The 26th International Conference on Database Systems for Advanced Applications
82 Lectures · Nov 8, 2021
About
The International Conference on Database Systems for Advanced Applications DASFAA provides a leading international forum for discussing the latest research on database systems and advanced applications. DASFAA is a well-established international conference series that provides a forum for technical presentations and discussions among database researchers, developers, and users from academia, business, and industry, which showcases state-of-the-art R&D activities in the general areas of database systems, Web information systems, and their applications. The conference’s long history has established the event as the premier research conference in the database area.
For more info visit DASFAA2021
Uploaded videos:
RESEARCH SESSIONS
Ranking Associative Entities in Knowledge Graph by Graphical Modeling of Frequen...
Nov 15, 2021
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A Novel Embedding Model for Knowledge Graph Completion Based on Multi-Task Learn...
Nov 15, 2021
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6 Views
Gaussian Metric Learning for Few-Shot Uncertain Knowledge Graph Completion
Nov 15, 2021
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4 Views
DMSPool: Dual Multi-Scale Pooling for Graph Representation Learning
Nov 15, 2021
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2 Views
A Parameter-free Approach for Lossless Streaming Graph Summarization
Nov 15, 2021
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A Semi-supervised Framework with Efficient Feature Extraction and Network Alignm...
Nov 15, 2021
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6 Views
Optimal Sequenced Route Query with POI Preferences
Nov 15, 2021
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3 Views
Privacy-Preserving Polynomial Evaluation over Spatio-Temporal Data on An Untrust...
Nov 15, 2021
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5 Views
Exploiting Multi-Source Data for Adversarial Driving Style Representation Learni...
Nov 15, 2021
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Efficiently Discovering Regions of Interest with User-Defined Score Function
Nov 15, 2021
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Top-k Closest Pair Queries over Spatial Knowledge Graph
Nov 15, 2021
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4 Views
HIFI: Anomaly Detection for Multivariate Time Series with High-order Feature Int...
Nov 15, 2021
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2 Views
Efficient Trajectory Contact Query Processing
Nov 15, 2021
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3 Views
STMG: Spatial-Temporal Mobility Graph for Location Prediction
Nov 15, 2021
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Multi-label Classification of Long Text Based on Key-sentences Extraction
Nov 15, 2021
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3 Views
Automated Context-aware Phrase Mining from Text Corpora
Nov 15, 2021
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4 Views
Generating Contextually Coherent Responses by Learning Structured Vectorized Sem...
Nov 15, 2021
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4 Views
Discriminative Feature Adaptation via Conditional Mean Discrepancy for Cross-dom...
Nov 15, 2021
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3 Views
CAT-BERT: A Context-Aware Transferable BERT Model for Multi-Turn Machine Reading...
Nov 15, 2021
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Inferring Deterministic Regular Expression with Unorder and Counting
Nov 15, 2021
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MACROBERT: Maximizing Certified Region of BERT to Adversarial Word Substitutions
Nov 15, 2021
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4 Views
An Interactive NL2SQL Approach With Reuse Strategy
Nov 15, 2021
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5 Views
SRecGAN: Pairwise Adversarial Training for Sequential Recommendation
Nov 15, 2021
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3 Views
Semi-Supervised Factorization Machines for Review-Aware Recommendation
Nov 15, 2021
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1 Views
Combining Meta-path Instances into Graphs for Recommendation
Nov 15, 2021
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5 Views
PEEP: A Parallel Execution Engine for Permissioned Blockchain Systems
Nov 15, 2021
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12 Views
Redesigning the Sorting Engine for Persistent Memory
Nov 15, 2021
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3 Views
A decision support system for heart failure risk prediction based on weighted na...
Nov 15, 2021
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4 Views
Inheritance-guided Hierarchical Assignment for Clinical Automatic Diagnosis
Nov 15, 2021
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2 Views
An improved dummy generation approach for enhancing user location privacy
Nov 15, 2021
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2 Views
Efficient Mining of Outlying Sequential Behavior Patterns
Nov 15, 2021
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5 Views
Clustering Mixed-Type Data With Correlation-Preserving Embedding
Nov 15, 2021
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2 Views
Beyond Matching: Modeling Two-Sided Multi-Behavioral Sequences For Dynamic Perso...
Nov 15, 2021
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4 Views
Self Separation and Misseparation Impact Minimization for Open-Set Domain Adapta...
Nov 15, 2021
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3 Views
Partial Modal Conditioned GANs for Multi-modal Multi-label Learning with Arbitra...
Nov 15, 2021
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4 Views
Cross-domain error minimization for unsupervised domain adaptation
Nov 15, 2021
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4 Views
Unsupervised domain adaptation with unified joint distribution alignment
Nov 15, 2021
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3 Views
Relation-aware Alignment Attention Network for Multi-view Multi-label Learning
Nov 15, 2021
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3 Views
Learning to Label with Active Learning and Reinforcement Learning
Nov 15, 2021
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ZH-NER: Chinese Named Entity Recognition with Adversarial Multi-Task Learning an...
