The proceedings contain 16 papers. The topics discussed include: measuring user requirements dependency: the organizational perspective;softwareengineering ethical decision making and professional responsibility;topo...
ISBN:
(纸本)9780769549095
The proceedings contain 16 papers. The topics discussed include: measuring user requirements dependency: the organizational perspective;softwareengineering ethical decision making and professional responsibility;topological structure of knowledge;improving maintainability of COTS based system using aspect oriented programming: an empirical evaluation;logic verification of product-line variant requirements;model-driven refactoring approaches: a comparison criteria;experiences in creating inclusive information and communications technologies (IICT): democratizing software development in social development;computing education: a discussion paper on teaching and assessing ethics;security-oriented design for web-based systems: a critical review;towards a multi-view approach to model-driven refactoring;multi-perspective ontology to understand organizational requirements;and teaching and assessing softwareengineering ethics in the 21st century: case study from American University of Nigeria.
The proceedings contain 22 papers. The topics discussed include: a tool for software development driven by customer interaction;towards software test data generation using discrete quantum particle swarm optimization;...
ISBN:
(纸本)9781605589220
The proceedings contain 22 papers. The topics discussed include: a tool for software development driven by customer interaction;towards software test data generation using discrete quantum particle swarm optimization;a scheme to prioritize classes at the early stage for improving observable reliability;proving unreachability using bounded model checking;modeling ontologies as executable domain specific languages;a desiderata for refactoring-basedsoftware modularity improvement;an application synopsis tool for database applications developed using Oracle application express;medical software: a regulatory process framework;experience report: a knowledge repository-centric approach to performance tuning;connectedness testing of RESTful web-services;using strong conflicts to detect quality issues in component-based complex systems;and distributed software development projects: work breakdown approaches to overcome key coordination challenges.
The proceedings contain 39 papers. The topics discussed include: representing unique stakeholder perspectives in BPM notations;toward a business model for software product line architecture;an operational semantics fo...
ISBN:
(纸本)9780769540757
The proceedings contain 39 papers. The topics discussed include: representing unique stakeholder perspectives in BPM notations;toward a business model for software product line architecture;an operational semantics for ASSL;multi-perspective software process modeling;flexible flow shop scheduling by intelligent multi-agents;managing semantics knowledge for 3D architectural reconstruction of building objects;the software modeling and implementation of reliable server pooling and RSPLIB;towards a pattern-based framework for goal-driven business process modeling;extending the UML metamodel to provide support for crosscutting concerns;functional requirement improvements through size measurement: a case study with inexperienced measurers;process patterns for MDA-basedsoftware development;applying the psychometric theory to questionnaire-based appraisals for software process improvement;and an approach for detecting execution phases of a system for the purpose of program comprehension.
The proceedings contain 79 papers. The topics discussed include: live code smell detection of data clumps in an integrated development environment;visualizing dynamic data-flow analysis of object-oriented programs bas...
ISBN:
(纸本)9789897586477
The proceedings contain 79 papers. The topics discussed include: live code smell detection of data clumps in an integrated development environment;visualizing dynamic data-flow analysis of object-oriented programs based on the language server protocol;multivocal literature review on non-technical debt in software development: an exploratory study;compaction of spacecraft operational models with metamodeling domain knowledge;predictive power of two data flow metrics in software defect prediction;requirements elicitation and modelling of artificial intelligence systems: an empirical study;a distance-based feature selection approach for software anomaly detection;rethinking certification for higher trust and ethical safeguarding of autonomous systems;managing domain analysis in software product lines with decision tables: an approach for decision representation, anomaly detection and resolution;towards automated prediction of software bugs from textual description;and features and supervised machine learning based method for singleton design pattern variants detection.
The proceedings contain 85 papers. The topics discussed include: predicting individual performance in student project teams;communication genres: integrating communication into the softwareengineering curriculum;inve...
ISBN:
(纸本)9781457703485
The proceedings contain 85 papers. The topics discussed include: predicting individual performance in student project teams;communication genres: integrating communication into the softwareengineering curriculum;investigating student-instructor interactions when using pair programming: an empirical study;competence analysis of it professionals involved in business services - using a qualitative method;an exploration of knowledge and skills transfer from a formal softwareengineering curriculum to a capstone practicum project;teaching software project management using simulations;educating software engineers of the future: software quality research through problem-based learning;an overview of the main design characteristics of simulation games in softwareengineering education;industry academia collaboration model: the design challenges;and analysis of the motivation of learners in the in-house training of programming in Japanese ICT industries.
