BDA 2022: BDA 2022

This page contains an index consisting of author-provided keywords.

A
anomaly detection	A Meta-level Analysis of Online Anomaly Detectors
B
big data	A scalable framework for large time series prediction
C
Causality in Databases	From Database Repairs to Causality in Databases and Beyond
Challenges	Big Data Analytics for Healthcare
chase	Parallelisable Existential Rules: a Story of Pieces
claim detection	Statistical Claim Checking: StatCheck in Action
classification	Data quality in the context of classification
Comparisons	Automatic generation of comparison notebooks for interactive data exploration
Complex Constraints	Guided Task Planning Under Complex Constraints
computational fact-checking	Statistical Claim Checking: StatCheck in Action
Computing Continuum	Reproducible Performance Optimization of Complex Applications on the Edge-to-Cloud Continuum
Consistent query answering	From Database Repairs to Causality in Databases and Beyond
Constraint Markov Decision Process	Guided Task Planning Under Complex Constraints
D
data analysis	The Tucker tensor decomposition for data analysis: capabilities and advantages
data discovery	Abstra: Toward Generic Abstractions for Data of Any Model
data errors	Data quality in the context of classification
Data Exploration	EDA4SUM: Guided Exploration of Data Summaries Guided Exploration of Data Summaries
data journalism	Statistical Claim Checking: StatCheck in Action
Data management	Big Data Analytics for Healthcare Data centric digital twin drive Industry 4.0
Data mining	Détection de type sémantique dans les données tabulaires par apprentissage automatique à l'aide de données synthétiques
Data processing and analytics	On Helicopter Big Data Processing and Analytics
data quality	Data quality in the context of classification
data repairing	Data quality in the context of classification
data series	Deep Learning Embeddings for Data Series Similarity Search
Data Summarization	EDA4SUM: Guided Exploration of Data Summaries Guided Exploration of Data Summaries OptiRef : optimisation pour la gestion de données dans les bases de connaissances Abstra: Toward Generic Abstractions for Data of Any Model Gestion de données efficace dans les bases de connaissances
Database Repairs	From Database Repairs to Causality in Databases and Beyond
Database theory	Functional dependencies with predicates: what makes the g3-error easy to compute?
Database-as-a-Service	Cost-Effective Dynamic Optimisation for Multi-Cloud Queries
Datalog	Efficient Provenance-Aware Querying of Graph Databases with Datalog Parallelisable Existential Rules: a Story of Pieces
description logic	Recursive Pattern Queries Over EL-Ontologies
Description Logic EL	Computing EL minimal modules: a combined approach
Digital Tourism	Propagation Measure on Circulation Graphs for Tourism Behavior Analysis
Digital twins	Data centric digital twin drive Industry 4.0
dimension reduction	A scalable framework for large time series prediction
Données de vente	Retrodata : visualisation automatique de données de vente
Dynamic graph	Scalable Analytics on Multi-Streams Dynamic Graphs
Dynamic Programming	Efficient Provenance-Aware Querying of Graph Databases with Datalog
Dynamic Query Optimisation	Cost-Effective Dynamic Optimisation for Multi-Cloud Queries
E
Edge computing	Edgelet Computing: Pushing Query Processing and Liability at the Extreme Edge of the Network
entity-relationship model	Abstra: Toward Generic Abstractions for Data of Any Model
existential rules	Parallelisable Existential Rules: a Story of Pieces
Exploratory Data Analysis	Automatic generation of comparison notebooks for interactive data exploration
F
Flight data	On Helicopter Big Data Processing and Analytics
functional dependencies	Functional dependencies with predicates: what makes the g3-error easy to compute? Provenance-aware Discovery of Functional Dependencies on Integrated Views
G
g3-error	Functional dependencies with predicates: what makes the g3-error easy to compute?
