School of AI and Advanced Computing

Research output

Research output per year 2007 2022 2023 2024

• 114 Article
• 98 Conference Proceeding
• 25 Patent
• 11 Review article
• 22 More
  • 7 Chapter
  • 6 Paper
  • 3 Software
  • 2 Book
  • 1 Comment/debate
  • 1 Conference article
  • 1 Editorial
  • 1 Short survey

Research output per year

Research output per year

Search results

• 2024

  An Automated Identification Approach for Partial Discharge Detection Using Density-Based Clustering Without User Inputs

  Rahman, M. A., Ang, L. M. & Seng, K. P., 1 Jan 2024, In: IEEE Transactions on Artificial Intelligence. 5, 1, p. 310-320 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Mutual Information 100%

• CROA-based feature selection with BERT model for detecting the offensive speech in Twitter data

  Anandhi, R. J., Anusuya Devi, V. S., Kiruthika Devi, B. S., Kavin, B. P. & Seng, G. H., 2024, In: Journal of Autonomous Intelligence. 7, 3, 1122.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Feature Selection 100%
  • Bidirectional Encoder Representations From Transformers 100%
  • Transfer Learning 66%
  • Statistics 33%
  • Mathematical Optimization 33%

• Deep learning based ultrasound analysis facilitates precise distinction between parotid pleomorphic adenoma and Warthin tumor

  Liu, X. H., Miao, Y. Y., Qian, L., Shi, Z. T., Wang, Y., Su, J. L., Chang, C., Chen, J. Y., Chen, J. G. & Li, J. W., 2024, In: Frontiers in Oncology. 14, 1337631.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Pleomorphic Adenoma 100%
  • Warthin Tumor 100%
  • Deep Learning 100%
  • Fine-Needle Aspiration 66%
  • Physicians 25%

• Efficient FPGA Binary Neural Network Architecture for Image Super-Resolution

  Su, Y., Seng, K. P., Smith, J. & Ang, L. M., Jan 2024, In: Electronics (Switzerland). 13, 2, 266.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Memory Requirement 100%
  • Receptive Field 100%

• Energy Efficient Graph-Based Hybrid Learning for Speech Emotion Recognition on Humanoid Robot

  Wu, H., Xu, H., Seng, K. P., Chen, J. & Ang, L. M., Mar 2024, In: Electronics (Switzerland). 13, 6, 1151.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Computational Efficiency 100%

• Fully Automatic Karyotyping via Deep Convolutional Neural Networks

  Wang, C., Yu, L., Su, J., Shen, J., Selis, V., Yang, C. & Ma, F., 22 Mar 2024, In: IEEE Access. 12, p. 46081-46092 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Convolutional Neural Network 100%
  • Annotation 100%
  • Art Performance 100%
  • Global Feature 100%
  • Deep Convolutional Neural Networks 100%

• Hepatitis B virus X protein contributes to hepatocellular carcinoma via upregulation of KIAA1429 methyltransferase and mRNA m6A hypermethylation of HSPG2/Perlecan.

  Sivasudhan, E., Zhou, J., Ma, J., Liu, S., Blake, N., Lu, Z., Meng, J. & Rong, R., 2024, (Submitted) In: Molecular Cancer Research.

  Research output: Contribution to journal › Article › peer-review

• Multifaceted Analysis on the Role of Online Tools for Cultural and Knowledge Promotion during Exchange Program

  Gan, H. S. & Lo, Y. T., 2024, In: Asian Journal of Research in Education and Social Sciences .

  Research output: Contribution to journal › Article › peer-review

• Multi-Level Split Federated Learning for Large-Scale AIoT System Based on Smart Cities

  Xu, H., Seng, K. P., Smith, J. & Ang, L. M., Mar 2024, In: Future Internet. 16, 3, 82.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Federated Learning 100%
  • Artificial Intelligence of Things 100%
  • Smart City 100%
  • Data Privacy 50%
  • Internet of Things Device 50%

• SCREAM: Knowledge sharing and compact representation for class incremental learning

  Feng, Z., Zhou, M., Gao, Z., Stefanidis, A. & Sui, Z., May 2024, In: Information Processing and Management. 61, 3, 103629.

