Tomas Maul

45 papers C 5Journal 23Unranked 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
Comparison of three hybrid architectures using 1D, 2D, and 3D CNNs for speech emotion recognition.
Int. J. Speech Technol.
Aparna Vyakaranam, Tomas Maul, Bavani Ramayah
2024 — conf
A Novel Framework using Large Language Models to Automate Coursework Feedback for Computer Science modules.
ICETC
Irfan Yaqub, Zhiyuan Chen, Iman Yi Liao, Tomas Maul, Hsin-Vonn Seow, Tissa Chandesa
2024 J jnl
A review on speech emotion recognition for late deafened educators in online education.
Int. J. Speech Technol.
Aparna Vyakaranam, Tomas Maul, Bavani Ramayah
2024 — conf
Antimatter Networks for Combating the Dying ReLU Problem.
MLIS
Nick Sen Chua, Tomas Maul
2024 J jnl
Enhancing breast cancer histopathological image classification using attention-based high order covariance pooling.
Neural Comput. Appl.
Muhammad Waqas, Amr Ahmed, Tomas Maul, Iman Yi Liao
2024 — conf
Exploring SSL Enhancements Through Triplet-Based Representation Learning.
ICAIT
Ruan Hang, Tomas Maul, Yifan Chen, Tissa Chandesa, Iman Yi Liao, Zhiyuan Chen
2024 J jnl
Recent advancement of intelligent-systems in edible birds nest: A review from production to processing.
Multim. Tools Appl.
Kam Meng Goh, Li Li Lim, Santhi Krishnamoorthy, Weng Kin Lai, Tomas Maul, Jun Kit Chaw
2024 — conf
Synthetic Electrochemical Biosensor Data with Conditional Variational Autoencoders for Enhanced Predictive Modeling.
IEEE SENSORS
Desmond Teo Kai Xiang, Tomas Maul, Michelle Tan Tien Tien
2023 — conf
Evaluation of Post-hoc Interpretability Methods in Breast Cancer Histopathological Image Classification.
BICS
Muhammad Waqas, Tomas Maul, Amr Ahmed, Iman Yi Liao
2023 — conf
Graphene/TiO2 Nanocomposite based Electrochemical Biosensor Enhanced by Support Vector Machine Classification Model to Detect Different DENV Serotype IgG.
SENSORS
Tan Shi Hui, Desmond Teo Kai Xiang, Hwei-San Loh, Tomas Maul, Michelle Tan Tien Tien
2023 — conf
Outlier Exposure with Focal Loss for Out-of-distribution Detection.
ACAI
Qichao Chen, Zhiyuan Chen, Tomas Maul, Kuan Li, Jianping Yin
2023 — conf
Vision-Based Deep Q-Learning on Simple Control Problems: Stabilization via Neurogenesis Regularization.
BICS
Ananto Joyoadikusumo, Tomas Maul
2022 — conf
Analysis of Machine Learning Techniques for Predictive Maintenance in Cooler Condition.
ISPACS
Mirza Rayana Sanzana, Mostafa Osama Mostafa Abdulrazic, Jing-Ying Wong, Tomas Maul, Chun-Chieh Yip
2022 — conf
Lightweight Deep Network for the Classification of Breast Cancer Histopathological Images.
CISP-BMEI
Muhammad Waqas, Tomas Maul, Iman Yi Liao, Amr Ahmed
2022 — conf
Towards Idea Mining: Problem-Solution Phrase Extraction from Text.
ADMA (2)
Haixia Liu, Tim J. Brailsford, James Goulding, Tomas Maul, Tao Tan, Debanjan Chaudhuri
2022 J jnl
U-Net skip-connection architectures for the automated counting of microplastics.
Neural Comput. Appl.
Ka Shing Lee, Hui Ling Chen, Yong Sin Ng, Tomas Maul, Chris Gibbins, Kang-Nee Ting, Mohammed Amer, Mateus Camara
2021 J jnl
AEGR: a simple approach to gradient reversal in autoencoders for network anomaly detection.
Soft Comput.
Kasra Babaei, Zhiyuan Chen, Tomas Maul
2021 J jnl
Balancing Accuracy and Latency in Multipath Neural Networks.
CoRR
Mohammed Amer, Tomas Maul, Iman Yi Liao
2021 — conf
Compositional Committees of Tiny Networks.
ICONIP (6)
Goh Howe Seng, Tomas Maul, Manav Nitin Kapadnis
2021 — conf
Image Super-Resolution for Arthropod Identification.
