The proceedings contain 23 papers. The topics discussed include: advancing trustworthy knowledgeengineering through user-centered ai-based systems: a systematic review;self-supervised regression for query performance...
ISBN:
(纸本)9798350331288
The proceedings contain 23 papers. The topics discussed include: advancing trustworthy knowledgeengineering through user-centered ai-based systems: a systematic review;self-supervised regression for query performance prediction on image retrieval;anomaly detection for numerical literals in knowledge graphs: a short review of approaches;improving image classification using Triple-GAN: a fusion of generative adversarial networks and transfer learning;knowledge graphs for textbooks: extraction and completion techniques;basis learning for dynamical systems in the presence of incomplete scientific knowledge;hybrid ConvLSTM with attention for precise driver behavior classification;learning adaptation and generalization from human-inspired meta-reinforcement learning using Bayesian knowledge and analysis;and forecasting stock market performance: an ensemble learning-based approach.
With AI increasingly affecting software systems, there is a pressing need to prepare the next generation of software engineers to build AI-intensive systems proficiently. This work outlines our instructional approach ...
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ISBN:
(纸本)9798350378986;9798350378979
With AI increasingly affecting software systems, there is a pressing need to prepare the next generation of software engineers to build AI-intensive systems proficiently. This work outlines our instructional approach in the "engineering of AIintensive Systems" course for postgraduate computer science students to bridge the knowledge gap between softwareengineering (SE) and artificial intelligence (AI) disciplines. Our paper elaborates on the course's framework, pedagogical strategies, and evaluation methods, emphasizing the benefits of this interdisciplinary educational model.
The proceedings contain 21 papers. The special focus in this conference is on Requirements engineering. The topics include: Identifying and Classifying User Requirements in Online Feedback via Crowdsourcing;designing ...
ISBN:
(纸本)9783030444280
The proceedings contain 21 papers. The special focus in this conference is on Requirements engineering. The topics include: Identifying and Classifying User Requirements in Online Feedback via Crowdsourcing;designing a Virtual Client for Requirements Elicitation Interviews;explicit Alignment of Requirements and Architecture in Agile Development;applying Distributed Cognition Theory to Agile Requirements engineering;automatic Word Embeddings-Based Glossary Term Extraction from Large-Sized software Requirements;conceptualizing Requirements Using User Stories and Use Cases: A Controlled Experiment;a Semi-automated Approach to Generate an Adaptive Quality Attribute Relationship Matrix;evaluating the Effects of Different Requirements Representations on Writing Test Cases;vision Meets Visualization: Are Animated Videos an Alternative?;generation of Formal Requirements from Structured Natural Language;requirements Assessment in Smart City Districts: A Motivation Concept for Citizens;visualizing Feature-Level Evolution in Product Lines: A Research Preview;using Eye Tracking Data to Improve Requirements Specification Use;hearing the Voice of software Practitioners on Causes, Effects, and Practices to Deal with Documentation Debt;innovation Workshop Documentation for Following softwareengineering Activities;industrial Practices on Requirements Reuse: An Interview-Based Study;disambiguating Requirements Through Syntax-Driven Semantic Analysis of Information Types;on Understanding How Developers Perceive and Interpret Privacy Requirements Research Preview;A Methodology for Implementing the Formal Legal-GRL Framework: A Research Preview.
The proceedings contain 119 papers. The topics discussed include: research on intelligent linkage server switch in case of power loss in computer room;IWO optimization SKohonen network in the application of detecting ...
ISBN:
(纸本)9781728165783
The proceedings contain 119 papers. The topics discussed include: research on intelligent linkage server switch in case of power loss in computer room;IWO optimization SKohonen network in the application of detecting malicious domain name;research on monitoring networking and information collection technology of hazardous chemicals based on converged communication;ridge regression based on gradient descent method with memory dependent derivative;a malware similarity analysis method based on network control structure graph;Chinese speech synthesis system based on end to end;evaluation of secure OpenID-based RAAA user authentication protocol for preventing specific web attacks in web apps;an improved method to build the KD tree based on presorted results;handwriting text-line detection and recognition in answer sheet composition with few labeled data;and dissolved oxygen prediction using RBF network based on improved conjugate gradient method.
Quantum computing is a young discipline that specializes in the construction of hardware and software using the quantum properties of nature, to solve problems of higher complexity that classical computing cannot addr...
