Incremental One-Class Models for Data Classification Oct 15, 2016 Classification class-incremental learning
— Unverified Similarity Learning for Time Series Classification Oct 15, 2016 Classification Dynamic Time Warping
— Unverified Generalization of metric classification algorithms for sequences classification and labelling Oct 15, 2016 Chunking Classification
— Unverified Mixed Neural Network Approach for Temporal Sleep Stage Classification Oct 15, 2016 Classification EEG
— Unverified A Harmonic Mean Linear Discriminant Analysis for Robust Image Classification Oct 14, 2016 Classification Dimensionality Reduction
— Unverified Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation Oct 14, 2016 Classification Density Estimation
— Unverified Optimistic Semi-supervised Least Squares Classification Oct 12, 2016 Classification General Classification
— Unverified Semi-supervised Discovery of Informative Tweets During the Emerging Disasters Oct 12, 2016 Classification Clustering
— Unverified Minimax Filter: Learning to Preserve Privacy from Inference Attacks Oct 12, 2016 Classification Emotion Classification
Code Code Available Correlation-Based Method for Sentiment Classification Oct 10, 2016 Classification General Classification
— Unverified Morphology Generation for Statistical Machine Translation using Deep Learning Techniques Oct 7, 2016 Classification Deep Learning
— Unverified Xception: Deep Learning with Depthwise Separable Convolutions Oct 7, 2016 Classification Deep Learning
Code Code Available Sequence-based Sleep Stage Classification using Conditional Neural Fields Oct 6, 2016 Classification Clustering
— Unverified Places: An Image Database for Deep Scene Understanding Oct 6, 2016 BIG-bench Machine Learning Classification
— Unverified Multiple Regularizations Deep Learning for Paddy Growth Stages Classification from LANDSAT-8 Oct 6, 2016 Classification General Classification
— Unverified Combining Generative and Discriminative Neural Networks for Sleep Stages Classification Oct 6, 2016 Classification EEG
— Unverified Binary classification of multi-channel EEG records based on the ε-complexity of continuous vector functions Oct 5, 2016 Binary Classification Classification
— Unverified Generalized Inverse Classification Oct 5, 2016 Classification General Classification
— Unverified Ensemble Maximum Entropy Classification and Linear Regression for Author Age Prediction Oct 4, 2016 Author Profiling Classification
— Unverified Fast Image Classification by Boosting Fuzzy Classifiers Oct 4, 2016 Classification General Classification
— Unverified Semi-supervised Learning with Sparse Autoencoders in Phone Classification Oct 3, 2016 Acoustic Modelling Automatic Speech Recognition
— Unverified Event Based Emotion Classification for News Articles Oct 1, 2016 Articles Classification
— Unverified How Transferable are CNN-based Features for Age and Gender Classification? Oct 1, 2016 Age And Gender Classification Classification
— Unverified Visual Motion Onset Brain-computer Interface Sep 30, 2016 Brain Computer Interface Classification
— Unverified Structure-Aware Classification using Supervised Dictionary Learning Sep 29, 2016 Classification Dictionary Learning
— Unverified Empirical Evaluation of RNN Architectures on Sentence Classification Task Sep 29, 2016 Classification General Classification
— Unverified Deep Architectures for Face Attributes Sep 28, 2016 Attribute Classification
— Unverified Understanding data augmentation for classification: when to warp? Sep 28, 2016 Classification Data Augmentation
— Unverified Correct classification for big/smart/fast data machine learning Sep 27, 2016 BIG-bench Machine Learning Classification
— Unverified Image Retrieval with Fisher Vectors of Binary Features Sep 27, 2016 Classification General Classification
— Unverified One-Class SVM with Privileged Information and its Application to Malware Detection Sep 26, 2016 Anomaly Detection Classification
— Unverified Random Forest for Malware Classification Sep 25, 2016 Classification General Classification
— Unverified A penalized likelihood method for classification with matrix-valued predictors Sep 23, 2016 Classification EEG
— Unverified Large Margin Nearest Neighbor Classification using Curved Mahalanobis Distances Sep 22, 2016 BIG-bench Machine Learning Classification
— Unverified How Useful is Region-based Classification of Remote Sensing Images in a Deep Learning Framework? Sep 22, 2016 Classification General Classification
— Unverified Deep Learning for Video Classification and Captioning Sep 22, 2016 Classification Deep Learning
Code Code Available FastBDT: A speed-optimized and cache-friendly implementation of stochastic gradient-boosted decision trees for multivariate classification Sep 20, 2016 Classification General Classification
Code Code Available Multiclass Classification Calibration Functions Sep 20, 2016 Classification General Classification
— Unverified Semantic Similarity Strategies for Job Title Classification Sep 20, 2016 Classification General Classification
— Unverified Transfer Learning for Material Classification using Convolutional Networks Sep 20, 2016 Classification Descriptive
— Unverified Probabilistic Feature Selection and Classification Vector Machine Sep 18, 2016 Classification feature selection
— Unverified Rule Extraction Algorithm for Deep Neural Networks: A Review Sep 16, 2016 Classification General Classification
— Unverified Learning Schizophrenia Imaging Genetics Data Via Multiple Kernel Canonical Correlation Analysis Sep 15, 2016 Classification Clustering
— Unverified Column Networks for Collective Classification Sep 15, 2016 Classification General Classification
Code Code Available A Greedy Algorithm to Cluster Specialists Sep 13, 2016 Classification Clustering
Code Code Available Segmentation and Classification of Skin Lesions for Disease Diagnosis Sep 12, 2016 Classification General Classification
— Unverified FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition Sep 12, 2016 BIG-bench Machine Learning Classification
— Unverified An empirical study on the effects of different types of noise in image classification tasks Sep 9, 2016 Classification Denoising
Code Code Available An Integrated Classification Model for Financial Data Mining Sep 9, 2016 Classification General Classification
— Unverified INSIGHT-1 at SemEval-2016 Task 4: Convolutional Neural Networks for Sentiment Classification and Quantification Sep 9, 2016 Classification General Classification
— Unverified 