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Experiment Process Illustration
This chapter presents an example to illustrate the experiment process. The presentation is focused on the steps for experimentation. Thus, separate...
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Applying bayesian data analysis for causal inference about requirements quality: a controlled experiment
It is commonly accepted that the quality of requirements specifications impacts subsequent software engineering activities. However, we still lack...
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Multitasking, an EEG experiment: comparative analysis of cognitive workload during demanding stimuli presentation
There are two perspectives regarding the human brain’s ability to multitask: concurrent multitasking where multiple tasks are performed...
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Comparing Goal-Oriented Analysis Techniques: A Controlled Experiment
Background: Goal models are usually used during the early phases of requirement elicitation, since they help to understand the motivations underlying...
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Automated Analysis of Chemistry Experiment Videos: New Challenges for Video Understanding
Compared to static declarative knowledge, procedural knowledge is challenging to assess effectively in education due to its nature of dynamic and...
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Machine learning experiment management tools: a mixed-methods empirical study
Machine Learning (ML) experiment management tools support ML practitioners and software engineers when building intelligent software systems. By...
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Randomized Experiment of Social Networks
This chapter introduces the fundamental principles of randomized experiments in social networks and highlights the challenges encountered in the...
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Understanding security tactics in microservice APIs using annotated software architecture decomposition models – a controlled experiment
While microservice architectures have become a widespread option for designing distributed applications, designing secure microservice systems...
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Design and development of immersive 3D virtual simulation experiment teaching platform for internet of things
The learning content of the Internet of Things (IoT) professional courses is closely related to reality, and has the characteristics of...
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Repeat-pass space-surface bistatic SAR tomography: accurate imaging and first experiment
Space-surface bistatic synthetic aperture radar (SS-BiSAR) offers an additional observation angle for monostatic spaceborne SAR, making it a...
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Do grant proposal texts matter for funding decisions? A field experiment
Scientists and funding agencies invest considerable resources in writing and evaluating grant proposals. But do grant proposal texts noticeably...
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Experiment on teaching visually impaired and blind children using a mobile electronic alphabetic braille trainer
The article considers a pressing problem in the field of inclusive education: creating a comfortable learning environment for the effective education...
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Analysis and Interpretation
The data collected in the operation step is input to the analysis and interpretation step in the experiment process. This step includes three...
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Experiment Teaching Case Design of Computer I/O Channel Virtual Simulation
The principle of computer composition is an important basic course for undergraduates majoring in computer science, in which the I/O channel control...
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The Gravity Recovery and Climate Experiment (GRACE)
The Gravity Recovery and Climate Experiment (GRACE) monitored changes in the Earth’s gravity field between 2002 and 2017, with a follow-on mission...
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Extracting Provenance of Machine Learning Experiment Pipeline Artifacts
Experiment management systems (EMSs), such as MLflow, are increasingly used to streamline the collection and management of machine learning (ML)...
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Modern Experiment Management Systems Architecture for Scientific Big Data
Experiment management systems (EMS) have more than twenty-five years of history. From small desktop prototypes to large-scale distributed systems,...
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Research of Virtual Simulation Experiment System for Geomorphologic Evolution of Taiwan Strait
Geography is a highly practical subject which internship activities are an important part of geography teaching. However, due to the limitations of...
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The (Un)Answered Question: A Data Science Powered Music Experiment
This paper describes the intentions, setup, and live performance of a musical experiment that explores the complex intersection of human-technology...
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Assessing the Usability of Statistical Software Using a Discrete Choice Experiment
The usability [2, 3] of modern statistical software is increasingly important as users with limited statistical training become more reliant on such...