| 2021 | Predicting Influenza A Viral Host Using PSSM and Word Embeddings. | Yanhua Xu, Dominik Wojtczak |
| 2021 | Multi-distance based spectral embedding fusion for clustering single-cell methylation data. | Qi Tian, Jianxiao Zou, Jianxiong Tang, Shicai Fan |
| 2021 | Predicting Drug-Drug Interactions Using Meta-path Based Similarities. | Farhan Tanvir, Muhammad Ifte Islam, Esra Akbas |
| 2021 | Drug-target affinity prediction using applicability domain based on data density. | Shunya Sugita, Masahito Ohue |
| 2021 | A comparison of multi-objective optimization algorithms to identify drug target combinations. | Simone Spolaor, Daniele M. Papetti, Paolo Cazzaniga, Daniela Besozzi, Marco S. Nobile |
| 2021 | SPOT-1D2: Improving Protein Secondary Structure Prediction using High Sequence Identity Training Set and an Ensemble of Recurrent and Residual-convolutional Neural Networks. | Jaspreet Singh, Jaswinder Singh, Kuldip K. Paliwal, Andrew Busch, Yaoqi Zhou |
| 2021 | Classification of Human Emotions using EEG-based Causal Connectivity Patterns. | J. Siva Ramakrishna, Neelam Sinha, Hariharan Ramasangu |
| 2021 | Random Forest to Predict Eucalyptus as a Potential Herb in Preventing Covid19. | Nabila Sekar Ramadhanti, Wisnu Ananta Kusuma, Irmanida Batubara, Rudi Heryanto |
| 2021 | A Scaled-2D CNN for Skin Cancer Diagnosis. | Taki Hasan Rafi, Raed M. Shubair |
| 2021 | $\mathcal{LAJA}{-}$ Label Attention Transformer Architectures for ICD-10 Coding of Unstructured Clinical Notes. | Veena Mayya, S. Sowmya Kamath, Vijayan Sugumaran |
| 2021 | Robustness of Visualization Methods in Preserving the Continuous and Discrete Latent Structures of High-Dimensional Single-Cell Data. | Tamasha Malepathirana, Damith A. Senanayake, Vini Gautam, Saman K. Halgamuge |
| 2021 | An Oscillator Model for Interbrain Synchrony: Slow Interactional Rhythms Entrain Fast Neural Activity. | Chen Lam Loh, Tom Froese |
| 2021 | Leveraging Neural Networks in Malaria Control. | Joseph Livesey, Dominik Wojtczak |
| 2021 | Using Evolved Neural Networks to Elucidate Nef Features Associated with HIV-1 Subtype Differentiation. | Enoch S. Liu, Gary B. Fogel, David J. Nolan, Susanna L. Lamers, Michael S. McGrath |
| 2021 | Identification of chloroplast and sub-chloroplast proteins from sequence-attributed features using support vector machine and domain information. | Ravindra Kumar, Anjali Garg, Bandana Kumari, Aakriti Jain, Manish Kumar, Equal Contribution |
| 2021 | Quantitative Estimate of Protein-Protein Interaction Targeting Drug-likeness. | Takatsugi Kosugi, Masahito Ohue |
| 2021 | Retinal Disease Classification from OCT Images Using Deep Learning Algorithms. | Jongwoo Kim, Loc Q. Tran |
| 2021 | Efficacy and accuracy responses of DNA mini-barcodes in species identification under a supervised machine learning approach. | Mohimenul Karim, Rashid Abid |
| 2021 | Deep Learning for Brain Tumor Segmentation using Magnetic Resonance Images. | Surbhi Gupta, Manoj Kumar Gupta |
| 2021 | Dynamically Regulated Initialization for S-system Modelling of Genetic Networks. | Jaskaran Gill, Madhu Chetty, Adrian Shatte, Jennifer Hallinan |
| 2021 | An Improved Method for Finding Attractors of Large-Scale Asynchronous Boolean Networks. | Trinh Van Giang, Kunihiko Hiraishi |
| 2021 | An Efficient Boolean Modelling Approach for Genetic Network Inference. | Hasini Nakulugamuwa Gamage, Madhu Chetty, Adrian Shatte, Jennifer Hallinan |
| 2021 | Human Activity Recognition Using Convolutional Neural Networks. | Glstan Dogan, Sinem Sena Ertas, Iremnaz Cay |
| 2021 | Automatic Detection of Necrotizing Fasciitis: A Dataset and Early Results. | Anik Das, Sumaiya Amin, James Alexander Hughes |
| 2021 | Identification of Genes Associated with Alzheimer's Disease using Evolutionary Computation. | Guangyao Chen, James Sargant, Sheridan K. Houghten, Tyler Kennedy Collins |