Article

AlDahoul, Nouar and Abdul Karim, Hezerul and Momo, Mhd Adel and Tan, Myles Joshua Toledo and Fermin, Jamie Ledesma (2024) Encoding laparoscopic image to words using vision transformer for distortion classification and ranking in laparoscopic videos. Multimedia Tools and Applications. ISSN 1573-7721

Abdullah, Muhammad Shahril Nizam and Abdul Karim, Hezerul and AlDahoul, Nouar (2023) A Combination of Light Pre-trained Convolutional Neural Networks and Long Short-Term Memory for Real-Time Violence Detection in Videos. International Journal of Technology, 14 (6). p. 1228. ISSN 2086-9614

AlDahoul, Nouar and Abdul Karim, Hezerul and Momo, Mhd Adel and Escobar, Francesca Isabelle F. and Magallanes, Vina Alyzza and Tan, Myles Joshua Toledo (2023) Author Correction: Parasitic egg recognition using convolution and attention network. Scientific Reports, 13 (1). ISSN 2045-2322

Escobar, Francesca Isabelle F. and Alipo-on, Jacqueline Rose T. and Novia, Jemima Louise U. and Tan, Myles Joshua Toledo and Abdul Karim, Hezerul and AlDahoul, Nouar (2023) Automated counting of white blood cells in thin blood smear images. Computers and Electrical Engineering, 108. p. 108710. ISSN 0045-7906

Castañeda, John Alfred J. and De Castro, Angelo L. and Sy, Michael Aaron G. and AlDahoul, Nouar and Tan, Myles Joshua Toledo and Abdul Karim, Hezerul (2023) Development of a Detection System for Endangered Mammals in Negros Island, Philippines Using YOLOv5n. Lecture Notes in Electrical Engineering, 983. pp. 435-447. ISSN 1876-1100

Lye Abdullah, Mohd Haris and AlDahoul, Nouar and Abdul Karim, Hezerul (2023) Fusion of Appearance and Motion Features for Daily Activity Recognition from Egocentric Perspective. Sensors, 23 (15). p. 6804. ISSN 1424-8220

AlDahoul, Nouar and Abdul Karim, Hezerul and Momo, Mhd Adel and Escobar, Francesca Isabelle F. and Magallanes, Vina Alyzza and Tan, Myles Joshua Toledo (2023) Parasitic egg recognition using convolution and attention network. Scientific Reports, 13 (1). ISSN 2045-2322

AlDahoul, Nouar and Abdul Karim, Hezerul and Momo, Mhd Adel and Escobara, Francesca Isabelle Flores and Tan, Myles Joshua Toledo (2023) Space Object Recognition With Stacking of CoAtNets Using Fusion of RGB and Depth Images. IEEE Access, 11. pp. 5089-5109. ISSN 2169-3536

AlDahoul, Nouar and Abdul Karim, Hezerul and Tan, Myles Joshua Toledo (2023) Utilization of Vision Transformer for Classification and Ranking of Video Distortions. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13739. pp. 195-204. ISSN 0302-9743

Loise U. Novia, Jemima and Alipo-on, Jacqueline Rose T. and Escobar, Francesca Isabelle F. and Tan, Myles Joshua Toledo and Abdul Karim, Hezerul and AlDahoul, Nouar (2023) White Blood Cell Classification of Porcine Blood Smear Images. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13739. pp. 156-168. ISSN 0302-9743

Ahmad Fauzi, Mohammad Faizal and Wan Ahmad, Wan Siti Halimatul Munirah and Jamaluddin, Mohammad Fareed and Lee, Jenny Tung Hiong and Khor, See Yee and Looi, Lai Meng and Abas, Fazly Salleh and AlDahoul, Nouar (2022) Allred Scoring of ER-IHC Stained Whole-Slide Images for Hormone Receptor Status in Breast Carcinoma. Diagnostics, 12 (12). p. 3093. ISSN 2075-4418

Abdullah, Muhammad Shahril Nizam and Abdul Karim, Hezerul and AlDahoul, Nouar (2022) Automated Detection of Violent Contents for Film Censorship using Deep Learning. PIARTI. pp. 1-2. (Unpublished)

AlDahoul, Nouar and Abdul Karim, Hezerul and Md. Sabri, Aznul Qalid and Tan, Myles Joshua Toledo and Momo, Mhd. Adel and Fermin, Jamie Ledesma (2022) A Comparison Between Various Human Detectors and CNN-Based Feature Extractors for Human Activity Recognition via Aerial Captured Video Sequences. IEEE Access, 10. pp. 63532-63553. ISSN 2169-3536

