Controlling for Unobserved Confounds in Classification Using Correlational Constraints Mar 5, 2017 Classification General Classification
— Unverified Machine Learning Based Source Code Classification Using Syntax Oriented Features Mar 4, 2017 BIG-bench Machine Learning Classification
— Unverified Skin Lesion Classification Using Deep Multi-scale Convolutional Neural Networks Mar 4, 2017 Classification General Classification
— Unverified Skin Lesion Classification using Class Activation Map Mar 3, 2017 Classification General Classification
— Unverified Machine Learning on Sequential Data Using a Recurrent Weighted Average Mar 3, 2017 BIG-bench Machine Learning Classification
Code Code Available Active Learning for Cost-Sensitive Classification Mar 3, 2017 Active Learning Classification
— Unverified Optimization of distributions differences for classification Mar 2, 2017 Classification General Classification
— Unverified Skin cancer reorganization and classification with deep neural network Mar 1, 2017 Boundary Detection Classification
— Unverified Remote Sensing Image Scene Classification: Benchmark and State of the Art Mar 1, 2017 Classification Diversity
Code Code Available ISIC 2017 - Skin Lesion Analysis Towards Melanoma Detection Mar 1, 2017 Classification General Classification
— Unverified A Joint Identification Approach for Argumentative Writing Revisions Feb 28, 2017 Classification General Classification
— Unverified Learning rates for classification with Gaussian kernels Feb 28, 2017 Binary Classification Classification
— Unverified Skin Lesion Classification Using Hybrid Deep Neural Networks Feb 27, 2017 Classification General Classification
— Unverified A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings Feb 27, 2017 Bayesian Inference Classification
Code Code Available Learning Deep NBNN Representations for Robust Place Categorization Feb 25, 2017 Classification General Classification
— Unverified Unsupervised Sequence Classification using Sequential Output Statistics Feb 25, 2017 Classification General Classification
— Unverified Deep representation learning for human motion prediction and classification Feb 24, 2017 Action Classification Classification
— Unverified GapTV: Accurate and Interpretable Low-Dimensional Regression and Classification Feb 23, 2017 Additive models Classification
— Unverified Adversarial examples for generative models Feb 22, 2017 Classification General Classification
Code Code Available Memory Matching Networks for Genomic Sequence Classification Feb 22, 2017 Classification General Classification
— Unverified Ensembles of Randomized Time Series Shapelets Provide Improved Accuracy while Reducing Computational Costs Feb 22, 2017 Classification Diversity
Code Code Available Active One-shot Learning Feb 21, 2017 Classification General Classification
Code Code Available Mimicking Ensemble Learning with Deep Branched Networks Feb 21, 2017 Classification Ensemble Learning
— Unverified SurvivalNet: Predicting patient survival from diffusion weighted magnetic resonance images using cascaded fully convolutional and 3D convolutional neural networks Feb 20, 2017 Classification General Classification
Code Code Available Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification Feb 20, 2017 Classification General Classification
Code Code Available The importance of stain normalization in colorectal tissue classification with convolutional networks Feb 20, 2017 Classification General Classification
Code Code Available On Loss Functions for Deep Neural Networks in Classification Feb 18, 2017 Classification General Classification
Code Code Available Analysis and Optimization of fastText Linear Text Classifier Feb 17, 2017 Classification Deep Learning
— Unverified An Empirical Bayes Approach for High Dimensional Classification Feb 16, 2017 Classification General Classification
Code Code Available Nearest Labelset Using Double Distances for Multi-label Classification Feb 15, 2017 Classification General Classification
— Unverified Parallel Long Short-Term Memory for Multi-stream Classification Feb 11, 2017 Classification General Classification
— Unverified Multi-Resolution Dual-Tree Wavelet Scattering Network for Signal Classification Feb 10, 2017 Classification General Classification
— Unverified Switching EEG Headsets Made Easy: Reducing Offline Calibration Effort Using Active Weighted Adaptation Regularization Feb 9, 2017 Active Learning Brain Computer Interface
— Unverified Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI) Feb 9, 2017 Brain Computer Interface Classification
— Unverified Graph Based Relational Features for Collective Classification Feb 9, 2017 Classification General Classification
Code Code Available Search Intelligence: Deep Learning For Dominant Category Prediction Feb 6, 2017 Classification Deep Learning
— Unverified Design, Analysis and Application of A Volumetric Convolutional Neural Network Feb 1, 2017 3D Shape Classification Classification
— Unverified Weakly Supervised Classification in High Energy Physics Feb 1, 2017 BIG-bench Machine Learning Binary Classification
— Unverified Sentiment Analysis of Arabic Tweets Using Semantic Resources Jan 30, 2017 Arabic Sentiment Analysis Classification
— Unverified Model-based Classification and Novelty Detection For Point Pattern Data Jan 30, 2017 Classification General Classification
— Unverified Treelogy: A Novel Tree Classifier Utilizing Deep and Hand-crafted Representations Jan 28, 2017 Classification General Classification
Code Code Available A Comparative Study on Different Types of Approaches to Bengali document Categorization Jan 27, 2017 Classification feature selection
— Unverified Network classification with applications to brain connectomics Jan 27, 2017 Classification Functional Connectivity
Code Code Available Structural Connectome Validation Using Pairwise Classification Jan 26, 2017 Classification General Classification
— Unverified Dynamic time warping distance for message propagation classification in Twitter Jan 26, 2017 Classification Dynamic Time Warping
— Unverified Fast and Accurate Time Series Classification with WEASEL Jan 26, 2017 Classification General Classification
Code Code Available Collective Vertex Classification Using Recursive Neural Network Jan 24, 2017 Classification General Classification
— Unverified Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification Jan 23, 2017 Classification Data Augmentation
Code Code Available Residual and Plain Convolutional Neural Networks for 3D Brain MRI Classification Jan 23, 2017 Classification Deep Learning
Code Code Available Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification Jan 23, 2017 Binary Classification Classification
Code Code Available 