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Database Systems for Advanced Applications. DASFAA 2022 International Workshops = BDMS, BDQM, GDMA, IWBT, MAQTDS, and PMBD, Virtual Event, April 11–14, 2022, Proceedings /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Database Systems for Advanced Applications. DASFAA 2022 International Workshops/ edited by Uday Kiran Rage, Vikram Goyal, P. Krishna Reddy.
Reminder of title:	BDMS, BDQM, GDMA, IWBT, MAQTDS, and PMBD, Virtual Event, April 11–14, 2022, Proceedings /
other author:	Rage, Uday Kiran.
Description:	XV, 438 p. 171 illus., 121 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Data mining. -
Online resource:	https://doi.org/10.1007/978-3-031-11217-1
ISBN:	9783031112171

Database Systems for Advanced Applications. DASFAA 2022 International Workshops = BDMS, BDQM, GDMA, IWBT, MAQTDS, and PMBD, Virtual Event, April 11–14, 2022, Proceedings /
Database Systems for Advanced Applications. DASFAA 2022 International WorkshopsBDMS, BDQM, GDMA, IWBT, MAQTDS, and PMBD, Virtual Event, April 11–14, 2022, Proceedings /[electronic resource] :edited by Uday Kiran Rage, Vikram Goyal, P. Krishna Reddy. - 1st ed. 2022. - XV, 438 p. 171 illus., 121 illus. in color.online resource. - Lecture Notes in Computer Science,132481611-3349 ;. - Lecture Notes in Computer Science,9324.

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 Simpson’s 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-V：An 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.

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).

ISBN: 9783031112171

Standard No.: 10.1007/978-3-031-11217-1doiSubjects--Topical Terms:

528622
Data mining.

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

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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