ICCS 2022: INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE
TALK KEYWORD INDEX

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

0
01 Knapsack Problem
3
30-day readmission
3D CNN
3d Latent Factor Model
A
A64FX
absolute binding free energy (ABFE)
Absolute bond elongation
access
Accuracy
Action recognition
activation function
Activity recognition
Actors
adaptation of variation operators' parameters
Adaptive collocation
adaptive networks
Adaptive partition
Adaptivity
Adjacency Matrix
adjoint
Adsorption
Advection-Diffusion-Reaction
Adversarial autoencoder
Adversarial neural networks
affective computing
Ageing
Agent Based Modelling
agent-based model
Agent-based modeling
Agent-Based Modelling
Agent-Based Simulation
algebraic attacks
algorithm complexity
algorithmic differentiation
Algorithms
Allen-Cahn equation
Alternative fuel vehicle
Amorphous polyethylene
Analog sound
analytic hierarchy process
Ancilla Qubit
Anomaly detection
Antenna design
Aorta
Application case studies
Approximate Learning
ARIMA
arterial hypertension
artificial intelligence
Artificial neural networks
Atmoshperic pollution reduction methods
attributed graph
Australian rules football
Authentication
auto-scaling
automated guided vehicles
automatic differentiation
automatic evaluation
automation
autonmous laboratories
autonomous guided vehicles
autoregressive model
AWS Lambda
B
B-N co-doping
B-spline
Bank Default
Batch Linear Algebra
Bayesian Inference
Bayesian Inverse Problems
Bayesian Network
Bayesian networks
BERT-BiLSTM
bi-clustering
BiLSTM
Binary compressive sensing
Binary search
Binding affinity
Bioheat
Bioinformatics
biological process model
biomechanic
Biomedical signals
Block cipher
blockchain
Blood flow simulation
Bond-based
Boosted ensemble learning
Bootstrap sampling
Bottleneck
Bound state
boundary value problems
Brittle Fracture Model
Bubble plots
Bubbly flow
buildings
Bézier curves
C
Calibrating and validating pedestrian dynamics models
calibration window
Cancer
Cancer cells
Caputo derivative
Cardiac Mechanics
CAS
catalysis
categorical feature encoding
causal inference
cell packing
Cellular Automaton
CFD
CGAN
chain code
change-point detection
chaos
Chaotic MD
Chart data extraction
Chart images
Chart type classification
Chemical synapse
Chemistry Tabulation
chicken swarm optimization
Chinese Language Processing
Circle geometry
Circle Hough Transform (CHT)
Classification
Classifier committee
Clique Cover
cloud
cloud computing
cluster head selection
clustering
CNN
co-circulation
Coarse grain models
coarse-grid optimization
Code generation
Coevolution
Cognition
Collective behavior
Collective intelligence
Collective of classifiers
collocation method
Combinatorial optimization
Communication Aggregation
Community detection algorithms
Comorbidity
compartmental models
Competition
complex integrals
Complex Networks
Complex systems
compression
Computational design
Computational fluid dynamics
computational geometry
Computational health
computational insects
Computational mathematics
Computational Modeling
computational modelling
Computational optimization
computational science
compute budget
Computed tomography
computer model
computer vision
consensus methods
Contextual Embeddings
Contextual Features
Contextual-based GCN
Contrast-enhanced MRI
Control volume method
convex hull
convex optimization
Conveyors
Convolutional Neural Network
Convolutional Neural Network (CNN)
convolutional neural networks
Correction
counterfactual inference
COVID-19
Crank-Nicolson
Cross-correlation function
cross-language NLP
crossover
Crowd simulation
Cryptanalysis
Cryptography
Cultural Heritage
Curriculum learning
Curve fitting
customer requirements
customized target encoding
Cyberbullying detection
Cybersecurity
D
D-Wave
D-Wave Advantage
Damage
Data acquisition and visualization
data aggregations
data allocation
Data analysis
data assimilation
Data augmentation
data clustering
data collection
Data Fitting
Data Gathering
Data integration
Data Mining
Data modelling and simulation
data placement
Data Skew
Data stream processing
data visualization
Data-flow computing
Dataset design
DCT
Decisional DNA
deep active subspaces
Deep Autoencoders
Deep learning
