Data modeling and NLP-based scoring method to assess the relevance of environmental regulatory announcements

H Thimm - Environment Systems and Decisions, 2023 - Springer
The constantly growing body of global environmental legislation necessitates that corporate
environmental compliance managers frequently assess the relevance of new regulations …

[PDF][PDF] A two-step feature selection method for quranic text classification

A Adeleke, NA Samsudin, ZA Othman… - Indonesian Journal of …, 2019 - researchgate.net
Feature selection is an integral phase in text classification problems. It is primarily applied in
preprocessing text data prior to labeling. However, there exist some limitations with the FS …

A group-based feature selection approach to improve classification of Holy Quran verses

AO Adeleke, NA Samsudin, A Mustapha… - Recent Advances on Soft …, 2018 - Springer
Most existing feature selection approach is limited to determine features from a single
source of data. In this paper, a feature selection approach is proposed to consider multiple …

Classification of quranic topics using ensemble learning

B Arkok, AM Zeki - 2021 8th International Conference on …, 2021 - ieeexplore.ieee.org
The real datasets in the world usually are imbalanced; the number of samples for their
classes is not equal. Classifying these datasets makes the classifiers pay attention to the …

Comparative Analysis of Text Mining Classification Algorithms for English and Indonesian Qur'an Translation

R Hidayat, S Minati - IJID (International Journal on …, 2019 - ejournal.uin-suka.ac.id
Abstract Qur'an, As-Sunnah, and Islamic old book have become the sources for Islam
followers as sources of knowledge, wisdom, and law. But in daily life, there are still many …

[PDF][PDF] Comparative analysis for topic classification in Juz Al-Baqarah

MI Rahman, NA Samsudin, A Mustapha… - Indones. J. Electr. Eng …, 2018 - academia.edu
Al-Quran [1] was passed down for 23 years in 610 ce, when Prophet Muhammad was at the
age of 40. First sentence was passed down in Mecca city. Prophet Muhammad begin to …

Perspektif Islam Terhadap Integrasi Perkembangan Ilmu Teknologi

R Putri, A Ramadhan, M Afif - ADI Bisnis Digital Interdisiplin Jurnal, 2021 - adi-journal.org
Pandangan dunia Islam melahirkan kerangka komprehensif yang sesuai untuk karya ilmiah.
Dalam penelitian ini dibahas tentang bagaimana Islam dapat memberikan orientasi yang …

[PDF][PDF] A Hybrid Feature Selection Technique for Classification of Group-based Holy Quran Verses

A Adeleke, N Samsudin - International Journal of Engineering & …, 2018 - researchgate.net
Text classification problem is primarily applied in document labeling. However, the major
setbacks with the existing feature selection techniques are high computational runtime …

[PDF][PDF] Classification of Holy Quran Verses based on Imbalanced Learning

B Arkok, A Zeki - International Journal on Islamic Applications in …, 2020 - academia.edu
Imbalanced Learning (IL) is considered as a special case of text classification. It is applied in
order to classify Imbalanced classes that are not equal in the number of samples. There are …

Topic Modeling of Quranic Verses using Latent Dirichlet Allocation with English Language: Topic Modeling using LDA

K Jamshaid, H Farooq, MT Siddique - VFAST Transactions on Software …, 2024 - vfast.org
This study aims to assess the effectiveness of topic modeling in the English translation of the
Holy Quran. Topic modeling is a popular text mining technique for uncovering latent …