CSSE
Duhita Wani, Tomas Maul
2021 J jnl
Towards data-free gating of heterogeneous pre-trained neural networks.
Appl. Intell.
Chen Wen Kang, Chua Meng Hong, Tomas Maul
2020 — conf
Conditional Generative Adversarial Networks for Data Augmentation in Breast Cancer Classification.
SCDM
Weng San Wong, Mohammed Amer, Tomas Maul, Iman Yi Liao, Amr Ahmed
2020 J jnl
Path Capsule Networks.
Neural Process. Lett.
Mohammed Amer, Tomas Maul
2020 J jnl
Towards a Universal Gating Network for Mixtures of Experts.
CoRR
Chen Wen Kang, Chua Meng Hong, Tomas Maul
2019 J jnl
A Review of Modularization Techniques in Artificial Neural Networks.
CoRR
Mohammed Amer, Tomas Maul
2019 J jnl
A review of modularization techniques in artificial neural networks.
Artif. Intell. Rev.
Mohammed Amer, Tomas Maul
2019 J jnl
AEGR: A simple approach to gradient reversal in autoencoders for network anomaly detection.
CoRR
Kasra Babaei, Zhiyuan Chen, Tomas Maul
2019 J jnl
Data Augmentation by AutoEncoders for Unsupervised Anomaly Detection.
CoRR
Kasra Babaei, Zhiyuan Chen, Tomas Maul
2019 J jnl
Detecting Point Outliers Using Prune-based Outlier Factor (PLOF).
CoRR
Kasra Babaei, Zhiyuan Chen, Tomas Maul
2019 J jnl
Path Capsule Networks.
CoRR
Mohammed Amer, Tomas Maul
2019 J jnl
Reducing Catastrophic Forgetting in Modular Neural Networks by Dynamic Information Balancing.
CoRR
Mohammed Amer, Tomas Maul
2019 J jnl
Weight Map Layer for Noise and Adversarial Attack Robustness.
CoRR
Mohammed Amer, Tomas Maul
2016 J jnl
Local receptive field constrained deep networks.
Inf. Sci.
Diána Turcsány, Andrzej Bargiela, Tomas Maul
2015 J jnl
Luminophonics experiment: A user study on visual sensory substitution device.
PeerJ Prepr.
Shern Shiou Tan, Tomas Maul, Neil Mennie
2014 C conf
Modelling Retinal Feature Detection With Deep Belief Networks In A Simulated Environment.
ECMS
Diána Turcsány, Andrzej Bargiela, Tomas Maul
2014 C conf
Towards Evolutionary Deep Neural Networks.
ECMS
Tomas Maul, Andrzej Bargiela, Siang Yew Chong, Abdullahi S. Adamu
2013 J jnl
Early experiments with neural diversity machines.
Neurocomputing
Tomas Maul
2011 J jnl
Cybernetics of Vision Systems: Toward an Understanding of Putative Functions of the Outer Retina.
IEEE Trans. Syst. Man Cybern. Part A
Tomas Maul, Andrzej Bargiela, Jung Ren Lee
2011 C conf
Simulation Modelling Of Nanoparticle Assemblies Formed By Spray Deposition.
ECMS
Tomas Maul, Andrzej Bargiela, Yuying Yan, Nan Gao
2011 J jnl
Unsupervised learning in second-order neural networks for motion analysis.
Neurocomputing
Tomas Maul, Sapiyan Baba
2010 C conf
A Neuroalgorithmic Investigation Of The Outer Retina.
ECMS
Tomas Maul, Andrzej Bargiela, Jung Ren Lee
2009 — conf
Analysis of Gait Features between Loaded and Normal Gait.
SITIS
Norshuhada Samudin, Wan Noorshahida Mohd Isa, Tomas Maul, Weng-Kin Lai
2009 C conf
Neural Clustering Of Correspondences For Visual Pose Estimation.
ECMS
Tomas Maul, Sapiyan Baba
2008 — conf
Investigations into Particle Swarm Optimization for Multi-class Shape Recognition.
ICONIP (2)
Ee Lee Ng, Mei Kuan Lim, Tomas Maul, Weng-Kin Lai
2005 — conf
Dynamic Inputs and Attraction Force Analysis for Visual Invariance and Transformation Estimation.
ICNC (1)
Tomas Maul, Sapiyan Baba, Azwina M. Yusof