Deep Neural Network
deep neural networks
Deep Reinforcement Learning
DeepAR
delay
Dense Graphs
Densest Subgraphs
derivational morphology
Detection of Multiword Expressions
developer pain points
DG
diameter
differential equations
differential evolution
Diffusion
Digital Annealer
digital divide
Digital Health
Digital platforms
Digital sound
Directed intervals
discrete logarithm problem
discrete optimization
Discrete time models
Discrete wavelet transform (DWT)
Discrete-Event Simulation
discretization
dissonance
Distance metrics
distributed computing
Distributed Consensus
Distributed Optimization
Domain decomposition
Domain specific language
domain specific languages
Dot plots
DPG method
drift detection
drug discovery
Drug release
DSCAN
Dynamic correlation
Dynamic Knowledge Graph
dynamics
E
E3SM Land Model
Earth Science
Earth System Models
earthquakes
Earthquakes.‎
economy modeling
Ecosystem Dynamics
edge analytics
edge computing
Education
education computational science
Education for Sustainable Development
Educational facilitation tool
EEG
Effective models
Efficient Quantum Algorithms
Elastic-plastic problem
elastoplastic problems
elderly patients readmission
electricity price forecasting
Electrocardiography (ECG)
empirical measures
empirical risk minimization
Endoscopy Image processing
Endothelial Cells
energy efficiency
energy-aware computing
Engineering optimization and design
Enhanced oil recovery
Ensemble forecasting
Ensemble Kalman Filter
ensemble methods
ensemble of numerical solutions
Entropy
Environment protection
Environmental Education
EOS
error analysis
error based exploration
Ethereum
Euler equations
Evapotranspiration
Event Extraction
event sequence
Event-driven system architecture
evolutionary algorithm
Evolutionary algorithms
Exascale Energy Earth System Model
Excitation-Inhibition balance
Experimental and Observational Science
Explainability
Explainable AI
explainable artificial intelligence
explainable machine learning
Exponential integrators
expressed opinion
Extracellular matrix
Extraction
Extreme Events
Eye Tracking
F
Face recognition
Facility location problem
Fast PIES
FastCAM
feature importance
feature representations
Federated learning
Ferrofluid
File Type Identification
Filtering
Finance and Economics
finite element
Finite element method
Finite volume method
firm dynamics
flapping airfoil
flapping flight
Flow in porous media
Fluid Dynamics
fluid-structure interaction
fMRI
Foam Dynamics
food-water-energy systems
Football
Forced Displacement
Forecasting
Forecasting time series with multiple seasonality
Forward Degree Cumulative
Forward Neighbours
Fractional differential equations
Fracture
fragility assessment
Free Music Archive Dataset
Function Classification
functional approximation
functional programming
Functional Unit Testing
Fuzzy bounding
Fuzzy Cognitive Maps
fuzzy logic
G
gait simulation
game data mining
gas price
Gaussian-based oversampling
Gene expression
Gene expression programming
General metaheuristic
Generative Adversarial Networks
Generative Models
Genetic Algorithm
Genetic Algorithms
Geo-Social Groups
Geo-Social Networks
geospatial information
GIS
Glazier-Graner-Hogeweg model
global optimization
Global Sensitivity Analysis
Global surrogate modeling
Goal-Oriented Adaptivity
Goal-oriented finite element method
GPS sensors
gpu
GPU acceleration
GPU Computing
GPU parallel algorithm
Gradient Boosting Decision Trees
gradient-based search
Granular Computing
Graph Convolutional Network
graph embedding
graph embedding retrofitting
Graph Learning
Graph Neural Networks
Graph Partitioning
green computing
Group Model Building
Group modeling
H
Hadamard matrix
Hadoop framework
harmonization
Hashing Algorithm
Hashing Efficiency
hat function
Head-mounted display
Health Economic Evaluation
Health Network
healthcare
heart attack prediction
heart attack risk
heart failure
Heart Rate (HR) Detection
Heavy tail Distribution
helicopter
Helmholtz equation
HerBERT
heterogeneous computing
Heterogeneous Graph
Heterogeneous multiscale model
heterogeneous treatment effects
Heuristic Method
Hidden service
Hierarchical Relationship
hierarchically compressed matrix
High Content Screening
High Performance Computing
