[HTML][HTML] Data science for engineering design: State of the art and future directions

F Chiarello, P Belingheri, G Fantoni - Computers in Industry, 2021 - Elsevier
Engineering design (ED) is the process of solving technical problems within requirements
and constraints to create new artifacts. Data science (DS) is the inter-disciplinary field that …

Semantic data mining in the information age: A systematic review

C Sirichanya, K Kraisak - International Journal of Intelligent …, 2021 - Wiley Online Library
Data mining is the discovery of meaningful information or unrevealed patterns in data.
Traditional data‐mining approaches, using statistical calculations, machine learning …

Keyword selection and processing strategy for applying text mining to patent analysis

H Noh, Y Jo, S Lee - Expert Systems with Applications, 2015 - Elsevier
Previous studies have applied various methodologies to analyze patent data for technology
management, given the advances in data analysis techniques available. In particular, efforts …

Fuzzy topic modeling approach for text mining over short text

J Rashid, SMA Shah, A Irtaza - Information Processing & Management, 2019 - Elsevier
In this era, the proliferating role of social media in our lives has popularized the posting of
the short text. The short texts contain limited context with unique characteristics which makes …

An ontology-based text-mining method to cluster proposals for research project selection

J Ma, W Xu, Y Sun, E Turban… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Research project selection is an important task for government and private research funding
agencies. When a large number of research proposals are received, it is common to group …

A framework for automatic TRIZ level of invention estimation of patents using natural language processing, knowledge-transfer and patent citation metrics

Z Li, D Tate, C Lane, C Adams - Computer-aided design, 2012 - Elsevier
Patents provide a wealth of information about design concepts, their physical realization,
and their relationship to prior designs in the form of citations. Patents can provide useful …

Fuzzy clustering of crowdsourced test reports for apps

H Jiang, X Chen, T He, Z Chen, X Li - ACM Transactions on Internet …, 2018 - dl.acm.org
DevOps is a new approach to drive a seamless Application (App) cycle from development to
delivery. As a critical part to promote the successful implementation of DevOps, testing can …

A survey of fuzzy web mining

CW Lin, TP Hong - Wiley Interdisciplinary Reviews: Data …, 2013 - Wiley Online Library
The Internet has become an unlimited resource of knowledge, and is thus widely used in
many applications. Web mining plays an important role in discovering such knowledge. This …

Detecting the technology's evolutionary pathway using HiDS-trait-driven tech mining strategy

X Xi, F Ren, L Yu, J Yang - Technological Forecasting and Social Change, 2023 - Elsevier
Detecting and identifying the future trends of disruptive technologies is crucial for both
government R&D strategic planning and firms' practices. To monitor disruptive technology …

A data-driven analysis of renewable energy management: a case study of wind energy technology

F Altuntas, MS Gok - Cluster Computing, 2023 - Springer
Renewable energy management is critical for obtaining a significant number of practical
benefits. Wind energy is one of the most important sources of renewable energy. It is …