Comparison of data mining techniques for predicting compressive strength of environmentally friendly concrete

BA Omran, Q Chen, R Jin - Journal of Computing in Civil …, 2016 - ascelibrary.org
With its growing emphasis on sustainability, the construction industry is increasingly
interested in environmentally friendly concrete produced by using alternative and/or …

Empirical prediction of leaf area index (LAI) of endangered tree species in intact and fragmented indigenous forests ecosystems using WorldView-2 data and two …

G Omer, O Mutanga, EM Abdel-Rahman, E Adam - Remote Sensing, 2016 - mdpi.com
Leaf area index (LAI) is an important biophysical trait for forest ecosystem and ecological
modeling, as it plays a key role for the forest productivity and structural characteristics. The …

Application of computational intelligence technique for estimating superconducting transition temperature of YBCO superconductors

TO Owolabi, KO Akande, SO Olatunji - Applied Soft Computing, 2016 - Elsevier
Yttrium barium copper oxide (YBCO) is a high temperature superconductor with excellent
potential for long distance power transmission applications as well as other applications …

Computational intelligence method of estimating solid-liquid interfacial energy of materials at their melting temperatures

TO Owolabi, KO Akande… - Journal of Intelligent & …, 2016 - content.iospress.com
The reversible work required in forming an interface between a crystal and its coexisting
liquid plays significant roles in many phase transformation and controls many processes …

A novel homogenous hybridization scheme for performance improvement of support vector machines regression in reservoir characterization

KO Akande, TO Owolabi, SO Olatunji… - … Intelligence and Soft …, 2016 - Wiley Online Library
Hybrid computational intelligence is defined as a combination of multiple intelligent
algorithms such that the resulting model has superior performance to the individual …

Concrete strength evaluation in an early-age curing process using SVM with ultrasonic harmonic waves

T Oh, J Kim, A Zhang, C Lee… - Insight-Non-Destructive …, 2016 - ingentaconnect.com
Previous studies have not advanced a method for measuring the strength of concrete at an
early age. In this study, an embedded piezoelectric sensor module has been developed for …

[PDF][PDF] Application and comparison of ANN and SVM for diagnostic classification for cognitive functioning

Y Karaca, S Hayta - Appl. Math. Sci, 2016 - m-hikari.com
Abstract The Wechsler Adult Intelligence Scale-Revised is a test designed and applied
comprehensively for classifying the cognitive skills of adults. Different intellectual profiles on …

Application of Data Mining and Big Data Analytics in the Construction Industry

B Abounia Omran - 2016 - rave.ohiolink.edu
In recent years, the digital world has experienced an explosion in the magnitude of data
being captured and recorded in various industry fields. Accordingly, big data management …

Artificial Intelligence (AI) based tools for predicting the removal efficiency of heavy metals by adsorption

N Parveen, S Zaidi, M Danish - Application of adsorption and ion …, 2016 - mrforum.com
The two most popular artificial intelligence (AI) techniques namely, artificial neural networks
(ANN) and support vector machines (SVM) have been applied for predicting the removal …

Comparative Analysis of the Prediction of the Mechanical Properties of Lightweight Aggregate Concrete via Artificial Neural Network and Finite Elements Method

AL Bonifácio, JC Mendes, MCR Farage… - Mecánica …, 2016 - venus.ceride.gov.ar
Lightweight Aggregate Concrete (LWAC) is a composite comprising cement-based mortar
and Lightweight Aggregates (LWA) widely employed around the world. Due to the …