  Research output: Contribution to journal › Article › peer-review

  • Compact Representation 100%
  • Dynamic Structure 25%

• scSID: A lightweight algorithm for identifying rare cell types by capturing differential expression from single-cell sequencing data

  Wang, S., Li, H., Zhang, K., Wu, H., Pang, S., Wu, W., Ye, L., Su, J. & Zhang, Y., Dec 2024, In: Computational and Structural Biotechnology Journal. 23, p. 589-600 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Sequencing 100%
  • RNA Sequence 100%
  • Cells 100%
  • Division 100%
  • Genetics 50%

• Single and multi-crop species disease detection using ITSO based gated recurrent multi-attention neural network

  Rajalakshmi, B., Santosh Kumar, B., Kiruthika Devi, B. S., Kavin, B. P. & Seng, G. H., 2024, In: Journal of Autonomous Intelligence. 7, 4, 1126.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Neural Network 100%
  • Apple 100%
  • Maize 100%
  • Deep Learning 100%
  • Crop 100%
  1 Citation (Scopus)

• Triplet-branch network with contrastive prior-knowledge embedding for disease grading

  Li, Y., Wang, Y., Lin, G., Huang, Y., Liu, J., Lin, Y., Wei, D., Zhang, Q., Ma, K., Zhang, Z., Lu, G. & Zheng, Y., Mar 2024, In: Artificial Intelligence in Medicine. 149, 102801.

  Research output: Contribution to journal › Article › peer-review

  • Auxiliary Module 100%
  • Class Imbalance Problem 50%

• Unilateral external fixator and its biomechanical effects in treating different types of femoral fracture: A finite element study with experimental validated model

  Abd Aziz, A. U., Ammarullah, M. I., Ng, B. W., Gan, H. S., Abdul Kadir, M. R. & Ramlee, M. H., 29 Feb 2024, In: Heliyon. 10, 4, e26660.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Finite Element Method 100%
  • Bone 100%
  • Femoral Fracture 100%
  • Diaphysis 100%
  • Femur Fracture 100%

• 用ChatGPT辅助线性代数教学的初步探索

  Niu, Q. & Zhang, D., 2024, In: 大学数学.

  Research output: Contribution to journal › Article › peer-review
• 2023

  A Generic Internet of Things (IoT) Middleware for Smart City Applications

  Ali, Z., Mahmood, A., Khatoon, S., Alhakami, W., Ullah, S. S., Iqbal, J. & Hussain, S., Jan 2023, In: Sustainability (Switzerland). 15, 1, 743.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Software Application 100%
  • Performance Test 100%
  • Information Landscape 100%
  9 Citations (Scopus)

• APESTNet with Mask R-CNN for Liver Tumor Segmentation and Classification

  Gan, H. S., 2023, In: Cancers.

  Research output: Contribution to journal › Article › peer-review

  13 Citations (Scopus)

• AppraisalCloudPCT: A Computational Model of Emotions for Socially Interactive Robots for Autistic Rehabilitation

  Su, J., 7 Mar 2023, In: Computational Intelligence and Neuroscience.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• A Review on Finite Element Modelling and Simulation for Upper Limb of Human Bone and Implant

  Gan, H. S., 2023, In: Malaysian Journal of Medicine and Health Sciences.

  Research output: Contribution to journal › Article › peer-review

• Biomechanical Effects of the Porous Structure of Gyroid and Voronoi Hip Implants: A Finite Element Analysis Using an Experimentally Validated Model

  Salaha, Z. F. M., Ammarullah, M. I., Abdullah, N. N. A. A., Aziz, A. U. A., Gan, H. S., Abdullah, A. H., Abdul Kadir, M. R. & Ramlee, M. H., May 2023, In: Materials. 16, 9, 3298.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Model 100%
  • Optimization 100%
  • Solid State 100%
  • Topology 100%
  • Crystal Structure 100%
  51 Citations (Scopus)

• Cryptographic Encryption and Optimization for Internet of Things Based Medical Image Security

  Gan, H. S., 2023, In: Electronics (Switzerland).

