Data collected to populate theory-driven approach
Human dynamics in the age of big data: a theory-data-driven approach
... Contrary to past research, Twitter flow was not an important variable in the RF model. It is our conjecture this may be due to the fine spatial granularity at which we modeled trip distribution. Past studies (McNeill et ...
135
Defining datasets and creating data dictionaries for quality improvement and research in chronic disease using routinely collected data: an ontology-driven approach
... of data, but illustrates that it is not always possible to make perfect ontological ...similar approach to identify patients with diabetes, using a combination of diagnostic terms as well as medications and ...
8
Theory-driven or process-driven prediction? Epistemological challenges of big data analytics
... the data does not start hierarchical from the theo- retical concepts and constructs and respective variable definition, but from the given datasets mainly ‘to sort things ...Examining data quality, validity ...
20
Clustering Theory and Data Driven Health Care Strategies
... System Data Mart (M2), the Medical Performance Reporting System (MEPRS), and the Preventive Health As- sessment Individual Medical Readiness (PIMR) ...the data was collected prior to 1 October, 2015, ...
183
A Data-Driven Approach to Improving Doctoral Completion
... admissions committee. Only 5% of the programs include a current graduate student on the admissions committee. Regarding information collected about the students by the doctoral programs, more of a consensus exists ...
55
Data-Driven Approach to Human-Engaged Computing
... Attentional Engagement concerns attention allocation and redistribution (e.g., [4]), which can be measured by gaze data collected via eye tracking. Emotional engagement concerns users’ affective reactions ...
5
Data Driven Approach To Vehicle Emissions Reduction
... in-use data to heavy duty test cycles a multi- dimension normalized cross correlation similarity measure was used as described in a study by Penney et ...and data science ...and collected in-use ...
115
A data-driven approach to monitoring data collection in an online panel
... the data collected between November 2014 and March 2018, which results in 21 panel waves (Blom et ...longer data collection phase than all other panel waves, due to the recruitment of new respondents ...
34
Chapter 1: Professional School Counseling: Integrating Theory and Practice Into a Data-Driven, Evidence-Based Approach 3
... Chapter 59: Preventing Professional School Counselor Burnout 655 Gerta Bardhoshi and Bradley T. Erford[r] ...
6
Data Driven Optimization: Theory and Applications in Supply Chain Systems
... Bayesian approach was first adopted by Iglehart ( 1964 ); Murray and Silver ( 1966 ); Scarf ( 1959 ) and Azoury ( 1985 ...an approach called operational statistics to find a decision rule that maximizes the ...
107
Non-stationary data-driven computational portfolio theory and algorithms
... In this work, a unified framework is introduced, that is designed to support a potential investor in the decision making. The algorithms provided in this document are fashioned to choose assets to invest in and provide ...
111
Making Sense of Digital Traces: An Activity Theory Driven Ontological Approach
... activity theory can be used to develop more insightful conceptual models of ill-defined activities, which can be used to inform the development of an ...activity theory to provide a means of ontology ...
43
Competition only an Innovation away?! : a data driven approach
... background theory presented in the previous chapters, the findings of the analyse underline previous arguments and add further ...hands-off approach of the competition authorities towards the online world ...
58
Drilling Performance Monitoring and Optimization: A Data-driven Approach
... on data collected during the process and evaluate different parameters that may result in bit ...drilling data for early detection of bit balling and optimiz- ing the drilling parameters ...
12
A flexible data-driven approach for execution trace filtering
... is collected on live systems but can be analyzed later by developers and administrators, in order to understand the system’s behaviour and finally detect and resolve its ...
7
Predictive Modelling Approach to Data-driven Computational Psychiatry
... in data mining via two ...learning approach to medical data mining and precision medicine to improve patient ...the data pre-processing due to inherent challenges present in data ...
153
A data-driven approach to talent
... Those in the field are racing to stay ahead of rapidly evolving technologies—Big Data, cloud computing, the Internet of Things, mobility, security, and technology convergence. This means new hardware, software, ...
7
Towards a data-driven approach
... 4 • The European Banking Authority (EBA) is a specialised agency of the European Union set up to achieve a more integrated approach to banking supervision across the EU. • The EBA was established on 1 January 2011 ...
17
A Data Driven Approach to SAR Data Focusing
... require precise geometric acquisition parameters and radiometric parameters. Such parameters are always available as a side documentation of each acquired image. Fig.1 reports the acquisition geometry of a SAR system. ...
14
A Data Driven Approach to Forecast Demand
... continuous variables as shown in Table 5 that would help to predict the total volume of products sold for the next quarter. The residual plot in Figure 5 for linear regression revealed that the residuals are at wide, ...
20