The proceedings contain 42 papers. The topics discussed include: deep learning techniques for stock market forecasting: recent trends and challenges;how to find social robots exactly?;an extractive text summarization ...
ISBN:
(纸本)9781450398237
The proceedings contain 42 papers. The topics discussed include: deep learning techniques for stock market forecasting: recent trends and challenges;how to find social robots exactly?;an extractive text summarization based on reinforcement learning;evaluation of price prediction models for cryptocurrencies based on convolutional neural networks trained on candlestick charts;an explainable machine learning-based prediction model for in-hospital mortality in acute myocardial infarction patients with typical chest pain;a survey on current speech to text analysis to help programmers dictate code;knowledge and skill retention in introduction to programming course;the relationship between perceived organizational justice and innovative work behavior through knowledge sharing;methodology for the execution of programs based on different programming languages;the design of enterprise management information system based on cloud computing;and on the relationship between linter warning density and software maintainability: an empirical study of JavaScript projects.
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 ...
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The proceedings contain 37 papers. The topics discussed include: an experimental exploration of the impact of multi-level packet loss on network intrusion detection;a streaming-based network monitoring and threat dete...
ISBN:
(纸本)9781509008094
The proceedings contain 37 papers. The topics discussed include: an experimental exploration of the impact of multi-level packet loss on network intrusion detection;a streaming-based network monitoring and threat detection system;building thesaurus lexicon using dictionary-based approach for sentiment classification;efficient genetic k-means clustering for health care knowledge discovery;machine learning-based mobile threat monitoring and detection;detecting hidden structures from Arabic electronic documents: application to the legal field;multi-threaded messagedispatcherframework for mission critical applications;planning enterprise architecture: creating organizational knowledge using the theory of structuration to build information technology;reliability modeling and verification of BPLE-based web services composition by probabilistic model checking;EMA2AOP: from the AADL error model annex to aspect language towards fault tolerant systems;waste management strategies for software development companies: an explorative text analysis of business sustainability reports;and on the gamification of human-centric traceability tasks in software testing and coding.
The proceedings contain 42 papers. The topics discussed include: softwareengineering standards and guides for very small entities - implementation in two start-ups;a survey of cloud computing variable pricing models;...
ISBN:
(纸本)9789897581007
The proceedings contain 42 papers. The topics discussed include: softwareengineering standards and guides for very small entities - implementation in two start-ups;a survey of cloud computing variable pricing models;workflow optimization through business reengineering for tele-cardiac system;intelligent broker - a knowledgebased approach for semantic web services discovery;toward a model of computation for time-constrained applications on manycores;computing attributes of software architectures - a static method and its validation;cost-effective functional testing of reactive software;identifying quality characteristic interactions during software development;using personality traits and a spatial ability test to identify talented aspiring designers in user-centered design methodologies;and a defect dependency based approach to improve software quality in integrated software products.
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...
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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.
The proceedings contain 17 papers. The topics discussed include: an automatic method of constructing readability corpus for international medical Chinese teaching;optimal and adaptive 1553B telemetry scheduling for fl...
ISBN:
(纸本)9781450397063
The proceedings contain 17 papers. The topics discussed include: an automatic method of constructing readability corpus for international medical Chinese teaching;optimal and adaptive 1553B telemetry scheduling for flight control softwarebased on dynamic programming;educational information recommendation system for college design based on apriori algorithm;application analysis of large data and net of things technology in the construction of intelligent library;big data statistics of logistics warehousing supply and demand in key cities of central and western China based on Baidu index and warehouse in cloud;screw surface defect detection system based on improved template matching algorithm;improve polyp semi-supervised segmentation with prioritizing the reliability of unlabeled images;text analysis and application of tomato diseases;community education knowledge graph based on co-occurrence analysis and log-likelihood ratio algorithm;and the emergence of community knowledge in a complex network-based folksonomy self-organization mode.
based on the education and teaching concept of Outcome-based Education (OBE) and the adherence to the fundamental task of " foster virtue through education ", this paper addresses the unique characteristics ...
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ISBN:
(纸本)9798400711732
based on the education and teaching concept of Outcome-based Education (OBE) and the adherence to the fundamental task of " foster virtue through education ", this paper addresses the unique characteristics of the "Java Web Service Application Development" course, as well as the teaching pain points experienced by instructors and difficulties encountered by students in learning. This paper expounds from five aspects: the concept and strategy of curriculum teaching reform, the mode of ideological and political education in the curriculum, the system construction of curriculum content, the innovation and reform of teaching methods and the diversification of teaching evaluation. The results indicate that under the framework of engineering education accreditation, emphasizing student-centeredness, pursuing outcome orientation, and continuous optimization of educational practices, combined with an all-encompassing and whole-process ideological and political education, can achieve a deep integration of ideological and political education with professional education. This integration promotes the collaborative development of both, cultivating softwareengineering technical talents who possess solid professional knowledge and good ideological and political qualities.
the proceedings contain 10 papers. The topics discussed include: software security vulnerabilities: baselining and benchmarking;risk-based design security analysis;understanding the relationship between quality and se...
ISBN:
(纸本)9781450357272
the proceedings contain 10 papers. The topics discussed include: software security vulnerabilities: baselining and benchmarking;risk-based design security analysis;understanding the relationship between quality and security: a large-scale analysis of android applications;an investigation of security conversations in stack overflow: perceptions of security and community involvement;I've seen this before: sharing cyber-physical incident knowledge;safe cryptography for all: toward visual metaphor driven cryptography building blocks;security patterns 2.0: toward security patterns based on security building blocks;and providing an experiential cybersecurity learning experience through mobile security labs.
The proceedings contain 8 papers. The topics discussed include: a survey of social media use in software systems development;using Web 2.0 to improve software quality;the implications of how we tag software artifacts:...
ISBN:
(纸本)9781605589756
The proceedings contain 8 papers. The topics discussed include: a survey of social media use in software systems development;using Web 2.0 to improve software quality;the implications of how we tag software artifacts: exploring different schemata and metadata for tags;Commit 2.0;keeping up with your friends: function Foo, library ***, and work item 24;mashup environments in softwareengineering;from collective knowledge to intelligence: pre-requirements analysis of large and complex systems;and Annoki: A MediaWiki-based collaboration platform.
The proceedings contain 12 papers. The topics discussed include: investigating the applicability of the evidence-based paradigm to softwareengineering;supporting software development as knowledge-intensive and collab...
ISBN:
(纸本)159593409X
The proceedings contain 12 papers. The topics discussed include: investigating the applicability of the evidence-based paradigm to softwareengineering;supporting software development as knowledge-intensive and collaborative activity;engineering organisation-oriented software;application of graph theory to OO softwareengineering;strategizing software development: strategic management of internet service development;a multi-disciplinary view on software release decisions;a cognitive perspective on software development methods: the case of extreme programming;reducing internal fragmentation in segregated free lists using genetic algorithms;a softwareengineering framework for biomedical diagnostic systems;and evaluating the release, delivery, and deployment processes of eight large product software vendors applying the customer configuration update model.
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