  Research output: Contribution to journal › Article › peer-review

  2 Citations (Scopus)

• Deep generative image priors for semantic face manipulation

  Hou, X., Shen, L., Ming, Z. & Qiu, G., Jul 2023, In: Pattern Recognition. 139, 109477.

  Research output: Contribution to journal › Article › peer-review

  • Encoded Semantics 100%
  3 Citations (Scopus)

• Distributed system anomaly detection using deep learning-based log analysis

  Han, P., Li, H., Xue, G. & Zhang, C., Jun 2023, In: Computational Intelligence. 39, 3, p. 433-455 23 p.

  Research output: Contribution to journal › Article › peer-review

  • Log Analysis 100%
  • Temporal Characteristic 16%
  • Scale Distributed System 16%
  • Maintenance Personnel 16%
  1 Citation (Scopus)

• Down Syndrome detection with Swin Transformer architecture

  Wang, C., Yu, L., Su, J., Mahy, T., Selis, V., Yang, C. & Ma, F., Sept 2023, In: Biomedical Signal Processing and Control. 86, 105199.

  Research output: Contribution to journal › Article › peer-review

  • Down Syndrome 100%
  • Trisomy 21 18%
  • Chromosome 21 9%
  • Digital Imaging 9%
  • Supernumerary Chromosome 9%
  2 Citations (Scopus)

• ENF Based Digital Multimedia Forensics: Survey, Application, Challenges and Future Work

  Ngharamike, E., Ang, L. M., Seng, K. P. & Wang, M., 2023, In: IEEE Access. 11, p. 101241-101272 32 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Application 100%
  • Survey 100%
  • Multimedia 100%
  • Forensics 100%
  • Frequency Signal 75%
  3 Citations (Scopus)

• Exploiting the Rolling Shutter Read-Out Time for ENF-Based Camera Identification

  Ngharamike, E., Ang, L. M., Seng, K. P. & Wang, M., Apr 2023, In: Applied Sciences (Switzerland). 13, 8, 5039.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Identification 100%
  • Experimental Result 50%
  • Social Media 50%
  • Electrical Grid 50%
  • Law Enforcement 50%
  2 Citations (Scopus)

• Factors of Preferences for Virtual and Physical Japanese Exchange Programs

  Gan, H. S. & Lo, Y. T., 2023, In: Asian Journal of Research in Education and Social Sciences .

  Research output: Contribution to journal › Article › peer-review

• Film-GAN: towards realistic analog film photo generation

  Gong, H., Su, J., SENG, J. K. P., Nguyen, A., Liu, A. & Liu, H., 2023, In: Neural Computing and Applications.

  Research output: Contribution to journal › Article › peer-review

• First-order underlie second-order loss in temporal perception of anisometropic amblyope

  Zhang, P., Wu, D., Qiu, Z. & Xu, P., 30 Apr 2023, (Submitted) In: PLoS ONE.

  Research output: Contribution to journal › Article › peer-review

  • Perception 100%
  • Normal Human 33%
  • Contrast 16%
  • Modulation 16%
  • Processing 16%

• From deterministic to stochastic: an interpretable stochastic model-free reinforcement learning framework for portfolio optimization

  Song, Z., Wang, Y., Qian, P., Song, S., Coenen, F., Jiang, Z. & Su, J., Jun 2023, In: Applied Intelligence. 53, 12, p. 15188-15203 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Algorithms 100%
  • Learning Framework 100%
  • Reinforcement Learning 100%
  • Stochastic Model 100%
  • Model-Free Reinforcement Learning 100%
  2 Citations (Scopus)

• From task to evaluation: an automatic text summarization review

  Lu, L., Liu, Y., Xu, W., Li, H. & Sun, G., Nov 2023, In: Artificial Intelligence Review. 56, p. 2477-2507 31 p.