Yafouz, Ayman and AlDahoul, Nouar and Birima, Ahmed H. and Ahmed, Ali Najah and Sherif, Mohsen and Sefelnasr, Ahmed and Allawi, Mohammed Falah and Elshafie, Ahmed (2022) Comprehensive comparison of various machine learning algorithms for short-term ozone concentration prediction. Alexandria Engineering Journal, 61 (6). pp. 4607-4622. ISSN 1110-0168

Hor, Sui Lyn and AlDahoul, Nouar and Abdul Karim, Hezerul and Lye Abdullah, Mohd Haris and Mansor, Sarina and Ahmad Fauzi, Mohammad Faizal and Ba Wazir, Abdulaziz Saleh (2022) Deep Active Learning for Pornography Recognition Using ResNet. International Journal of Technology, 13 (6). p. 1261. ISSN 2086-9614

Barbon, Hazel Chloe Villalobos and Fermin, Jamie Ledesma and Kee, Shaira Limson and Tan, Myles Joshua Toledo and AlDahoul, Nouar and Abdul Karim, Hezerul (2022) Going Electronic: Venturing Into Electronic Monitoring Systems to Increase Hand Hygiene Compliance in Philippine Healthcare. Frontiers in Pharmacology, 13. pp. 1-6. ISSN 1663-9812

AlDahoul, Nouar and Abdul Karim, Hezerul and De Castro, Angelo and Tan, Myles Joshua Toledo (2022) Localization and classification of space objects using EfficientDet detector for space situational awareness. Scientific Reports, 12 (1). ISSN 2045-2322

AlDahoul, Nouar and Abdul Karim, Hezerul and Momo, Mhd Adel (2022) RGB-D based multi-modal deep learning for spacecraft and debris recognition. Scientific Reports, 12 (1). pp. 1-18. ISSN 2045-2322

AlDahoul, Nouar and Ahmed, Ali Najah and Allawi, Mohammed Falah and Sherif, Mohsen and Sefelnasr, Ahmed and Chau, Kwok-wing and El-Shafie, Ahmed (2022) A comparison of machine learning models for suspended sediment load classification. Engineering Applications of Computational Fluid Mechanics, 16 (1). pp. 1211-1232. ISSN 1994-2060

Tiu, Ervin Shan Khai and Huang, Yuk Feng and Ng, Jing Lin and AlDahoul, Nouar and Ahmed, Ali Najah and Elshafie, Ahmed (2022) An evaluation of various data pre-processing techniques with machine learning models for water level prediction. Natural Hazards, 110. pp. 1-33. ISSN 0921-030X, 1573-0840

AlDahoul, Nouar and Essam, Yusuf and Kumar, Pavitra and Elshafie, Ahmed and Ahmed, Ali Najah and Sefelnasr, Ahmed and Sherif, Mohsen (2021) Suspended sediment load prediction using long short-term memory neural network. Scientific Reports, 11. pp. 1-22. ISSN 2045-2322

AlDahoul, Nouar and Abdul Karim, Hezerul and Lye Abdullah, Mohd Haris and Ba Wazir, Abdulaziz Saleh and Ahmad Fauzi, Mohammad Faizal and Tan, Myles Joshua Toledo and Mansor, Sarina and Hor, Sui Lyn (2021) An Evaluation of Traditional and CNN-based Feature Descriptors for Cartoon Pornography Detection. IEEE Access, 9. pp. 39910-39925. ISSN 2169-3536

Ba Wazir, Abdulaziz Saleh and Abdul Karim, Hezerul and Lye Abdullah, Mohd Haris and AlDahoul, Nouar and Ahmad Fauzi, Mohammad Faizal and See, John Su Yang and Naim, Ahmad Syazwan and Mansor, Sarina (2021) Design and implementation of fast spoken foul language recognition with different end-to-end deep neural network architectures. Sensors, 21 (3) (710). pp. 1-17. ISSN 1424-8220

Macariola, Aitana Dy and Santarin, Theara Mae Capacion and Villaflor, Ferianne Joy Manday and Villaluna, Leofe Marie Guintos and Yonzon, Rea Shane Leonora and Fermin, Jamie Ledesma and Kee, Shaira Limson and AlDahoul, Nouar and Abdul Karim, Hezerul and Tan, Myles Joshua Toledo (2021) Breaking Barriers Amid the Pandemic: The Status of Telehealth in Southeast Asia and its Potential as a Mode of Healthcare Delivery in the Philippines. Frontiers in Pharmacology, 12. pp. 1-6. ISSN 1663-9812

AlDahoul, Nouar and Abdul Karim, Hezerul and Ba Wazir, Abdulaziz Saleh (2021) Model fusion of deep neural networks for anomaly detection. Journal of Big Data, 8. pp. 1-18. ISSN 2196-1115

