SSDBM 2021: INTERNATIONAL CONFERENCE ON SCIENTIFIC AND STATISTICAL DATABASE MANAGEMENT

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

A
Adversarial Autoencoder	Unsupervised Anomaly Detection For Time Series With Outlier Exposure
AI	What is special about spatial data science and Geo-AI?
analytic platform	Automatic Selection of Analytic Platforms with ASAP-DM
anomaly detection	Unsupervised Anomaly Detection For Time Series With Outlier Exposure
Approximate clustering	On Lowering Merge Costs of an LSM Tree
Array Database Systems	ArrayQL for Linear Algebra within Umbra
array databases	Subarray Skyline Query Processing in Array Databases
Automatic Differentiation	In-Database Machine Learning with SQL on GPUs
automatic selection	Automatic Selection of Analytic Platforms with ASAP-DM
B
Batch Processing	Online Landmark-Based Batch Processing of Shortest Path Queries
Best Paper	Best Paper Award Ceremony Speech Best Paper Runner-Up Speech 1 Best Paper Runner-Up Speech 2
Best Paper Award	SSDBM'21: Best Paper Awards Announcement
Best Student Paper	SSDBM'21: Best Paper Awards Announcement
Biclustering	Missing Data Patterns: From Theory to an Application in the Steel Industry
bitmap index	Caching Support for Range Query Processing on Bitmap Indices
bounding polygon	NIR-Tree: A Non-Intersecting R-Tree
C
caching	Caching Support for Range Query Processing on Bitmap Indices
Cloud	Panel talk: Alfredo Cuzzocrea
Cloud Databases	Panel talk: Daniel Deutch Panel talk: Daniel Abadi Panel talk: Minos Garofalakis
Column-oriented	On Lowering Merge Costs of an LSM Tree
containerization	SCHeMa: Scheduling Scientific Containers on a Cluster of Heterogeneous Machines
Coverage	MAMBO - Indexing Dead Space to Accelerate Spatial Queries
D
data documentation	SDTA: An Algebra for Statistical Data Transformation
Data Management	MISE: An Array-Based Integrated System for Atmospheric Scanning LiDAR
data mining	Automatic Selection of Analytic Platforms with ASAP-DM
Data Quality	Missing Data Patterns: From Theory to an Application in the Steel Industry
data transformation algebra	SDTA: An Algebra for Statistical Data Transformation
data-driven science	SCHeMa: Scheduling Scientific Containers on a Cluster of Heterogeneous Machines
database model	The Tensor-Relational Algebra, and Other Ideas in Machine Learning System Design
Databases	Panel talk: Alfredo Cuzzocrea
DB	Best Paper Award Ceremony Speech Best Paper Runner-Up Speech 1 Best Paper Runner-Up Speech 2
Dead-space	MAMBO - Indexing Dead Space to Accelerate Spatial Queries
Deep Learning	DJEnsemble: a Cost-Based Selection and Allocation of a Disjoint Ensemble of Spatio-temporal Models
Denmark	Promotion of SSDBM 2022
depth-first traversal	Accelerating Depth-First Traversal by Graph Ordering
DFS	Accelerating Depth-First Traversal by Graph Ordering
Distributed Algorithms	Distributed Enumeration of Four Node Graphlets at Quadrillion-Scale
distributed processing	Subarray Skyline Query Processing in Array Databases
F
Florida	SSDBM'21: Welcome & Opening Remarks
FPGA acceleration	MASCARA-FPGA cooperation model: Query Trimming through accelerators
Frequent itemsets mining	Frequent Itemsets Mining with a Guaranteed Local Differential Privacy in Small Datasets
Fully decentralized protocol	Practical Fully-Decentralized Secure Aggregation for Personal Data Management Systems
G
Gaussian Processes	Local Gaussian Process Model Inference Classification for Time Series Data
GIS	What is special about spatial data science and Geo-AI?
GPU Acceleration	In-Database Machine Learning with SQL on GPUs
Graph databases	Automatic View Selection in Graph Databases
Graph Gene Algorithm	Automatic View Selection in Graph Databases
graph morphology representation	Graph-based Strategy for Establishing Morphology Similarity
Graph Neural Networks	NF-GNN: Network Flow Graph Neural Networks for Malware Detection and Classification
graph ordering	Accelerating Depth-First Traversal by Graph Ordering
graphical morphology	Graph-based Strategy for Establishing Morphology Similarity
Graphlet enumeration	Distributed Enumeration of Four Node Graphlets at Quadrillion-Scale
H
Hybrid type discovery	HInT: Hybrid and Incremental Type Discovery for Large RDF Data Sources
I
In-Database Machine Learning	In-Database Machine Learning with SQL on GPUs
Incrementality	HInT: Hybrid and Incremental Type Discovery for Large RDF Data Sources
Indexing	MAMBO - Indexing Dead Space to Accelerate Spatial Queries
K
Knowledge Graphs	Bio-SODA: Enabling Natural Language Question Answering over Knowledge Graphs without Training Data
L
Landmark-embedding	Online Landmark-Based Batch Processing of Shortest Path Queries
Learned Distribution Index	On Lowering Merge Costs of an LSM Tree
LiDAR	MISE: An Array-Based Integrated System for Atmospheric Scanning LiDAR
Linear Algebra	ArrayQL for Linear Algebra within Umbra
LMU Munich	Best Paper Runner-Up Speech 1
Local differential privacy	Frequent Itemsets Mining with a Guaranteed Local Differential Privacy in Small Datasets
Locality sensitive hashing	HInT: Hybrid and Incremental Type Discovery for Large RDF Data Sources
M
machine learning	NF-GNN: Network Flow Graph Neural Networks for Malware Detection and Classification The Tensor-Relational Algebra, and Other Ideas in Machine Learning System Design
Machine Learning and Databases	DJEnsemble: a Cost-Based Selection and Allocation of a Disjoint Ensemble of Spatio-temporal Models
Main-Memory Database Systems	ArrayQL for Linear Algebra within Umbra In-Database Machine Learning with SQL on GPUs
Malware Detection	NF-GNN: Network Flow Graph Neural Networks for Malware Detection and Classification
MapReduce Framework	Distributed Enumeration of Four Node Graphlets at Quadrillion-Scale
Mining of Graph Datasets	Distributed Enumeration of Four Node Graphlets at Quadrillion-Scale
Missing Data	Missing Data Patterns: From Theory to an Application in the Steel Industry
morphology evolution	Graph-based Strategy for Establishing Morphology Similarity
morphology similarity	Graph-based Strategy for Establishing Morphology Similarity
multi-objective optimization	MoParkeR : Multi-objective Parking Recommendation
multidimensional indexing	NIR-Tree: A Non-Intersecting R-Tree
N
Natural Language Processing	Bio-SODA: Enabling Natural Language Question Answering over Knowledge Graphs without Training Data
Neural Networks	Local Gaussian Process Model Inference Classification for Time Series Data NF-GNN: Network Flow Graph Neural Networks for Malware Detection and Classification
P
Paper Selection	SSDBM'21: Submission Review Process and Statistics
Pareto front	MoParkeR : Multi-objective Parking Recommendation
parking recommendation	MoParkeR : Multi-objective Parking Recommendation
Parking sensor	MoParkeR : Multi-objective Parking Recommendation
Pattern Detection	Missing Data Patterns: From Theory to an Application in the Steel Industry
Personal Data Management Systems	Practical Fully-Decentralized Secure Aggregation for Personal Data Management Systems
Predictive Query	DJEnsemble: a Cost-Based Selection and Allocation of a Disjoint Ensemble of Spatio-temporal Models
Probabilistic Graphs	Truss Decomposition on Large Probabilistic Networks using H-Index Distributed Enumeration of Four Node Graphlets at Quadrillion-Scale
Program Committee	SSDBM'21: Submission Review Process and Statistics