Gaussian Mixture Models	DiscoPG: Property Graph Schema Discovery and Exploration
Graph Data management	Towards Speeding Up Graph-Relational Queries in RDBMSs
Graph Data Mining	Propagation Measure on Circulation Graphs for Tourism Behavior Analysis
graph databases	Efficient Provenance-Aware Querying of Graph Databases with Datalog A Reachability Index for Recursive Label-Concatenated Graph Queries
Graph management	Towards Speeding Up Graph-Relational Queries in RDBMSs
Graph management systems	Clock-G: A temporal graph management system with space-efficient storage technique
graph queries	Integrating connection search in graph queries
graph query	A Reachability Index for Recursive Label-Concatenated Graph Queries
H
Healthcare Analytics	Big Data Analytics for Healthcare
I
Incomplete relational databases	OptiRef : optimisation pour la gestion de données dans les bases de connaissances Gestion de données efficace dans les bases de connaissances
Indexes	Towards Speeding Up Graph-Relational Queries in RDBMSs
indexing	Deep Learning Embeddings for Data Series Similarity Search
Industry 4.0	Data centric digital twin drive Industry 4.0
Information leakage	Data Leakage Mitigation of User-Defined Functions on Secure Personal Data Management Systems
information retrieval	Statistical Claim Checking: StatCheck in Action
Insights	Automatic generation of comparison notebooks for interactive data exploration
K
keyword search	Integrating connection search in graph queries
Knowledge discovery	Détection de type sémantique dans les données tabulaires par apprentissage automatique à l'aide de données synthétiques
M
Machine learning	TSPred: A framework for nonstationary time series prediction Détection de type sémantique dans les données tabulaires par apprentissage automatique à l'aide de données synthétiques
meta-learning	A Meta-level Analysis of Online Anomaly Detectors
Methodology	Reproducible Performance Optimization of Complex Applications on the Edge-to-Cloud Continuum
Middleware	Cost-Effective Dynamic Optimisation for Multi-Cloud Queries
Module	Computing EL minimal modules: a combined approach
Multi-Cloud	Cost-Effective Dynamic Optimisation for Multi-Cloud Queries
multi-stream graph processing	Scalable Analytics on Multi-Streams Dynamic Graphs
N
neural networks	Deep Learning Embeddings for Data Series Similarity Search
nonstationarity	TSPred: A framework for nonstationary time series prediction
O
OBDA	Parallelisable Existential Rules: a Story of Pieces
online algorithms	A Meta-level Analysis of Online Anomaly Detectors
ontology	Computing EL minimal modules: a combined approach Parallelisable Existential Rules: a Story of Pieces
OppNet	Edgelet Computing: Pushing Query Processing and Liability at the Extreme Edge of the Network
Optimization	Reproducible Performance Optimization of Complex Applications on the Edge-to-Cloud Continuum
P
pattern containment	Recursive Pattern Queries Over EL-Ontologies
Performance	RDF_QDAG in action: Efficient RDF Data querying at scale
performance evaluation	A Meta-level Analysis of Online Anomaly Detectors
Personal Data Management Systems	Data Leakage Mitigation of User-Defined Functions on Secure Personal Data Management Systems An Extensive and Secure Personal Data Management System Using SGX
Personnel data	Detecting and Explaining Privacy Risks on Temporal Data
predicates	Functional dependencies with predicates: what makes the g3-error easy to compute?
