| Deep Learning with a Rethinking Structure for Multi-label Classification | Feb 5, 2018 | ClassificationDeep Learning | CodeCode Available | 0 |
| Enhancing Multi-Class Classification of Random Forest using Random Vector Functional Neural Network and Oblique Decision Surfaces | Feb 5, 2018 | General ClassificationMulti-class Classification | —Unverified | 0 |
| Heuristic Feature Selection for Clickbait Detection | Feb 4, 2018 | Clickbait DetectionDeep Learning | —Unverified | 0 |
| Deep Learning Framework for Multi-class Breast Cancer Histology Image Classification | Feb 3, 2018 | Breast Cancer Histology Image ClassificationGeneral Classification | —Unverified | 0 |
| Joint Binary Neural Network for Multi-label Learning with Applications to Emotion Classification | Feb 3, 2018 | ClassificationComputational Efficiency | —Unverified | 0 |
| Densely Connected Bidirectional LSTM with Applications to Sentence Classification | Feb 3, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Ensembling Neural Networks for Digital Pathology Images Classification and Segmentation | Feb 3, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis | Feb 2, 2018 | Breast Cancer DetectionBreast Cancer Histology Image Classification | CodeCode Available | 0 |
| Incremental Classifier Learning with Generative Adversarial Networks | Feb 2, 2018 | General Classification | —Unverified | 0 |
| Causal Learning and Explanation of Deep Neural Networks via Autoencoded Activations | Feb 2, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Complex Network Classification with Convolutional Neural Network | Feb 2, 2018 | ClassificationClustering | —Unverified | 0 |
| Deep-Temporal LSTM for Daily Living Action Recognition | Feb 1, 2018 | Action RecognitionGeneral Classification | —Unverified | 0 |
| Greedy Active Learning Algorithm for Logistic Regression Models | Feb 1, 2018 | Active LearningBinary Classification | —Unverified | 0 |
| Classification and Disease Localization in Histopathology Using Only Global Labels: A Weakly-Supervised Approach | Feb 1, 2018 | General ClassificationMultiple Instance Learning | —Unverified | 0 |
| Classifying medical notes into standard disease codes using Machine Learning | Feb 1, 2018 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Comparing approaches for mitigating intergroup variability in personality recognition | Jan 31, 2018 | General Classification | —Unverified | 0 |
| From BoW to CNN: Two Decades of Texture Representation for Texture Classification | Jan 31, 2018 | AttributeGeneral Classification | —Unverified | 0 |
| A CNN-based Spatial Feature Fusion Algorithm for Hyperspectral Imagery Classification | Jan 31, 2018 | General Classification | —Unverified | 0 |
| Cross-domain CNN for Hyperspectral Image Classification | Jan 31, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Deep Learning of Nonnegativity-Constrained Autoencoders for Enhanced Understanding of Data | Jan 31, 2018 | General ClassificationL2 Regularization | —Unverified | 0 |
| Onto2Vec: joint vector-based representation of biological entities and their ontology-based annotations | Jan 31, 2018 | ClusteringGeneral Classification | CodeCode Available | 0 |
| Recursive Feature Generation for Knowledge-based Learning | Jan 31, 2018 | General ClassificationInductive Learning | —Unverified | 0 |
| Model compression for faster structural separation of macromolecules captured by Cellular Electron Cryo-Tomography | Jan 31, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Object Detection in Videos by High Quality Object Linking | Jan 30, 2018 | General ClassificationObject | —Unverified | 0 |
| Robustness of classification ability of spiking neural networks | Jan 30, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification | Jan 30, 2018 | General Classification | CodeCode Available | 0 |
| Cardiac Arrhythmia Detection from ECG Combining Convolutional and Long Short-Term Memory Networks | Jan 30, 2018 | Arrhythmia Detectionfeature selection | —Unverified | 0 |
| Learning to Classify from Impure Samples with High-Dimensional Data | Jan 30, 2018 | General ClassificationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Document Image Classification with Intra-Domain Transfer Learning and Stacked Generalization of Deep Convolutional Neural Networks | Jan 29, 2018 | document-image-classificationDocument Image Classification | CodeCode Available | 0 |
| Deep Reinforcement Learning using Capsules in Advanced Game Environments | Jan 29, 2018 | Deep Reinforcement LearningGeneral Classification | —Unverified | 0 |
| Approximate Vanishing Ideal via Data Knotting | Jan 29, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Helping Crisis Responders Find the Informative Needle in the Tweet Haystack | Jan 29, 2018 | General ClassificationInformativeness | CodeCode Available | 0 |
| Solving for multi-class using orthogonal coding matrices | Jan 27, 2018 | General ClassificationMulti-class Classification | —Unverified | 0 |
| Understanding Deep Architectures by Visual Summaries | Jan 27, 2018 | General Classificationimage-classification | CodeCode Available | 0 |
| Multivariate normal mixture modeling, clustering and classification with the rebmix package | Jan 26, 2018 | ClusteringGeneral Classification | —Unverified | 0 |
| Deep Learning Angiography (DLA): Three-dimensional C-arm Cone Beam CT Angiography Using Deep Learning | Jan 26, 2018 | AnatomyDeep Learning | —Unverified | 0 |
| Classification of sparsely labeled spatio-temporal data through semi-supervised adversarial learning | Jan 26, 2018 | General ClassificationRetrieval | —Unverified | 0 |
| DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification | Jan 25, 2018 | ClassificationComputed Tomography (CT) | CodeCode Available | 0 |
| DeepPap: Deep Convolutional Networks for Cervical Cell Classification | Jan 25, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Deep Learning for End-to-End Automatic Target Recognition from Synthetic Aperture Radar Imagery | Jan 25, 2018 | General Classification | —Unverified | 0 |
| A Rapidly Deployable Classification System using Visual Data for the Application of Precision Weed Management | Jan 25, 2018 | ClassificationClustering | —Unverified | 0 |
| Impact of Batch Size on Stopping Active Learning for Text Classification | Jan 24, 2018 | Active LearningGeneral Classification | —Unverified | 0 |
| Anticipating epileptic seizures through the analysis of EEG synchronization as a data classification problem | Jan 24, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Improving Review Representations with User Attention and Product Attention for Sentiment Classification | Jan 24, 2018 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| Machine learning in APOGEE: Unsupervised spectral classification with K-means | Jan 24, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Support Vector Machine Active Learning Algorithms with Query-by-Committee versus Closest-to-Hyperplane Selection | Jan 24, 2018 | Active LearningGeneral Classification | —Unverified | 0 |
| The WiLI benchmark dataset for written language identification | Jan 23, 2018 | General ClassificationLanguage Identification | CodeCode Available | 0 |
| A Classification Refinement Strategy for Semantic Segmentation | Jan 23, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Automated dataset generation for image recognition using the example of taxonomy | Jan 22, 2018 | Dataset GenerationGeneral Classification | —Unverified | 0 |
| Binary output layer of feedforward neural networks for solving multi-class classification problems | Jan 22, 2018 | General ClassificationMulti-class Classification | —Unverified | 0 |