Application of artificial intelligence in geotechnical engineering: A state-of-the-art review
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 …
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
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 …
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 …
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 …
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
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 …
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
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 …
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
This paper presents a comparative evaluation of efficacies of different index tests and
analysis techniques (ie regression analyses and fuzzy inference system) in predicting …
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 …
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 …
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 …
pattern classification problems with many continuous attributes. Our approach consists of …