Journal: Machine Learning and Knowledge Extraction

Volume 4, Issue 3

580 -- 590Youfa Liu, Guo Chen. Real Quadratic-Form-Based Graph Pooling for Graph Neural Networks
591 -- 620Ananth Mahadevan, Michael Mathioudakis. Certifiable Unlearning Pipelines for Logistic Regression: An Experimental Study
621 -- 640Adithi D. Chakravarthy, Dilanga Abeyrathna, Mahadevan Subramaniam, Parvathi Chundi, Venkataramana Gadhamshetty. Semantic Image Segmentation Using Scant Pixel Annotations
641 -- 664Nontakan Nuntachit, Prompong Sugunnasil. Do We Need a Specific Corpus and Multiple High-Performance GPUs for Training the BERT Model? An Experiment on COVID-19 Dataset
665 -- 687Daniel Sobien, Erik Higgins, Justin Krometis, Justin Kauffman, Laura J. Freeman. Improving Deep Learning for Maritime Remote Sensing through Data Augmentation and Latent Space
688 -- 699Pejman Peykani, Fatemeh Sadat Seyed Esmaeili, Mirpouya Mirmozaffari, Armin Jabbarzadeh, Mohammad Khamechian. Input/Output Variables Selection in Data Envelopment Analysis: A Shannon Entropy Approach
700 -- 714Agus Santoso, Fransisco Danang Wijaya, Noor Akhmad Setiawan, Joko Waluyo. Data Mining Algorithms for Operating Pressure Forecasting of Crude Oil Distribution Pipelines to Identify Potential Blockages
715 -- 737Antonina L. Nazarova, Aiichiro Nakano. VLA-SMILES: Variable-Length-Array SMILES Descriptors in Neural Network-Based QSAR Modeling
753 -- 767Abdelouahid Ben Tamou, Abdesslam Benzinou, Kamal Nasreddine. Live Fish Species Classification in Underwater Images by Using Convolutional Neural Networks Based on Incremental Learning with Knowledge Distillation Loss
768 -- 778Martha Chadyiwa, Juliana Kagura, Aimee Stewart. Investigating Machine Learning Applications in the Prediction of Occupational Injuries in South African National Parks
779 -- 802Dirk Tasche. Factorizable Joint Shift in Multinomial Classification
803 -- 813Cedric Roussel, Klaus Böhm, Pascal Neis. Sensor Fusion for Occupancy Estimation: A Study Using Multiple Lecture Rooms in a Complex Building