Rajesh Vasa

According to our database, Rajesh Vasa authored at least 80 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Comparative analysis of real issues in open-source machine learning projects.

Tuan Dung Lai, Anj Simmons, Scott Barnett, Jean-Guy Schneider, Rajesh Vasa

Empir. Softw. Eng., May, 2024

Evaluating LLMs on document-based QA: Exact answer selection and numerical extraction using CogTale dataset.

Zafaryab Rasool, Stefanus Kurniawan, Sherwin Balugo, Scott Barnett, Rajesh Vasa, Courtney Chesser, Benjamin M. Hampstead, Sylvie Belleville, Kon Mouzakis, Alex Bahar-Fuchs

Nat. Lang. Process. J., 2024

RAGProbe: An Automated Approach for Evaluating RAG Applications.

Shangeetha Sivasothy, Scott Barnett, Stefanus Kurniawan, Zafaryab Rasool, Rajesh Vasa

CoRR, 2024

A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions.

Hung Du, Srikanth Thudumu, Rajesh Vasa, Kon Mouzakis

CoRR, 2024

ML-On-Rails: Safeguarding Machine Learning Models in Software Systems - A Case Study.

Hala Abdelkader, Mohamed Abdelrazek, Scott Barnett, Jean-Guy Schneider, Priya Rani, Rajesh Vasa

Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering, 2024

2023

Contextual topic discovery using unsupervised keyphrase extraction and hierarchical semantic graph model.

Hung Du, Srikanth Thudumu, Antonio Giardina, Rajesh Vasa, Kon Mouzakis, Li Jiang, John Chisholm, Sanat Bista

J. Big Data, December, 2023

Smart Home Goal Feature Model - A guide to support Smart Homes for Ageing in Place.

Irini Logothetis, Priya Rani, Shangeetha Sivasothy, Rajesh Vasa, Kon Mouzakis

CoRR, 2023

Evaluating LLMs on Document-Based QA: Exact Answer Selection and Numerical Extraction using Cogtale dataset.

Zafaryab Rasool, Scott Barnett, Stefanus Kurniawan, Sherwin Balugo, Rajesh Vasa, Courtney Chesser, Alex Bahar-Fuchs

CoRR, 2023

Garbage in, garbage out: Zero-shot detection of crime using Large Language Models.

Anj Simmons, Rajesh Vasa

CoRR, 2023

UAV Dynamic Object Tracking with Lightweight Deep Vision Reinforcement Learning.

Hy Nguyen, Srikanth Thudumu, Hung Du, Kon Mouzakis, Rajesh Vasa

Algorithms, 2023

MLGuard: Defend Your Machine Learning Model!

Sheng Wong, Scott Barnett, Jessica Rivera-Villicana, Anj Simmons, Hala Abdelkader, Jean-Guy Schneider, Rajesh Vasa

Proceedings of the 1st International Workshop on Dependability and Trustworthiness of Safety-Critical Systems with Machine Learned Components, 2023

Exploring the Reliability of IoT Packet Classifiers: An Experimental Study.

Aleksandar Pasquini, Rajesh Vasa, Hassan Habibi Gharakheili, Irini Logothetis, Minh Tran, Alexander Chambers

Proceedings of the IEEE Globecom Workshops 2023, 2023

Decentralized Federated Learning Strategy with Image Classification using ResNet Architecture.

Hung Du, Srikanth Thudumu, Sankhya Singh, Scott Barnett, Irini Logothetis, Rajesh Vasa, Kon Mouzakis

Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

An Integrated Federated Learning and Meta-Learning Approach for Mining Operations.

Venkat Munagala, Sankhya Singh, Srikanth Thudumu, Irini Logothetis, Sushil Bhandari, Amit Bhandari, Kon Mouzakis, Rajesh Vasa

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

2022

Requirements of API Documentation: A Case Study into Computer Vision Services.

