Australasian Computer Science Conference最新文献_第6页

Alias Analysis for Exceptions in Java Java异常的别名分析

Australasian Computer Science Conference Pub Date : 1900-01-01 DOI: 10.1145/563857.563838

Jehak Woo, Jongwook Woo, I. Attali, D. Caromel, J. Gaudiot, A. Wendelborn

引用次数: 4

Application Rates to Undergraduate Programs in Information Technology in Australian Universities 澳大利亚大学信息技术本科课程的申请率

Australasian Computer Science Conference Pub Date : 1900-01-01 DOI: 10.1145/563857.563827

J. Roddick, Adrienne L. Nieuwenhuis

{"title":"Application Rates to Undergraduate Programs in Information Technology in Australian Universities","authors":"J. Roddick, Adrienne L. Nieuwenhuis","doi":"10.1145/563857.563827","DOIUrl":"https://doi.org/10.1145/563857.563827","url":null,"abstract":"Over the past decade, there has been much discussion regarding both the supply and the current and potential demand for information technology-oriented graduates in Australia with numerous surveys and market analyses being undertaken. some surveys have focussed on the supply of graduates from the tertiary and VET sectors and their demand in Australian industry, while others discuss enrolment statistics into IT based University and VET sector courses. Few, however, investigate application rates to IT courses.At the same time, there has been a general, and in some cases significant, decline in the application rates for some science and engineering courses prompting universities to review their awards with a view to making them more attractive to students and industry. In many cases this has resulted in the development of more highly specialised awards and in others in substantial shifts in quota.In this paper we investigate application trends for information technology-oriented awards from a number of perspectives, including the market perceptions of the institution offering the degree and the manner in which the award is combined with other disciplines. Although this study takes advantage of the centralised admissions systems used in Australia, data available elsewhere shows that the results may be applicable more broadly.","PeriodicalId":136130,"journal":{"name":"Australasian Computer Science Conference","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126870259","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Learning and the Reflective Journal in Computer Science 计算机科学中的学习与反思期刊

Australasian Computer Science Conference Pub Date : 1900-01-01 DOI: 10.1145/563857.563811

S. George

{"title":"Learning and the Reflective Journal in Computer Science","authors":"S. George","doi":"10.1145/563857.563811","DOIUrl":"https://doi.org/10.1145/563857.563811","url":null,"abstract":"This paper describes the use of the reflective journal in a computer programming course at the University of South Australia. We describe rationale for the journal relating it to the contribution it can make to generic skills of lifelong learning, problem-solving, communication and awareness of personal learning strategies. We also relate it to the Personal Software Process (PSP) used by industry to encourage software engineers to improve productivity by 'review', with collation of software productivity metrics and awareness of personal and team level practice.We introduce the detail how students were asked to use the journal and evaluate its influence on learning. We present a selection of student reflections on the journal and summarise attainment comparing attainment in the journal with other more traditional items of assessment. We conclude that there is a place for the reflective journal in programming courses - a number of students reported benefits to their learning along a number of dimensions - and this was supported with evidence both in their journal itself and by their absolute attainment. We also note that the reflective journal is not universally accepted (or even recognised as a 'valid' learning activity by some). However, we recommend further use and development of such reflective techniques in computer science to stimulate good software practice and deep learning.","PeriodicalId":136130,"journal":{"name":"Australasian Computer Science Conference","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132166954","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 53

Unsupervised band removal leading to improved classification accuracy of hyperspectral images 无监督波段去除提高了高光谱图像的分类精度

Australasian Computer Science Conference Pub Date : 1900-01-01 DOI: 10.1145/1151699.1151704