High-dimensional data
high-dimensional simulation
high-dimensional uncertainty propagation
high-order
High-Performance Computing
Higher order approximation
home care patients readmission
Homogenization
Hopping Features
HPC
HPC cost
Huffman coding
Hybrid Classical-Quantum Algorithms
hybrid parallelism
Hydrogen
Hyper-parameter selection
Hyperthermia
I
ICU Bed Capacity Management
image analysis
Image classification
Image Enhancement
Imbalance learning
imbalanced data
implicit function
Impression Curve
Income sharing
incremental dynamic analysis
Incremental learning
Infarct
Infinite-dimensional Stochastic Differential Equation
Inflammatory Bowel Disease
influenza
Information retrieval
Information theft
Information Visualization
instance mappings
Integro-Riccati equation
Interactive Map
Interdisciplinarity
Internet of Things
Interpolation
Intersection Matrix
Interval arithmetic
Interval numbers
intracellular material transport
Intrusion Detection
Invasiveness
Inventory Control
inverse design
Inverse dynamic problem
inverse models
Inverse Problem
IoT
Ischemia
Isogeometric Analysis
iterations
Iterative reconstruction algorithms
iterative solvers
J
Jetson Xavier NX
Julia
K
k-count
K-modes
Karhunen-Loève Expansion
KEPLER
kidney cancer
Knapsack
knowledge about project
knowledge base
Knowledge discovery
Knowledge Discovery in Databases
Knowledge Graph
Knowledge Graphs
knowledge management
Kubernetes
L
LABS
LaBSE
Land use
Landau-Zener
language-agnostic representation
Large deviations
LASER
Latency
Lattice Boltzmann Method
learning from data streams
learning representations
Left ventricle
level design
Level-set method
Lexical Substitution
Ligand binding pockets
Lightcurve inversion
Linear accelerator
linear algebra
local Lyapunov exponents
local search
Local Sensitive Hashing (LSH)
Local Triangle Count
logistic regression
Long Covid
Long Short-Term Memory
Long timescale
long-short term memory
low-discrepancy sequences
LSTM
LSTMs
Lysosomal storage disease
M
machine learning
Machine learning Explainability
macromolecular structural ensembles
Magnetic field
Mahalanobis distance
Malicious Traffic Detection
Malware Detection
manufacturing tolerances
MapReduce model
marketing
Markov Chain Monte Carlo
Mass transfer
Materials and Molecules
Mathematical didactics
Mathematical modeling
Mathematical Modelling
mathematics of computing
matrix-vector multiplication
MAX-SAT
Maximum Matching
Mechanistic modelling
Mechanosensors
Mechanotransduction
Medical Imaging
Medical simulator training
medieval Bohemia
MEEK
Memory Requirements
mesh reconstruction
Mesh refinement
Meshless FDM
Meta-Classifier
Meta-learning
Metabolomics
Metadata Quality
metagenomics
Metaheuristic
Metallic nanoparticle
methodological framework
MgNet
microvascular simulation
Microwave design
Migration Simulation
Missing data
Mixed formulations
Mixed Precision
mobile video games
Model Optimization
model uncertainty
Model validation
Modeling
modelling
Modelling and simulation
Modularity
molecular dynamics
Molecular dynamics simulation
Monarch Butterfly Optimization
morpho-semantic relations
Morphodynamics
Motion models
Motion planning
moving grids
Multi-agent simulation
Multi-agent systems
Multi-Controlled Toffoli Gate
multi-criterial optimization
Multi-Level
Multi-level fusion
Multi-task Learning
multiagent models
multiclass classification
MultiEmo
multigrid methods
Multilevel Methods
Multimodal Recommendations
Multiobjective optimization
Multiple Dispatch Rules
multiple imputation
Multiple Instance Learning
multiple occurrences
Multipoint method
multiresolution molecular simulation
Multiscale modelling
Multivariate time series
Multiword Expressions
musculoskeletal model
music generation
Music Genre Recognition
Music information retrieval
Musical instruments identification
Myocardial perfusion
N
n-qubit Toffoli gate
n-type diamond
NAM
nanopore sequencing
Narrow passage
Narrowest-Over-Threshold method
Natual Lanugage Processing
Natural Disasters
Natural Language Processing
Nature Language Processing
Nature-inspired Algorithms
NetLogo
Network Congestion
Network flow
network lifetime
Network mining
Network Security
Network training
network-on-chip
Networks
neural language models
