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Ensemble Learning

Papers

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Showing 1101–1150 of 1207 papers

TitleStatusHype
Dense Adaptive Cascade Forest: A Self Adaptive Deep Ensemble for Classification Problems—0
Decentralized learning with budgeted network load using Gaussian copulas and classifier ensemblesCode0
Expert Finding in Community Question Answering: A Review—0
Deep Dynamic Boosted Forest—0
Machine learning based hyperspectral image analysis: A survey—0
Breaking the gridlock in Mixture-of-Experts: Consistent and Efficient Algorithms—0
Gradient Boosting With Piece-Wise Linear Regression TreesCode0
Unsupervised Evaluation and Weighted Aggregation of Ranked PredictionsCode0
Drug response prediction by ensemble learning and drug-induced gene expression signatures—0
Applying an Ensemble Learning Method for Improving Multi-label Classification Performance—0
Stochastic Particle Gradient Descent for Infinite Ensembles—0
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced ClassificationCode0
Blind Multiclass Ensemble Classification—0
Efficient Diverse Ensemble for Discriminative Co-Tracking—0
Online Tool Condition Monitoring Based on Parsimonious Ensemble+—0
A Novel Ensemble Learning Approach to Unsupervised Record Linkage—0
Visual Integration of Data and Model Space in Ensemble Learning—0
Dimensionality Reduction Ensembles—0
Churn Prediction in Mobile Social Games: Towards a Complete Assessment Using Survival Ensembles—0
SwGridNet: A Deep Convolutional Neural Network based on Grid Topology for Image ClassificationCode0
Long-Term Ensemble Learning of Visual Place Classifiers—0
Deep Learning for Automatic Stereotypical Motor Movement Detection using Wearable Sensors in Autism Spectrum Disorders—0
UWat-Emote at EmoInt-2017: Emotion Intensity Detection using Affect Clues, Sentiment Polarity and Word Embeddings—0
DMGroup at EmoInt-2017: Emotion Intensity Using Ensemble Method—0
EC3: Combining Clustering and Classification for Ensemble Learning—0
Multiple-Kernel Based Vehicle Tracking Using 3D Deformable Model and Camera Self-Calibration—0
Stacked transfer learning for tropical cyclone intensity prediction—0
UdL at SemEval-2017 Task 1: Semantic Textual Similarity Estimation of English Sentence Pairs Using Regression Model over Pairwise FeaturesCode0
OPI-JSA at SemEval-2017 Task 1: Application of Ensemble learning for computing semantic textual similarity—0
Application of Transfer Learning Approaches in Multimodal Wearable Human Activity Recognition—0
Stochastic Configuration Networks Ensemble for Large-Scale Data Analytics—0
autoBagging: Learning to Rank Bagging Workflows with Metalearning—0
YouTube-8M Video Understanding Challenge Approach and Applications—0
Analysis of dropout learning regarded as ensemble learning—0
ToPs: Ensemble Learning with Trees of Predictors—0
Progressive Boosting for Class Imbalance—0
An Automatic Contextual Analysis and Clustering Classifiers Ensemble approach to Sentiment Analysis—0
Evolving Ensemble Fuzzy Classifier—0
Random Forest Ensemble of Support Vector Regression Models for Solar Power Forecasting—0
Pruning variable selection ensembles—0
Pycobra: A Python Toolbox for Ensemble Learning and VisualisationCode0
A Comparative Study for Predicting Heart Diseases Using Data Mining Classification Methods—0
Time Series Cluster Kernel for Learning Similarities between Multivariate Time Series with Missing DataCode0
Machine Learning Approach to Evaluate MultiLingual Summaries—0
Propensity score prediction for electronic healthcare databases using Super Learner and High-dimensional Propensity Score Methods—0
Stability of Topic Modeling via Matrix FactorizationCode0
Mimicking Ensemble Learning with Deep Branched Networks—0
Concept Drift Adaptation by Exploiting Historical Knowledge—0
Personalized Classifier Ensemble Pruning Framework for Mobile Crowdsourcing—0
Identification of Unmodeled Objects from Symbolic Descriptions—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified