Unsupervised Classification of Galaxies. I. ICA feature selection Feb 8, 2018 Classification Diagnostic
— Unverified Deep Versus Wide Convolutional Neural Networks for Object Recognition on Neuromorphic System Feb 7, 2018 Classification General Classification
— Unverified Classification of Things in DBpedia using Deep Neural Networks Feb 7, 2018 Classification General Classification
— Unverified Intentional Control of Type I Error over Unconscious Data Distortion: a Neyman-Pearson Approach to Text Classification Feb 7, 2018 Classification General Classification
Code Code Available Neyman-Pearson classification: parametrics and sample size requirement Feb 7, 2018 Binary Classification Classification
— Unverified Efficient Large-Scale Multi-Modal Classification Feb 6, 2018 Classification Computational Efficiency
— Unverified Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders Feb 6, 2018 Classification Decoder
— Unverified Deep Learning with a Rethinking Structure for Multi-label Classification Feb 5, 2018 Classification Deep Learning
Code Code Available ClassSim: Similarity between Classes Defined by Misclassification Ratios of Trained Classifiers Feb 5, 2018 Classification General Classification
Code Code Available Ensembling Neural Networks for Digital Pathology Images Classification and Segmentation Feb 3, 2018 Classification General Classification
— Unverified Joint Binary Neural Network for Multi-label Learning with Applications to Emotion Classification Feb 3, 2018 Classification Computational Efficiency
— Unverified Densely Connected Bidirectional LSTM with Applications to Sentence Classification Feb 3, 2018 Classification General Classification
Code Code Available Causal Learning and Explanation of Deep Neural Networks via Autoencoded Activations Feb 2, 2018 Classification General Classification
— Unverified Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis Feb 2, 2018 Breast Cancer Detection Breast Cancer Histology Image Classification
Code Code Available Complex Network Classification with Convolutional Neural Network Feb 2, 2018 Classification Clustering
— Unverified Model compression for faster structural separation of macromolecules captured by Cellular Electron Cryo-Tomography Jan 31, 2018 Classification General Classification
— Unverified Cross-domain CNN for Hyperspectral Image Classification Jan 31, 2018 Classification General Classification
— Unverified Object Detection in Videos by Short and Long Range Object Linking Jan 30, 2018 Classification Object
— Unverified Robustness of classification ability of spiking neural networks Jan 30, 2018 Classification General Classification
— Unverified Approximate Vanishing Ideal via Data Knotting Jan 29, 2018 Classification General Classification
— Unverified DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification Jan 25, 2018 Classification Computed Tomography (CT)
Code Code Available DeepPap: Deep Convolutional Networks for Cervical Cell Classification Jan 25, 2018 Classification General Classification
— Unverified A Rapidly Deployable Classification System using Visual Data for the Application of Precision Weed Management Jan 25, 2018 Classification Clustering
— Unverified Machine learning in APOGEE: Unsupervised spectral classification with K-means Jan 24, 2018 BIG-bench Machine Learning Classification
— Unverified A Classification Refinement Strategy for Semantic Segmentation Jan 23, 2018 Classification General Classification
— Unverified ECG Signal Preprocessing and SVM Classifier-Based Abnormality Detection in Remote Healthcare Applications Jan 22, 2018 Anomaly Detection Classification
— Unverified Time series kernel similarities for predicting Paroxysmal Atrial Fibrillation from ECGs Jan 21, 2018 Classification Electrocardiography (ECG)
— Unverified What Does a TextCNN Learn? Jan 19, 2018 Classification General Classification
— Unverified Investigating the Working of Text Classifiers Jan 19, 2018 Classification General Classification
Code Code Available Transfer Learning for Improving Speech Emotion Classification Accuracy Jan 19, 2018 Classification Cross-corpus
Code Code Available Contextual and Position-Aware Factorization Machines for Sentiment Classification Jan 18, 2018 Classification General Classification
— Unverified A graph-embedded deep feedforward network for disease outcome classification and feature selection using gene expression data Jan 18, 2018 Classification feature selection
Code Code Available Improvement of Resting-state EEG Analysis Process with Spectrum Weight-Voting based on LES Jan 17, 2018 BIG-bench Machine Learning Classification
— Unverified A Data Driven Approach for Resting-state EEG signal Classification of Schizophrenia with Control Participants using Random Matrix Theory Jan 17, 2018 Classification EEG
— Unverified Face Recognition via Centralized Coordinate Learning Jan 17, 2018 Classification Face Recognition
— Unverified Unseen Class Discovery in Open-world Classification Jan 17, 2018 Classification Clustering
Code Code Available Localization-Aware Active Learning for Object Detection Jan 16, 2018 Active Learning Classification
— Unverified Grounded Language Understanding for Manipulation Instructions Using GAN-Based Classification Jan 16, 2018 Classification General Classification
— Unverified Automatic Classification of Music Genre using Masked Conditional Neural Networks Jan 16, 2018 Classification General Classification
— Unverified Deep Network for Simultaneous Decomposition and Classification in UWB-SAR Imagery Jan 16, 2018 Classification Denoising
— Unverified Generalizing, Decoding, and Optimizing Support Vector Machine Classification Jan 15, 2018 Classification General Classification
— Unverified Predicting Movie Genres Based on Plot Summaries Jan 15, 2018 BIG-bench Machine Learning Classification
Code Code Available Brain EEG Time Series Selection: A Novel Graph-Based Approach for Classification Jan 14, 2018 Classification EEG
— Unverified Semi-supervised Fisher vector network Jan 13, 2018 Action Recognition Classification
— Unverified Deep Classification of Epileptic Signals Jan 11, 2018 Classification EEG
— Unverified FWLBP: A Scale Invariant Descriptor for Texture Classification Jan 10, 2018 Classification General Classification
Code Code Available Lifelong Learning for Sentiment Classification Jan 9, 2018 Bayesian Optimization Classification
— Unverified Data Augmentation by Pairing Samples for Images Classification Jan 9, 2018 Classification Data Augmentation
— Unverified Deep Nearest Class Mean Model for Incremental Odor Classification Jan 8, 2018 Classification General Classification
— Unverified Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification Jan 8, 2018 Classification Computed Tomography (CT)
— Unverified 