Neural Network
Neural network compression
Neural Network models
neural networks
neuro-symbolic
neuroevolution
neuroevolutionary algorithms
neuron
Neuronal dynamics
Neutron scattering
New Benchmark Dataset
News Analytics
Niemann-Pick type C
NISQ era
Node communication graph
Non-linear estimation
Non-parametric and Parametric Probability Distribution
Non-regular material data
Nonconforming time grids
nondestructive evaluation
Nonlinear analysis
Nonlinear Dynamics
nonmatching grids
numerical model-ling
numerical simulation
O
oblique shock
Ocean Modelling
Oil and gas reservoirs
Oncological radiotherapy
One-class support vector machine
Online
Ontology
ontology alignment
Ontology-Driven Software Generation
open-set classification
OpenACC
OpenFOAM
OpenSHMEM
opinion dynamics
opinion mining
Optical Network Modeling and Optimization
Optimal Computational Strategy
optimal interventions
optimal path planning
Optimal test functions
Optimization
Optimization Problems
Ordering
Ordinary Differential Equations
organized point clouds
out-of-distribution detection
Outfit Recommendations
outlier detection
over-sampling
Oversampling
overset methods
P
PageRank
Pandemic Crisis Management
Parabolic Problems
Parallel Computing
Parallel Modelling
parallel processing
parallel-in-time approaches
parameter estimation
parameter variability
Parameterization
parametric integral equation system
parametric integral equation system (PIES)
Parametric partial differential equations
Parametrisation
Partial Differential Equations
Partial order delivery
Particle swarm optimization
Pattern-based representation of time series
patterns
PDE-constrained optimization
PDEs
PDPTW
Pedestrian dynamics models
Performance analysis
performance evaluation
performance levels
Peridynamic
Perimeter Tracking
Permeation
PGAS
Phase change
Phase-field
Physical environment modelling
Physics Guided Neural Networks
Physics informed neural networks
physics-based
physics-based simulations
Physics-informed neural networks
Pie charts
PIES
platform as a service (PaaS)
PLGA (poly lactic-co-glycolic acid)
plWordNet
PNES
PolEmo 2.0
Polish language
Polynomial Chaos Expansion
Population Generation
Porous media
Positional data
positive unlabeled learning
Post-thrombotic Syndrome
PPG
predict treatment outcome
Predictability
Prediction
predictive maintenance
preprocessing
principal directions
Privacy
Privacy paradox
Privacy Security
private and public opinion
PRNG
probabilistic forecasting
Probability of Default
Probing tasks
Productivity
programming
project planning
project success
project uncertainty
Protein Protein Interaction Networks
Protein-ligand binding
Pseudo-dual Operator
pseudo-Newton method
Pseudoinverse matrix
Public garden
Public Health
Public Health Observatory
public transport
Pulmonary Hypertension
Python
Q
QAOA
QR Factorization
Quadratic unconstrained binary optimisation
qualitative data
Quality of service
quantum algorithm
quantum annealing
Quantum Authentication
Quantum Circuit
Quantum circuits
Quantum Computing
quantum error correction
quantum information theory
Quantum Optimal Control
quantum sampling
Quantum Simulation
Quantum-Classical Architectures
Quantum-Inspired
quasi-Monte Carlo
Quaternion-Based Model
QUBO
QUBO Formulation
QUIC-Fire
R
R-GCN
Random Forests
Randomized neural networks
Rapidly exploring random tree
Rare Disease
Rate of Penetration model
rational approximation
RCE
RDBMS Framework
Real-time
Recommender System
Recommender Systems
Recurrent Neural Networks
red blood cells
Reduced fracture model
Reduced Order Modeling Combustion
Reduced order modelling
refined isogeometric analysis
Refugee simulation
Refugees
Regression
regularization
relation classification
Remote Photoplethysmography
removing obscenities
Repast
Representation Learning
research software
Research Software Engineering
Reservoir Computing
Reservoirs analogues
residential buildings
Residual minimization
Resource
Respiratory organ
response features
Retirement
Retrofitting of Buildings
Riemann-Liouville derivative
RNN
ROCK
root-finding
Rough Set
Route minimization
Rules
runtimes
S
Sample-based algorithms
SARS-CoV-2
Scalability
Scalable Cryptography Algorithm
Scaling
Scatter plots