Alex Cummaudo, Rajesh Vasa, John C. Grundy, Mohamed Abdelrazek

IEEE Trans. Software Eng., 2022

Comparative analysis of real bugs in open-source Machine Learning projects - A Registered Report.

Tuan Dung Lai, Anj Simmons, Scott Barnett, Jean-Guy Schneider, Rajesh Vasa

CoRR, 2022

Signal Knowledge Graph.

Anj Simmons, Rajesh Vasa

CoRR, 2022

SignalKG: Towards Reasoning about the Underlying Causes of Sensor Observations.

Anj Simmons, Rajesh Vasa, Antonio Giardina

Proceedings of the ISWC 2022 Posters, 2022

Subspace based Anomaly Detection Framework for Point Clouds.

Johnahan Van Zyl, Hung Du, Srikanth Thudumu, Irini Logothetis, Scott Barnett, Rajesh Vasa, Kon Mouzakis

Proceedings of the 18th IEEE International Conference on e-Science, 2022

PiMS: A Pre-ML Labelling Tool.

Irini Logothetis, Scott Barnett, Leonard Hoon, Srikanth Thudumu, Joseph Mathew, Carl Luckhoff, Gerard O'Reilly, David Collard, Rajesh Vasa, Kon Mouzakis, Mark Fitzgerald

Proceedings of the 18th IEEE International Conference on e-Science, 2022

A Framework for Evaluating MRC Approaches with Unanswerable Questions.

Hung Du, Srikanth Thudumu, Sankhya Singh, Scott Barnett, Irini Logothetis, Rajesh Vasa, Kon Mouzakis

Proceedings of the 18th IEEE International Conference on e-Science, 2022

2021

Emotions in Computer Vision Service Q&A.

Alex Cummaudo, Ulrike Maria Graetsch, Maheswaree Kissoon Curumsing, Rajesh Vasa, Scott Barnett, John Grundy

Proceedings of the 6th IEEE/ACM International Workshop on Emotion Awareness in Software Engineering, 2021

Towards a taxonomy for annotation of data science experiment repositories.

Shangeetha Sivasothy, Scott Barnett, Niroshinie Fernando, Rajesh Vasa, Roopak Sinha, Andrew J. Simmons

Proceedings of the 21st IEEE International Working Conference on Source Code Analysis and Manipulation, 2021

Treating Strategic Drift: Alignment Practices in Healthcare Information Systems Implementations.

Roxanne Baudilla Llamzon, Felix T. C. Tan, Lemuria D. Carter, Kon Mouzakis, Rajesh Vasa

Proceedings of the 42nd International Conference on Information Systems, 2021

2020

A revised open source usability defect classification taxonomy.

Nor Shahida Mohamad Yusop, John Grundy, Jean-Guy Schneider, Rajesh Vasa

Inf. Softw. Technol., 2020

Ranking Computer Vision Service Issues using Emotion.

Maheswaree Kissoon Curumsing, Alex Cummaudo, Ulrike Maria Graetsch, Scott Barnett, Rajesh Vasa

CoRR, 2020

Threshy: supporting safe usage of intelligent web services.

Alex Cummaudo, Scott Barnett, Rajesh Vasa, John C. Grundy

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Beware the evolving 'intelligent' web service! an integration architecture tactic to guard AI-first components.

Alex Cummaudo, Scott Barnett, Rajesh Vasa, John C. Grundy, Mohamed Abdelrazek

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Interpreting cloud computer vision pain-points: a mining study of stack overflow.

Alex Cummaudo, Rajesh Vasa, Scott Barnett, John C. Grundy, Mohamed Abdelrazek

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

A large-scale comparative analysis of Coding Standard conformance in Open-Source Data Science projects.

Andrew J. Simmons, Scott Barnett, Jessica Rivera-Villicana, Akshat Bajaj, Rajesh Vasa

Proceedings of the ESEM '20: ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2020

2019

Supporting multi-view development for mobile applications.

