Adoption of Technology and Digital Tools Amongst Student in Brunei Darussalam Hazimah Marali, Azhan Ahmad, Deenina Salleh, Lee Kok Yueh 2025 7th International Conference on Applied Computational Intelligence in Information Systems Intelligent and Resilient Digital Innovations for Sustainable Living Aciis 2025 Proceedings, 2025
Pixel-based LSTM generative model Somnuk Phon-Amnuaisuk, Noor Deenina Hj Mohd Salleh, Siew-Leing Woo Advances in Intelligent Systems and Computing, 2019 Applying computational intelligence techniques to create generative models of digits or alphabets has received somewhat little attention as compared to classification task. It is also more challenging to create a generative model that could successfully capture styles and detailed characteristics of symbols. In this paper, we describe the application of the Long Short-Term Memory (LSTM) model trained using a supervised learning approach for generating a variety of the letter A. LSTM is a recurrent neural network with a strong salient feature in its ability to handle long range dependencies, hence, it is a popular choice for building intelligent applications for speech recognition, conversation agent and other problems in time series domains. To formulate the problem as a generative task, all the pixels in a 2D image representing an alphabet (i.e., the letter A in this study) are flattened into a long vector to train the LSTM model. We have shown that LSTM has successfully learned to generate new letters A showing many coherent stylistic features with the original letters from the training sets.
Beautiful trochoids Noor Deenina Hj Mohd Salleh, Somnuk Phon-Amnuaisuk Advances in Intelligent Systems and Computing, 2015
RECENT SCHOLAR PUBLICATIONS
Making a Champion! Analysing Story-Driven Sports Games to Devise a Design Methodology for Exergames with Stories A Ahmad, MA Mumin, D Salleh, I Edris 2025 7th International Conference on Applied Computational Intelligence in … , 2025 2025
Visual Accessibility in Gaming: Measuring Satisfaction for Players with Color Vision Impairments D Anuar, SN Safar, D Salleh, MFBHA Bakar 2025 7th International Conference on Applied Computational Intelligence in … , 2025 2025
Adoption of Technology and Digital Tools Amongst Student in Brunei Darussalam H Marali, A Ahmad, D Salleh, LK Yueh 2025 7th International Conference on Applied Computational Intelligence in … , 2025 2025
Evaluating the Effectiveness of Augmented Reality in Learning Photosynthesis for K12 Education F Matnoor, A Ahmad, D Salleh 2025 7th International Conference on Applied Computational Intelligence in … , 2025 2025
Comparing Text, Animated, and Static Visual Representation of AI Chatbot Agents: Effects on Usability, Motivation, and Knowledge Gain A Ahmad, D Salleh, I Edris, I Mashud 2025 7th International Conference on Applied Computational Intelligence in … , 2025 2025
Educator-oriented authoring tools to develop rich educational media: A systematic review A Ahmad, AMS Elaklouk, I Edris, D Salleh 2023 6th International Conference on Applied Computational Intelligence in … , 2023 2023 Citations: 4
Navigation for the Vision Impaired with Spatial Audio and Ultrasonic Obstacle Sensors MAH Fauzul, NDHM Salleh International Conference on Computational Intelligence in Information System … , 2021 2021 Citations: 5
Pixel-based LSTM generative model S Phon-Amnuaisuk, NDHM Salleh, SL Woo International Conference on Computational Intelligence in Information System … , 2018 2018 Citations: 2
Quantifying aesthetic beauty through its dimensions: a case study on trochoids NDHM Salleh, S Phon-Amnuaisuk International Journal of Knowledge Engineering and Soft Data Paradigms 5 (1 … , 2015 2015 Citations: 2
Beautiful Trochoids NDHM Salleh, S Phon-Amnuaisuk Proceedings of the Fourth INNS Symposia Series on Computational Intelligence … , 2015 2015
MOST CITED SCHOLAR PUBLICATIONS
Navigation for the Vision Impaired with Spatial Audio and Ultrasonic Obstacle Sensors MAH Fauzul, NDHM Salleh International Conference on Computational Intelligence in Information System … , 2021 2021 Citations: 5
Educator-oriented authoring tools to develop rich educational media: A systematic review A Ahmad, AMS Elaklouk, I Edris, D Salleh 2023 6th International Conference on Applied Computational Intelligence in … , 2023 2023 Citations: 4
Pixel-based LSTM generative model S Phon-Amnuaisuk, NDHM Salleh, SL Woo International Conference on Computational Intelligence in Information System … , 2018 2018 Citations: 2
Quantifying aesthetic beauty through its dimensions: a case study on trochoids NDHM Salleh, S Phon-Amnuaisuk International Journal of Knowledge Engineering and Soft Data Paradigms 5 (1 … , 2015 2015 Citations: 2
Making a Champion! Analysing Story-Driven Sports Games to Devise a Design Methodology for Exergames with Stories A Ahmad, MA Mumin, D Salleh, I Edris 2025 7th International Conference on Applied Computational Intelligence in … , 2025 2025
Visual Accessibility in Gaming: Measuring Satisfaction for Players with Color Vision Impairments D Anuar, SN Safar, D Salleh, MFBHA Bakar 2025 7th International Conference on Applied Computational Intelligence in … , 2025 2025
Adoption of Technology and Digital Tools Amongst Student in Brunei Darussalam H Marali, A Ahmad, D Salleh, LK Yueh 2025 7th International Conference on Applied Computational Intelligence in … , 2025 2025
Evaluating the Effectiveness of Augmented Reality in Learning Photosynthesis for K12 Education F Matnoor, A Ahmad, D Salleh 2025 7th International Conference on Applied Computational Intelligence in … , 2025 2025
Comparing Text, Animated, and Static Visual Representation of AI Chatbot Agents: Effects on Usability, Motivation, and Knowledge Gain A Ahmad, D Salleh, I Edris, I Mashud 2025 7th International Conference on Applied Computational Intelligence in … , 2025 2025
Beautiful Trochoids NDHM Salleh, S Phon-Amnuaisuk Proceedings of the Fourth INNS Symposia Series on Computational Intelligence … , 2015 2015