph Neural Networks. 133-146 - Ivan Izonin
I-PNN: An Improved Probabilistic Neural Network for Binary Classification of Imbalanced Medical Data. 147-157 - Mingming Qiu, Elie Najm, Rémi Sharrock
PBRE: A Rule Extraction Method from Trained Neural Networks Designed for Smart Home Services. 158-173 - Qiliang Liang, Ji Zhang, Mohamed Jaward Bah, Hongzhou Li, Liang Chang, Rage Uday Kiran:
Effective and Robust Boundary-Based Outlier Detection Using Generative Adversarial Networks. 174-187
Efficient Data Processing Techniques
- Tobias Groth, Sven Groppe, Thilo Pionteck, Franz Valdiek
Accelerated Parallel Hybrid GPU/CPU Hash Table Queries with String Keys. 191-203 - Pamalla Veena, Sreepada Tarun, R. Uday Kiran, Minh-Son Dao, Koji Zettsu, Yutaka Watanobe, Ji Zhang:
Towards Efficient Discovery of Periodic-Frequent Patterns in Dense Temporal Databases Using Complements. 204-215 - Yuquan Ding, Xujian Zhao, Peiquan Jin:
An Error-Bounded Space-Efficient Hybrid Learned Index with High Lookup Performance. 216-228 - Yuma Tsuchida, Kohei Kubo, Hisashi Koga:
Continuous Similarity Search for Text Sets. 229-234 - Hiroki Yuasa, Kazuo Goda
Exploiting Embedded Synopsis for Exact and Approximate Query Processing. 235-240
Advanced Analytics Methodologies and Methods
- Wei Kun Kong
Diversity-Oriented Route Planning for Tourists. 243-255 - Linhao Dong, Yanbing Bai, Qingsong Xu
Optimizing the Post-disaster Resource Allocation with Q-Learning: Demonstration of 2021 China Flood. 256-262 - Sareh Mohammadi, Nematollaah Shiri:
ARDBS: Efficient Processing of Provenance Queries Over Annotated Relations. 263-269 - Jan David Hüwel, Anne Gresch, Tim Berger, Martina Düfer, Christian Beecks:
Analysis of Extracellular Potential Recordings by High-Density Micro-electrode Arrays of Pancreatic Islets. 270-276 - Jiadong Chen, Xueyan Li, Xiaofeng Gao, Guihai Chen:
Intelligent Air Traffic Management System Based on Knowledge Graph. 277-283 - Jakub Peschel, Michal Batko, Pavel Zezula:
Analytical Algebra: Extension of Relational Algebra. 284-290 - Kota Yukawa, Toshiyuki Amagasa
BLOCK-OPTICS: An Efficient Density-Based Clustering Based on OPTICS. 291-296 - Zi-Yu Khoo, Delong Zhang, Stéphane Bressan:
What's Next? Predicting Hamiltonian Dynamics from Discrete Observations of a Vector Field. 297-302 - Mohamed Haddache, Allel Hadjali, Hamid Azzoune:
A Fuzzy Satisfaction Concept Based-Approach for Skyline Relaxation. 303-309 - Antoine Castillon, Julien Baste, Hamida Seba, Mohammed Haddad
Quasi-Clique Mining for Graph Summarization. 310-315
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