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- ArticleNovember 2024
Highlighting Case Studies in LLM Literature Review of Interdisciplinary System Science
AbstractLarge Language Models (LLMs) were used to assist four Commonwealth Scientific and Industrial Research Organisation (CSIRO) researchers to perform systematic literature reviews (SLR). We evaluate the performance of LLMs for SLR tasks in these case ...
- ArticleSeptember 2021
- ArticleJuly 2021
- research-articleOctober 2021
Anomaly Detection in a Boxed Beef Supply Chain
ICCMS '21: Proceedings of the 13th International Conference on Computer Modeling and SimulationPages 1–7https://doi.org/10.1145/3474963.3474964An approach to simulating and analysing sensor events in a boxed beef supply chain is presented. The simulation component reflects our industrial partner’s transport routes and parameters under normal and abnormal conditions. The simulated transport ...
- ArticleJuly 2020
Possible Models Computation and Revision – A Practical Approach
AbstractThis paper describes a method of computing plausible states of a system as a logical model. The problem of analyzing state-based systems as they evolve over time has been studied widely in the automated reasoning community (and others). This paper ...
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- research-articleFebruary 2020
Blocking and Other Enhancements for Bottom-Up Model Generation Methods
Journal of Automated Reasoning (JAUR), Volume 64, Issue 2Pages 197–251https://doi.org/10.1007/s10817-019-09515-1AbstractModel generation is a problem complementary to theorem proving and is important for fault analysis and debugging of formal specifications of security protocols, programs and terminological definitions, for example. This paper discusses several ...
- articleJanuary 2019
SMART: an open source data labeling platform for supervised learning
SMART is an open source web application designed to help data scientists and research teams efficiently build labeled training data sets for supervised machine learning tasks. SMART provides users with an intuitive interface for creating labeled data ...
- research-articleApril 2016
New methodology for on-chip RF reliability assessment
- Leonhard Heiß,
- Andreas Lachmann,
- Reiner Schwab,
- Georgios Panagopoulos,
- Peter Baumgartner,
- Mamatha Yakkegondi Virupakshappaa,
- Doris Schmitt-Landsiedel
2016 IEEE International Reliability Physics Symposium (IRPS)Pages 4C-5-1–4C-5-7https://doi.org/10.1109/IRPS.2016.7574541This work presents a systematic approach to investigate transistor reliability at high frequencies with on-chip stress circuits. The problem of state-of-the art on-chip stress circuits is that the actual stress signal at the device cannot be verified by ...
- bookMarch 2015
High Performance Django
Getting started with Django is easy. There are tutorials and books that literally walk you through the process of getting your first site up and running. Taking that code from your laptop to the real world is like opening pandoras box. Should I use ...
- research-articleOctober 2013
Finding the "right" level of abstraction for patterns
PLoP '13: Proceedings of the 20th Conference on Pattern Languages of ProgramsArticle No.: 31, Pages 1–16Patterns are abstractions of multiple instances to a core invariant structure of the solution. But what level of abstractions to choose? As each abstraction means a loss of information, we need to think about which abstractions are justified to have ...
- ArticleJune 2013
Hierarchic superposition with weak abstraction
CADE'13: Proceedings of the 24th international conference on Automated DeductionPages 39–57https://doi.org/10.1007/978-3-642-38574-2_3Many applications of automated deduction require reasoning in first-order logic modulo background theories, in particular some form of integer arithmetic. A major unsolved research challenge is to design theorem provers that are "reasonably complete" ...
- articleSeptember 2012
AI@NICTA
- Nick Barnes,
- Peter Baumgartner,
- Tiberio Caetano,
- Hugh Durrant‐Whyte,
- Gerwin Klein,
- Penelope Sanderson,
- Abdul Sattar,
- Peter Stuckey,
- Sylvie Thiebaux,
- Pascal Van Hentenryck,
- Toby Walsh
NICTA is Australia's Information and Communications Technology (ICT) Centre of Excellence. It is the largest organization in Australia dedicated to ICT research. While it has close links with local universities, it is in fact an independent but not‐for‐...
- articleSeptember 2012
Model Evolution with equality - Revised and implemented
Journal of Symbolic Computation (JOSC), Volume 47, Issue 9Pages 1011–1045https://doi.org/10.1016/j.jsc.2011.12.031In many theorem proving applications, a proper treatment of equational theories or equality is mandatory. In this paper, we show how to integrate a modern treatment of equality in the Model Evolution calculus (ME), a first-order version of the ...
- ArticleMarch 2012
The TPTP typed first-order form with arithmetic
LPAR'12: Proceedings of the 18th international conference on Logic for Programming, Artificial Intelligence, and ReasoningPages 406–419https://doi.org/10.1007/978-3-642-28717-6_32The TPTP World is a well established infrastructure supporting research, development, and deployment of Automated Theorem Proving systems. Recently, the TPTP World has been extended to include a typed first-order logic, which in turn has enabled the ...
- articleAugust 2011
A Combined Superposition and Model Evolution Calculus
Journal of Automated Reasoning (JAUR), Volume 47, Issue 2Pages 191–227https://doi.org/10.1007/s10817-010-9214-xWe present a new calculus for first-order theorem proving with equality, $ \mathcal{ME}+$ Sup, which generalizes both the Superposition calculus and the Model Evolution calculus (with equality) by integrating their inference rules and redundancy criteria in a non-...
- ArticleJuly 2011
Model evolution with equality modulo built-in theories
Many applications of automated deduction require reasoning modulo background theories, in particular some form of integer arithmetic. Developing corresponding automated reasoning systems that are also able to deal with quantified formulas has recently ...
- research-articleJuly 2011
Showcase of learning: towards a pattern language for working with electronic portfolios in higher education
EuroPLoP '11: Proceedings of the 16th European Conference on Pattern Languages of ProgramsArticle No.: 6, Pages 1–30https://doi.org/10.1145/2396716.2396722Like a shop window facing the street and displaying delicate or valuable articles, an electronic portfolio showcase required skills of students and demonstrates that they understand how to apply their prowess. However, the work with electronic ...
- research-articleJuly 2010
The potential of Christopher Alexander's theory and practice of wholeness: clues for developing an educational taxonomy
EuroPLoP '10: Proceedings of the 15th European Conference on Pattern Languages of ProgramsArticle No.: 12, Pages 1–21https://doi.org/10.1145/2328909.2328924This is a paper about how to transfer design patterns from architecture and software engineering to education. It is about the nature of pedagogical patterns -- what specific structures they have -- and about the potential of Christopher Alexander's ...