Our Publications

Research contributions to the academic community

352
Total Publications
231
Journal Articles
110
Conference Papers
8
Book Chapters
All Journal Article Conference Paper Book Chapter Thesis Technical Report
Active filters: Artificial Intelligence Conference Paper Clear all
2023
Conference Paper Scopus
Hierarchical CNN Automated Hierarchy Creation Using Output Prediction Analysis With Misprediction Matrix

Tazuddin, Adrus Mohamad; Abdullah, Azizi; Mahayuddin, Zainal Rasyid

Proceedings of the International Conference on Electrical Engineering and Informatics

DOI
Conference Paper Scopus
Enhancing Hierarchical CNN Via Pathway Loss and Reference Forwarding Synergy

Tazuddin, Adrus Mohamad; Abdullah, Azizi; Mahayuddin, Zainal Rasyid

Proceedings of the International Conference on Electrical Engineering and Informatics

DOI
2022
Conference Paper Scopus
The Process of Using Face Detection Through Convolutional Neural Network

Irsan, Muhamad; Hassan, Rosilah; Hasan, Mohammad Khatim; Lam, Meng Chun

2022 International Conference on Business Analytics for Technology and Security, ICBATS 2022

DOI
2021
Conference Paper Scopus
Toxic Comment Classification Implementing CNN Combining Word Embedding Technique

Pavel, Monirul Islam; Razzak, Razia; Sengupta, Katha; Niloy, Md. Dilshad Kabir; Muqith, Munim Bin; Tan, Siok Yee

Lecture Notes in Networks and Systems , pp. 897-909

DOI
2020
Conference Paper Scopus
Edge Feature based Moving Object Detection Using Aerial Images: A Comparative Study

Mahayuddin, Zainal Rasyid; Saif, A F M Saifuddin

6th International Conference on Computing, Engineering, and Design, ICCED 2020

DOI
Conference Paper Scopus
Text Classification on Islamic Jurisprudence using Machine Learning Techniques

Jamal, K.; Kurniawan, R.; Batubara, A.S.; Nazri, M.Z.A.; Lestari, F.; Papilo, P.

Journal of Physics: Conference Series

DOI
Conference Paper Scopus
Riau Forest Fire Prediction using Supervised Machine Learning

Negara, B.S.; Kurniawan, R.; Nazri, M.Z.A.; Abdullah, S.N.H.S.; Saputra, R.W.; Ismanto, A.

Journal of Physics: Conference Series

DOI
2019
Conference Paper Scopus
A comprehensive review towards appropriate feature selection for moving object detection using aerial images

Mahayuddin, Zainal Rasyid; Saif, A. F. M. Saifuddin

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , pp. 227-236

DOI
2016
Conference Paper Scopus
Biography commercial serial crime analysis using enhanced dynamic neural network

Ghazvini, Anahita; Nazri, Mohd Zakree Bin Ahmad; Abdullah, Siti Norul Huda Sheikh; Junoh, Md Nawawi; Abidin Bin Kasim, Zainal

Proceedings of the 2015 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015 , pp. 334-339

DOI
2015
Conference Paper Scopus
Efficiency measurement of various denoise techniques for moving object detection using aerial images

Mahayuddin, Zainal Rasyid; Saif, A. F. M. Saifuddin; Prabuwono, Anton Satria

Proceedings - 5th International Conference on Electrical Engineering and Informatics: Bridging the Knowledge between Academic, Industry, and Community, ICEEI 2015 , pp. 161-165

DOI
Conference Paper Scopus
On machine learning technique selection for classification

Kurniawan, Rahmad; Nazri, Mohd Zakree Ahmad; Irsyad, M.; Yendra, Rado; Aklima, Anis

Proceedings - 5th International Conference on Electrical Engineering and Informatics: Bridging the Knowledge between Academic, Industry, and Community, ICEEI 2015 , pp. 540-545

DOI
2014
Conference Paper Scopus
Motion analysis for moving object detection from UAV aerial images: A review

Saif, A.F.M. Saifuddin; Prabuwono, Anton Satria; Mahayuddin, Zainal Rasyid

2014 International Conference on Informatics, Electronics and Vision, ICIEV 2014

DOI
2013
Conference Paper Scopus
Soft computing applications and intelligent systems: Second international multi-conference on artificial intelligence technology, m-cait 2013 shah alam, august 28-29, 2013 Proceedings

Noah, Shahrul Azman; Abdullah, Azizi; Arshad, Haslina; Bakar, Azuraliza Abu; Othman, Zulaiha Ali; Sahran, Shahnorbanun; Omar, Nazlia; Othman, Zalinda

Communications in Computer and Information Science

Conference Paper Scopus
Real Time Vision Based Object Detection from UAV Aerial Images: A Conceptual Framework

Saif, A.F.M.Saifuddin; Prabuwono, Anton Satria; Mahayuddin, Zainal Rasyid

Communications in Computer and Information Science , pp. 265-274

DOI
2011
Conference Paper Scopus
Emergence of difficulties among organizations in applying Supply Chain Management

Rahman, Mohd Nizam Ab; Manzouri, Malihe; Arshad, Haslina

Advanced Materials Research , pp. 3440-3444

DOI
2005
Conference Paper Scopus
Recognizing vehicle lubricant oil quality via neural network

Abdullah, Siti Norul Huda Sheikh; Omar, Khairuddin; Abdullah, Siti Rozaimah Sheikh; Harun, Norsalina; Lubis, Mohd Syarif Afriansyah; Haron, Che Hassan Che; Ahmad, Kamsuriah; Nazri, Mohd Zakree Ahmad; Nasrudin, Mohamad Faidzul; Lee, Chin Sin; Fakhrudin, Abdul Sahli; Baruji, Mohd Esa

Proceedings - 8th International Symposium on Signal Processing and its Applications, ISSPA 2005 , pp. 579-582

DOI