The following topics are dealt with: softwareengineering; requirements engineering; testing and analysis; service-oriented and Web-based software; software components and reuse; aspect-oriented software; software met...
The following topics are dealt with: softwareengineering; requirements engineering; testing and analysis; service-oriented and Web-based software; software components and reuse; aspect-oriented software; software metrics and measurement; software maintenance and evolution; formal methods; software architecture and design; embedded systems; software security; software product-line; tools and development environments; software quality management.
The proceedings contain 9 papers. The topics discussed include: summary of iMLSE-18: The 1st International Workshop on Machine Learning Systems engineering;towards testing of deep learning systems;simplified influence...
The proceedings contain 9 papers. The topics discussed include: summary of iMLSE-18: The 1st International Workshop on Machine Learning Systems engineering;towards testing of deep learning systems;simplified influence evaluation of additional training on deep neural networks;guaranteeing deep neural network outputs in a feasible region;an assurance case approach for software code security;threat analysis using STRIDE with STAMP/STPA;restructuring attack trees to identify incorrect or missing relationships between nodes;and using a variety of patterns in a secure software development methodology.
The proceedings contain 11 papers. The topics discussed include: topic-aware video summarization technique for product reviews exploiting the BERTopic and BART models;GAN-based image generation techniques exploiting l...
The proceedings contain 11 papers. The topics discussed include: topic-aware video summarization technique for product reviews exploiting the BERTopic and BART models;GAN-based image generation techniques exploiting latent vector distribution and edge loss methods on limited datasets;a combination of classification and summarization techniques for bug report summarization;developing machine learning systems: situational factors shaping the development process;fault localization with DNN-based test case learning and ablated execution traces;measuring modularity in JavaScript-based microservices from software architectural perspectives;a survey of software health management in unmanned aerial vehicle systems;hyperparameter optimization technique in autonomous racing cars exploiting the leaky piece and conquer fireworks algorithm;and a survey of health management system for on-the-fly repairing of concurrency errors in airborne software.
The proceedings contain 14 papers. The topics discussed include: MediaPipe-based LSTM-autoencoder sarcopenia anomaly detection and requirements for improving detection accuracy;the application of machine learning on t...
The proceedings contain 14 papers. The topics discussed include: MediaPipe-based LSTM-autoencoder sarcopenia anomaly detection and requirements for improving detection accuracy;the application of machine learning on the injury prediction of soccer players;real-time twist rebar detection system exploiting GAN-based data augmentation technique;performance evaluation of fire and smoke detection with object based DNN algorithm;business process model annotation techniques: identification, classification and analysis;automatic testing of OCE, a human-centered reinforcement learning system for automated software composition;towards automated open source assessment - an empirical study;load balancing in cloud computing using nature-inspired algorithms: a systematic literature review;and quality assurance in MLOps setting: an industrial perspective.
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