Analysis of k-means clustering algorithm: A case study using large scale e-commerce products

NMN Mathivanan, NAM Ghani… - 2019 IEEE Conference …, 2019 - ieeexplore.ieee.org
E-commerce has become a crucial platform consists a large database of products with
billions number of retailers and consumers. However, these products are placed into …

Prediction of dust storms in construction projects using intelligent artificial neural network technology

SK Zamim, NS Faraj, IA Aidan… - … of Engineering and …, 2019 - pen.ius.edu.ba
Sandstorms (dust storms) are considered the most events which cause destructive and
costly damages in lots of desert regions. These sandstorms may be a reason of huge …

[PDF][PDF] A comparative study on dimensionality reduction between principal component analysis and k-means clustering

NMN Mathivanan, NAM Ghani… - Indonesian Journal of …, 2019 - pdfs.semanticscholar.org
The curse of dimensionality and the empty space phenomenon emerged as a critical
problem in text classification. One way of dealing with this problem is applying a feature …

Guess the time of implementation of residential construction projects using neural networks ANN

EDA AL-Zubaidi, AH Yas, HF Abbas - Periodicals of Engineering …, 2019 - pen.ius.edu.ba
The construction duration of residential projects, especially in building processes,
significantly impact the business of a construction company. The balance between the …

Dynamic filtering of malicious records using machine learning integrated databases

AA Ali, AR AL-Mhanawi, AK Kadhim - Periodicals of Engineering …, 2019 - pen.ius.edu.ba
Abstract Machine Learning, Deep Learning and Predictive Analytics are the key domains of
research in assorted domains of implementations including engineering, finance …

Monitoring corrosion in oil pipelines using non-destructive test

AA Itwayya, AL Saleh, H Tarar - Periodicals of Engineering and …, 2019 - pen.ius.edu.ba
The age of the pipelines is a factor in increasing the potential risk to corrosion in pipelines
hence reduces the safety of pipelines, and gets pipelines more likely to explosion or …

Survey and comparison of different classification techniques for select appropriate classifier of image

S Muneam, MQ Jawad, D Hassan - Periodicals of Engineering and …, 2019 - pen.ius.edu.ba
In human visual system, visual object classification is easy and effortless but in computer
vision systems it is extremely hard Because of the various images of different objects within …