ICCS 2022: INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE
PROGRAM

Days: Tuesday, June 21st Wednesday, June 22nd Thursday, June 23rd

Tuesday, June 21st

View this program: with abstractssession overviewtalk overview

09:20-10:10 Session 2: Keynote Lecture 1
09:20
Modelling and Simulation to Inform Policy Responses to Global Threats: Lessons from COVID-19 (abstract)
10:10-10:40Coffee Break
10:40-12:20 Session 3A: MT 1
10:40
ChemTab: A Physics Guided Chemistry Modeling Framework (abstract)
11:00
Interval modification of the fast PIES in solving 2D potential BVPs with uncertainly defined polygonal boundary shape (abstract)
11:20
Iterative solution for the narrow passage problem in motion planning (abstract)
11:40
Enhancing computational steel solidification by a nonlinear transient thermal model (abstract)
12:00
n-type B-N co-doping and N Doping in diamond from first principles (abstract)
10:40-12:20 Session 3B: MT 2
Location: Newton South
10:40
Developing an ELM Ecosystem Dynamics Model on GPU with OpenACC (abstract)
11:00
Batch QR Factorization on GPUs: Design, Optimization, and Tuning (abstract)
11:20
Towards a Scalable Set Similarity Join using MapReduce and LSH (abstract)
11:40
Calculation of Cross-correlation Function Accelerated by Tensor Cores with TensorFloat-32 precision on Ampere GPU (abstract)
12:00
TROPHY: Trust Region Optimization Using a Precision Hierarchy (abstract)
10:40-12:20 Session 3C: AIHPC4AS 1
Location: Darwin
10:40
Optimization-free Inverse Design of High-Dimensional Nanoparticle Electrocatalysts using Multi-Target Machine Learning (abstract)
11:10
Time-marching DPG scheme and adaptivity for transient partial differential equations (abstract)
11:30
Learning optimal test functions for goal-oriented FEM (abstract)
11:50
Characterising Metallic Nanoparticle Surfaces Using Unsupervised Machine Learning (abstract)
12:10
Application of the hierarchic memetic strategy HMS in neuroevolution (abstract)
10:40-12:20 Session 3D: COMS 1
Location: Newton North
10:40
Multi-Criterial Design of Antennas with Tolerance Analysis Using Response-Feature Predictors (abstract)
11:00
Analysis of parameters distribution of EEG signals for five epileptic seizure phases modeled by duffing Van der Pol oscillator (abstract)
11:20
Approach to Imputation Multivariate Missing Data of Urban Buildings by Chained Equations Based on Geospatial Information (abstract)
11:40
Non-Generic Case of Leap-Frog for Optimal Knots Selection in Fitting Reduced Data (abstract)
12:00
Expedited Optimization of Passive Microwave Devices Using Gradient Search and Principal Directions (abstract)
10:40-12:20 Session 3E: CCI 1
Location: Cavendish
10:40
Consensus algorithm for bi-clustering analysis (abstract)
11:00
Competition and Cooperation Mechanisms for Collective Behavior in Large Multi-Agent Systems (abstract)
11:20
Enhancing Decision Combination in Classifier Committee via Positional Voting (abstract)
11:40
Neuro-symbolic Models for Sentiment Analysis (abstract)
10:40-12:20 Session 3F: SOFTMAC 1
Location: Mead
10:40
Characterization of Foam‑Assisted Water-Gas Flow via Inverse Uncertainty Quantification Techniques (abstract)
11:00
Parallel fluid-structure interaction simulation (abstract)
11:20
DNS of mass transfer in bi-dispersed bubble swarms (abstract)
11:40
Adaptive Deep Learning Approximation for Allen-Cahn Equation (abstract)
12:00
Numerical simulation of an infinite array of airfoils with a finite span (abstract)
10:40-12:20 Session 3G: UNEQUIvOCAL 1
Location: Telford
10:40
Long timescale ensemble simulation in molecular dynamics: Application to ligand-protein interactions in three SARS-CoV-2 targets (abstract)
11:00
On the deep active subspace method (abstract)
11:20
Multilevel Delayed Acceptance MCMC: Cascading Distributions, Variance Reduction and Adaptive Error Models (abstract)
11:40
Forward Uncertainty Quantification and Sensitivity Analysis of the Holzapfel-Ogden Model for the Left Ventricular Passive Mechanics (abstract)
12:00
Automated variance-based sensitivity analysis of a heterogeneous atomistic-continuum system (abstract)
12:20-12:50 Session 4: Poster Session

The paper lineup is the same for all three Poster Sessions.