  Research output: Contribution to journal › Article › peer-review

  • Evaluation Metric 100%
  • Text Summarization 100%
  • World Application 33%
  • Application Scenario 33%
  • Language Modeling 33%

• Generative Adversarial Networks (GANs) for Audio-Visual Speech Recognition in Artificial Intelligence IoT

  He, Y., Seng, K. P. & Ang, L. M., Oct 2023, In: Information (Switzerland). 14, 10, 575.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Information Stream 100%
  • Training Process 50%
  3 Citations (Scopus)

• Incorporating I Ching Knowledge into Prediction Task via Data Mining

  Liu, W., Chen, S., Huang, G., Lu, L., Li, H. & Sun, G., 2023, In: Journal of Database Management . 34, 3

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Data Mining 100%
  • Extreme Gradient Boosting 66%
  • Models 33%
  • Real World 33%
  • Prediction Model 33%

• Language-Led Visual Grounding and Future Possibilities

  Sui, Z., Zhou, M., Feng, Z., Stefanidis, A. & Jiang, N., Jul 2023, In: Electronics (Switzerland). 12, 14, 3142.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Computer Vision Technology 100%
  • Validation Module 100%
  • Information Language 100%

• Lightweight Image Denoising Network for Multimedia Teaching System

  Zhang, X., Tian, C., Zhang, Q., Gan, H. S., Cheng, T. & Ibrahim, M. A. H., Sept 2023, In: Mathematics. 11, 17, 3678.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Multimedia 100%
  • image denoising 100%
  • Convolutional Neural Network 40%
  • On-Line Education 40%
  • Attention (Machine Learning) 20%

• Mapping visual field with Bayesian-adaptive eye-tracking qVFM method

  Xu, P., Yu, D., Lesmes, L. A. & Lu, Z. L., 2023, (In preparation) In: Journal of Vision.

  Research output: Contribution to journal › Article › peer-review

  • Procedures 100%
  • Visual Field 100%
  • Saccade 40%
  • Measurement 28%
  • Visual Impairment 28%

• Mitosis domain generalization in histopathology images — The MIDOG challenge

  Aubreville, M., Stathonikos, N., Bertram, C. A., Klopfleisch, R., ter Hoeve, N., Ciompi, F., Wilm, F., Marzahl, C., Donovan, T. A., Maier, A., Breen, J., Ravikumar, N., Chung, Y., Park, J., Nateghi, R., Pourakpour, F., Fick, R. H. J., Ben Hadj, S., Jahanifar, M., Shephard, A., & 21 othersDexl, J., Wittenberg, T., Kondo, S., Lafarge, M. W., Koelzer, V. H., Liang, J., Wang, Y., Long, X., Liu, J., Razavi, S., Khademi, A., Yang, S., Wang, X., Erber, R., Klang, A., Lipnik, K., Bolfa, P., Dark, M. J., Wasinger, G., Veta, M. & Breininger, K., Feb 2023, (E-pub ahead of print) In: Medical Image Analysis. 84, 102699.

  Research output: Contribution to journal › Article › peer-review

  • Image 100%
  • Scanner 100%
  • Domain 100%
  • Generalisation 100%
  • Mitosis 100%
  40 Citations (Scopus)

• Multimodal Sensor-Input Architecture with Deep Learning for Audio-Visual Speech Recognition in Wild

  He, Y., Seng, K. P. & Ang, L. M., Feb 2023, In: Sensors. 23, 4, 1834.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Deep Learning 100%
  • Speech Recognition 100%
  • Models 27%
  • Data Augmentation 18%
  • Classification Models 9%
  4 Citations (Scopus)

• New Hybrid Graph Convolution Neural Network with Applications in Game Strategy

  Xu, H., Seng, K. P. & Ang, L. M., Oct 2023, In: Electronics (Switzerland). 12, 19, 4020.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Learn Strategy 100%
  • Hybrid Network 100%

• Optimizing Energy Consumption and Provisioning for Wireless Charging and Data Collection in Large-Scale WRSNs with Mobile Elements

  Ijemaru, G. K., Ang, L. M. & Seng, K. P., 15 Oct 2023, In: IEEE Internet of Things Journal. 10, 20, p. 17585-17602 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Energy Consumption 100%
  • Sensor Networks 100%
  • Data Collection 100%
  • Deadlines 60%
  • Models 20%
  1 Citation (Scopus)

