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ORCIDRajesh Vasa
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2020 – today
- 2024
[j16]Tuan Dung Lai
, Anj Simmons, Scott Barnett, Jean-Guy Schneider, Rajesh Vasa:
Comparative analysis of real issues in open-source machine learning projects. Empir. Softw. Eng. 29(3): 60 (2024)- [j15]Zafaryab Rasool, Stefanus Kurniawan, Sherwin Balugo, Scott Barnett, Rajesh Vasa, Courtney Chesser, Benjamin M. Hampstead, Sylvie Belleville, Kon Mouzakis, Alex Bahar-Fuchs:
Evaluating LLMs on document-based QA: Exact answer selection and numerical extraction using CogTale dataset. Nat. Lang. Process. J. 8: 100083 (2024) - [c55]Hala Abdelkader, Mohamed Abdelrazek, Scott Barnett, Jean-Guy Schneider, Priya Rani, Rajesh Vasa:
ML-On-Rails: Safeguarding Machine Learning Models in Software Systems - A Case Study. CAIN 2024: 178-183 - [i20]Hala Abdelkader, Mohamed Abdelrazek, Scott Barnett, Jean-Guy Schneider, Priya Rani, Rajesh Vasa:
ML-On-Rails: Safeguarding Machine Learning Models in Software Systems A Case Study. CoRR abs/2401.06513 (2024) - [i19]Hung Du, Srikanth Thudumu, Rajesh Vasa, Kon Mouzakis:
A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions. CoRR abs/2402.01968 (2024) - [i18]Shangeetha Sivasothy, Scott Barnett, Stefanus Kurniawan, Zafaryab Rasool, Rajesh Vasa:
RAGProbe: An Automated Approach for Evaluating RAG Applications. CoRR abs/2409.19019 (2024) - 2023
- [j14]Hy Nguyen, Srikanth Thudumu, Hung Du, Kon Mouzakis, Rajesh Vasa:
UAV Dynamic Object Tracking with Lightweight Deep Vision Reinforcement Learning. Algorithms 16(5): 227 (2023) - [j13]Hung Du, Srikanth Thudumu, Antonio Giardina, Rajesh Vasa, Kon Mouzakis, Li Jiang, John Chisholm, Sanat Bista:
Contextual topic discovery using unsupervised keyphrase extraction and hierarchical semantic graph model. J. Big Data 10(1): 156 (2023) - [c54]Venkat Munagala, Sankhya Singh, Srikanth Thudumu, Irini Logothetis, Sushil Bhandari, Amit Bhandari, Kon Mouzakis, Rajesh Vasa:
An Integrated Federated Learning and Meta-Learning Approach for Mining Operations. AI (1) 2023: 379-390 - [c53]Hung Du, Srikanth Thudumu, Sankhya Singh, Scott Barnett, Irini Logothetis, Rajesh Vasa, Kon Mouzakis:
Decentralized Federated Learning Strategy with Image Classification using ResNet Architecture. CCNC 2023: 706-707 - [c52]Aleksandar Pasquini, Rajesh Vasa, Hassan Habibi Gharakheili, Irini Logothetis, Minh Tran, Alexander Chambers:
Exploring the Reliability of IoT Packet Classifiers: An Experimental Study. GLOBECOM (Workshops) 2023: 596-601 - [c51]Sheng Wong, Scott Barnett, Jessica Rivera-Villicana, Anj Simmons, Hala Abdelkader, Jean-Guy Schneider, Rajesh Vasa:
MLGuard: Defend Your Machine Learning Model! SE4SafeML@SIGSOFT FSE 2023: 10-13 - [i17]Anj Simmons, Rajesh Vasa:
Garbage in, garbage out: Zero-shot detection of crime using Large Language Models. CoRR abs/2307.06844 (2023) - [i16]Sheng Wong, Scott Barnett, Jessica Rivera-Villicana, Anj Simmons, Hala Abdelkader, Jean-Guy Schneider, Rajesh Vasa:
MLGuard: Defend Your Machine Learning Model! CoRR abs/2309.01379 (2023) - [i15]Zafaryab Rasool, Scott Barnett, Stefanus Kurniawan, Sherwin Balugo, Rajesh Vasa, Courtney Chesser, Alex Bahar-Fuchs:
Evaluating LLMs on Document-Based QA: Exact Answer Selection and Numerical Extraction using Cogtale dataset. CoRR abs/2311.07878 (2023) - [i14]Irini Logothetis, Priya Rani, Shangeetha Sivasothy, Rajesh Vasa, Kon Mouzakis:
Smart Home Goal Feature Model - A guide to support Smart Homes for Ageing in Place. CoRR abs/2311.09248 (2023) - 2022
- [j12]Alex Cummaudo, Rajesh Vasa, John C. Grundy, Mohamed Abdelrazek:
Requirements of API Documentation: A Case Study into Computer Vision Services. IEEE Trans. Software Eng. 48(6): 2010-2027 (2022) - [c50]Johnahan Van Zyl, Hung Du, Srikanth Thudumu, Irini Logothetis, Scott Barnett, Rajesh Vasa, Kon Mouzakis:
Subspace based Anomaly Detection Framework for Point Clouds. e-Science 2022: 316-325 - [c49]Irini Logothetis, Scott Barnett, Leonard Hoon, Srikanth Thudumu, Joseph Mathew, Carl Luckhoff, Gerard O'Reilly, David Collard, Rajesh Vasa, Kon Mouzakis, Mark Fitzgerald:
PiMS: A Pre-ML Labelling Tool. e-Science 2022: 431-432 - [c48]Hung Du, Srikanth Thudumu, Sankhya Singh, Scott Barnett, Irini Logothetis, Rajesh Vasa, Kon Mouzakis:
A Framework for Evaluating MRC Approaches with Unanswerable Questions. e-Science 2022: 435-436 - [c47]Anj Simmons, Rajesh Vasa, Antonio Giardina:
SignalKG: Towards Reasoning about the Underlying Causes of Sensor Observations. ISWC (Posters/Demos/Industry) 2022 - [i13]Anj Simmons, Rajesh Vasa:
Signal Knowledge Graph. CoRR abs/2206.12111 (2022) - [i12]Anj Simmons, Rajesh Vasa, Antonio Giardina:
SignalKG: Towards Reasoning about the Underlying Causes of Sensor Observations. CoRR abs/2208.05627 (2022) - [i11]Tuan Dung Lai, Anj Simmons, Scott Barnett, Jean-Guy Schneider, Rajesh Vasa:
Comparative analysis of real bugs in open-source Machine Learning projects - A Registered Report. CoRR abs/2209.09932 (2022) - 2021
- [c46]Roxanne Baudilla Llamzon, Felix T. C. Tan, Lemuria D. Carter, Kon Mouzakis, Rajesh Vasa:
Treating Strategic Drift: Alignment Practices in Healthcare Information Systems Implementations. ICIS 2021 - [c45]Shangeetha Sivasothy, Scott Barnett, Niroshinie Fernando, Rajesh Vasa, Roopak Sinha, Andrew J. Simmons:
Towards a taxonomy for annotation of data science experiment repositories. SCAM 2021: 76-80 - [c44]Alex Cummaudo, Ulrike Maria Graetsch, Maheswaree Kissoon Curumsing, Rajesh Vasa, Scott Barnett, John Grundy:
Emotions in Computer Vision Service Q&A. SEmotion@ICSE 2021: 13-18 - 2020
- [j11]Nor Shahida Mohamad Yusop, John Grundy, Jean-Guy Schneider, Rajesh Vasa:
A revised open source usability defect classification taxonomy. Inf. Softw. Technol. 128: 106396 (2020) - [c43]Andrew J. Simmons, Scott Barnett, Jessica Rivera-Villicana, Akshat Bajaj, Rajesh Vasa:
A large-scale comparative analysis of Coding Standard conformance in Open-Source Data Science projects. ESEM 2020: 1:1-1:11 - [c42]Alex Cummaudo, Rajesh Vasa, Scott Barnett, John C. Grundy, Mohamed Abdelrazek:
Interpreting cloud computer vision pain-points: a mining study of stack overflow. ICSE 2020: 1584-1596 - [c41]Alex Cummaudo, Scott Barnett, Rajesh Vasa, John C. Grundy, Mohamed Abdelrazek:
Beware the evolving 'intelligent' web service! an integration architecture tactic to guard AI-first components. ESEC/SIGSOFT FSE 2020: 269-280 - [c40]Alex Cummaudo, Scott Barnett, Rajesh Vasa, John C. Grundy:
Threshy: supporting safe usage of intelligent web services. ESEC/SIGSOFT FSE 2020: 1645-1649 - [i10]Alex Cummaudo, Rajesh Vasa, Scott Barnett, John C. Grundy, Mohamed Abdelrazek:
Interpreting Cloud Computer Vision Pain-Points: A Mining Study of Stack Overflow. CoRR abs/2001.10130 (2020) - [i9]Maheswaree Kissoon Curumsing, Alex Cummaudo, Ulrike Maria Graetsch, Scott Barnett, Rajesh Vasa:
