Methods and tools for causal discovery and causal inference
Sign Up to like & getrecommendations! Published in 2022 at "Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"
DOI: 10.1002/widm.1449
Abstract: Causality is a complex concept, which roots its developments across several fields, such as statistics, economics, epidemiology, computer science, and philosophy. In recent years, the study of causal relationships has become a crucial part of… read more here.
Keywords: causal inference; methods tools; discovery causal; tools causal ... See more keywords
Sustainability of complex social-ecological systems: methods, tools, and approaches
Sign Up to like & getrecommendations! Published in 2020 at "Regional Environmental Change"
DOI: 10.1007/s10113-020-01692-9
Abstract: Social-ecological systems (SES) are nested, multilevel systems in which ecological and social elements interoperate through regular bidirectional interactions and feedback loops (Gunderson and Holling 2002; Holling 2001; Folke 2006). They are characterised by complex and… read more here.
Keywords: ecological systems; methods tools; topical collection; tools approaches ... See more keywords
Crowdsourcing roles, methods and tools for data-intensive disaster management
Sign Up to like & getrecommendations! Published in 2018 at "Information Systems Frontiers"
DOI: 10.1007/s10796-017-9734-6
Abstract: Mobile technologies, web-based platforms, and social media have transformed the landscape of disaster management by enabling a new generation of digital networks to produce, process, and analyse georeferenced data in real time. This unprecedented convergence… read more here.
Keywords: roles methods; methods tools; management; crowdsourcing roles ... See more keywords
In silico methods and tools for drug discovery
Sign Up to like & getrecommendations! Published in 2021 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2021.104851
Abstract: In the past, conventional drug discovery strategies have been successfully employed to develop new drugs, but the process from lead identification to clinical trials takes more than 12 years and costs approximately $1.8 billion USD… read more here.
Keywords: methods tools; silico methods; drug; drug discovery ... See more keywords
Adding Sustainability to Lean Product Development
Sign Up to like & getrecommendations! Published in 2019 at "Procedia Manufacturing"
DOI: 10.1016/j.promfg.2020.01.325
Abstract: Abstract Where there are calls for sustainable products, the inclusion of sustainability in formal approaches for new product development is still in its infancy. Firms face challenges in (i) managing development of new sustainable products… read more here.
Keywords: product development; methods tools; lean product; sustainability ... See more keywords
Methods and tools for healthcare data anonymization: a literature review
Sign Up to like & getrecommendations! Published in 2023 at "International Journal of General Systems"
DOI: 10.1080/03081079.2023.2173749
Abstract: Healthcare is a rapidly evolving field. Such development creates opportunities to provide better quality, evidence-based treatment, however, increasing privacy violations. Anonymization can be applied to share data safely. This paper is a literature review of… read more here.
Keywords: review methods; literature review; anonymization; methods tools ... See more keywords
Biomedical data, computational methods and tools for evaluating disease-disease associations
Sign Up to like & getrecommendations! Published in 2022 at "Briefings in bioinformatics"
DOI: 10.1093/bib/bbac006
Abstract: In recent decades, exploring potential relationships between diseases has been an active research field. With the rapid accumulation of disease-related biomedical data, a lot of computational methods and tools/platforms have been developed to reveal intrinsic… read more here.
Keywords: computational methods; disease disease; disease associations; biomedical data ... See more keywords
Bias Detection for Customer Interaction Data: A Survey on Datasets, Methods, and Tools
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3276757
Abstract: With the increase in usage of machine learning models within many different aspects of customer interactions, it has become very clear that bias detection within associated customer interaction datasets has led to a critical focus… read more here.
Keywords: bias detection; methods tools; customer interaction; customer ... See more keywords
Systematic Evaluation and Usability Analysis of Formal Methods Tools for Railway Signaling System Design
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Software Engineering"
DOI: 10.1109/tse.2021.3124677
Abstract: Formal methods and supporting tools have a long record of success in the development of safety-critical systems. However, no single tool has emerged as the dominant solution for system design. Each tool differs from the… read more here.
Keywords: methods tools; formal methods; railway signaling; design ... See more keywords
Methods and Tools to Construct a Global Indoor Positioning System
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2016.2626797
Abstract: A global indoor positioning system (GIPS) is a system that provides positioning services in most buildings in villages and cities globally. Among the various indoor positioning techniques, WLAN-based location fingerprinting has attracted considerable attention because… read more here.
Keywords: global indoor; indoor; methods tools; positioning system ... See more keywords
The application of systems thinking concepts, methods, and tools to global health practices: An analysis of case studies
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Evaluation in Clinical Practice"
DOI: 10.1111/jep.12842
Abstract: OBJECTIVES This review of systems thinking (ST) case studies seeks to compile and analyse cases from ST literature and provide practitioners with a reference for ST in health practice. Particular attention was given to (1)… read more here.
Keywords: methods tools; analysis; case studies; health ... See more keywords