Claudia Szabo

Orcid: 0000-0003-2501-1155

Affiliations:
  • University of Adelaide, School of Computer Science, Australia


According to our database1, Claudia Szabo authored at least 118 papers between 2007 and 2024.

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Bibliography

2024
Resolving game theoretical dilemmas with quantum states.
Quantum Inf. Process., January, 2024

A simulation and experimentation architecture for resilient cooperative multiagent reinforcement learning models operating in contested and dynamic environments.
Simul., 2024

Vulnerability and Defence: A Case for Stackelberg Game Dynamics.
Games, 2024

Computing-specific pedagogies and theoretical models: common uses and relationships.
CoRR, 2024

Unlocking Excellence in Educational Research: Guidelines for High-Quality Research that Promotes Learning for All.
Proceedings of the 55th ACM Technical Symposium on Computer Science Education, 2024

Contested Communication in C2 Multi-agent Simulations.
Proceedings of the 38th ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2024

Detecting Emergent Behavior in Complex Systems: A Machine Learning Approach.
Proceedings of the 38th ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2024

Code Refactoring Strategies of Third Year Software Engineering Students.
Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 1, 2024

Smart HPA: A Resource-Efficient Horizontal Pod Auto-Scaler for Microservice Architectures.
Proceedings of the 21st IEEE International Conference on Software Architecture, 2024

2023
Learning Theories Use and Relationships in Computing Education Research.
ACM Trans. Comput. Educ., March, 2023

A Dialog About the Special Issues on Theory.
ACM Trans. Comput. Educ., March, 2023

Supporting Science Areas.
Proceedings of the Body of Knowledge for Modeling and Simulation: A Handbook by the Society for Modeling and Simulation International, 2023

Synergies of Soft Computing and M&S.
Proceedings of the Body of Knowledge for Modeling and Simulation: A Handbook by the Society for Modeling and Simulation International, 2023

Supporting Computer Domains.
Proceedings of the Body of Knowledge for Modeling and Simulation: A Handbook by the Society for Modeling and Simulation International, 2023

Context, Composition, Automation, and Communication - The C2AC Roadmap for Modeling and Simulation.
CoRR, 2023

SoK: Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning.
CoRR, 2023

Resilience and Complexity in Socio-Cyber-Physical Systems.
Proceedings of the Winter Simulation Conference, 2023

Conducting Sound, Equity-Enabling Computing Education Research.
Proceedings of the 2023 Working Group Reports on Innovation and Technology in Computer Science Education, 2023

Building Recommendations for Conducting Equity-Focused, High Quality K-12 Computer Science Education Research.
Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 2, 2023

Computing Education Research in Australasia.
Proceedings of the Past, 2023

2022
Effects of Information Sharing on Swarm Based Communication in Dynamic Environments.
Proceedings of the Winter Simulation Conference, 2022

Robustness of Middleware Communication in Contested and Dynamic Environments.
Proceedings of the Winter Simulation Conference, 2022

Jeopardy Assessment for Dynamic Configuration of Collaborative Microservice Architectures.
Proceedings of the Winter Simulation Conference, 2022

Message Prioritization in Contested And Dynamic Tactical Networks Using Regression Methods and Mission Context.
Proceedings of the Winter Simulation Conference, 2022

Use Of Reinforcement Learning for Prioritizing Communications in Contested and Dynamic Environments.
Proceedings of the Winter Simulation Conference, 2022

Self-adaptation in Microservice Architectures: A Case Study.
Proceedings of the 26th International Conference on Engineering of Complex Computer Systems, 2022

2021
Self-Adaptive Software Systems in Contested and Resource-Constrained Environments: Overview and Challenges.
IEEE Access, 2021

2020
Adaptive Performance Anomaly Detection in Distributed Systems Using Online SVMs.
IEEE Trans. Dependable Secur. Comput., 2020

An Analytic Latency Model for a Next-Hop Data-Ferrying Swarm on Random Geometric Graphs.
IEEE Access, 2020

