The proceedings contain 9 papers. The topics discussed include: model-based task allocation in distributed software development;Argentina's offshore software industry - opportunities and challenges;reconciling off...
ISBN:
(纸本)9783642137839
The proceedings contain 9 papers. The topics discussed include: model-based task allocation in distributed software development;Argentina's offshore software industry - opportunities and challenges;reconciling offshore outsourcing with model based testing;the consortium for IT software quality;the economics of hiring and staff retention for an IT company in Russia;a smarter way: the softwareengineering method and theory initiative (Semat);a structured framework for managing offshore outsourcing risks on software support projects;on knowledge services for outsourcing professional development;the Catalan government prequalification strategy for software development suppliers;and global software project management: a case study.
The proceedings contain 65 papers. The topics discussed include: DRACULA: detector of data races in signals handlers;an empirical study of unused design decisions in open source Java software;a dynamic model of softwa...
ISBN:
(纸本)9780769534466
The proceedings contain 65 papers. The topics discussed include: DRACULA: detector of data races in signals handlers;an empirical study of unused design decisions in open source Java software;a dynamic model of software product generative process;a case retrieval method for knowledge-basedsoftware process tailoring using structural similarity;an investigation on performance of software enhancement projects in China;correctness of request executions in online updates of concurrent object oriented programs;flexible generation of pervasive web services using OSGi declarative services and OWL ontologies;specification-based approach to select regression test suite to validate changed software;providing the guideline of determining quality checklists priorities based on evaluation records of software products;measuring non-functional properties in software product lines for product derivation;and documenting and evaluating scattered concerns for framework usability: a case study.
Personalized Federated Learning (pFL) is among the most popular tasks in distributed deep learning, which compensates for mutual knowledge and enables device-specific model personalization. However, the effectiveness ...
详细信息
The proceedings contain 20 papers. The special focus in this conference is on softwareengineering. The topics include: Keynote address;medium size project model;a controlled software maintenance project;models for un...
ISBN:
(纸本)9783540545026
The proceedings contain 20 papers. The special focus in this conference is on softwareengineering. The topics include: Keynote address;medium size project model;a controlled software maintenance project;models for undergraduate project courses in softwareengineering;the establishment of an appropriate softwareengineering training program;industrial training for software engineers;softwareengineering: graduate-level courses for AFIT professional continuing education;computing curricula 1991 its implications for softwareengineering education;computer based systems engineering workshop;teaching about process issues in softwareengineering;a layered approach to teaching software project management;seven lessons to teach design;design evolution: implications for academia and industry;teaching software design in the freshman year;teaching softwareengineering for real-time design;industry-academia collaboration to provide CASE tools for softwareengineering classes;developing se expertise;what we have learned about softwareengineering expertise;instruction for softwareengineering expertise and knowledge elicitation for softwareengineering expertise.
Incremental Few-Shot Semantic Segmentation (iFSS) tackles a task that requires a model to continually expand its segmentation capability on novel classes using only a few annotated examples. Typical incremental approa...
详细信息
The proceedings contain 32 papers. The topics discussed include: towards the use of a framework to make technical debt visible;context-based model of the progression of information capture in software requirements eli...
ISBN:
(纸本)9781728184500
The proceedings contain 32 papers. The topics discussed include: towards the use of a framework to make technical debt visible;context-based model of the progression of information capture in software requirements elicitation;customized diagnostic tool for the security maturity level of the enterprise information based on ISO/IEC 27001;a systematic literature review on machine learning for automated requirements classification;literature based modeling learning: an imaginative assignment to learn software modeling;towards the implementation of an attention-based neural machine translation with artificial pronunciation for Nahuatl as a mobile application;a metadata application profile to structure a scientific database for social network analysis (SNA);and a tool for reducing implementation defects for requirements based on large decision tables: towards a semantic gap reduction.
The polyphase motor has good fault tolerant operation due to its inherent multi-phase structure. In order to improve its control performance in transient operation conditions, accurate motor models and parameters are ...
详细信息
The proceedings contain 31 papers. The topics discussed include: a study to observe relations between software engineers' responses to incomplete requirements and requirements volatility;software product line arch...
ISBN:
(纸本)9781615676590
The proceedings contain 31 papers. The topics discussed include: a study to observe relations between software engineers' responses to incomplete requirements and requirements volatility;software product line architecture for distributed real-time systems;Hume cost analyses for imperative programs;knowledge-based method for conversion and reuse of identical and different types of diagrams;designing change request forms for better effort estimates on requirements changes;analysis and measurement of software components' non-functional specifications;recovering design artifacts from legacy systems using automata theory and formal specifications;critical success factors in software process improvement: case of Finnish software company;software cost estimation ? an experimental approach;an effort based model of software usability;and a short comparison of tasks and achievements of different groups of students with the common softwareengineering course.
The proceedings contain 10 papers. The topics discussed include: method engineering and COTS evaluation;towards a knowledge -based framework for COTS component identification;towards a reference framework for COTS-bas...
ISBN:
(纸本)1595931295
The proceedings contain 10 papers. The topics discussed include: method engineering and COTS evaluation;towards a knowledge -based framework for COTS component identification;towards a reference framework for COTS-based development: a proposal;new research questions in off-the-shelf component based development;tool support for optimization-based architectural evaluation;managing change in an OTS-aware requirements engineering approach;understanding solution architecture concerns;a process for identifying changes when source code is not available;decision support for customization of the COTS selection process;and a COTS architectural component specification stencil for selection and reasoning.
Cross-project defect prediction (CPDP) uses the historical defect dataset collected from source projects to train a model and then applies it to the target project. However, almost all existing CPDP methods are develo...
详细信息
ISBN:
(数字)9798331535100
ISBN:
(纸本)9798331535117
Cross-project defect prediction (CPDP) uses the historical defect dataset collected from source projects to train a model and then applies it to the target project. However, almost all existing CPDP methods are developed for offline scenarios where the trained models are fixed and cannot be updated along with the incoming labeled target instances after training. Actually, the label of target instances usually arrives online in a streaming manner which can be used to update CPDP models for better defect prediction performance on the next unlabeled target instance. To bridge these gaps, we propose a novel effective online cross-project defect prediction framework named ALOGO. ALOGO includes two essential phases: offline cross-project defect prediction phase and online within-project defect prediction (WPDP) phase which are combined by an adaptive weighted adjustment mechanism. In the offline CPDP phase, the global offline defect knowledge is learned by minimizing the difference between the source and target datasets based on an offline CPDP model. In the online WPDP phase, the local online defect knowledge is learned based on an online WPDP model. These two kinds of defect knowledge are then combined to obtain the latest and most valuable defect knowledge. Experimental results on 27 defect datasets show that ALOGO improves the performance over the existing state-of-the-art online CPDP model by 31.2% in terms of the Matthews correlation coefficient (MCC) and also outperforms the baseline in terms of other four well-known measures. It can be concluded that 1) it is necessary to consider building online CPDP models; 2) ALOGO is a more promising alternative for online CPDP.
暂无评论