Q
query optimisation	MASCARA-FPGA cooperation model: Query Trimming through accelerators
query optimization	Caching Support for Range Query Processing on Bitmap Indices
Query Processing	Caching Support for Range Query Processing on Bitmap Indices Panel talk: Alfredo Cuzzocrea Panel talk: Daniel Deutch Panel talk: Daniel Abadi Panel talk: Minos Garofalakis
Question Answering	Bio-SODA: Enabling Natural Language Question Answering over Knowledge Graphs without Training Data
R
Ranking	Bio-SODA: Enabling Natural Language Question Answering over Knowledge Graphs without Training Data
RDF	HInT: Hybrid and Incremental Type Discovery for Large RDF Data Sources
RDF/S	WBSum: Workload-based Summaries for RDF/S KBs
Relational Algebra	ArrayQL for Linear Algebra within Umbra
reproducibility	SCHeMa: Scheduling Scientific Containers on a Cluster of Heterogeneous Machines
S
Scalability	Panel talk: Daniel Deutch Panel talk: Daniel Abadi Panel talk: Minos Garofalakis
SciDB	MISE: An Array-Based Integrated System for Atmospheric Scanning LiDAR
Scientific Data	MISE: An Array-Based Integrated System for Atmospheric Scanning LiDAR
Secure aggregation	Practical Fully-Decentralized Secure Aggregation for Personal Data Management Systems
semantic caching	MASCARA-FPGA cooperation model: Query Trimming through accelerators
semantic similarity	Graph-based Strategy for Establishing Morphology Similarity
Semantic Summaries	WBSum: Workload-based Summaries for RDF/S KBs
Sensor Data	Missing Data Patterns: From Theory to an Application in the Steel Industry
Shortest Paths	Online Landmark-Based Batch Processing of Shortest Path Queries
Small datasets	Frequent Itemsets Mining with a Guaranteed Local Differential Privacy in Small Datasets
Social Networks	Truss Decomposition on Large Probabilistic Networks using H-Index
Spatial Data	MAMBO - Indexing Dead Space to Accelerate Spatial Queries What is special about spatial data science and Geo-AI?
Spatio-temporal Databases	DJEnsemble: a Cost-Based Selection and Allocation of a Disjoint Ensemble of Spatio-temporal Models
Spatio-temporal indexing	Sub-trajectory Similarity Join with Obfuscation
spinodal decomposition	Graph-based Strategy for Establishing Morphology Similarity
SSDBM	SSDBM'21: Best Paper Awards Announcement
SSDBM 2021	SSDBM'21: Welcome & Opening Remarks SSDBM'21: Submission Review Process and Statistics
SSDBM 2022	Promotion of SSDBM 2022
statistical data	SDTA: An Algebra for Statistical Data Transformation
Steel Industry	Missing Data Patterns: From Theory to an Application in the Steel Industry
subarray skyline	Subarray Skyline Query Processing in Array Databases
T
Tampa	SSDBM'21: Welcome & Opening Remarks
tensor	The Tensor-Relational Algebra, and Other Ideas in Machine Learning System Design
time series	Unsupervised Anomaly Detection For Time Series With Outlier Exposure
Time Series Classification	Local Gaussian Process Model Inference Classification for Time Series Data
Time-series	DJEnsemble: a Cost-Based Selection and Allocation of a Disjoint Ensemble of Spatio-temporal Models
Trajectory join	Sub-trajectory Similarity Join with Obfuscation
Trajectory similarity	Sub-trajectory Similarity Join with Obfuscation
tree	NIR-Tree: A Non-Intersecting R-Tree
Truss Decomposition	Truss Decomposition on Large Probabilistic Networks using H-Index
U
University of Copenhagen	Promotion of SSDBM 2022
University of Melbourne	Best Paper Runner-Up Speech 2
University of Michigan	Best Paper Award Ceremony Speech
Usability	MISE: An Array-Based Integrated System for Atmospheric Scanning LiDAR
V
View selection	Automatic View Selection in Graph Databases
W
Workload	WBSum: Workload-based Summaries for RDF/S KBs
Write-optimized	On Lowering Merge Costs of an LSM Tree

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