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ORCID31st DEXA 2020: Bratislava, Slovakia - Part II
- Sven Hartmann, Josef Küng, Gabriele Kotsis, A Min Tjoa
, Ismail Khalil:
Database and Expert Systems Applications - 31st International Conference, DEXA 2020, Bratislava, Slovakia, September 14-17, 2020, Proceedings, Part II. Lecture Notes in Computer Science 12392, Springer 2020, ISBN 978-3-030-59050-5
Authenticity, Privacy, Security and Trust
- Sabrina Luftensteiner, Michael Zwick:
A Framework for Factory-Trained Virtual Sensor Models Based on Censored Production Data. 3-16 - Bacem Mbarek, Mouzhi Ge, Tomás Pitner:
Blockchain-Based Access Control for IoT in Smart Home Systems. 17-32 - Bizhan Alipour Pijani, Abdessamad Imine, Michaël Rusinowitch:
Online Attacks on Picture Owner Privacy. 33-47
Cloud Databases and Workflows
- Gaëtan Heidsieck, Daniel de Oliveira, Esther Pacitti, Christophe Pradal, François Tardieu, Patrick Valduriez:
Distributed Caching of Scientific Workflows in Multisite Cloud. 51-65 - Abdullah Khalid A. Almasaud, Agresh Bharadwaj, Sandra Sampaio, Rizos Sakellariou:
Challenges in Resource Provisioning for the Execution of Data Wrangling Workflows on the Cloud: A Case Study. 66-75 - Kirita-Rose Escott, Hui Ma, Gang Chen:
Genetic Programming Based Hyper Heuristic Approach for Dynamic Workflow Scheduling in the Cloud. 76-90
Data and Information Processing
- Xin Wang, Yang Wang, Ji Zhang, Yan Zhu:
Bounded Pattern Matching Using Views. 93-110 - Xin Wang, Yang Wang, Yang Xu, Ji Zhang, Xueyan Zhong:
Extending Graph Pattern Matching with Regular Expressions. 111-129 - Naheed Anjum Arafat, Debabrota Basu, Laurent Decreusefond, Stéphane Bressan:
Construction and Random Generation of Hypergraphs with Prescribed Degree and Dimension Sequences. 130-145
Knowledge Discovery
- Yuhao Chen, Jun Miyazaki:
A Model-Agnostic Recommendation Explanation System Based on Knowledge Graph. 149-163 - Weidong Liu, Xiaobo Liu, Youdong Kong, Zhiwei Yang, Wenbo Qiao:
Game Theory Based Patent Infringement Detection Method. 164-178 - Ariam Rivas, Irlán Grangel-González, Diego Collarana, Jens Lehmann, Maria-Esther Vidal:
Unveiling Relations in the Industry 4.0 Standards Landscape Based on Knowledge Graph Embeddings. 179-194 - Georgios Drakopoulos, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas:
On Tensor Distances for Self Organizing Maps: Clustering Cognitive Tasks. 195-210
Machine Learning
- Takahiro Komamizu, Risa Uehara, Yasuhiro Ogawa, Katsuhiko Toyama:
MUEnsemble: Multi-ratio Undersampling-Based Ensemble Framework for Imbalanced Data. 213-228 - Tianzhu Chen, Fenghua Li, Fuzhen Zhuang, Yunchuan Guo, Liang Fang:
The Linear Geometry Structure of Label Matrix for Multi-label Learning. 229-244 - Li Tan, Wenbin Yao, Xiaoyong Li:
Expanding Training Set for Graph-Based Semi-supervised Classification. 245-258 - Chao Wang, Yongyi Hu, Xiaofeng Gao, Guihai Chen:
KPML: A Novel Probabilistic Perspective Kernel Mahalanobis Distance Metric Learning Model for Semi-supervised Clustering. 259-274
Semantic Web and Ontologies
- Till Blume, Ansgar Scherp:
Indexing Data on the Web: A Comparison of Schema-Level Indices for Data Search. 277-286 - Yunfeng Li, Xiaoyong Li, Mingjian Lei:
CTransE: An Effective Information Credibility Evaluation Method Based on Classified Translating Embedding in Knowledge Graphs. 287-300 - Adrianna Kozierkiewicz, Marcin Pietranik, Loan T. T. Nguyen:
Updating Ontology Alignment on the Instance Level Based on Ontology Evolution. 301-311 - Mohamad Rihany, Zoubida Kedad, Stéphane Lopes:
Theme-Based Summarization for RDF Datasets. 312-321 - Devis Bianchini, Valeria De Antonellis, Massimiliano Garda, Michele Melchiori:
Contextual Preferences to Personalise Semantic Data Lake Exploration. 322-332
Stream Data Processing
- Di Zhao, Yun Sing Koh:
Feature Drift Detection in Evolving Data Streams. 335-349 - Qizhou Sun, Yain-Whar Si:
An Efficient Segmentation Method: Perceptually Important Point with Binary Tree. 350-365 - Elisa Margareth Sibarani, Simon Scerri:
SCODIS: Job Advert-Derived Time Series for High-Demand Skillset Discovery and Prediction. 366-381
Temporal, Spatial, and High Dimensional Databases
- Aurélie Suzanne, Guillaume Raschia, José Martinez:
Temporal Aggregation of Spanning Event Stream: A General Framework. 385-395 - Ngoc-Thanh Nguyen, Minh-Son Dao, Koji Zettsu:
Leveraging 3D-Raster-Images and DeepCNN with Multi-source Urban Sensing Data for Traffic Congestion Prediction. 396-406 - Anifat M. Olawoyin, Carson K. Leung, Ratna Choudhury:
Privacy-Preserving Spatio-Temporal Patient Data Publishing. 407-416
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