| Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion Detection | Sep 5, 2024 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| Time series classification with random convolution kernels based transforms: pooling operators and input representations matter | Sep 2, 2024 | feature selectionTime Series | CodeCode Available | 1 |
| Mamba2MIL: State Space Duality Based Multiple Instance Learning for Computational Pathology | Aug 27, 2024 | feature selectionMultiple Instance Learning | CodeCode Available | 1 |
| Hard-Attention Gates with Gradient Routing for Endoscopic Image Computing | Jul 5, 2024 | Binary Classificationfeature selection | CodeCode Available | 1 |
| Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning | Jun 12, 2024 | Automated Feature EngineeringFeature Engineering | CodeCode Available | 1 |
| CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake Detection | Jun 4, 2024 | DeepFake DetectionDiversity | CodeCode Available | 1 |
| InterpreTabNet: Distilling Predictive Signals from Tabular Data by Salient Feature Interpretation | Jun 1, 2024 | feature selectionLanguage Modeling | CodeCode Available | 1 |
| CBMAP: Clustering-based manifold approximation and projection for dimensionality reduction | Apr 27, 2024 | ClusteringData Visualization | CodeCode Available | 1 |
| A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers and Mamba Models | Apr 23, 2024 | ClassificationDenoising | CodeCode Available | 1 |
| Non-negative Contrastive Learning | Mar 19, 2024 | Contrastive LearningDisentanglement | CodeCode Available | 1 |
| ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems | Mar 19, 2024 | Benchmarkingfeature selection | CodeCode Available | 1 |
| IGANN Sparse: Bridging Sparsity and Interpretability with Non-linear Insight | Mar 17, 2024 | Additive modelsfeature selection | CodeCode Available | 1 |
| MEL: Efficient Multi-Task Evolutionary Learning for High-Dimensional Feature Selection | Feb 14, 2024 | feature selectionMulti-Task Learning | CodeCode Available | 1 |
| Binary Feature Mask Optimization for Feature Selection | Jan 23, 2024 | feature selection | CodeCode Available | 1 |
| The Devil is in the Details: Boosting Guided Depth Super-Resolution via Rethinking Cross-Modal Alignment and Aggregation | Jan 16, 2024 | cross-modal alignmentfeature selection | CodeCode Available | 1 |
| A new computationally efficient algorithm to solve Feature Selection for Functional Data Classification in high-dimensional spaces | Jan 11, 2024 | ClassificationComputational Efficiency | CodeCode Available | 1 |
| Embedded feature selection in LSTM networks with multi-objective evolutionary ensemble learning for time series forecasting | Dec 29, 2023 | AttributeEnsemble Learning | CodeCode Available | 1 |
| Online Semi-Supervised Learning of Composite Event Rules by Combining Structure and Mass-Based Predicate Similarity | Dec 15, 2023 | Activity Recognitionfeature selection | CodeCode Available | 1 |
| LISBET: a machine learning model for the automatic segmentation of social behavior motifs | Nov 7, 2023 | feature selectionSelf-Supervised Learning | CodeCode Available | 1 |
| General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History | Oct 31, 2023 | feature selectionMortality Prediction | CodeCode Available | 1 |
| netFound: Foundation Model for Network Security | Oct 25, 2023 | Feature Engineeringfeature selection | CodeCode Available | 1 |
| IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection | Oct 17, 2023 | Explainable Artificial Intelligence (XAI)feature selection | CodeCode Available | 1 |
| HappyFeat -- An interactive and efficient BCI framework for clinical applications | Oct 4, 2023 | Brain Computer Interfacefeature selection | CodeCode Available | 1 |
| CoBEV: Elevating Roadside 3D Object Detection with Depth and Height Complementarity | Oct 4, 2023 | 3D Object Detectionfeature selection | CodeCode Available | 1 |
| Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing | Oct 2, 2023 | feature selectionKnowledge Tracing | CodeCode Available | 1 |