• Provably Secure and Lightweight Authentication Key Agreement Scheme for Smart Meters

  Chai, S., Yin, H., Xing, B., Li, Z., Guo, Y., Zhang, D., Zhang, X., He, D., Zhang, J., Yu, X., Wang, W. & Huang, X., Sept 2023, In: IEEE Transactions on Smart Grid. 14, 5, p. 3816-3827 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Authentication Key 100%
  • provably secure 100%
  8 Citations (Scopus)

• RgnTX: Colocalization analysis of transcriptome elements in the presence of isoform heterogeneity and ambiguity

  Wang, Y., Wei, Z., Su, J., Coenen, F. & Meng, J., Jan 2023, In: Computational and Structural Biotechnology Journal. 21, p. 4110-4117 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Ambiguity 100%
  • Transcriptome 100%
  • Isoform 100%
  • Testing 100%
  • Functions 33%

• Ridesharing and Crowdsourcing for Smart Cities: Technologies, Paradigms and Use Cases

  Seng, K. P., Ang, L. M., Ngharamike, E. & Peter, E., 2023, In: IEEE Access. 11, p. 18038-18081 44 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Use Case 100%
  • Smart City 100%
  • Technology Paradigm 100%
  • User 25%
  • Survey 25%
  2 Citations (Scopus)

• scASGC: An adaptive simplified graph convolution model for clustering single-cell RNA-seq data

  Wang, S., Zhang, Y., Zhang, Y., Wu, W., Ye, L., Li, Y. Y., Su, J. & Pang, S., Sept 2023, In: Computers in Biology and Medicine. 163, 107152.

  Research output: Contribution to journal › Article › peer-review

  • RNA Sequence 100%
  • RNA Sequencing 100%
  • Models 100%
  • Clustering Method 100%
  • Mouse 50%
  2 Citations (Scopus)

• Statistical structural inference from edge weights using a mixture of gamma distributions

  Wang, J. & Hancock, E. R., 1 Oct 2023, In: Journal of Complex Networks. 11, 5, cnad038.

  Research output: Contribution to journal › Article › peer-review

  • Edge 100%
  • Gamma Distribution 100%
  • Thermodynamics 33%
  • Network Science 33%
  • Physical Analogy 33%

• Swarm Intelligence Internet of Vehicles Approaches for Opportunistic Data Collection and Traffic Engineering in Smart City Waste Management

  Ijemaru, G. K., Ang, L. M. & Seng, K. P., Mar 2023, In: Sensors. 23, 5, 2860.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Internet 100%
  • Data Collection 100%
  • Smart City 100%
  • Swarm Intelligence 100%
  • Data Collector 66%
  9 Citations (Scopus)

• Tissue-specific RNA methylation prediction from gene expression data using sparse regression models

  Zhou, J., 26 Dec 2023, In: Computers in Biology and Medicine.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Triple-kernel gated attention-based multiple instance learning with contrastive learning for medical image analysis

  Hu, H., Ye, R., Thiyagalingam, J., Coenen, F. & Su, J., Sept 2023, In: Applied Intelligence. 53, 17, p. 20311-20326 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Image Analysis 100%
  • Instance Learning 100%
  • Contrastive Learning 100%
  • Multiple Instance 100%
  • Models 80%
• 2022

  4acCPred: Weakly supervised prediction of N⁴-acetyldeoxycytosine DNA modification from sequences

  Zhou, J., Wang, X., Wei, Z., Meng, J. & Huang, D., 13 Dec 2022, In: Molecular Therapy - Nucleic Acids. 30, p. 337-345 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Gene Expression 100%
  • DNA Modification 100%
  • Arabidopsis 100%
  • Biological Functions 50%
  • Regulatory Mechanism 50%
  1 Citation (Scopus)

• Acoustic Photometry of Biomedical Parameters for Association with Diabetes and Covid-19

  Gan, H. S., 2022, In: Emerging Science Journal.

  Research output: Contribution to journal › Article › peer-review

  7 Citations (Scopus)