Location: Newton South
Particle Swarm Optimization Configures the Route Minimization Algorithm (abstract)
Applying machine learning to predict behaviorof bus transport in Warsaw, Poland (abstract)
Relativitization: a social simulation framework in 4D relativistic spacetime (abstract)
Pseudo-Newton Method with Fractional Order Derivatives (abstract)
Practical Aspects of Zero-Shot Learning (abstract)
Acceleration of interval PIES computations using interpolation of kernels with uncertainly defined boundary shape (abstract)
CXR-FL: Deep Learning-based Chest X-ray Image Analysis Using Federated Learning (abstract)
PIES with trimmed surfaces for solving elastoplastic boundary problems (abstract)
Linear computational cost implicit variational splitting solver with non-regular material data for parabolic problems (abstract)
A Hadamard matrix-based algorithm to evaluate the strength of binary sequences (abstract)
PDU: Experiment-driven phase distortion unraveling function for practical quantum error correction (abstract)
Wide ensembles of neural networks in music genre classification (abstract)
MultiEmo: Language-agnostic Sentiment Analysis (abstract)
Boundary geometry fitting with Bézier curves in PIES based on automatic differentiation (abstract)
Auto-scaling of scientific workflows in Kubernetes (abstract)
Mobile game evaluation method based on data mining of affective time-series (abstract)
Camp Location Selection in Humanitarian Logistics: A Multiobjective Simulation Optimization Approach (abstract)
A Unified Sense Inventory for Word Sense Disambiguation in Polish (abstract)
Post-Error Correction for Quantum Annealing Processor using Reinforcement Learning (abstract)
Machine-learning classification of short-term memory tasks in ROI-based fMRI data (abstract)
The importance of Scaling for an Agent Based Model: an illustrative case study with COVID-19 in Zimbabwe (abstract)
AI Classifications Applied to Neuropsychological Trials in Normal Individuals That Predict Progression to Cognitive Decline (abstract)
Deep Neural Networks and Smooth Approximation of PDEs (abstract)
A Machine Learning Framework for Fetal Arrhythmia Detection via Single ECG Electrode (abstract)
Framework for developing quantitative agent-based models based on qualitative expert knowledge: an organized crime use-case (abstract)
12:50-13:50Lunch
13:50-14:40 Session 5: Keynote Lecture 2
13:50
Big AI: Blending Artificial Intelligence and Physics-based Approaches to Build Virtual Humans (abstract)
14:50-16:30 Session 6A: MT 3
14:50
Developing a Scalable Agent-Based Model of 3D Tumor Growth (abstract)
15:10
Establishing metrics to quantify underlying structure in vascular red blood cell distributions (abstract)
15:30
Exploring Ductal Carcinoma In-Situ to Invasive Ductal Carcinoma Transitions Using Energy Minimization Principles (abstract)
15:50
Weakly-supervised cell classification for effective High Content Screening (abstract)
16:10
An Energy Aware Clustering Scheme for 5G-enabled Edge Computing based IoMT Framework (abstract)
14:50-16:30 Session 6B: MT 4
Location: Newton South
14:50
A Productive and Scalable Actor-based Programming System for PGAS Applications (abstract)
15:10
Consistency Fences for Partial Order Delivery to Reduce Latency (abstract)
15:30
GPU power capping for energy-performance trade-offs in training of Deep Convolutional Neural Networks for image recognition (abstract)
15:50
Elastic Resource Allocation based on Dynamic Perception of Operator Influence Domain in Distributed Stream Processing (abstract)
16:10
The new UPC++ DepSpawn high performance library for data-flow computing with hybrid parallelism (abstract)
14:50-16:30 Session 6C: AIHPC4AS 2
Location: Darwin
14:50
Intracellular Material Transport Simulation in Neurons Using Isogeometric Analysis, Deep Learning and PDE-Constrained Optimization (abstract)
15:20
Transfer Learning Approach to Prediction of Rate of Penetration in Drilling (abstract)
15:40
1D Painless Multi-Level Automatic Goal-Oriented h and p Adaptive Strategies using a Pseudo-Dual Operator (abstract)
16:00
An Adversarial Networks approach for solving Partial Differential Equations (abstract)
16:20
Physics Informed RNN-DCT Networks for Time-Dependent Partial Differential Equations (abstract)
14:50-16:30 Session 6D: COMS 2
Location: Newton North
