Towards felicitous decision making: An overview on challenges and trends of Big Data
Abstract The era of Big Data has arrived along with large volume, complex and growing data
generated by many distinct sources. Nowadays, nearly every aspect of the modern society is …
generated by many distinct sources. Nowadays, nearly every aspect of the modern society is …
An overview on the roles of fuzzy set techniques in big data processing: Trends, challenges and opportunities
In the era of big data, we are facing with an immense volume and high velocity of data with
complex structures. Data can be produced by online and offline transactions, social …
complex structures. Data can be produced by online and offline transactions, social …
Managing multigranular linguistic distribution assessments in large-scale multiattribute group decision making
Linguistic large-scale group decision making (LGDM) problems are more and more common
nowadays. In such problems a large group of decision makers are involved in the decision …
nowadays. In such problems a large group of decision makers are involved in the decision …
Solving multi-criteria group decision making problems under environments with a high number of alternatives using fuzzy ontologies and multi-granular linguistic …
JA Morente-Molinera, G Kou… - Knowledge-Based …, 2017 - Elsevier
Classic multi-criteria group decision making models that have a high amount of alternatives
are unmanageable for the experts. This is because they have to provide one value per each …
are unmanageable for the experts. This is because they have to provide one value per each …
An automatic procedure to create fuzzy ontologies from users' opinions using sentiment analysis procedures and multi-granular fuzzy linguistic modelling methods
The high amount of information that users continually provides to the Internet is unorganized
and difficult to interpret. Unluckily, there is no point in having high amounts of information …
and difficult to interpret. Unluckily, there is no point in having high amounts of information …
A bibliometric analysis and cutting-edge overview on fuzzy techniques in Big Data
Over the last few years, Big Data has gained a tremendous attention from the research
community. The data being generated in huge quantity from almost every field is …
community. The data being generated in huge quantity from almost every field is …
Leveraging end-user data for enhanced design concept evaluation: A multimodal deep regression model
Abstract Design concept evaluation is a key process in the new product development
process with a significant impact on the product's success and total cost over its life cycle …
process with a significant impact on the product's success and total cost over its life cycle …
Business value of cognitive analytics technology: a dynamic capabilities perspective
Purpose Novel and emerging technologies such as cognitive analytics attract a lot of hype
among academic researchers and practitioners. However, returns on investments in these …
among academic researchers and practitioners. However, returns on investments in these …
Knowledge sharing in Web-based collaborative multicriteria spatial decision analysis: An ontology-based multi-agent approach
M Jelokhani-Niaraki - Computers, Environment and Urban Systems, 2018 - Elsevier
Abstract The Web-based Multicriteria Spatial Decision Support Systems (MC-SDSS)
enhance the collaborative/participatory spatial decision making by providing the relevant …
enhance the collaborative/participatory spatial decision making by providing the relevant …
Joint similar and specific learning for diabetes mellitus and impaired glucose regulation detection
Effective and accurate diagnosis of Diabetes Mellitus (DM), as well as its early stage
Impaired Glucose Regulation (IGR), has attracted much attention recently. Traditional …
Impaired Glucose Regulation (IGR), has attracted much attention recently. Traditional …