The proceedings contain 17 papers. The topics discussed include: is scrum fit for global softwareengineering?;Daedalus or Icarus? experiences on follow-the-sun;continuous transition in outsourcing: a case study;preli...
ISBN:
(纸本)9781538615874
The proceedings contain 17 papers. The topics discussed include: is scrum fit for global softwareengineering?;Daedalus or Icarus? experiences on follow-the-sun;continuous transition in outsourcing: a case study;preliminary evaluation of a tag-basedknowledge condensation tool in agile and distributed teams;a preliminary analysis on the effects of propensity to trust in distributed software development;using collaborative online drawing to build up distributed teams;developer turnover in global, industrial open source projects: insights from applying survival analysis;and personas and redundancies in crowdsourced testing.
Language models have recently been applied to binary analysis tasks, such as function similarity detection and function signature recovery. These models typically employ a two-stage training process: pre-training via ...
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ISBN:
(数字)9798331535100
ISBN:
(纸本)9798331535117
Language models have recently been applied to binary analysis tasks, such as function similarity detection and function signature recovery. These models typically employ a two-stage training process: pre-training via Masked Language Modeling (MLM) on machine code and fine-tuning for specific tasks. While MLM helps to understand binary code structures, it ignores essential code characteristics, including control and data flow, which negatively affect model generalization. Recent work leverages domain-specific features (e.g., control flow graphs and dynamic execution traces) in transformer-based approaches to improve binary code semantic understanding. This approach, however, involves complex feature engineering, a cumbersome and time-consuming process that can introduce predictive uncertainty when dealing with stripped or obfuscated code, which leads to a performance drop. We introduce PROTST, a novel transformer-based methodology for binary code embedding. PROTST employs a hierarchical training process based on a unique tree-like structure, where knowledge progressively flows from fundamental tasks at the root to more specialized tasks at the leaves. This progressive teacher-student paradigm allows the model to build upon previously learned knowledge, resulting in high-quality embeddings that can be effectively leveraged for diverse downstream binary analysis tasks. The effectiveness of PROTST is evaluated in seven binary analysis tasks, demonstrating an average of 14.8% improvement in F1 and MRR compared to traditional two-stage training, and a 16.6 % improvement when analyzing obfuscated code.
This study explores the core technology behind many contemporary virtual singers, specifically AI singing technology, from the perspective of the Xiaoice framework. The paper compares AI singing with human singing in ...
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ISBN:
(数字)9798350389579
ISBN:
(纸本)9798350389586
This study explores the core technology behind many contemporary virtual singers, specifically AI singing technology, from the perspective of the Xiaoice framework. The paper compares AI singing with human singing in terms of resonance, breathing, head-chest voice transition, and articulation. Using Praat software, the study analyzes pitch, timbre, and transitions between vowels and consonants. The results reveal significant differences between AI and human singing in terms of pitch processing and articulation, which in turn affect the emotional expression and performance of songs. While certain features of AI singing are difficult for the human ear to distinguish, other features are easily identifiable. The study concludes that AI singing technology needs further refinement to surpass the expressive capabilities of the human voice. Additionally, the paper discusses the future prospects of AI singing technology, emphasizing that AI with singing capabilities, unlike AI that merely provides knowledge storage, is less likely to become obsolete and has considerable potential for development.
Control systems are crucial for the proper performance of different devices. Some applications, such as wind turbines, sometimes require complex controllers to achieve maximum efficiency. This leads to a demand for ve...
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The proceedings contain 62 papers. The topics discussed include: designing an automated staff and organization performance appraisal;nextmove: a distributed project management tool;a development methodology for modera...
ISBN:
(纸本)9780889866416
The proceedings contain 62 papers. The topics discussed include: designing an automated staff and organization performance appraisal;nextmove: a distributed project management tool;a development methodology for moderately open multi-agent systems;towards engineering web-services;improving agile software development by the application of method engineering practices;towards an agile process pattern modeling framework;requirements change management process models: an evaluation;a revision-based logical framework for evolvable software;the role of domain knowledge representation in requirements elicitation;improving requirements engineering from the client's perspective in the health care domain;on synchronization with direct delaying and resuming;a survey of context-aware middleware;java debugging laboratory for automatic generation and analysis of trace data;and a practical approach to task-dialog and abstract presentation modeling of graphical user interfaces.
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