Nov 15, 2021
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Learning the Implicit Semantic Representation on Graph-Structured Data
Nov 15, 2021
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5 Views
CIC-FL: Enabling Class Imbalance-aware Clustered Federated Learning over Shifted...
Nov 15, 2021
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7 Views
Dirty-Data Impacts on Regression: an Experimental Evaluation
Nov 15, 2021
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4 Views
NRCP-Miner: Towards the Discovery of Non-Redundant Co-location Patterns
Nov 15, 2021
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3 Views
INDUSTRY SESSION
An Enhanced Convolutional Inference Model with Distillation for Retrieval-based ...
Nov 15, 2021
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4 Views
Parasitic Network: Zero-Shot Relation Extraction for Knowledge Graph Populating ...
Nov 15, 2021
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4 Views
PHD CONSORTIUM
Semantic Integration of Heterogeneous and Complex Spreadsheet Tables
Nov 15, 2021
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2 Views
Tutorials
Multi-Model Data, Query Languages and Processing Paradigms
Nov 15, 2021
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4 Views
Lightweight Deep Learning with Model Compression
Nov 15, 2021
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4 Views
Discovering Communities over Large Graphs: Algorithms, Applications, and Opportu...
Nov 15, 2021
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10 Views
AI Governance: Advanced Urban Computing on Dynamics Prediction and Route Plannin...
Nov 15, 2021
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5 Views
Workshops
A Tablet-based Game Tool for Cognition Training of Seniors with Mild Cognitive I...
Nov 15, 2021
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3 Views
AntiPhiMBS-Auth: A New Anti-Phishing Model to Mitigate Phishing Attacks in Mobil...
Nov 15, 2021
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4 Views
BU-Trace: A Permissionless Mobile System forPrivacy-Preserving Intelligent Conta...
Nov 15, 2021
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2 Views
A Novel Road Segment Representation Method for Travel Time Estimation
Nov 15, 2021
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5 Views
Approximate Nearest Neighbor Search Using Query-Directed Dense Graph
Nov 15, 2021
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3 Views
Privacy Protection for Medical Image Management based on Blockchain
Nov 15, 2021
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7 Views
ASQT: An Efficient Index for Queries on Compressed Trajectories
Nov 15, 2021
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2 Views
HTF: An Effective Algorithm for Time Series to Recover Missing Blocks
Nov 15, 2021
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4 Views
ROPW: An online trajestory compression algorithm
Nov 15, 2021
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4 Views
Modeling and Querying Similar Trajectory in Inconsistent Spatial Data
Nov 15, 2021
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2 Views
LAA: Inductive Community Detection Algorithm based on Label Aggregation
Nov 15, 2021
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3 Views
Ad Click-Through Rate Prediction: A Survey
Nov 15, 2021
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5 Views
NREngine: A Graph-Based Query Engine For Network Reachability
Nov 15, 2021
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5 Views
An Attention-based Approach to Rule Learning in Large Knowledge Graphs
Nov 15, 2021
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5 Views
Hop-constrained Subgraph Query and Summarization on Large Graphs
Nov 15, 2021
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3 Views
ESTI: Efficient k-hop Reachability Quering over Large General Directed Graphs
Nov 15, 2021
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1 Views
An Embedding-based Approach to Repairing Question Semantics
Nov 15, 2021
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4 Views
Activity Organization Queries for Location-Aware Heterogeneous Information Netwo...
Nov 15, 2021
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2 Views
Multi-head Attention with Hint Mechanisms for Joint Extraction of Entity and Rel...
Nov 15, 2021
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6 Views
Maximum (L, K)-Lasting Cores in Temporal Social Networks
Nov 15, 2021
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1 Views
Combining Oversampling with Recurrent Neural Networks for Intrusion Detection
Nov 15, 2021
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2 Views
Deep Attributed Network Embedding Based on the PPMI
Nov 15, 2021
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4 Views
Discovering Spatial Co-location Patterns with Dominant Influencing Features in A...
Nov 15, 2021
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3 Views
Cross-Domain Text Classification Based on BERT Model
Nov 15, 2021
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2 Views
Surface Defect Detection Method of Hot Rolling Strip Based on Improved SSD Model
Nov 15, 2021
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2 Views
An Improved CNNLSTM Algorithm for Automatic Detection of Arrhythmia Based on Ele...
Nov 15, 2021
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1 Views
Multi-scale Gated Inpainting Network with Patch-Wise Spacial Attention
Nov 15, 2021
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1 Views
Continuous Keystroke Dynamics-Based User Authentication Using Modified Hausdorff...
Nov 15, 2021
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2 Views
Deep Learning-Based Dynamic Community Discovery
Nov 15, 2021
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4 Views
Towards Expectation-Maximization by SQL in RDBMS
Nov 15, 2021
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5 Views
MLSH: Mixed Hash Function Family for Approximate Nearest Neighbor Search in Mult...
Nov 15, 2021
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2 Views