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Quantum computing is a young discipline that specializes in the construction of hardware and software using the quantum properties of nature, to solve problems of higher complexity that classical computing cannot address, in multiple business areas. The most important computing revolution of the last 60 years has begun because of the integration of classical computing, quantum computing and artificial intelligence. In this paper, we present a pragmatic survey of the main quantum computing areas, focusing in particular on software and the need for real Quantum softwareengineering (QSE) to produce quantum software with sufficient quality and productivity, which is the fundamental axis for the diffusion of quantum computing.
From theory and technical skills to self-management and interpersonal skills, and to role-specific knowledge such as DevOps or Requirements engineering, students struggle to become proficient in all aspects to Softwar...
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ISBN:
(纸本)9798350378986;9798350378979
From theory and technical skills to self-management and interpersonal skills, and to role-specific knowledge such as DevOps or Requirements engineering, students struggle to become proficient in all aspects to softwareengineering before graduating, while instructors struggle to prepare students for industry. Project-based instruction has become a de-facto standard to teach skills and knowledge. Many project-based courses focus on implementation, wherein students tend to adopt third-party technologies without critical reflection. This leads to insufficient knowledge about supply chain risk management (SCRM). The result is that students are inadequately prepared to handle risks to project success due to third-party acquisitions, including usage rights, introduction of security vulnerabilities, or their ability to identify and mitigate acquisition risks. In this paper, we present a capstone-style project-based course to deliver an industry-realistic and teamwork-centric software development approach. We propose incorporating Technology Acquisition Plans, which are based on an existing SCRM curriculum, and add acquisition planning, bidding, and risk monitoring activities to the project and development activities. Empirical evaluation and classroom observations show that while students' ability to justify the need for third-party acquisitions remains the same, self-reported ability to evaluate and bid on alternatives is improved. Furthermore, statistically significant improvement can be seen in areas pertaining to risk monitoring, problem detection, and problem resolution.
The proceedings contain 46 papers. The topics discussed include: marker less hand gesture tracking using smart phones;friendnet backdoor: indentifying backdoor attack that is safe for friendly deep neural network;impr...
ISBN:
(纸本)9781450376907
The proceedings contain 46 papers. The topics discussed include: marker less hand gesture tracking using smart phones;friendnet backdoor: indentifying backdoor attack that is safe for friendly deep neural network;improving core topics discovery in semantic markup literature: a combined approach;an integrated of fuzzy rule base system and TOPSIS technique for multi-attribute decision making;efficient semantic segmentation through dense upscaling convolutions;dynamic image quality analysis and comparison between 6MHz and 8MHz bandwidths for DVB-C digital TV system;a cooperative trust evaluation scheme for tactical wireless sensor networks;and the moderating effects of mentoring in ERP systems.
The proceedings contain 20 papers. The special focus in this conference is on Formal Co-Simulation of Cyber-Physical Systems. The topics include: Behaviour and Reasoning Description Language (BRDL);cognitive Learning ...
ISBN:
(纸本)9783030575052
The proceedings contain 20 papers. The special focus in this conference is on Formal Co-Simulation of Cyber-Physical Systems. The topics include: Behaviour and Reasoning Description Language (BRDL);cognitive Learning with a Robot: The Case of Script Acquisition;measuring the Intelligence of an Idealized Mechanical Knowing Agent;type Theory and Universal Grammar;two Cognitive Systems, Two Implications, and Selection Tasks;quantifying the Similarity of Non-bisimilar Labelled Transition Systems;identifying Failure Causalities in Multi-component Applications;a Formal Programming Framework for Digital Avatars;modeling Self-adaptive Fog Systems Using Bigraphs;challenges for Integrating Humans into Vehicular Cyber-Physical Systems;From SOS to Asynchronously Communicating Actors;automatic Generation of Functional Mock-Up Units from Formal Specifications;generation of Co-simulation Algorithms Subject to Simulator Contracts;towards Reuse of Synchronization Algorithms in Co-simulation Frameworks;towards a Continuous Model-Based engineering Process for QoS-Aware Self-adaptive Systems;automated Feature Identification for Android Apps;Mapping BPMN2 Service Choreographies to Colored Petri Nets;interdisciplinary Aspects of Cognition.
Integrating fragmented knowledge points in softwareengineering teaching can ensure the continuity of learners’ learning of softwareengineering courses. In order to improve the reliability of integration of fragment...
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