Scott Barnett, Iman Avazpour, Rajesh Vasa, John Grundy

J. Comput. Lang., 2019

Emotion-oriented requirements engineering: A case study in developing a smart home system for the elderly.

Maheswaree Kissoon Curumsing, Niroshinie Fernando, Mohamed Abdelrazek, Rajesh Vasa, Kon Mouzakis, John Grundy

J. Syst. Softw., 2019

Merging Intelligent API Responses Using a Proportional Representation Approach.

Tomohiro Ohtake, Alex Cummaudo, Mohamed Abdelrazek, Rajesh Vasa, John C. Grundy

Proceedings of the Web Engineering - 19th International Conference, 2019

Losing Confidence in Quality: Unspoken Evolution of Computer Vision Services.

Alex Cummaudo, Rajesh Vasa, John C. Grundy, Mohamed Abdelrazek, Andrew Cain

Proceedings of the 2019 IEEE International Conference on Software Maintenance and Evolution, 2019

What should I document? A preliminary systematic mapping study into API documentation knowledge.

Alex Cummaudo, Rajesh Vasa, John Grundy

Proceedings of the 2019 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2019

2018

Data Provenance for Sport.

Andrew J. Simmons, Scott Barnett, Simon Vajda, Rajesh Vasa

CoRR, 2018

Measuring traffic congestion: An approach based on learning weighted inequality, spread and aggregation indices from comparison data.

Gleb Beliakov, Marek Gagolewski, Simon James, Shannon Pace, Nicola Pastorello, Elodie Thilliez, Rajesh Vasa

Appl. Soft Comput., 2018

An interaction model for de-identification of human data held by external custodians.

Andrew J. Simmons, Maheswaree Kissoon Curumsing, Rajesh Vasa

Proceedings of the 30th Australian Conference on Computer-Human Interaction, 2018

Preliminary Evaluation of a Guided Usability Defect Report Form.

Nor Shahida Mohamad Yusop, John C. Grundy, Jean-Guy Schneider, Rajesh Vasa

Proceedings of the 25th Australasian Software Engineering Conference, 2018

Evaluating an Open Learner Model Visualisation Prototype Tool with User eXperience Metrics.

Law Check Yee, John C. Grundy, Karola von Baggo, Andrew Cain, Rajesh Vasa

Proceedings of the 25th Australasian Software Engineering Conference, 2018

2017

Reporting Usability Defects: A Systematic Literature Review.

Nor Shahida Mohamad Yusop, John Grundy, Rajesh Vasa

IEEE Trans. Software Eng., 2017

Technical debt interest assessment: from issues to project.

Antonio Martini, Simon Vajda, Rajesh Vasa, Allan Jones, Mohamed Abdelrazek, John Grundy, Jan Bosch

Proceedings of the XP2017 Scientific Workshops, Cologne, Germany, May 22 - 26, 2017, 2017

Spatio-Temporal Reference Frames as Geographic Objects.

Andrew J. Simmons, Rajesh Vasa

Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Analysis of the Textual Content of Mined Open Source Usability Defect Reports.

Nor Shahida Mohamad Yusop, Jean-Guy Schneider, John Grundy, Rajesh Vasa

Proceedings of the 24th Asia-Pacific Software Engineering Conference, 2017

User Perceptions of Using an Open Learner Model Visualisation Tool for Facilitating Self-regulated Learning.

Check Yee Law, John C. Grundy, Andrew Cain, Rajesh Vasa, Alex Cummaudo

Proceedings of the Nineteenth Australasian Computing Education Conference, 2017

2016

An empirical study of user perceived usefulness and preference of open learner model visualisations.

Check Yee Law, John Grundy, Rajesh Vasa, Andrew Cain

Proceedings of the 2016 IEEE Symposium on Visual Languages and Human-Centric Computing, 2016

Spreading word: author frequency of app user reviews.

Leonard Hoon, Milica Stojmenovic, Rajesh Vasa, Graham Farrell

Proceedings of the 28th Australian Conference on Computer-Human Interaction, 2016

Examining Digital Assisted Living: towards a Case Study of Smart Homes for the Elderly.