AlDahoul, Nouar and Abdul Karim, Hezerul and Tan, Myles Joshua Toledo and Fermin, Jamie Ledesma (2021) Transfer Learning and Decision Fusion for Real Time Distortion Classification in Laparoscopic Videos. IEEE Access, 9. pp. 115006-115018. ISSN 2169-3536

AlDahoul, Nouar and Abdul Karim, Hezerul and Lye Abdullah, Mohd Haris and Ahmad Fauzi, Mohammad Faizal and Ba Wazir, Abdulaziz Saleh and Mansor, Sarina and See, John Su Yang (2021) Transfer detection of yolo to focus cnn’s attention on nude regions for adult content detection. Symmetry, 13 (1) (26). ISSN 2073-8994

Mansor, Sarina and Abdul Karim, Hezerul and Hor, Sui Lyn and AlDahoul, Nouar (2020) Convolutional Neural Network-based Transfer Learning and Classification of Visual Contents for Film Censorship. Journal of Engineering Technology and Applied Physics, 2 (2). pp. 28-35. ISSN 2682-8383

Hor, Sui Lyn and Mansor, Sarina and AlDahoul, Nouar and Abdul Karim, Hezerul (2020) Convolutional Neural Network-based Transfer Learning and Classification of Visual Contents for Film Censorship. Journal of Engineering Technology and Applied Physics, 2 (2). pp. 28-35. ISSN 2682-8383

AlDahoul, Nouar and Abdul Karim, Hezerul and Lye Abdullah, Mohd Haris and Ahmad Fauzi, Mohammad Faizal and Ba Wazir, Abdulaziz Saleh and Mansor, Sarina and See, John Su Yang (2020) Transfer Detection of YOLO to Focus CNN’s Attention on Nude Regions for Adult Content Detection. Symmetry, 13 (1). p. 26. ISSN 2073-8994

Conference or Workshop Item

Zainudin, Ahmad Zaki and Abdul Karim, Hezerul and AlDahoul, Nouar (2024) Drone Detection and Tracking in Distorted Surveillance Video. In: 2024 IEEE 8th International Conference on Signal and Image Processing Applications (ICSIPA), 03-05 September 2024, Kuala Lumpur, Malaysia.

Momo, Mhd Adel and Abdul Karim, Hezerul and Sy, Michael Aaron G. and Albunni, Ahmad and Tan, Myles Joshua Toledo and AlDahoul, Nouar (2023) Evaluation of Convolution and Attention Networks for Nudity and Pornography Detection in Sketch Images. In: 2023 IEEE Symposium on Computers & Informatics (ISCI), 14-15 October 2023, Shah Alam, Malaysia.

AlDahoul, Nouar and Abdul Karim, Hezerul and Kee, Shaira Limson and Tan, Myles Joshua Toledo (2022) Localization and Classification of Parasitic Eggs in Microscpic Images Using An Efficientdet Detector. In: 2022 IEEE International Conference on Image Processing (ICIP), 16-19 Oct 2022, Bordeaux, France.

AlDahoul, Nouar and Abdul Karim, Hezerul and Datta, Rishav and Gupta, Shreyash and Agrawal, Kashish and Albunni, Ahmad (2021) Convolutional Neural Network - Long Short Term Memory based IOT Node for Violence Detection. In: 2021 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET), 13-15 Sept. 2021, Kota Kinabalu, Malaysia.

AlDahoul, Nouar and Abdul Karim, Hezerul and Momo, Mhd Adel (2021) RGB-D Based Multimodal Convolutional Neural Networks for Spacecraft Recognition. In: 2021 IEEE International Conference on Image Processing Challenges (ICIPC), 25-26 Oct. 2021, Johor Bahru, Malaysia.

Ba Wazir, Abdulaziz Saleh and Abdul Karim, Hezerul and Lye Abdullah, Mohd Haris and Mansor, Sarina and AlDahoul, Nouar and Ahmad Fauzi, Mohammad Faizal and See, John Su Yang (2020) Spectrogram-Based Classification Of Spoken Foul Language Using Deep CNN. In: 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP), 21-24 Sept. 2020, Tampere, Finland.

Other

Azmi, Muhammad Fariz and Abdul Karim, Hezerul and AlDahoul, Nouar (2022) Anomaly Detection For Network Security. None. (Unpublished)

Hor, Sui Lyn and Abdul Karim, Hezerul and AlDahoul, Nouar and Lye Abdullah, Mohd Haris and Mansor, Sarina and Ahmad Fauzi, Mohammad Faizal (2022) Deep Active Learning for Pornography Recognition. None. (Unpublished)