Ranking Computer Vision Service Issues using Emotion. CoRR abs/2004.03120 (2020) - [i8]Alex Cummaudo, Scott Barnett, Rajesh Vasa, John C. Grundy, Mohamed Abdelrazek:
Beware the evolving 'intelligent' web service! An integration architecture tactic to guard AI-first components. CoRR abs/2005.13186 (2020) - [i7]Andrew J. Simmons, Scott Barnett, Jessica Rivera-Villicana, Akshat Bajaj, Rajesh Vasa:
A large-scale comparative analysis of Coding Standard conformance in Open-Source Data Science projects. CoRR abs/2007.08978 (2020) - [i6]Alex Cummaudo, Scott Barnett, Rajesh Vasa, John C. Grundy:
Threshy: Supporting Safe Usage of Intelligent Web Services. CoRR abs/2008.08252 (2020) - [i5]Alex Cummaudo, Rajesh Vasa, John C. Grundy, Mohamed Almorsy Abdelrazek:
Requirements of API Documentation: A Case Study into Computer Vision Services. CoRR abs/2012.13728 (2020)
2010 – 2019
- 2019
- [j10]Maheswaree Kissoon Curumsing, Niroshinie Fernando, Mohamed Abdelrazek, Rajesh Vasa, Kon Mouzakis, John Grundy:
Emotion-oriented requirements engineering: A case study in developing a smart home system for the elderly. J. Syst. Softw. 147: 215-229 (2019) - [j9]Scott Barnett, Iman Avazpour, Rajesh Vasa, John Grundy:
Supporting multi-view development for mobile applications. J. Comput. Lang. 51: 88-96 (2019) - [c39]Alex Cummaudo, Rajesh Vasa, John Grundy:
What should I document? A preliminary systematic mapping study into API documentation knowledge. ESEM 2019: 1-6 - [c38]Alex Cummaudo, Rajesh Vasa, John C. Grundy, Mohamed Abdelrazek, Andrew Cain:
Losing Confidence in Quality: Unspoken Evolution of Computer Vision Services. ICSME 2019: 333-342 - [c37]Tomohiro Ohtake, Alex Cummaudo, Mohamed Abdelrazek, Rajesh Vasa, John C. Grundy:
Merging Intelligent API Responses Using a Proportional Representation Approach. ICWE 2019: 391-406 - [i4]Alex Cummaudo, Rajesh Vasa, John C. Grundy, Mohamed Abdelrazek, Andrew Cain:
Losing Confidence in Quality: Unspoken Evolution of Computer Vision Services. CoRR abs/1906.07328 (2019) - [i3]Alex Cummaudo, Rajesh Vasa, John C. Grundy:
What should I document? A preliminary systematic mapping study into API documentation knowledge. CoRR abs/1907.13260 (2019) - 2018
- [j8]Gleb Beliakov, Marek Gagolewski, Simon James, Shannon Pace, Nicola Pastorello, Elodie Thilliez, Rajesh Vasa:
Measuring traffic congestion: An approach based on learning weighted inequality, spread and aggregation indices from comparison data. Appl. Soft Comput. 67: 910-919 (2018) - [c36]Law Check Yee, John C. Grundy, Karola von Baggo, Andrew Cain, Rajesh Vasa:
Evaluating an Open Learner Model Visualisation Prototype Tool with User eXperience Metrics. ASWEC 2018: 51-60 - [c35]Nor Shahida Mohamad Yusop, John C. Grundy, Jean-Guy Schneider, Rajesh Vasa:
Preliminary Evaluation of a Guided Usability Defect Report Form. ASWEC 2018: 81-90 - [c34]Andrew J. Simmons, Maheswaree Kissoon Curumsing, Rajesh Vasa:
An interaction model for de-identification of human data held by external custodians. OZCHI 2018: 23-26 - [i2]Andrew J. Simmons, Scott Barnett, Simon Vajda, Rajesh Vasa:
Data Provenance for Sport. CoRR abs/1812.05804 (2018) - 2017
- [j7]Nor Shahida Mohamad Yusop, John Grundy, Rajesh Vasa:
Reporting Usability Defects: A Systematic Literature Review. IEEE Trans. Software Eng. 43(9): 848-867 (2017) - [c33]Check Yee Law, John C. Grundy, Andrew Cain, Rajesh Vasa, Alex Cummaudo:
User Perceptions of Using an Open Learner Model Visualisation Tool for Facilitating Self-regulated Learning. ACE 2017: 55-64 - [c32]Nor Shahida Mohamad Yusop, Jean-Guy Schneider, John Grundy, Rajesh Vasa:
Analysis of the Textual Content of Mined Open Source Usability Defect Reports. APSEC 2017: 358-367 - [c31]Andrew J. Simmons, Rajesh Vasa:
Spatio-Temporal Reference Frames as Geographic Objects. SIGSPATIAL/GIS 2017: 95:1-95:4 - [c30]Antonio Martini, Simon Vajda, Rajesh Vasa, Allan Jones, Mohamed Abdelrazek, John Grundy, Jan Bosch:
Technical debt interest assessment: from issues to project. XP Workshops 2017: 9:1-9:6 - [i1]Andrew J. Simmons, Rajesh Vasa:
Spatio-Temporal Reference Frames as Geographic Objects. CoRR abs/1711.00218 (2017) - 2016
- [c29]Nor Shahida Mohamad Yusop, Jean-Guy Schneider, John C. Grundy, Rajesh Vasa:
What Influences Usability Defect Reporting? - A Survey of Software Development Practitioners. APSEC 2016: 17-24 - [c28]Nor Shahida Mohamad Yusop, John C. Grundy, Rajesh Vasa:
Reporting usability defects: do reporters report what software developers need? EASE 2016: 38:1-38:10 - [c27]Niroshinie Fernando, Felix Ter Chian Tan, Rajesh Vasa, Kon Mouzakis, Ian Aitken:
Examining Digital Assisted Living: towards a Case Study of Smart Homes for the Elderly. ECIS 2016: Research-in-Progress Paper 70 - [c26]Leonard Hoon, Milica Stojmenovic, Rajesh Vasa, Graham Farrell:
Spreading word: author frequency of app user reviews. OZCHI 2016: 643-645 - [c25]Check Yee Law, John Grundy, Rajesh Vasa, Andrew Cain:
An empirical study of user perceived usefulness and preference of open learner model visualisations. VL/HCC 2016: 49-53 - 2015
- [j6]Leonard Hoon, Felix Ter Chian Tan, Rajesh Vasa, Kon Mouzakis, Mark Fitzgerald:
ICT-Enabled Time-Critical Clinical Practices: Examining the Affordances of an Information Processing Solution. Australas. J. Inf. Syst. 19 (2015) - [j5]Maheswaree Kissoon Curumsing, Antonio A. Lopez-Lorca, Tim Miller, Leon Sterling, Rajesh Vasa:
Viewpoint Modelling with Emotions: A Case Study. Int. J. People Oriented Program. 4(2): 25-53 (2015) - [c24]Qiang He, Jun Han, Feifei Chen, Yanchun Wang, Rajesh Vasa, Yun Yang, Hai Jin:
QoS-Aware Service Selection for Customisable Multi-tenant Service-Based Systems: Maturity and Approaches. CLOUD 2015: 237-244 - [c23]Qiang He, Xiaoyuan Xie, Feifei Chen, Yanchun Wang, Rajesh Vasa, Yun Yang, Hai Jin:
Spectrum-Based Runtime Anomaly Localisation in Service-Based Systems. SCC 2015: 90-97 - [c22]Nor Shahida Mohamad Yusop, John Grundy, Rajesh Vasa:
Reporting Usability Defects: Limitations of Open Source Defect Repositories and Suggestions for Improvement. ASWEC (2) 2015: 38-43 - [c21]Check Yee Law, John C. Grundy, Andrew Cain, Rajesh Vasa:
A Preliminary Study of Open Learner Model Representation Formats to Support Formative Assessment. COMPSAC 2015: 887-892 - [c20]Antonio Giardina, Yun Yang, Hai Le Vu, Rajesh Vasa:
Multi-node Multi-agent Cloud Simulation: Approximating Synchronisation. e-Science 2015: 542-550 - [c19]Scott Barnett, Rajesh Vasa, John Grundy:
Bootstrapping Mobile App Development. ICSE (2) 2015: 657-660 - [c18]Andrew J. Simmons, Iman Avazpour, Hai Le Vu, Rajesh Vasa:
Hub Map: A new approach for visualizing traffic data sets with multi-attribute link data. VL/HCC 2015: 219-223 - [c17]Scott Barnett, Iman Avazpour, Rajesh Vasa, John C. Grundy:
A multi-view framework for generating mobile apps. VL/HCC 2015: 305-306 - [c16]Scott Barnett, Rajesh Vasa, Antony Tang:
A Conceptual Model for Architecting Mobile Applications. WICSA 2015: 105-114 - 2014
- [j4]Maheswaree Kissoon Curumsing, Sonja Pedell, Rajesh Vasa:
Designing an Evaluation Tool to Measure Emotional Goals. Int. J. People Oriented Program. 3(1): 22-43 (2014) - 2013
- [c15]Leonard Hoon, Rajesh Vasa, Gloria Yoanita Martino, Jean-Guy Schneider, Kon Mouzakis:
Awesome!: conveying satisfaction on the app store. OZCHI 2013: 229-232 - 2012
- [j3]Markus Lumpe, Rajesh Vasa, Tim Menzies, Rebecca Rush, Burak Turhan:
Learning Better Inspection Optimization Policies. Int. J. Softw. Eng. Knowl. Eng. 22(5): 621-644 (2012) - [c14]Antonio Giardina, Rajesh Vasa, Felix Ter Chian Tan:
Impact of viral propagation on user interface design. OZCHI 2012: 154-157 - [c13]Rajesh Vasa, Leonard Hoon, Kon Mouzakis, Akihiro Noguchi:
A preliminary analysis of mobile app user reviews. OZCHI 2012: 241-244 - [c12]Leonard Hoon, Rajesh Vasa, Jean-Guy Schneider, Kon Mouzakis:
A preliminary analysis of vocabulary in mobile app user reviews. OZCHI 2012: 245-248 - [e1]Vivienne Farrell, Graham Farrell, Caslon Chua, Weidong Huang, Rajesh Vasa, Clinton Woodward:
The 24th Australian Computer-Human Interaction Conference, OzCHI '12, Melbourne, VIC, Australia - November 26 - 30, 2012. ACM 2012, ISBN 978-1-4503-1438-1 [contents] - 2011
- [c11]Felix Ter Chian Tan, Rajesh Vasa:
Toward a Social Media Usage Policy. ACIS 2011 - [c10]Felix Ter Chian Tan, Rosemary Stockdale, Rajesh Vasa:
Leveraging emerging web technologies for community engagement project success in higher education. ECIS 2011: 207 - 2010
- [c9]Markus Lumpe, Samiran Mahmud, Rajesh Vasa:
On the Use of Properties in Java Applications. Australian Software Engineering Conference 2010: 235-244 - [c8]Jean-Guy Schneider, Rajesh Vasa, Leonard Hoon:
Do metrics help to identify refactoring? EVOL/IWPSE 2010: 3-7 - [c7]Markus Lumpe, Rajesh Vasa:
Partition Refinement of Component Interaction Automata: Why Structure Matters More Than Size. WCSI 2010: 12-26
2000 – 2009
- 2009
- [j2]Antony Tang, Jun Han, Rajesh Vasa:
Software Architecture Design Reasoning: A Case for Improved Methodology Support. IEEE Softw. 26(2): 43-49 (2009) - [c6]Rajesh Vasa, Markus Lumpe, Philip Branch, Oscar Nierstrasz:
Comparative analysis of evolving software systems using the Gini coefficient. ICSM 2009: 179-188 - 2007
- [j1]Rajesh Vasa, Jean-Guy Schneider, Oscar Nierstrasz, Clinton J. Woodward:
On the Resilience of Classes to Change. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 8 (2007) - [c5]Rajesh Vasa, Jean-Guy Schneider, Oscar Nierstrasz:
The Inevitable Stability of Software Change. ICSM 2007: 4-13 - [c4]Rajesh Vasa, Markus Lumpe, Jean-Guy Schneider:
Patterns of Component Evolution. SC@ETAPS 2007: 235-251 - 2006
- [c3]Jean-Guy Schneider, Rajesh Vasa:
Agile Practices in Software Development - Experiences from Student Projects. ASWEC 2006: 401-410 - 2005
- [c2]Rajesh Vasa, Jean-Guy Schneider, Clinton J. Woodward, Andrew Cain:
Detecting structural changes in object oriented software systems. ISESE 2005: 479-486 - 2003
- [c1]Serge Demeyer, Stéphane Ducasse, Kim Mens, Adrian Trifu, Rajesh Vasa, Filip Van Rysselberghe:
Object-Oriented Reengineering. ECOOP Workshops 2003: 72-85
Coauthor Index
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