Niroshinie Fernando, Felix Ter Chian Tan, Rajesh Vasa, Kon Mouzakis, Ian Aitken

Proceedings of the 24th European Conference on Information Systems, 2016

Reporting usability defects: do reporters report what software developers need?

Nor Shahida Mohamad Yusop, John C. Grundy, Rajesh Vasa

Proceedings of the 20th International Conference on Evaluation and Assessment in Software Engineering, 2016

What Influences Usability Defect Reporting? - A Survey of Software Development Practitioners.

Nor Shahida Mohamad Yusop, Jean-Guy Schneider, John C. Grundy, Rajesh Vasa

Proceedings of the 23rd Asia-Pacific Software Engineering Conference, 2016

2015

Viewpoint Modelling with Emotions: A Case Study.

Maheswaree Kissoon Curumsing, Antonio A. Lopez-Lorca, Tim Miller, Leon Sterling, Rajesh Vasa

Int. J. People Oriented Program., 2015

ICT-Enabled Time-Critical Clinical Practices: Examining the Affordances of an Information Processing Solution.

Leonard Hoon, Felix Ter Chian Tan, Rajesh Vasa, Kon Mouzakis, Mark Fitzgerald

Australas. J. Inf. Syst., 2015

A Conceptual Model for Architecting Mobile Applications.

Scott Barnett, Rajesh Vasa, Antony Tang

Proceedings of the 12th Working IEEE/IFIP Conference on Software Architecture, 2015

Hub Map: A new approach for visualizing traffic data sets with multi-attribute link data.

Andrew J. Simmons, Iman Avazpour, Hai Le Vu, Rajesh Vasa

Proceedings of the 2015 IEEE Symposium on Visual Languages and Human-Centric Computing, 2015

A multi-view framework for generating mobile apps.

Scott Barnett, Iman Avazpour, Rajesh Vasa, John C. Grundy

Proceedings of the 2015 IEEE Symposium on Visual Languages and Human-Centric Computing, 2015

Bootstrapping Mobile App Development.

Scott Barnett, Rajesh Vasa, John Grundy

Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

Multi-node Multi-agent Cloud Simulation: Approximating Synchronisation.

Antonio Giardina, Yun Yang, Hai Le Vu, Rajesh Vasa

Proceedings of the 11th IEEE International Conference on e-Science, 2015

A Preliminary Study of Open Learner Model Representation Formats to Support Formative Assessment.

Check Yee Law, John C. Grundy, Andrew Cain, Rajesh Vasa

Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015

Reporting Usability Defects: Limitations of Open Source Defect Repositories and Suggestions for Improvement.

Nor Shahida Mohamad Yusop, John Grundy, Rajesh Vasa

Proceedings of the 24th Australasian Software Engineering Conference, 2015

Spectrum-Based Runtime Anomaly Localisation in Service-Based Systems.

Qiang He, Xiaoyuan Xie, Feifei Chen, Yanchun Wang, Rajesh Vasa, Yun Yang, Hai Jin

Proceedings of the 2015 IEEE International Conference on Services Computing, 2015

QoS-Aware Service Selection for Customisable Multi-tenant Service-Based Systems: Maturity and Approaches.

Qiang He, Jun Han, Feifei Chen, Yanchun Wang, Rajesh Vasa, Yun Yang, Hai Jin

Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014

Designing an Evaluation Tool to Measure Emotional Goals.

Maheswaree Kissoon Curumsing, Sonja Pedell, Rajesh Vasa

Int. J. People Oriented Program., 2014

2013

Awesome!: conveying satisfaction on the app store.

Leonard Hoon, Rajesh Vasa, Gloria Yoanita Martino, Jean-Guy Schneider, Kon Mouzakis

Proceedings of the Augmentation, Application, Innovation, Collaboration, OzCHI '13, Adelaide, Australia - November 25, 2013

2012

Learning Better Inspection Optimization Policies.

