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E-raamat: Database Systems for Advanced Applications. DASFAA 2022 International Workshops: BDMS, BDQM, GDMA, IWBT, MAQTDS, and PMBD, Virtual Event, April 11-14, 2022, Proceedings

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This volume constitutes the papers of several workshops which were held in conjunction with the 27th International Conference on Database Systems for Advanced Applications, DASFAA 2022, held as virtual event in April 2022.





The 30 revised full papers presented in this book were carefully reviewed and selected from 65 submissions. 





DASFAA 2022 presents the following five workshops:





·         First  workshop on Pattern mining and Machine learning in Big complex Databases (PMBD 2021)





·         6th International Workshop on Graph Data Management and Analysis (GDMA 2022)





·         First International Workshop on Blockchain Technologies (IWBT2022)





·         8th International Workshop on Big Data Management and Service (BDMS 2022)





·         First workshop on Managing Air Quality Through Data Science





·         7th International Workshop on Big Data Quality Management (BDQM 2022).
An Algorithm for Mining Fixed-Length High Utility Itemsets.- A Novel
Method to Create Synthetic Samples with Autoencoder Multi-layer Extreme
Learning Machine.- Pattern Mining: Current Challenges and Opportunities.- Why
not to Trust Big Data: Identifying Existence of Simpsons Paradox Localized
Metric Learning for Large Multi-Class Extremely Imbalanced Face Database.-
Top-k dominating queries on incremental datasets.- Collaborative Blockchain
based Distributed Denial of Service Attack Mitigation approach with IP
Reputation System.- Model-Driven Development of Distributed Ledger
Applications Towards a Blockchain Solution for Customs Duty-Related Fraud.-
Securing Cookies/Sessions through Non-Fungible Tokens.- Chinese Spelling
Error Detection and Correction Based on Knowledge Graph Construction and
Application of Event Logic Graph: A Survey.- Enhancing Low-resource Languages
Question Answering with Syntactic Graph.- Profile Consistency
Discrimination.- H-VAn Improved Coding Layout based on Erasure Coded Storage
System.- Astral: An Autoencoder-based Model for Pedestrian Trajectory
Prediction of Variable-Length.- A Survey on Spatiotemporal Data Processing
Techniques in Smart Urban Rail.- Fast Vehicle Track Counting in Traffic
Video.- Summary A Traffic Summarization System using Semantic Words.-
Attention_Cooperated_Reinforcement_Learning_for_Multi_agent_Path_Planning.-
Big Data-driven Stable Task Allocation in Ride-hailing Services.-
Weighted_Mean_Field_Multi_Agent_Reinforcement_Learning_via_Reward_Attribution
_Decomposition.- Evaluating Presto and SparkSQL with TPC-DS.- Optimizing the
Age of Sensed Information in Cyber-Physical Systems.- Aggregate Query Result
Correctness using pattern Tables.- Time Series Data Quality Enhancing based
on pattern Alignment.- Research on Feature extraction method of data quality
intelligent detection.- Big Data Resources to Support Research Opportunities
on Air Pollution Analysis in India.- Air Quality Data Collection in Hyderabad
Using Low-cost Sensors: Initial Experiences.- Visualizing Spatio-Temporal
Variation of Ambient Air Pollution in Four Small Towns in India.
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