Application of artificial intelligence in geotechnical engineering: A state-of-the-art review

A Baghbani, T Choudhury, S Costa, J Reiner - Earth-Science Reviews, 2022 - Elsevier
Geotechnical engineering deals with soils and rocks and their use in engineering
constructions. By their nature, soils and rocks exhibit complex behaviours and a high level of …

Large language models: a comprehensive survey of its applications, challenges, limitations, and future prospects

MU Hadi, R Qureshi, A Shah, M Irfan, A Zafar… - Authorea …, 2023 - techrxiv.org
Within the vast expanse of computerized language processing, a revolutionary entity known
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …

[HTML][HTML] Application of artificial intelligence to rock mechanics: An overview

AI Lawal, S Kwon - Journal of Rock Mechanics and Geotechnical …, 2021 - Elsevier
Different artificial intelligence (AI) methods have been applied to various aspects of rock
mechanics, but the fact that none of these methods have been used as a standard implies …

A historical review of evolutionary learning methods for Mamdani-type fuzzy rule-based systems: Designing interpretable genetic fuzzy systems

O Cordón - International journal of approximate reasoning, 2011 - Elsevier
The need for trading off interpretability and accuracy is intrinsic to the use of fuzzy systems.
The obtaining of accurate but also human-comprehensible fuzzy systems played a key role …

An easy-to-use MATLAB program (MamLand) for the assessment of landslide susceptibility using a Mamdani fuzzy algorithm

A Akgun, EA Sezer, HA Nefeslioglu… - Computers & …, 2012 - Elsevier
In this study, landslide susceptibility map** using a completely expert opinion-based
approach was applied for the Sinop (northern Turkey) region and its close vicinity. For this …

A review of the application of multiobjective evolutionary fuzzy systems: Current status and further directions

M Fazzolari, R Alcala, Y Nojima… - … on Fuzzy systems, 2012 - ieeexplore.ieee.org
Over the past few decades, fuzzy systems have been widely used in several application
fields, thanks to their ability to model complex systems. The design of fuzzy systems has …

Estimation of uniaxial compressive strength of rock materials by index tests using regression analysis and fuzzy inference system

DA Mishra, A Basu - Engineering Geology, 2013 - Elsevier
This paper presents a comparative evaluation of efficacies of different index tests and
analysis techniques (ie regression analyses and fuzzy inference system) in predicting …

[LLIBRE][B] Cluster analysis for data mining and system identification

J Abonyi, B Feil - 2007 - books.google.com
Dataclusteringisacommontechniqueforstatis…, whichisusedin many? elds, including
machine learning, data mining, pattern recognition, image analysis and bioinformatics …

[LLIBRE][B] Classification and modeling with linguistic information granules: Advanced approaches to linguistic Data Mining

H Ishibuchi, T Nakashima, M Nii - 2004 - books.google.com
Many approaches have already been proposed for classification and modeling in the
literature. These approaches are usually based on mathematical mod els. Computer …

Fuzzy rule selection by multi-objective genetic local search algorithms and rule evaluation measures in data mining

H Ishibuchi, T Yamamoto - Fuzzy sets and systems, 2004 - Elsevier
This paper shows how a small number of simple fuzzy if-then rules can be selected for
pattern classification problems with many continuous attributes. Our approach consists of …