Markus Lumpe, Rajesh Vasa, Tim Menzies, Rebecca Rush, Burak Turhan

Int. J. Softw. Eng. Knowl. Eng., 2012

A preliminary analysis of mobile app user reviews.

Rajesh Vasa, Leonard Hoon, Kon Mouzakis, Akihiro Noguchi

Proceedings of the 24th Australian Computer-Human Interaction Conference, OzCHI '12, Melbourne, VIC, Australia - November 26, 2012

A preliminary analysis of vocabulary in mobile app user reviews.

Leonard Hoon, Rajesh Vasa, Jean-Guy Schneider, Kon Mouzakis

Proceedings of the 24th Australian Computer-Human Interaction Conference, OzCHI '12, Melbourne, VIC, Australia - November 26, 2012

Impact of viral propagation on user interface design.

Antonio Giardina, Rajesh Vasa, Felix Ter Chian Tan

Proceedings of the 24th Australian Computer-Human Interaction Conference, OzCHI '12, Melbourne, VIC, Australia - November 26, 2012

2011

Leveraging emerging web technologies for community engagement project success in higher education.

Felix Ter Chian Tan, Rosemary Stockdale, Rajesh Vasa

Proceedings of the 19th European Conference on Information Systems, 2011

Toward a Social Media Usage Policy.

Felix Ter Chian Tan, Rajesh Vasa

Proceedings of the Australasian Conference on Information Systems, 2011

2010

Partition Refinement of Component Interaction Automata: Why Structure Matters More Than Size

Markus Lumpe, Rajesh Vasa

Proceedings of the Proceedings International Workshop on Component and Service Interoperability, 2010

Do metrics help to identify refactoring?

Jean-Guy Schneider, Rajesh Vasa, Leonard Hoon

Proceedings of the Joint ERCIM Workshop on Software Evolution (EVOL) and International Workshop on Principles of Software Evolution (IWPSE), 2010

On the Use of Properties in Java Applications.

Markus Lumpe, Samiran Mahmud, Rajesh Vasa

Proceedings of the 21st Australian Software Engineering Conference (ASWEC 2010), 2010

2009

Software Architecture Design Reasoning: A Case for Improved Methodology Support.

Antony Tang, Jun Han, Rajesh Vasa

IEEE Softw., 2009

Comparative analysis of evolving software systems using the Gini coefficient.

Rajesh Vasa, Markus Lumpe, Philip Branch, Oscar Nierstrasz

Proceedings of the 25th IEEE International Conference on Software Maintenance (ICSM 2009), 2009

2007

On the Resilience of Classes to Change.

Rajesh Vasa, Jean-Guy Schneider, Oscar Nierstrasz, Clinton J. Woodward

Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2007

Patterns of Component Evolution.

Rajesh Vasa, Markus Lumpe, Jean-Guy Schneider

Proceedings of the Software Composition - 6th International Symposium, 2007

The Inevitable Stability of Software Change.

Rajesh Vasa, Jean-Guy Schneider, Oscar Nierstrasz

Proceedings of the 23rd IEEE International Conference on Software Maintenance (ICSM 2007), 2007

2006

Agile Practices in Software Development - Experiences from Student Projects.

Jean-Guy Schneider, Rajesh Vasa

Proceedings of the 17th Australian Software Engineering Conference (ASWEC 2006), 2006

2005

Detecting structural changes in object oriented software systems.

Rajesh Vasa, Jean-Guy Schneider, Clinton J. Woodward, Andrew Cain

Proceedings of the 2005 International Symposium on Empirical Software Engineering (ISESE 2005), 2005

2003

Object-Oriented Reengineering.

Serge Demeyer, Stéphane Ducasse, Kim Mens, Adrian Trifu, Rajesh Vasa, Filip Van Rysselberghe

Proceedings of the Object-Oriented Technology: ECOOP 2003 Workshop Reader, 2003