Perspectives of Final Year Students on Modeling and Analysis of Complex Systems and Their Properties.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Leveraging Emergent Specialization in a Heterogeneous Multi-Role Swarm Control Architecture for Positional-based UAS Missions.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Enterprise Security Architecture: Mythology or Methodology?
Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020

Security Architecture Framework for Enterprises.
Proceedings of the Enterprise Information Systems - 22nd International Conference, 2020

Optimizing Communication Strategies in Contested and Dynamic Environments.
Proceedings of the 25th International Conference on Engineering of Complex Computer Systems, 2020

2019
Transactional Behavior Verification in Business Process as a Service Configuration.
IEEE Trans. Serv. Comput., 2019

Complex Systems Modeling and Analysis.
Proceedings of the 2019 Winter Simulation Conference, 2019

Communication Collective: An Adaptive Multiagent Communication Platform.
Proceedings of the 2019 Winter Simulation Conference, 2019

Adaptive Swarm Control for Mobile Resource Placement in Wireless Ad-Hoc Networks.
Proceedings of the 20th IEEE International Symposium on "A World of Wireless, 2019

Who Did This: Identifying Causes of Emergent Behavior in Complex Systems.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Modelling and Analysis of Adaptability and Emergent Behavior in a Cryptocurrency Market.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Fifteen Years of Introductory Programming in Schools: A Global Overview of K-12 Initiatives.
Proceedings of the Koli Calling '19: 19th Koli Calling International Conference on Computing Education Research, 2019

Final Year Students' Approaches to Implementing Complex Distributed Systems.
Proceedings of the 2019 ACM Conference on Innovation and Technology in Computer Science Education, 2019

Review and Use of Learning Theories within Computer Science Education Research: Primer for Researchers and Practitioners.
Proceedings of the Working Group Reports on Innovation and Technology in Computer Science Education, 2019

A Periodic Table of Computing Education Learning Theories.
Proceedings of the 2019 ACM Conference on Innovation and Technology in Computer Science Education, 2019

Complex Systems and Artificial Life: A Decade's Overview.
Proceedings of the 2019 Conference on Artificial Life, 2019

2018
SNAF: Observation filtering and location inference for event monitoring on twitter.
World Wide Web, 2018

Model-driven performance prediction of systems of systems.
Softw. Syst. Model., 2018

An adaptive framework for the detection of novel botnets.
Comput. Secur., 2018

Towards a socio-ecological framework to address gender inequity in computer science.
Comput. Educ., 2018

A simulation Testbed for the Analysis of desired Emergent Properties in Systems Running in Dynamic and contested Environments.
Proceedings of the 2018 Winter Simulation Conference, 2018

Directing Teacher Focus in Computer Science Online Learning Environments.
Proceedings of the International Conference on Learning and Teaching in Computing and Engineering, 2018

Introductory programming: a systematic literature review.
Proceedings of the Proceedings Companion of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education, 2018

A review of introductory programming research 2003-2017.
Proceedings of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education, 2018

Multi-objective Strategies for Exploring Form and Function in Crustaceans.
Proceedings of the 2018 Conference on Artificial Life, 2018

2017
Simulating the effect of degraded wireless communications on emergent behavior.
Proceedings of the 2017 Winter Simulation Conference, 2017

Broadening Participation in Computer Science: Key Strategies from International Findings.
Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education, 2017

Identifying Self-Organization and Adaptability in Complex Adaptive Systems.
Proceedings of the 11th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2017

Formal Forum Triage: Towards the Strategic Selection of Responses to Student Discussion Forums.
Proceedings of the Fourth ACM Conference on Learning @ Scale, 2017

Classifying the nature of lecturer intervention on computer science student behaviour.
Proceedings of the 17th Koli Calling Conference on Computing Education Research, 2017

