Mohd Ibrahim Shapiai

25 papers B 1C 6Journal 12Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A morphologically diverse freshwater microalgae dataset for deep learning-based classification with transfer learning analysis. Ecol. Informatics Aimi Alina Binti Hussin, Mohd Ibrahim Shapiai, Shaza Eva Mohamad, Koji Iwamoto, Mohd Farizal Kamaroddin, Kazuhiro Takemoto
2025	J	`jnl`	A Weighted Vision Transformer-Based Multi-Task Learning Framework for Predicting ADAS-Cog Scores. CoRR Nur Amirah Abd Hamid, Mohd Ibrahim Shapiai, Daphne Teck Ching Lai
2025	J	`jnl`	Improving Interpretability in Alzheimer's Prediction via Joint Learning of ADAS-Cog Scores. CoRR Nur Amirah Abd Hamid, Mohd Shahrizal Rusli, Muhammad Thaqif Iman Mohd Taufek, Mohd Ibrahim Shapiai, Daphne Teck Ching Lai
2023	J	`jnl`	3D shallow deep neural network for fast and precise segmentation of left atrium. Multim. Syst. Asma Kausar, Imran Razzak, Mohd Ibrahim Shapiai, Amin Beheshti
2023	J	`jnl`	A Systematic Review of Deep Learning Microalgae Classification and Detection. IEEE Access Dina M. Madkour, Mohd Ibrahim Shapiai, Shaza Eva Mohamad, Hesham Hamdy Aly, Zool Hilmi Ismail, Mohd Zamri Ibrahim
2023	J	`jnl`	An Attention-Augmented Convolutional Neural Network With Focal Loss for Mixed-Type Wafer Defect Classification. IEEE Access Uzma Batool, Mohd Ibrahim Shapiai, Salama A. Mostafa, Mohd Zamri Ibrahim
2023	—	`conf`	Enhancing Multi-Stage Classification of Alzheimer's Disease with Attention Mechanism. IICAIET Wong Pui Ching, Shahrum Shah Abdullah, Mohd Ibrahim Shapiai
2023	J	`jnl`	Lane Detection in Autonomous Vehicles: A Systematic Review. IEEE Access Noor Jannah Zakaria, Mohd Ibrahim Shapiai, Rasli Abd Ghani, Mohd Najib Mohd Yasin, Mohd Zamri Ibrahim, Nurbaiti Wahid
2023	—	`conf`	Real-Time Crack Classification with Wall-Climbing Robot Using MobileNetV2. AsiaSim (1) Mazleenda Mazni, Abdul Rashid Husain, Mohd Ibrahim Shapiai, Izni Syahrizal Ibrahim, Riyadh Zulkifli, Devi Willieam Anggara
2022	J	`jnl`	EDR-Net: Lightweight Deep Neural Network Architecture for Detecting Referable Diabetic Retinopathy. IEEE Trans. Biomed. Circuits Syst. Ahmad Bukhari Aujih, Mohd Ibrahim Shapiai, Fabrice Mériaudeau, Tong Boon Tang
2021	J	`jnl`	A Systematic Review of Deep Learning for Silicon Wafer Defect Recognition. IEEE Access Uzma Batool, Mohd Ibrahim Shapiai, Muhammad Tahir, Zool Hilmi Ismail, Noor Jannah Zakaria, Ahmed Elfakharany
2021	B	`conf`	An Improved Dense V-Network for Fast and Precise Segmentation of Left Atrium. IJCNN Asma Kausar, Imran Razzak, Mohd Ibrahim Shapiai, Riyad Alshammari
2021	C	`conf`	Incorporating Attention Mechanism in Enhancing Classification of Alzheimer's Disease. SoMeT Nur Amirah Abd Hamid, Mohd Ibrahim Shapiai, Uzma Batool, Ranjit Singh Sarban Singh, Muhamad Kamal Mohammed Amin, Khairil Ashraf Elias
2021	C	`conf`	Skeleton-Based Action Recognition with Joint Coordinates as Feature Using Neural Oblivious Decision Ensembles. SoMeT Fakhrul Aniq Hakimi Nasrul 'Alam, Mohd Ibrahim Shapiai, Uzma Batool, Ahmad Kamal Ramli, Khairil Ashraf Elias
2020	C	`conf`	Oversampling Based on Data Augmentation in Convolutional Neural Network for Silicon Wafer Defect Classification. SoMeT Uzma Batool, Mohd Ibrahim Shapiai, Nordinah Ismail, Hilman Fauzi, Syahrizal Salleh
2020	J	`jnl`	Transfer Learning of BCI Using CUR Algorithm. J. Signal Process. Syst. Hilman Fauzi, Mohd Ibrahim Shapiai, Uswah Khairuddin
2019	J	`jnl`	A new platform for the prediction of field-dependent yield stress and plastic viscosity of magnetorheological fluids using particle swarm optimization. Appl. Soft Comput. Irfan Bahiuddin, Saiful Amri Mazlan, Mohd Ibrahim Shapiai, Fitrian Imaduddin, Ubaidillah, Seung-Bok Choi
2019	C	`conf`	Investigation on Data Augmentation for Object Detection Using Deep Neural Network for Traffic Signs Application. SoMeT Hossamelden Mohamed Elhawary, Mohd Ibrahim Shapiai, Hairi Zamzuri, Hilman Fauzi
2018	J	`jnl`	Extreme learning machine for structured output spaces. Neural Comput. Appl. Ayman Maliha, Rubiyah Yusof, Mohd Ibrahim Shapiai
2014	C	`conf`	An Assembly Sequence Planning Approach with Binary Gravitational Search Algorithm. SoMeT Ismail Ibrahim, Zuwairie Ibrahim, Hamzah Ahmad, Zulkifli Md. Yusof, Mohd Ibrahim Shapiai, Sophan Wahyudi Nawawi, Marizan Mubin
2011	C	`conf`	A Hybrid Artificial Neural Network-Naive Bayes for solving imbalanced dataset problems in semiconductor manufacturing test process. HIS Asrul Adam, Lim Chun Chew, Mohd Ibrahim Shapiai, Wen Jau Lee, Zuwairie Ibrahim, Marzuki Khalid
2011	—	`conf`	Investigation on Different Kernel Functions for Weighted Kernel Regression in Solving Small Sample Problems. EMS Mohd Ibrahim Shapiai, Shahdan Sudin, Zuwairie Ibrahim, Marzuki Khalid
2011	—	`conf`	Recipe Generation from Small Samples: Incorporating an Improved Weighted Kernel Regression with Correlation Factor. ICSECS (1) Mohd Ibrahim Shapiai, Zuwairie Ibrahim, Marzuki Khalid, Wen Jau Lee, Soon-Chuan Ong, Vladimir Pavlovic
2010	—	`conf`	A Modified Artificial Neural Network Learning Algorithm for Imbalanced Data Set Problem. CICSyN Asrul Adam, Mohd Ibrahim Shapiai, Zuwairie Ibrahim, Marzuki Khalid, Lim Chun Chew, Wen Jau Lee, Junzo Watada
2010	—	`conf`	A Non-linear Function Approximation from Small Samples Based on Nadaraya-Watson Kernel Regression. CICSyN Mohd Ibrahim Shapiai, Zuwairie Ibrahim, Marzuki Khalid, Wen Jau Lee, Vladimir Pavlovic