prediction	TSPred: A framework for nonstationary time series prediction
Predictive maintenance	On Helicopter Big Data Processing and Analytics
preprocessing	TSPred: A framework for nonstationary time series prediction
Privacy Risks	Detecting and Explaining Privacy Risks on Temporal Data
property graphs	DiscoPG: Property Graph Schema Discovery and Exploration
provenance	Efficient Provenance-Aware Querying of Graph Databases with Datalog Provenance-aware Discovery of Functional Dependencies on Integrated Views
Q
Qualité des données	Retrodata : visualisation automatique de données de vente
Query containment	OptiRef : optimisation pour la gestion de données dans les bases de connaissances Gestion de données efficace dans les bases de connaissances
Query execution	Towards Speeding Up Graph-Relational Queries in RDBMSs
query languages	Integrating connection search in graph queries
Query optimization	OptiRef : optimisation pour la gestion de données dans les bases de connaissances Gestion de données efficace dans les bases de connaissances
R
Random forest	Détection de type sémantique dans les données tabulaires par apprentissage automatique à l'aide de données synthétiques
RDF Data	RDF_QDAG in action: Efficient RDF Data querying at scale
reachability index	A Reachability Index for Recursive Label-Concatenated Graph Queries
read-only present and historical queries	Scalable Analytics on Multi-Streams Dynamic Graphs
reasoning	Parallelisable Existential Rules: a Story of Pieces
Recommandations de POIs	Recommandation de trajectoires basée sur word2vec
refreshing semantics	Recursive Pattern Queries Over EL-Ontologies
Reinforcement Learning	EDA4SUM: Guided Exploration of Data Summaries Guided Exploration of Data Summaries
relaxed equality	Functional dependencies with predicates: what makes the g3-error easy to compute?
Reproducibility	Reproducible Performance Optimization of Complex Applications on the Edge-to-Cloud Continuum
Resiliency	Edgelet Computing: Pushing Query Processing and Liability at the Extreme Edge of the Network
RLC queries	A Reachability Index for Recursive Label-Concatenated Graph Queries
S
sampling	Deep Learning Embeddings for Data Series Similarity Search
Scalability	RDF_QDAG in action: Efficient RDF Data querying at scale
schema discovery	DiscoPG: Property Graph Schema Discovery and Exploration
Semirings	Efficient Provenance-Aware Querying of Graph Databases with Datalog
semistructured data	Abstra: Toward Generic Abstractions for Data of Any Model
Service-Level Agreement	Cost-Effective Dynamic Optimisation for Multi-Cloud Queries
similarity search	Deep Learning Embeddings for Data Series Similarity Search
Spanning Trees	Propagation Measure on Circulation Graphs for Tourism Behavior Analysis
SPARQL queries	RDF_QDAG in action: Efficient RDF Data querying at scale
Spatial RDF	RDF_QDAG in action: Efficient RDF Data querying at scale
statistical database	Statistical Claim Checking: StatCheck in Action
T
Task Planning	Guided Task Planning Under Complex Constraints
TEE	Edgelet Computing: Pushing Query Processing and Liability at the Extreme Edge of the Network
Temporal Data	Detecting and Explaining Privacy Risks on Temporal Data
Temporal graph traversal	Clock-G: A temporal graph management system with space-efficient storage technique
Temporal Graphs	Clock-G: A temporal graph management system with space-efficient storage technique
tensor	The Tucker tensor decomposition for data analysis: capabilities and advantages
tensor decomposition	The Tucker tensor decomposition for data analysis: capabilities and advantages
time series	TSPred: A framework for nonstationary time series prediction
Time series forecasting	A scalable framework for large time series prediction
Trajectoires de mobilité	Recommandation de trajectoires basée sur word2vec
transform	TSPred: A framework for nonstationary time series prediction
Transportation Networks	Efficient Provenance-Aware Querying of Graph Databases with Datalog
Trusted Execution Environment	Data Leakage Mitigation of User-Defined Functions on Secure Personal Data Management Systems An Extensive and Secure Personal Data Management System Using SGX
Tucker	The Tucker tensor decomposition for data analysis: capabilities and advantages
Tuple-generating dependencies	OptiRef : optimisation pour la gestion de données dans les bases de connaissances Gestion de données efficace dans les bases de connaissances
U
Untrusted Code	Data Leakage Mitigation of User-Defined Functions on Secure Personal Data Management Systems An Extensive and Secure Personal Data Management System Using SGX
User-defined functions	Data Leakage Mitigation of User-Defined Functions on Secure Personal Data Management Systems
V
variable automata	Recursive Pattern Queries Over EL-Ontologies
view specification	Provenance-aware Discovery of Functional Dependencies on Integrated Views
Visualisation automatique	Retrodata : visualisation automatique de données de vente
W
Word2Vec	Recommandation de trajectoires basée sur word2vec

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