Chapter Data Gathering, Analysis and Protection of Privacy Through Randomized Response Techniques: Qualitative and Quantitative Human Traits 1Introduction Warner (1965)developed adata collection procedure, ther
The data acquisition stage involves gathering measurement data from the sensors and processing the raw signal to extract relevant features that may be used to determine the system’s health. In data science, this latter process is referred to as feature engineering discussed in upcoming sections. ...
Nevertheless, incentivizing every node to partake in the federated learning procedure is a formidable challenge. Furthermore, gauging the contribution and data quality of the edge node becomes another intricate issue in the development of incentive mechanisms. Within the realms of IoT and 5G, numerous...
“Processing”: Section 2(x) of the DPDP Act defines “Processing” in relation to personal data as a wholly or partly automated operation or set of operations performed on digital personal data and includes operations such as collection, recording, organisation, structuring, storage, adaptation, ...
After you finish gathering the requirements for your data warehouse or data mart, you are ready to design your target system using Warehouse Builder. Most of your target schema modelling takes place within the Oracle warehouse module. This chapter shows you how to create an Oracle warehouse module...
The GLORIA dataset was collated from the aquatic optics community of researchers or research groups working towards a range of goals including the routine monitoring of high-priority sites, one-off bio-optical characterization of a range of water bodies, data gathering to support algorithm development...
Chapter 6 Data Collection and Analysis in Learning Technology and CCI Research Abstract Conducting experimental studies in learning technology and CCI research entails an iterative process of observation, rationalization, and validation. Although data collection and data analysis procedures may ...
An undergraduate assistant helped with data gathering and transcription. In addition, two key informants—teachers from the middle school—provided us with important information and interpretations of events. (p. 577) Chapter 12: Qualit ative Dat a, Analysis, and Design 3 6 9 Narrative ...
In this chapter, we discussed three crucial steps in the machine learning workflow: ingesting data, preprocessing text and images, and gathering descriptive statistics. Data scientists and machine learning engineers typically spend a significant portion of their time on these tasks, and executing them ...
(as discussed above), data may be used in line with that basis, such as to fulfil overriding, just interests of the data controller. Certain instances of data gathering, such as by drones and vehicles, are permissible under conditions – such as minimal risk of infringement of privacy – ...