14:50
Global Design Optimization of Microwave Circuits Using Response Feature Inverse Surrogates (abstract)
15:10
Classification of Soil Bacteria Based on Machine Learning and Image Processing (abstract)
15:30
Tackling air pollution in cities with modelling and simulation: Remote Group Model Building as an Educational Tool Supporting System Dynamics Modelling (abstract)
15:50
Fast isogeometric analysis simulations of a process of air pollution removal by artificially generated shock waves (abstract)
16:10
GPU accelerated modelling and forecasting for large time series (abstract)
14:50-16:30 Session 6E: CCI 2
Location: Cavendish
14:50
Fuzzy logic framework for ontology instance alignment (abstract)
15:10
Impact of clustering on a synthetic instance generation in imbalanced data streams classification (abstract)
15:30
Temporal-Attribute Inference in Social Networks using Dynamic Bayesian Networks (abstract)
15:50
Collective of base classifiers for mining imbalanced data (abstract)
16:10
Prediction of Ether Prices Using DeepAR and Probabilistic Forecasting (abstract)
14:50-16:30 Session 6F: SOFTMAC 2
Location: Mead
14:50
A lowest-order staggered discontinuous Galerkin method for the Stokes-Darcy model (abstract)
15:10
Effective non-linear flow models in fractured porous medium (abstract)
15:30
Fast and accurate domain decomposition methods for reduced fracture models with nonconforming time grids (abstract)
15:50
A decoupled, linear, and unconditionally energy stable finite element method for a two-phase ferrohydrodynamics model (abstract)
16:10
Exploration of Modeling and Simulations for Drug Release from PLGA Particles (abstract)
16:30-17:00Coffee Break
17:00-18:40 Session 7A: MT 5
17:00
FINCH: Domain Specific Language and Code Generation for Finite Element and Finite Volume in Julia (abstract)
17:20
A Deep-learning-based Mesh Refinement Framework for Solving PDEs (abstract)
17:40
Numerical approximation of the one-way Helmholtz equation using the differential evolution method (abstract)
18:00
On a New Generalised Iteration Method in the PSO-based Newton-like Method (abstract)
18:20
Data-driven discovery of time fractional differential equations (abstract)
17:00-18:40 Session 7B: MT 6
Location: Newton South
17:00
DITA-NCG: Detecting Information Theft Attack Based on Node Communication Graph (abstract)
17:20
HNOP: Attack Traffic Detection based on Hierarchical Node Hopping Features of Packets (abstract)
17:40
Identification of MEEK-Based TOR Hidden Service Access Using the Key Packet Sequence (abstract)
18:00
Scaling the PageRank Algorithm for Very Large Graphs on the Fugaku Supercomputer (abstract)
18:20
Unveiling User Behavior on Summit Login Nodes as a User (abstract)
18:40
A Framework for Network Self-evolving based on Distributed Swarm Intelligence (abstract)
17:00-18:40 Session 7C: CompHealth 1
Location: Darwin
17:00
GAN-based Data Augmentation for prediction improvement using gene expression data in cancer (abstract)
17:20
Data augmentation techniques to improve metabolomic analysis in Niemann-Pick type C disease (abstract)
17:40
Machine Learning models for predicting 30-day readmission of elderly patients using custom target encoding approach (abstract)
18:00
Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning (abstract)
18:20
Sensitivity analysis of a model of lower limb haemodynamics (abstract)
18:40
Effect of feature discretization on classification performance of explainable scoring-based machine learning model (abstract)
17:00-18:40 Session 7D: COMS 3
Location: Newton North
17:00
Development of an Event-Driven System Architecture for Smart Manufacturing (abstract)
17:20
A Sparse Matrix Approach for Covering Large Complex Networks by Cliques (abstract)
17:40
Data Allocation based on Neural Similarity Estimation (abstract)
18:00
Intersection Representation of Big Data Networks and Triangle Enumeration (abstract)
18:20
A Simulation Study of the Delayed Effect of Covid-19 Pandemic on Pensions and Welfare of the Elderly: Evidence from Poland (abstract)
17:00-18:40 Session 7E: CCI 3
Location: Cavendish
17:00
From Individual to Collective: Intelligence Amplification with Bio-Inspired Decisional DNA and its Extensions (abstract)
17:20
Purchasing decisions on alternative fuel vehicles within the agent-based model (abstract)
17:40