R. I. Faulconbridge, Mark R. Pickering, Michael J. Ryan

{"title":"Unsupervised band removal leading to improved classification accuracy of hyperspectral images","authors":"R. I. Faulconbridge, Mark R. Pickering, Michael J. Ryan","doi":"10.1145/1151699.1151704","DOIUrl":"https://doi.org/10.1145/1151699.1151704","url":null,"abstract":"Remotely-sensed images of the earth's surface are used across a wide range of industries and applications including agriculture, mining, defence, geography and geology, to name but a few. Hyperspectral sensors produce these images by providing reflectance data from the earth's surface over a broad range of wavelengths or bands. Some of the bands suffer from a low signal-to noise ratio (SNR) and do not contribute to the subsequent classification of pixels within the hyperspectral image. Users of hyperspectral images typically become familiar with individual images or sensors and often manually omit these bands before classification.We propose a process that automatically determines the spectral bands that may not contribute to classification and removes these bands from the image. Removal of these bands improves the classification performance of a well-researched hyperspectral test image by over 10% whilst reducing the size of the image from a data storage perspective by almost 30%. The process does not rely on prior knowledge of the sensor, the image or the phenomenology causing the SNR problem.In future work, we aim to develop compression algorithms that incorporate this process to achieve satisfactory compression ratios whilst maintaining acceptable classification accuracies.","PeriodicalId":136130,"journal":{"name":"Australasian Computer Science Conference","volume":"85 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126007994","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 7

SPiKE: engineering malware analysis tools using unobtrusive binary-instrumentation SPiKE:使用不显眼的二进制工具的工程恶意软件分析工具

Australasian Computer Science Conference Pub Date : 1900-01-01 DOI: 10.1145/1151699.1151734

Amit Vasudevan, R. Yerraballi

{"title":"SPiKE: engineering malware analysis tools using unobtrusive binary-instrumentation","authors":"Amit Vasudevan, R. Yerraballi","doi":"10.1145/1151699.1151734","DOIUrl":"https://doi.org/10.1145/1151699.1151734","url":null,"abstract":"Malware -- a generic term that encompasses viruses, trojans, spywares and other intrusive code -- is widespread today. Malware analysis is a multi-step process providing insight into malware structure and functionality, facilitating the development of an antidote. Behavior monitoring, an important step in the analysis process, is used to observe malware interaction with respect to the system and is achieved by employing dynamic coarse-grained binary-instrumentation on the target system. However, current research involving dynamic binary-instrumentation, categorized into probe-based and just-in-time compilation (JIT), fail in the context of malware. Probe-based schemes are not transparent. Most if not all malware are sensitive to code modification incorporating methods to prevent their analysis and even instrument the system themselves for their functionality and stealthness. Current JIT schemes, though transparent, do not support multithreading, self-modifying and/or self-checking (SM-SC) code and are unable to capture code running in kernel-mode. Also, they are an overkill in terms of latency for coarse-grained instrumentation.To address this problem, we have developed a new dynamic coarse-grained binary-instrumentation framework codenamed SPiKE, that aids in the construction of powerful malware analysis tools to combat malware that are becoming increasingly hard to analyze. Our goal is to provide a binary-instrumentation framework that is unobtrusive, portable, efficient, easy-to-use and reusable, supporting multithreading and SM-SC code, both in user- and kernel-mode. In this paper, we discuss the concept of unobtrusive binary-instrumentation and present the design, implementation and evaluation of SPiKE. We also illustrate the framework utility by describing our experience with a tool employing SPiKE to analyze a real world malware.","PeriodicalId":136130,"journal":{"name":"Australasian Computer Science Conference","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126202188","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 56

Towards security labelling 迈向防伪标签

Australasian Computer Science Conference Pub Date : 1900-01-01 DOI: 10.1145/1151699.1151708

Chuchang Liu, M. Orgun

引用次数: 1

Metaphor and Metonymy in Object-Oriented Design Patterns 面向对象设计模式中的隐喻和转喻

Australasian Computer Science Conference Pub Date : 1900-01-01 DOI: 10.1145/563857.563823

J. Noble, R. Biddle, E. Tempero

引用次数: 28

Translating Refined Logic Programs to Mercury 将精炼的逻辑程序翻译成水星

Australasian Computer Science Conference Pub Date : 1900-01-01 DOI: 10.1145/563857.563806

R. Colvin, I. Hayes, D. Hemer, P. Strooper

引用次数: 3

An Implementation of Parallel Pattern-Matching via Concurrent Haskell 并行模式匹配的并行Haskell实现

Australasian Computer Science Conference Pub Date : 1900-01-01 DOI: 10.1145/563857.563835

R. L. While, G. Mildenhall

引用次数: 3

Improvements of TLAESA nearest neighbour search algorithm and extension to approximation search TLAESA最近邻搜索算法的改进及向逼近搜索的扩展

Australasian Computer Science Conference Pub Date : 1900-01-01 DOI: 10.1145/1151699.1151709

K. Tokoro, Kazuaki Yamaguchi, S. Masuda

引用次数: 24