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Stochastic gradient boosted distributed decision trees

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/s0167-9473(01)00065-2openalex-snapshot

Stochastic gradient boosting

inferredcites →https://doi.org/10.1023/a:1009839829793openalex-snapshot

RainForest—A Framework for Fast Decision Tree Construction of Large Datasets

inferredcites →https://doi.org/10.1023/a:1009876119989openalex-snapshot

A Survey of Methods for Scaling Up Inductive Algorithms

inferredcites →https://doi.org/10.1023/a:1010933404324openalex-snapshot

Random Forests

inferredcites →https://doi.org/10.1023/a:1022643204877openalex-snapshot

Induction of Decision Trees

inferredcites →https://doi.org/10.1109/64.539013openalex-snapshot

Data mining and knowledge discovery: making sense out of data

inferredcites →https://doi.org/10.1145/1277741.1277792openalex-snapshot

A regression framework for learning ranking functions using relative relevance judgments

inferredcites →https://doi.org/10.1145/1327452.1327492openalex-snapshot

MapReduce

inferredcites →https://doi.org/10.1145/1458082.1458233openalex-snapshot

Trada

inferredcites →https://doi.org/10.1214/aos/1013203451openalex-snapshot

Greedy function approximation: A gradient boosting machine.

inferredcites →https://doi.org/10.3233/his-2004-11-210openalex-snapshot

A Framework for Learning from Distributed Data Using Sufficient Statistics and Its Application to Learning Decision Trees

inferredcites →https://doi.org/10.5555/1232788.1232798openalex-snapshot

A Framework for Learning from Distributed Data Using Sufficient Statistics and Its Application to Learning Decision Trees

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Application of Ensemble Algorithm in Students' Performance Prediction

inferred← citeshttps://doi.org/10.1109/ijcnn.2019.8851813openalex-snapshot

A Novel Two-Factor Attention Encoder-Decoder Network through Combining Temporal and Prior Knowledge for Weather Forecasting

inferred← citeshttps://doi.org/10.1109/ijcnn52387.2021.9534436openalex-snapshot

Deep Learning Post-Earnings-Announcement Drift

inferred← citeshttps://doi.org/10.1109/itoec.2018.8740537openalex-snapshot

Android Malware Classification using XGBoost based on Images Patterns

inferred← citeshttps://doi.org/10.1109/itsc45102.2020.9294565openalex-snapshot

Data-driven Predictive Modeling of Traffic and Air Flow for the Improved Efficiency of Tunnel Ventilation Systems

inferred← citeshttps://doi.org/10.1109/jbhi.2018.2852718openalex-snapshot

Multitask Cascade Convolution Neural Networks for Automatic Thyroid Nodule Detection and Recognition

inferred← citeshttps://doi.org/10.1109/jiot.2020.3030278openalex-snapshot

CLONE: Collaborative Learning on the Edges

inferred← citeshttps://doi.org/10.1109/jstars.2021.3063507openalex-snapshot

GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection

inferred← citeshttps://doi.org/10.1109/lgrs.2020.3038771openalex-snapshot

CatBoost for RS Image Classification With Pseudo Label Support From Neighbor Patches-Based Clustering

inferred← citeshttps://doi.org/10.1109/ropec.2018.8661441openalex-snapshot

Methodology for Malware Classification using a Random Forest Classifier

inferred← citeshttps://doi.org/10.1109/safeprocess45799.2019.9213344openalex-snapshot

Comparison of Several Data-driven Models for Remaining Useful Life Prediction

inferred← citeshttps://doi.org/10.1109/services.2013.36openalex-snapshot

Towards Real-Time Analytics in the Cloud

inferred← citeshttps://doi.org/10.1109/soca.2017.13openalex-snapshot

Distributed PathGraph: A Cluster Centric Framework for Distributed Processing Graph

inferred← citeshttps://doi.org/10.1109/tcbb.2022.3222777openalex-snapshot

Prediction of circRNA-MiRNA Association Using Singular Value Decomposition and Graph Neural Networks

inferred← citeshttps://doi.org/10.1109/tcds.2024.3485078openalex-snapshot

Kernel-Based Actor–Critic Learning Framework for Autonomous Brain Control on Trajectory

inferred← citeshttps://doi.org/10.1109/tcyb.2014.2336697openalex-snapshot

Learning to Rank Using User Clicks and Visual Features for Image Retrieval

inferred← citeshttps://doi.org/10.1109/tcyb.2021.3070005openalex-snapshot

Random Space Division Sampling for Label-Noisy Classification or Imbalanced Classification

inferred← citeshttps://doi.org/10.1109/tg.2021.3095264openalex-snapshot

Which Heroes to Pick? Learning to Draft in MOBA Games With Neural Networks and Tree Search

inferred← citeshttps://doi.org/10.1109/tgrs.2023.3280591openalex-snapshot

Geo-Intelligent Retrieval Framework Based on Machine Learning in the Cloud Environment: A Case Study of Soil Moisture Retrieval