Divergence of an Observed User Profile and a Simulated Real State of User due to Social Communication (abstract)
18:00
Sentence-level Sentiment Analysis Using GCN on Contextualized Word Representations (abstract)
17:00-18:40 Session 7F: SOFTMAC 3
Location: Mead
17:00
Blood Flow Simulation of Left Ventricle with Twisted Motion (abstract)
17:20
Simulation of virus-laden droplets transmitted from lung to lung (abstract)
17:40
Molecular Dynamics Study on Solubility, Diffusion and Permeation of Hydrogen in Amorphous Polyethylene (abstract)
18:00
Simulation of nearly missing helicopters through the computational fluid dynamics approach (abstract)
Wednesday, June 22nd

View this program: with abstractssession overviewtalk overview

09:00-09:50 Session 8: Keynote Lecture 3
09:00
Modeling Economies at Full-Scale: Every Worker, Every Firm (abstract)
09:50-10:20Coffee Break
10:20-12:00 Session 9A: MT 7
10:20
Classification methods based on fitting logistic regression to positive and unlabeled data (abstract)
10:40
Characterizing Wildfire Perimeter Polygons from QUIC-Fire (abstract)
11:00
Adaptive Regularization of B-Spline Models for Scientific Data (abstract)
11:20
Hierarchical Ensemble based Imbalance Classification (abstract)
11:40
imple and Efficient Acceleration of the Smallest Enclosing Ball for Large Data Sets in E2: Analysis and Comparative Results (abstract)
10:20-12:00 Session 9B: MT 8
Location: Newton South
10:20
Designing a training set for musical instruments identification (abstract)
10:40
Which Visual Features Impact the Performance of Target Task in Self-supervised Learning? (abstract)
11:00
Human-level Melodic Line Harmonization (abstract)
11:20
Ultrafast Focus Detection for Automated Microscopy (abstract)
11:40
PRISM: Principal Image Sections Mapping (abstract)
10:20-12:00 Session 9C: AIHPC4AS 3
Location: Darwin
10:20
MgNet with Hat Activation Function (abstract)
10:50
Isogeometric Analysis of Bound States of a Quantum Three-Body Problem in 1D (abstract)
11:10
Neural-Network based Adaptation of Variation Operators' Parameters for Metaheuristics (abstract)
11:30
Recursive Singular Value Decomposition compression of refined isogeometric analysis matrices as a tool to speedup iterative solvers performance (abstract)
11:50
Performance of Computing Hash-codes with Chaotically-trained Artificial Neural Networks (abstract)
10:20-12:00 Session 9D: COMS 4
Location: Newton North
10:20
Validation of migration models in the face of inconsistent data: a perspective from four conflicts (abstract)
10:40
Responding to Current and Future Pandemics using Agent-Based Simulation (abstract)
11:00
CHARM: A Discrete-Event Simulation for Dynamic ICU Bed Capacity Management for Covid-19 (abstract)
11:20
Partitioning Dense Graphs with Hardware Accelerators (abstract)
11:40
Calibration window selection based on change-point detection for forecasting electricity prices (abstract)
10:20-12:00 Session 9E: CompHealth 2
Location: Cavendish
10:20
Neural Additive Models for Explainable Heart Attack Prediction (abstract)
10:40
Explainable AI with Domain Adapted FastCAM for Endoscopy Images (abstract)
11:00
Hybrid Modeling for Predicting Inpatient Treatment Outcome: COVID-19 Case (abstract)
11:20
Knowledge Discovery in Databases: Comorbidities in Tuberculosis Cases (abstract)
10:20-12:00 Session 9F: MMS 1
Location: Mead
10:20
An agent-based forced displacement simulation: A case study of the Tigray crisis (abstract)
10:40
Automating and Scaling Task-Level Parallelism of Tightly Coupled Models via Code Generation (abstract)
11:00
Multipoint meshless FD schemes applied to nonlinear and multiscale analysis (abstract)
11:20
Neutron scattering calculation for coarse grain models (abstract)
10:20-12:00 Session 9G: QCW 1
Location: Telford
10:20
Quantum-Classical Solution Methods for Binary Compressive Sensing Problems (abstract)
10:40
Reducing Memory Requirements of Quantum Optimal Control (abstract)
11:00
Quantum approaches for WCET-related optimization problems (abstract)
11:20
Benchmarking D-Wave Quantum Annealers: spectral gap scaling of maximum cardinality matching problems (abstract)
11:40
Efficient constructions for simulating Multi Controlled Quantum Gates (abstract)
12:00-12:30 Session 10: Poster Session

The paper lineup is the same for all three Poster Sessions.

