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ORCID35th DEXA 2024: Naples, Italy - Part II
- Christine Strauss, Toshiyuki Amagasa
, Giuseppe Manco, Gabriele Kotsis, A Min Tjoa, Ismail Khalil:
Database and Expert Systems Applications - 35th International Conference, DEXA 2024, Naples, Italy, August 26-28, 2024, Proceedings, Part II. Lecture Notes in Computer Science 14911, Springer 2024, ISBN 978-3-031-68311-4
Blockchain and Supply Chain Management
- Phan H. T. Trung, Le K. Bang, Hoang Nguyen Kha, Quoc Tran Bao, Nguyen Duong Phu Trong, Loc Van Cao Phu, Hieu M. Doan, Khoa Tran Dang:
Towards Transparent and Ethical Coffee and Cocoa Supply Chains: Integrating Blockchain, Encrypted-RSA NFTs, and IPFS. 3-17 - Devis Bianchini, Valeria De Antonellis, Massimiliano Garda, Michele Melchiori:
Resource-Oriented Approach for Effective Blockchain Integration in Intertwined Supply Chains. 18-33
Data Mining and Knowledge Discovery
- Yan Zhu, Xiaofei Wang, Xinrui Lin, Yiqiang Peng:
GADEC: Discovering Abnormal Citation Groups Based on Enhanced Local Community Expansion and DQN. 37-52 - Ahmad Hemid, Abderrahmane Khiat, Megha Jayakumar, Christoph Lange, Christoph Quix, Stefan Decker:
Knowledge Graph Creation and Management Made Easy with KGraphX. 53-68 - Daniel Voskergian, Burcu Bakir-Gungor, Malik Yousef:
SEMANT - Feature Group Selection Utilizing FastText-Based Semantic Word Grouping, Scoring, and Modeling Approach for Text Classification. 69-75
Spatiotemporal Data and Mobility Analysis
- Tarlis Tortelli Portela, Vanessa Lago Machado, Jônata Tyska Carvalho, Vania Bogorny, Anna Bernasconi, Chiara Renso:
UltraMovelets: Efficient Movelet Extraction for Multiple Aspect Trajectory Classification. 79-94 - Ryuichi Sudo, Hiroyuki Toda:
Understanding Human Mobility Characteristics Through Behavior and Corresponding Environmental Information. 95-109 - Zhihui Wang, Bingxin Li:
Traffic Flow Prediction Based on Deep Spatio-Temporal Domain Adaptation. 110-115 - Tomoki Kawabata, Hiroyuki Toda:
Exploring of STGNN for Traffic Forecasting at Expanding Traffic Network. 116-121
Computer Vision and Image Processing
- Hafsa Billah, Sharma Chakravarthy:
Video Situation Monitoring Using Continuous Queries. 125-141 - Ikuto Takashima, Kotaro Yasuda, Yukiko Takeuchi, Masayoshi Aritsugi, Akihiro Shibayama, Israel Mendonça:
Semi-automated Disaster Image Tagging While Protecting Privacy: A Case Study. 142-148 - Manuel Götz, Maximilian Rost, Dennis Wilkner, Frank Schirmeier:
Unsupervised Segmentation of CNC Milling Sensor Data into Comparable Cutting Conditions. 149-155
Data Security and Privacy
- Zhihui Wang, Wenbiao Xing, Yu Wang, Yishan Liu:
A Data-Driven Approach for Designing Wireless Signal Propagation Model. 159-173 - Md Hasan Shahriar, Anne V. D. M. Kayem, David Reich, Christoph Meinel:
Identifying Personal Identifiable Information (PII) in Unstructured Text: A Comparative Study on Transformers. 174-181
Database Indexing and Query Processing
- Haitian Hang, Xiu Tang, Bo Zhou, Jianling Sun:
Unlocking the Power of Diversity in Index Tuning for Cluster Databases. 185-200 - Yuchen Ji, Daichi Amagata, Yuya Sasaki, Takahiro Hara:
SAFE: Sampling-Assisted Fast Learned Cardinality Estimation for Dynamic Spatial Data. 201-216 - Amir El-Shaikh, Bernhard Seeger, Eljas Soisalon-Soininen:
Lightweight Latches for B-Trees to Cope with High Contention. 217-232 - Tatsuya Kato, Takahiro Komamizu, Ichiro Ide:
R-DiP: Re-ranking Based Diffusion Pre-computation for Image Retrieval. 233-247 - Masashi Nakano, Qiong Chang, Jun Miyazaki:
Extension of Parallel Primitives and Their Applications to Large-Scale Data Processing. 248-253
Specialized Applications and Case Studies
- Taisei Takano, Hisashi Koga:
Fast Concept Drift Detection Exploiting Product Quantization. 257-271 - Zenghui Xu, Mingzhang Li, Ting Yu, Linlin Hou, Peng Zhang, Rage Uday Kiran, Zhao Li, Ji Zhang:
A Novel Multi-scale Spatiotemporal Graph Neural Network for Epidemic Prediction. 272-287 - Christoph Stach, Yunxuan Li, Laura Schuiki, Bernhard Mitschang:
LALO - A Virtual Data Lake Zone for Composing Tailor-Made Data Products on Demand. 288-305 - Eya Hammami, Mohand Boughanem, Rim Faiz, Taoufiq Dkaki:
Intermediate Hidden Layers for Legal Case Retrieval Representation. 306-319 - Wissam Ferroudj, Noura Faci, Hamamache Kheddouci:
Geometric Features and GAT Neural Network for Protein Surface Classification. 320-325
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