inferred← citeshttps://doi.org/10.1109/ths.2018.8574202openalex-snapshot

MEADE: Towards a Malicious Email Attachment Detection Engine

inferred← citeshttps://doi.org/10.1109/tits.2023.3323636openalex-snapshot

Automatic Accident Detection, Segmentation and Duration Prediction Using Machine Learning

inferred← citeshttps://doi.org/10.1109/tkde.2013.73openalex-snapshot

Runtime Optimizations for Tree-Based Machine Learning Models

inferred← citeshttps://doi.org/10.1109/tkde.2024.3364385openalex-snapshot

Multi-Modal Traumatic Brain Injury Prognosis via Structure-Aware Field-Wise Learning

inferred← citeshttps://doi.org/10.1109/tmi.2024.3453377openalex-snapshot

Spatiotemporal Microstate Dynamics of Spike-Free Scalp EEG Offer a Potential Biomarker for Refractory Temporal Lobe Epilepsy

inferred← citeshttps://doi.org/10.1109/tmm.2013.2284755openalex-snapshot

Exploiting Click Constraints and Multi-view Features for Image Re-ranking

inferred← citeshttps://doi.org/10.1109/tpds.2017.2703904openalex-snapshot

Replication-Based Fault-Tolerance for Large-Scale Graph Processing

inferred← citeshttps://doi.org/10.1109/tpds.2017.2718515openalex-snapshot

MSGD: A Novel Matrix Factorization Approach for Large-Scale Collaborative Filtering Recommender Systems on GPUs

inferred← citeshttps://doi.org/10.1109/tpds.2026.3702338openalex-snapshot

STRATA2.0: A Serverless Middleware for Machine Learning Training

inferred← citeshttps://doi.org/10.1117/12.2680317openalex-snapshot

Swiss Army VAE: comprehensive sensor data analysis via explainable AI

inferred← citeshttps://doi.org/10.1142/s021819401930001xopenalex-snapshot

Machine Learning Methods for Ranking

inferred← citeshttps://doi.org/10.1145/1873951.1874138openalex-snapshot

Prediction of favourite photos using social, visual, and textual signals

inferred← citeshttps://doi.org/10.1145/1963405.1963461openalex-snapshot

Parallel boosted regression trees for web search ranking

inferred← citeshttps://doi.org/10.1145/2020408.2020477openalex-snapshot

Democrats, republicans and starbucks afficionados

inferred← citeshttps://doi.org/10.1145/2063576.2063775openalex-snapshot

Behavior-driven clustering of queries into topics

inferred← citeshttps://doi.org/10.1145/2124295.2124371openalex-snapshot

A large-scale sentiment analysis for Yahoo! answers

inferred← citeshttps://doi.org/10.1145/2351316.2351321openalex-snapshot

Delta-SimRank computing on MapReduce

inferred← citeshttps://doi.org/10.1145/2517288.2517293openalex-snapshot

Contextual rule-based feature engineering for author-paper identification

inferred← citeshttps://doi.org/10.1145/2532128openalex-snapshot

Simple and Scalable Response Prediction for Display Advertising

inferred← citeshttps://doi.org/10.1145/2556195.2556264openalex-snapshot

Scalable hierarchical multitask learning algorithms for conversion optimization in display advertising

inferred← citeshttps://doi.org/10.1145/2600212.2600233openalex-snapshot

Computation and communication efficient graph processing with distributed immutable view

inferred← citeshttps://doi.org/10.1145/2661829.2662044openalex-snapshot

On Building Decision Trees from Large-scale Data in Applications of On-line Advertising

inferred← citeshttps://doi.org/10.1145/2688500.2688508openalex-snapshot

SYNC or ASYNC: time to fuse for distributed graph-parallel computation

inferred← citeshttps://doi.org/10.1145/2723372.2742793openalex-snapshot

REEF

inferred← citeshttps://doi.org/10.1145/2741948.2741970openalex-snapshot

PowerLyra

inferred← citeshttps://doi.org/10.1145/2806777.2806934openalex-snapshot

Zorro

inferred← citeshttps://doi.org/10.1145/2835776.2835781openalex-snapshot

DiFacto

inferred← citeshttps://doi.org/10.1145/2858788.2688508openalex-snapshot

SYNC or ASYNC: time to fuse for distributed graph-parallel computation

inferred← citeshttps://doi.org/10.1145/2939672.2939699openalex-snapshot

Predicting Disk Replacement towards Reliable Data Centers

inferred← citeshttps://doi.org/10.1145/2939672.2939785openalex-snapshot

XGBoost

inferred← citeshttps://doi.org/10.1145/2998476.2998478openalex-snapshot

Distributed Decision Tree

inferred← citeshttps://doi.org/10.1145/3132037openalex-snapshot

Apache REEF

inferred← citeshttps://doi.org/10.1145/3298989openalex-snapshot

PowerLyra

inferred← citeshttps://doi.org/10.1145/3308558.3313672openalex-snapshot

Entity Personalized Talent Search Models with Tree Interaction Features

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