Location: Newton South
12:30-13:30Lunch
13:30-14:20 Session 11: Keynote Lecture 4
13:30
Quantum Simulations of Materials and Molecules on Hybrid Quantum-Classical Architectures (abstract)
14:30-16:10 Session 12A: MT 9
14:30
Efficient computational algorithm for stress analysis in hydro-sediment-morphodynamic models (abstract)
14:50
Peridynamic Damage Model Based on Absolute Bond Elongation (abstract)
15:10
Incremental dynamic analysis and fragility assessment of buildings with different structural arrangements experiencing earthquake-induced structural pounding (abstract)
15:30
Investigating an optimal computational strategy to retrofit buildings with implementing viscous dampers (abstract)
15:50
Phase-field modelling of brittle fracture using time-series forecasting (abstract)
14:30-16:10 Session 12B: MT 10
Location: Newton South
14:30
Is Context All You Need? Non-Contextual vs Contextual Multiword Expressions Detection (abstract)
14:50
Compiling Linear Algebra Expressions into Efficient Code (abstract)
15:10
MHGEE: Event Extraction via Multi-Granularity Heterogeneous Graph (abstract)
15:30
Cyberbullying Detection with Side Information: A Real-World Application of COVID-19 News Comment in Chinese Language (abstract)
15:50
Deep Neural Sequence to Sequence Lexical Substitution for Polish Language (abstract)
14:30-16:10 Session 12C: BBC 1
Location: Darwin
14:30
Continuous-to-continuous data model vs. discrete-to-discrete data model for the statistical iterative reconstruction method - optimization of the computational complexity (abstract)
14:50
Modeling contrast perfusion and adsorption phenomena in the human left ventricle (abstract)
15:10
Large Scale Study of Absolute Ligand-Protein Binding Free Energy Predictions (abstract)
15:30
Resting-state EEG classification for PNES diagnosis (abstract)
15:50
POTHER: Patch-Voted Deep Learning-based Chest X-ray Bias Analysis for COVID-19 Detection (abstract)
14:30-16:10 Session 12D: COMS 5
Location: Newton North
14:30
Automatic Generation of Individual Fuzzy Cognitive Maps from Longitudinal Data (abstract)
14:50
Adaptive Surrogate-Assisted Optimal Sailboat Path Search Using Onboard Computers (abstract)
15:10
Local Search in Selected Crossover Operators (abstract)
15:30
Numerical and Statistical Probability Distribution Transformation for Modeling Traffic in Optical Networks (abstract)
15:50
Global Surrogate Modeling by Neural Network-Based Model Uncertainty (abstract)
14:30-16:10 Session 12E: CompHealth 3
Location: Cavendish
14:30
Patient- and Ventilator-Specific Modeling to Drive the Use and Development of 3D Printed Devices for Rapid Ventilator Splitting During the COVID-19 Pandemic (abstract)
14:50
National Network for Rare Diseases in Brazil: The Computational Infrastructure and Preliminary Results (abstract)
15:10
CLASSIFICATION OF UTERINE FIBROIDS IN ULTRASOUND IMAGES USING DEEP LEARNING MODEL (abstract)
15:30
Super-Resolution Convolutional Network for Image Quality Enhancement in Remote Photoplethysmography based Heart Rate Estimation (abstract)
15:50
A hybrid modeling framework for city-scale dynamics of multi-strain influenza epidemics (abstract)
14:30-16:10 Session 12F: MMS 2
Location: Mead
14:30
Modelling the Long-Term Impact of Covid-19 (abstract)
14:50
Role of mechanotransduction in promoting intracellular and intercellular transmigration of cancer cells through endothelium in microvasculature (abstract)
15:10
Forced displacement in Mali - Analysing the effect of the physical environment on refugee flight routes (abstract)
14:30-16:10 Session 12G: QCW 2
Location: Telford
14:30
A first attempt at cryptanalyzing a (toy) block cipher by means of QAOA (abstract)
14:50
Practical solving of discrete logarithm problem over prime fields using quantum annealing (abstract)
15:10
Quantum annealing and algebraic attack on Speck cipher (abstract)
15:30
Challenges and Future Directions in the Implementation of User Authentication Protocols Utilizing Quantum Computing (abstract)
15:50
Scheduling with Multiple Dispatch Rules : A quantum computing approach (abstract)
16:10-16:40Coffee Break
16:40-18:20 Session 13A: MT 11
16:40
