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Hierarchical document categorization with support vector machines

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

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Multiclass Support Vector Machines

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The Nature of Statistical Learning Theory

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Text categorization with Support Vector Machines: Learning with many relevant features

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BoosTexter: A Boosting-based System for Text Categorization

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Exploiting Hierarchy in Text Categorization

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Hierarchical Text Categorization Using Neural Networks

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LOQO:an interior point code for quadratic programming

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Hierarchical text classification and evaluation

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Support vector machine learning for interdependent and structured output spaces

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Proceedings of the 25th international conference on Machine learning - ICML '08

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Boosting and Rocchio applied to text filtering

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Statistical Learning Theory

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Hierarchical Multilabel Ship Classification in Remote Sensing Images Using Label Relation Graphs

inferred← citeshttps://doi.org/10.1109/tip.2015.2457337openalex-snapshot

Hierarchical Learning of Tree Classifiers for Large-Scale Plant Species Identification

inferred← citeshttps://doi.org/10.1109/tip.2016.2612825openalex-snapshot

LEGO-MM: LEarning Structured Model by Probabilistic loGic Ontology Tree for MultiMedia

inferred← citeshttps://doi.org/10.1109/tip.2017.2667405openalex-snapshot

HD-MTL: Hierarchical Deep Multi-Task Learning for Large-Scale Visual Recognition

inferred← citeshttps://doi.org/10.1109/tkde.2015.2441707openalex-snapshot

Bayes-Optimal Hierarchical Multilabel Classification

inferred← citeshttps://doi.org/10.1109/tkde.2022.3207511openalex-snapshot

HmcNet: A General Approach for Hierarchical Multi-Label Classification

inferred← citeshttps://doi.org/10.1109/tkde.2025.3629743openalex-snapshot

Exploring Global and Local Hierarchies: Dual Classifier With Mutual Distillation for Hierarchical Text Classification

inferred← citeshttps://doi.org/10.1109/tnn.2010.2064177openalex-snapshot

Incorporating the Loss Function Into Discriminative Clustering of Structured Outputs

inferred← citeshttps://doi.org/10.1109/tnnls.2019.2945133openalex-snapshot

Survey on Multi-Output Learning

inferred← citeshttps://doi.org/10.1109/tnsm.2017.2668363openalex-snapshot

Knowledge Guided Hierarchical Multi-Label Classification Over Ticket Data

inferred← citeshttps://doi.org/10.1109/tpami.2014.2315792openalex-snapshot

StructBoost: Boosting Methods for Predicting Structured Output Variables

inferred← citeshttps://doi.org/10.1109/wacv.2014.6836090openalex-snapshot

Joint hierarchical learning for efficient multi-class object detection

inferred← citeshttps://doi.org/10.1109/wi-iat.2009.141openalex-snapshot

Confusion and Distance Metrics as Performance Criteria for Hierarchical Classification Spaces

inferred← citeshttps://doi.org/10.1109/wi-iat.2013.206openalex-snapshot

Automatic Domain Identification for Linked Open Data

inferred← citeshttps://doi.org/10.1109/wi-iat.2013.206">https://doi.org/10.1109/wi-iat.2013.206</aopenalex-snapshot

Automatic Domain Identific ation for Linked Open Data

inferred← citeshttps://doi.org/10.1137/1.9781611972771.20openalex-snapshot

Bandits for Taxonomies: A Model-based Approach

inferred← citeshttps://doi.org/10.1137/1.9781611972788.37openalex-snapshot

Semi-supervised Multi-label Learning by Solving a Sylvester Equation

inferred← citeshttps://doi.org/10.1137/1.9781611972825.91openalex-snapshot

Regularized Structured Output Learning with Partial Labels

inferred← citeshttps://doi.org/10.1137/1.9781611973440.2openalex-snapshot

Batch Mode Active Learning with Hierarchical-Structured Embedded Variance

inferred← citeshttps://doi.org/10.1142/9789812772435_0028openalex-snapshot

MULTIPLE APPROACHES TO FINE-GRAINED INDEXING OF THE BIOMEDICAL LITERATURE

inferred← citeshttps://doi.org/10.1142/s1469026815500200openalex-snapshot

A Scalable Meta-Classifier Combining Search and Classification Techniques for Multi-Level Text Categorization

inferred← citeshttps://doi.org/10.1145/1076034.1076082openalex-snapshot

Multi-labelled classification using maximum entropy method

inferred← citeshttps://doi.org/10.1145/1089815.1089821openalex-snapshot

Support vector machines classification with a very large-scale taxonomy

inferred← citeshttps://doi.org/10.1145/1102351.1102445openalex-snapshot

Learning hierarchical multi-category text classification models

inferred← citeshttps://doi.org/10.1145/1150402.1150446openalex-snapshot

Acclimatizing Taxonomic Semantics for Hierarchical Content Classification

inferred← citeshttps://doi.org/10.1145/1281192.1281270openalex-snapshot

A scalable modular convex solver for regularized risk minimization

inferred← citeshttps://doi.org/10.1145/1321440.1321462openalex-snapshot

Reconstructing ddc for interactive classification

inferred← citeshttps://doi.org/10.1145/1324172.1324173openalex-snapshot

Topic taxonomy adaptation for group profiling

inferred← citeshttps://doi.org/10.1145/1341531.1341552openalex-snapshot

Deep classifier

inferred← citeshttps://doi.org/10.1145/1348599.1348604openalex-snapshot

Sensitive webpage classification for content advertising

inferred← citeshttps://doi.org/10.1145/1390156.1390310openalex-snapshot

Predicting diverse subsets using structural SVMs

inferred← citeshttps://doi.org/10.1145/1390334.1390440openalex-snapshot

Deep classification in large-scale text hierarchies

inferred← citeshttps://doi.org/10.1145/1458082.1458097openalex-snapshot

Error-driven generalist+experts (edge)

inferred← citeshttps://doi.org/10.1145/1460096.1460152openalex-snapshot

Semantic lattices for multiple annotation of images

inferred← citeshttps://doi.org/10.1145/1526709.1526738openalex-snapshot

Large scale multi-label classification via metalabeler

inferred← citeshttps://doi.org/10.1145/1526709.1526867openalex-snapshot

Web-scale classification with naive bayes

inferred← citeshttps://doi.org/10.1145/1571941.1571946openalex-snapshot

Refined experts

inferred← citeshttps://doi.org/10.1145/1592761.1592783openalex-snapshot

Predicting structured objects with support vector machines

inferred← citeshttps://doi.org/10.1145/1690388.1690432openalex-snapshot

Virtual cinematography director for interactive storytelling

inferred← citeshttps://doi.org/10.1145/1774088.1774463openalex-snapshot

Combining global and local information for enhanced deep classification

inferred← citeshttps://doi.org/10.1145/1871437.1871485openalex-snapshot

Mr.KNN

inferred← citeshttps://doi.org/10.1145/1873951.1874136openalex-snapshot

Hierarchical image feature extraction and classification

inferred← citeshttps://doi.org/10.1145/1964897.1964903openalex-snapshot

On exploiting hierarchical label structure with pairwise classifiers

inferred← citeshttps://doi.org/10.1145/2063504.2063506openalex-snapshot

Combining Bayesian Text Classification and Shrinkage to Automate Healthcare Coding

inferred← citeshttps://doi.org/10.1145/2063576.2063855openalex-snapshot

Item categorization in the e-commerce domain

inferred← citeshttps://doi.org/10.1145/2339530.2339615openalex-snapshot

Multi-label hypothesis reuse

inferred← citeshttps://doi.org/10.1145/2396761.2396838openalex-snapshot

Large-scale item categorization for e-commerce

inferred← citeshttps://doi.org/10.1145/2396761.2398668openalex-snapshot

On active learning in hierarchical classification

inferred← citeshttps://doi.org/10.1145/2487575.2487644openalex-snapshot

Recursive regularization for large-scale classification with hierarchical and graphical dependencies

showing the first 200 of 310

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