Scene Analysis
Scene Classification
scheduling
scientific software
Scientific Software Ecosystem
Scientific workflow
scientific workflow management
scientific workflows
scoring systems
Sea Ice
Search and Optimization
Security Games
Sediment transport
Selectors
Self-evolving Network
self-propulsion
Self-supervised learning
Self-supervision
semantic networks
Semi-linear problems
Sensitivity analysis
sensor networks
Sentence-level sentiment analysis
sentiment analysis
Sequence To Sequence
serial episode
serverless computing
session-based recommendation
Set Recommendations
Shallow water flows
Shape and image texture extraction
Short-term load forecasting
short-term memory
Side Information
similarity estimation
Similarity join operations
Similarity Queries
Simulation
Simulation decomposition
Simulation scalability
simulation-based design
simulation-based optimisation
simulation-driven optimization
Simulations
Singapore
sky camera
smallest enclosing ball
Smallest enclosing circle
Smart irrigation
smart production
Sobol’ indices
social influence
Social media
Social Media Sentiment Analysis
social network analysis
Social networks
social recommendation
software artifacts
software documentation
Software framework
software quality
Software Testing
Soil bacteria
solitary behavior
Solubility and diffusion
Sparse Graph
sparse matrix
Sparse optimization
sparse sensitivity updates
Spatial pattern
Spatial Prisoner’s Dilemma game
spatial redistribution
Spatial-temporal predictions
Special relativity
Speck
Spectral clustering
Spiking neurons
Spline interpolation
Sports Action Dataset
SQL Injection
Stance detection
State Constraints
State-Space Parameterization
Statistical Analysis
Statistical methods
Steel solidification
STEM
Stochastic Control in Infi-nite-Dimension
Stochastic Gradient Descent
Stock Prediction
stream processing
Stress analysis
Structural health monitoring
Structural Pounding
Structural Vibrations
Student success prediction
Subgraph
super-resolution
Supervised machine learning
Support Vector Machines
Surfaces
Surfactants and polymers
surrogate model
surrogate modeling
surrogate-assisted design
Survey
Swarm Intelligence
Swarm Optimization algorithms
Symbolic calculations
Synthetic population
System dynamics
System Dynamics Modelling
T
Tabu search
Task-based parallelism
Taxonomy
Taylor-Green vortex
Tcl programming
TCP
teaching
Temporal Graphs
Temporal models
temporal networks
Tensor Core
Tensor decomposition
Tensor train decomposition
termination criteria
Text recognition
text style transfer
the Beavers–Joseph–Saffman condition
the coupled Stokes-Darcy problem
Thermal inversions
Thermal radiation
thermodynamic integration with enhanced sampling (TIES)
Threat Intelligence
Three-body problem
thresholded Lasso
tigers
Tightly coupled model
time series
Time Series Attention
Time series database
Time-dependent Steklov-Poincaré operator
Time-series
TimescaleDB
Toffoli gate
Tor
Traffic analysis
Traffic Demands
traffic jam and swirl
Traffic prediction
Training data
trajectory optimisation
Transactional data
Transfer Learning
transformer
transformers
trimmed surfaces
Trust Region Methods
Tuberculosis
Tumor Growth
Tweeting Factory
Twisted motion
Two scale model
Two-dimensional turbulence
U
Ultraweak formulation
Uncertain Lead time
uncertainty
Uncertainty Mitigation
Uncertainty Quantification
Unconditional energy stability
unorganized point clouds
unpredictability
Unrefinements
Unstructured flux-limiters
Unstructured meshes
urban data
Urban traffic simulation
User Behavior
User Interface
user manual
User Studies
User study
Uterus images
V
Validation
validation methods
Van der Pol oscillator
Variational Quantum Classifier
Variational Splitting
VASP
vectorization
Vehicle routing problem
Venous model
ventilator splitting
Verification
virtual environments
virtual humans
Virtual Reality
Visual Analytics
visualisation
Visualization Personalization
Voting rules
W
wave propagation
Wavelet Scattering Transform
wavelet-based adaptive simulations
WCETs
Weakly-supervised learning
wide area file transfers
Wide Ensemble
Wildland Fire
word formation
word sense disambiguation
Workload Characterization
X
xai
Z
Zero-Shot Learning
‎Viscous Damper