A Highly Customizable Information Visualization Framework (abstract)
17:00
A Note on Adjoint Linear Algebra (abstract)
17:20
KP01 solved by an n-Dimensional Sampling and Clustering Heuristic. (abstract)
17:40
Acceleration of Optimized Coarse-grid Operators by Spatial Redistribution for Multigrid Reduction in Time (abstract)
18:00
Approximate Function Classification (abstract)
16:40-18:20 Session 13B: MT 12
Location: Newton South
16:40
Out-of-distribution Detection in High-dimensional Data Using Mahalanobis Distance - Critical Analysis (abstract)
17:00
Multi-Contextual Recommender using 3D Latent Factor Models and Online Tensor Decomposition (abstract)
17:20
Content-aware generative model for multi-item outfit recommendation (abstract)
17:40
Facial mask impact on human age and gender classification (abstract)
16:40-18:20 Session 13C: BBC 2
Location: Darwin
16:40
Dense Temporal Subgraphs in Protein-Protein Interaction Networks (abstract)
17:00
Accelerating Edge Metagenomic Analysis with Serverless-based Cloud Offloading (abstract)
17:20
Tissue Damage Control Algorithm for Hyperthermia Based Cancer Treatments (abstract)
17:40
Musculoskeletal model of human lower limbs in gait simulation (abstract)
18:00
Machine Learning Approaches in Inflammatory Bowel Diseases (abstract)
16:40-18:20 Session 13D: COMS 6
Location: Newton North
16:40
Analysis of Agricultural and Engineering Processes using Simulation Decomposition (abstract)
17:00
Neural Network-Based Sequential Global Sensitivity Analysis Algorithm (abstract)
17:20
A Taxonomy Guided Method to Identify Metaheuristic Components (abstract)
17:40
DSCAN for Geo-Social Team Formation (abstract)
18:00
Numerical Stability of Tangents and Adjoints of Implicit Functions (abstract)
16:40-18:20 Session 13E: SPU 1
Location: Cavendish
16:40
Derivation and Computation of Integro-Riccati Equation for Ergodic Control of Infinite-dimensional SDE (abstract)
17:00
Towards Mitigating the Eye Gaze Tracking Uncertainty in Virtual Reality (abstract)
17:20
Getting formal Ontologies closer to final users through Knowledge Graph Visualization: interpretation and misinterpretation (abstract)
17:40
On the use of Sobol’ sequence for high dimensional simulation (abstract)
16:40-18:20 Session 13F: MLDADS 1
Location: Mead
16:40
Generative Networks Applied to Model Fluid Flows (abstract)
17:00
Turbulent Mean Flow Reconstruction Using Physics-Informed Neural Networks (abstract)
17:20
Supervised machine learning to estimate instabilities in chaotic systems: estimation of local Lyapunov exponents (abstract)
17:40
Reduced order surrogate modelling and Latent Assimilation for dynamical systems (abstract)
18:00
Using Complex Networks to Simplify a Marine Biogeochemical Model for ML Emulation (abstract)
18:20
Assimilating Sky Camera Cloud Information via Convolutional Neural Networks (abstract)
16:40-18:20 Session 13G: QCW 3
Location: Telford
16:40
Quantum Variational Multi-Class Classifier for the Iris Data Set (abstract)
17:00
Distributed Quantum Annealing on D-Wave for the single machine total weighted tardiness scheduling problem (abstract)
17:20
Studying the cost of n-qubit Toffoli gates (abstract)
Thursday, June 23rd

View this program: with abstractssession overviewtalk overview

09:00-09:50 Session 14: Keynote Lecture 5
09:00
The Computational Planet – with Computational Insects: Wavelet-Based Adaptive Simulations of Flapping Flight (abstract)
09:50-10:20Coffee Break
10:20-12:00 Session 15A: MT 13
Location: Newton South
10:20
Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrences (abstract)
10:40
Classifying Anomalous Members in a Collection of Multivariate Time Series Data Using Large Deviations Principle: An Application to COVID-19 Data (abstract)
11:00
Boosted Ensemble Learning based on Randomized NNs for Time Series Forecasting (abstract)
11:20
Robust control of perishable inventory with uncertain lead time using neural networks and genetic algorithm (abstract)
11:40
Neuroevolutionary Feature Representations for Causal Inference (abstract)
10:20-12:00 Session 15B: MT 14
Location: Newton North
10:20
Privacy paradox in social media: A system dynamics analysis (abstract)
10:40
Retrofitting structural graph embeddings with node attribute information (abstract)
11:00
Coevolutionary Approach to Sequential Stackelberg Security Games (abstract)
11:20
Modularity promotes excitation-inhibition balance in synaptically coupled neuronal networks (abstract)
11:40
Detecting Ottokar II’s 1248–1249 uprising and its instigators in co-witnessing networks (abstract)
10:20-12:00 Session 15C: MLDADS 2
Location: Darwin
10:20
Machine Learning based surrogate models for COVID-19 infection risk assessment. (abstract)
10:40
Towards Social Machine Learning for Natural Disasters (abstract)
11:00
Social Media and News Diffusion Effect on Macroeconomic Indicator Interdependencies (abstract)
11:20
Data-driven reduced-order models for nonlinear vibrations: proof of concept and initial insights (abstract)
11:40
Lightcurve inversion through LSTMs (abstract)
10:20-12:00 Session 15D: SmartSys 1
Location: Cavendish
10:20
Streaming detection of significant delay changes in public transport systems (abstract)
10:40
A study on the prediction of evapotranspiration using freely available meteorological data (abstract)
11:00
A Personalized Federated Learning Algorithm for One-Class Support Vector Machine: an Application in Anomaly Detection (abstract)
11:20
GBLNet: Detecting Intrusion Traffic with Multi-granularity BiLSTM (abstract)
11:40
AMDetector: Detecting Large-scale and Novel Android Malware Traffic (abstract)
12:00
Accessing the Spanish Digital Network of Museum Collections through an Interactive Web-based Map (abstract)
10:20-12:00 Session 15E: SPU 2
Location: Telford
10:20
MiDaS: extract golden results from Knowledge Discovery even over incomplete Databases (abstract)
10:40
Uncertainty occurrence in projects and its consequences for project management (abstract)
11:00
On a nonlinear approach to uncertainty quantification on the ensemble of numerical solutions (abstract)
10:20-12:00 Session 15F: CGIPAI 1
Location: Mead
10:20
Learning Scale-Invariant Object Representations with a Single-Shot Convolutional Generative Model (abstract)
10:40
Wavelet Scattering Transform for PhotoPlethysmoGraphic (PPG) Signal Analysis (abstract)
11:00
Convolutional neural network compression via tensor-train decomposition on permuted weight tensor with automatic rank determination (abstract)
11:20
Your Social Circle Affects Your Interests: Social Influence Enhanced Session-Based Recommendation (abstract)
11:40
Action Recognition in Australian Rules Football through Deep Learning (abstract)
12:00-12:30 Session 16: Poster Session

The paper lineup is the same for all three Poster Sessions.

Location: Newton South
12:30-13:30Lunch
13:30-14:20 Session 17: Keynote Lecture 6
13:30
Computational Challenges for Biomolecular Simulation Approaches to Drug Discovery (abstract)
14:30-16:10 Session 18A: MT 15
14:30
Dynamic classification of bank clients by the predictability of their transactional behavior (abstract)
14:50
Stock Predictor with Graph Laplacian-based Multi-task Learning (abstract)
15:10
Forecasting bank default with the Merton model: The case of US banks (abstract)
15:30
ARIMA Feature-Based Approach to Time Series Classifcation (abstract)
15:50
Models and Metrics for Mining Meaningful Metadata (abstract)
14:30-16:10 Session 18B: MT 16
Location: Newton South
14:30
Validation and Optimisation of Player Motion Models in Football (abstract)
14:50
A hypothetical agent-based model inspired by the abstraction of solitary behavior in tigers and its employment as a chain code for compression (abstract)
15:10
Networks clustering-based approach for search of reservoirs-analogues (abstract)
15:30
Analyzing the usefulness of public web camera video sequences for calibrating and validating pedestrian dynamics models (abstract)
15:50
Analysis of public transport (in)accessibility and land use pattern in different areas in Singapore (abstract)
16:10
Private and public opinions in a model based on the total dissonance function: A simulation study (abstract)
14:30-16:10 Session 18C: MLDADS 3
Location: Darwin
14:30
Augmenting Graph Inductive Learning Model With Topographical Features (abstract)