Understanding the Effects of Intervention on Computer Science Student Behaviour in On-line Forums.
Proceedings of the 2017 ACM Conference on Innovation and Technology in Computer Science Education, 2017

Understanding the Effects of Lecturer Intervention on Computer Science Student Behaviour.
Proceedings of the 2017 ITiCSE Working Group Reports, 2017

Understanding the Effects of Lecturer Intervention on Computer Science Student Behaviour.
Proceedings of the 2017 ACM Conference on Innovation and Technology in Computer Science Education, 2017

Silence, Words, or Grades: The Effects of Lecturer Feedback in Multi-Revision Assignments.
Proceedings of the 2017 ACM Conference on Innovation and Technology in Computer Science Education, 2017

Identifying Domain-Specific Cognitive Strategies for Software Engineering.
Proceedings of the 2017 ACM Conference on Innovation and Technology in Computer Science Education, 2017

Identifying Domains and Concepts in Short Texts via Partial Taxonomy and Unlabeled Data.
Proceedings of the Advanced Information Systems Engineering, 2017

Large-Scale Complex Adaptive Systems using Multi-Agent Modeling and Simulation.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016
Reduce or remove: Individual sensor reliability profiling and data cleaning.
Intell. Data Anal., 2016

CASL: A declarative domain specific language for modeling Complex Adaptive Systems.
Proceedings of the Winter Simulation Conference, 2016

Improving Object and Event Monitoring on Twitter Through Lexical Analysis and User Profiling.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

Model-driven performance prediction of systems of systems.
Proceedings of the ACM/IEEE 19th International Conference on Model Driven Engineering Languages and Systems, 2016

Applying Validated Pedagogy to MOOCs: An Introductory Programming Course with Media Computation.
Proceedings of the 2016 ACM Conference on Innovation and Technology in Computer Science Education, 2016

Extreme User and Political Rumor Detection on Twitter.
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

2015
Formalization of Weak Emergence in Multiagent Systems.
ACM Trans. Model. Comput. Simul., 2015

Twitter knows: understanding the emergence of topics in social networks.
Proceedings of the 2015 Winter Simulation Conference, 2015

Classifying Perspectives on Twitter: Immediate Observation, Affection, and Speculation.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Sense and Focus: Towards Effective Location Inference and Event Detection on Twitter.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Online Behavior Identification in Distributed Systems.
Proceedings of the 34th IEEE Symposium on Reliable Distributed Systems, 2015

Using Learning Analytics to Visualise Computer Science Teamwork.
Proceedings of the 2015 ACM Conference on Innovation and Technology in Computer Science Education, 2015

Educational Data Mining and Learning Analytics in Programming: Literature Review and Case Studies.
Proceedings of the 2015 ITiCSE Working Group Reports, 2015

Gender Gap in Academia: Perceptions of Female Computer Science Academics.
Proceedings of the 2015 ACM Conference on Innovation and Technology in Computer Science Education, 2015

The Development of a Dashboard Tool for Visualising Online Teamwork Discussions.
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

Novice Code Understanding Strategies during a Software Maintenance Assignment.
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

Evolution of Software Development Strategies.
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

An Estimation Maximization Based Approach for Finding Reliable Sensors in Environmental Sensing.
Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

Managing Configurable Business Process as a Service to Satisfy Client Transactional Requirements.
Proceedings of the 2015 IEEE International Conference on Services Computing, 2015

2014
Web services composition: A decade's overview.
Inf. Sci., 2014

Behavior modeling and automated verification of Web services.
Inf. Sci., 2014

Science in the Cloud: Allocation and Execution of Data-Intensive Scientific Workflows.
J. Grid Comput., 2014

Understanding complex systems: using interaction as a measure of emergence.
Proceedings of the 2014 Winter Simulation Conference, 2014

Cleaning Environmental Sensing Data Streams Based on Individual Sensor Reliability.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

Neo-piagetian theory as a guide to curriculum analysis.
Proceedings of the 45th ACM Technical Symposium on Computer Science Education, 2014