14:50
Time Series Attention Based Transformer Neural Turing Machines for Diachronic Graph Embedding in Cyber Threat Intelligence (abstract)
15:10
Sensitivity Analysis and Machine Learning to emulate the Level-Ice Melt Pond Parametrisation (abstract)
15:30
Enforcing State Constraints in Dynamical Systems Modelled with Neural Networks (abstract)
14:30-16:10 Session 18D: SmartSys 2
Location: Cavendish
14:30
On-Edge Aggregation Strategies over Industrial Data Produced by Autonomous Guided Vehicles (abstract)
14:50
Acquisition, storing, and processing system for interdisciplinary research in Earth sciences (abstract)
15:10
Detecting SQL Injection vulnerabilities using nature-inspired algorithms (abstract)
15:30
Federated Learning for Anomaly Detection in Industrial IoT-enabled Production Environment Supported by Autonomous Guided Vehicles (abstract)
15:50
Performance of Explainable AI methods in asset failure prediction (abstract)
14:30-16:10 Session 18E: WTCS 1
Location: Newton North
14:30
Supporting education in advanced mathematical analysis problems by symbolic computational techniques using computer algebra system (abstract)
14:50
TEDA: A Computational Toolbox for Teaching Ensemble Based Data Assimilaton (abstract)
15:10
To Have and Have Not: Addressing inequities for learners accessing computational science environments (abstract)
15:30
Modeling Approach in Teaching Differential Equations (abstract)
14:30-16:10 Session 18F: CGIPAI 2
Location: Mead
14:30
SEGP: Stance-Emotion joint Data Augmentation with Gradual Prompt-tuning for Stance detection (abstract)
14:50
Virtual Reality Prototype of a Linear Accelerator Simulator for Oncological Radiotherapy Training (abstract)
15:10
Image Features Correlation with the Impression Curve for Automatic Evaluation of the Computer Game Level Design (abstract)
15:30
A review of 3D point clouds parameterization methods (abstract)
16:10-16:40Coffee Break
16:40-18:20 Session 19A: MT 17
Location: Newton South
16:40
Devulgarization of Polish Texts Using Pre-trained Language Models (abstract)
17:00
Classification and Generation of Derivational Morpho-semantic Relations for Polish Language (abstract)
17:20
A deep neural network as a TABU support in solving LABS problem (abstract)
17:40
On the Explanation of AI-based Student Success Prediction (abstract)
18:00
Transfer Learning based Natural Scene Classification for Scene Understanding by Intelligent Machines (abstract)
16:40-18:20 Session 19B: SE4Science 1
Location: Cavendish
16:40
A Survey on Sustainable Software Ecosystems to Support Experimental and Observational Science at Oak Ridge National Laboratory (abstract)
17:00
Software Architecture for Highly Scalable Urban Traffic Simulation (abstract)
17:20
Automated and Manual Testing in the Development of the Research Software RCE (abstract)
17:40
Towards Automated Application-Agnostic Verification for Simulations (abstract)
18:00
Learning I/O Variables from Scientific Software's User Manuals (abstract)
18:20
Digging Deeper Into the State of the Practice for Domain Specific Research Software (abstract)
16:40-18:20 Session 19C: MLDADS 4
Location: Darwin
16:40
Statistical prediction of extreme events from small datasets (abstract)
17:00
Outlier detection for categorial data using clustering algorithms (abstract)
17:20
Machine Learning-based Scheduling and Resources Allocation in Distributed Computing (abstract)
17:40
A GPU-based algorithm for environmental data filtering (abstract)
16:40-18:20 Session 19D: WTCS 2
Location: Newton North
16:40
Cloud as a Platform for W-Machine Didactic Computer Simulator (abstract)
17:00
Extensible, cloud-based open environment for remote classes reuse (abstract)
17:20
Snowflake Generation (abstract)
17:40
Computational Science 101 - Towards a Computationally Informed Citizenry (abstract)
16:40-18:20 Session 19E: CGIPAI 3
Location: Mead
16:40
How to sort them? A network for LEGO bricks classification (abstract)
17:00
ACCirO: A System for Analyzing and Digitizing Images of Charts with Circular Objects (abstract)
17:20
Comparing explanations from glass-box and black-box machine-learning models (abstract)