Evaluating GameDevTycoon for teaching software engineering.
Proceedings of the 45th ACM Technical Symposium on Computer Science Education, 2014

Student projects are not throwaways: teaching practical software maintenance in a software engineering course.
Proceedings of the 45th ACM Technical Symposium on Computer Science Education, 2014

Can everybody learn to code?: computer science community perceptions about learning the fundamentals of programming.
Proceedings of the 14th Koli Calling International Conference on Computing Education Research, 2014

Experiences in course design using neo-piagetian theory.
Proceedings of the 14th Koli Calling International Conference on Computing Education Research, 2014

TL-VIEWS: A Tool for Temporal Logic Verification of Transactional Behavior of Web Service Compositions.
Proceedings of the Service-Oriented Computing - ICSOC 2014 Workshops, 2014

Demonstration of Model-driven Performance Prediction of Distributed Real-time Embedded Systems of Systems.
Proceedings of the ECSA 2014 Workshops & Tool Demos Track, 2014

Architectural Support for Model-Driven Performance Prediction of Distributed Real-Time Embedded Systems of Systems.
Proceedings of the Software Architecture - 8th European Conference, 2014

An architecture for identifying emergent behavior in multi-agent systems.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013
Semantic Validation of Emergent Properties in Component-Based Simulation Models.
Proceedings of the Ontology, Epistemology, and Teleology for Modeling and Simulation, 2013

Epistemology of modeling and simulation.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Verifying Transactional Requirements of Web Service Compositions Using Temporal Logic Templates.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Formalization of emergence in multi-agent systems.
Proceedings of the SIGSIM Principles of Advanced Discrete Simulation, 2013

Post-mortem analysis of emergent behavior in complex simulation models.
Proceedings of the SIGSIM Principles of Advanced Discrete Simulation, 2013

Modeling scenarios for the performance prediction of distributed real-time embedded systems.
Proceedings of the 2013 Military Communications and Information Systems Conference, 2013

Model-Driven Performance Prediction of Distributed Real-Time Embedded Defense Systems.
Proceedings of the 2013 18th International Conference on Engineering of Complex Computer Systems, 2013

A Model-Driven Approach for Ensuring Change Traceability and Multi-model Consistency.
Proceedings of the 22nd Australian Conference on Software Engineering (ASWEC 2013), 2013

2012
An analysis of the cost of validating semantic composability.
J. Simulation, 2012

An integrated approach for the validation of emergence in component-based simulation models.
Proceedings of the Winter Simulation Conference, 2012

An Objective-Based Approach for Semantic Validation of Emergence in Component-Based Simulation Models.
Proceedings of the 26th ACM/IEEE/SCS Workshop on Principles of Advanced and Distributed Simulation, 2012

Ensuring Well-Formed Conversations between Control and Operational Behaviors of Web Services.
Proceedings of the Service-Oriented Computing - 10th International Conference, 2012

Evolving multi-objective strategies for task allocation of scientific workflows on public clouds.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
An approach to semantic-based model discovery and selection.
Proceedings of the Winter Simulation Conference 2011, 2011

2010
On Validation of Semantic Composability in Data-Driven Simulation.
Proceedings of the 24th ACM/IEEE/SCS Workshop on Principles of Advanced and Distributed Simulation, 2010

2009
A Time-based Formalism for the Validation of Semantic Composability.
Proceedings of the 2009 Winter Simulation Conference, 2009

An Approach for Validation of Semantic Composability in Simulation Models.
Proceedings of the 23rd International Workshop on Principles of Advanced and Distributed Simulation, 2009

2008
CODES: An Integrated Approach to Composable Modeling and Simulation.
Proceedings of the Proceedings 41st Annual Simulation Symposium (ANSS-41 2008), 2008

2007
On Syntactic Composability and Model Reuse.
Proceedings of the First Asia International Conference on Modelling and Simulation, 2007


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