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Machine Learning: ECML 2004: 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings

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

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Ontology Evaluation through Text Classification

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Fuzzy Clustering for Categorical Spaces

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Improving SVM Classification with Imbalance Data Set

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Approximate Dynamic Programming and Reinforcement Learning

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Sentence-Level Attachment Prediction

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Robust Outlier Detection Using Commute Time and Eigenspace Embedding

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Logic Programming Languages for Databases and the Web

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An Improved Algorithm of Unbalanced Data SVM

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Finding Spread Blockers in Dynamic Networks

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Efficient Estimation of Cumulative Influence for Multiple Activation Information Diffusion Model with Continuous Time Delay

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Local Class Boundaries for Support Vector Machine

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Training Strategy of Semantic Concept Detectors Using Support Vector Machine in Naked Image Classification

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Induction of Concepts in Web Ontologies through Terminological Decision Trees

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Selecting Information Diffusion Models over Social Networks for Behavioral Analysis

inferred← citeshttps://doi.org/10.1007/978-3-642-15939-8_9openalex-snapshot

Fast and Scalable Algorithms for Semi-supervised Link Prediction on Static and Dynamic Graphs

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Modelling Probabilistic Inference Networks and Classification in Probabilistic Datalog

inferred← citeshttps://doi.org/10.1007/978-3-642-16493-4_45openalex-snapshot

Multilabel Classification Using Error Correction Codes

inferred← citeshttps://doi.org/10.1007/978-3-642-16530-6_42openalex-snapshot

Scaling Up the Accuracy of Bayesian Classifier Based on Frequent Itemsets by M-estimate

inferred← citeshttps://doi.org/10.1007/978-3-642-18009-5_13openalex-snapshot

Fast Katz and Commuters: Efficient Estimation of Social Relatedness in Large Networks

inferred← citeshttps://doi.org/10.1007/978-3-642-18278-5_1openalex-snapshot

Data Fusion in Modern Surveillance

inferred← citeshttps://doi.org/10.1007/978-3-642-19656-0_15openalex-snapshot

Detecting Changes in Opinion Value Distribution for Voter Model

inferred← citeshttps://doi.org/10.1007/978-3-642-20244-5_50openalex-snapshot

Using Machine Learning to Support Resource Quality Assessment: An Adaptive Attribute-Based Approach for Health Information Portals

inferred← citeshttps://doi.org/10.1007/978-3-642-20847-8_28openalex-snapshot

Sample Subset Optimization for Classifying Imbalanced Biological Data

inferred← citeshttps://doi.org/10.1007/978-3-642-21738-8_38openalex-snapshot

Bias of Importance Measures for Multi-valued Attributes and Solutions

inferred← citeshttps://doi.org/10.1007/978-3-642-21916-0_18openalex-snapshot

Learning Diffusion Probability Based on Node Attributes in Social Networks

inferred← citeshttps://doi.org/10.1007/978-3-642-21916-0_27openalex-snapshot

Optimizing Probabilistic Models for Relational Sequence Learning

inferred← citeshttps://doi.org/10.1007/978-3-642-22000-5_2openalex-snapshot

Machine Learning and Agents

inferred← citeshttps://doi.org/10.1007/978-3-642-23166-7_12openalex-snapshot

Learning from Imbalanced Data: Evaluation Matters

inferred← citeshttps://doi.org/10.1007/978-3-642-23713-3_25openalex-snapshot

Asymmetric Kernel Scaling for Imbalanced Data Classification

inferred← citeshttps://doi.org/10.1007/978-3-642-23783-6_29openalex-snapshot

On Oblique Random Forests

inferred← citeshttps://doi.org/10.1007/978-3-642-24477-3_14openalex-snapshot

Detecting Anti-majority Opinionists Using Value-Weighted Mixture Voter Model

inferred← citeshttps://doi.org/10.1007/978-3-642-25755-1_2openalex-snapshot

Computational Intelligence Techniques for Risk Management in Decision Making

inferred← citeshttps://doi.org/10.1007/978-3-642-27317-9_10openalex-snapshot

Comparing Supervised Learning Classifiers to Detect Advanced Fee Fraud Activities on Internet

inferred← citeshttps://doi.org/10.1007/978-3-642-28839-5_5openalex-snapshot

Parameter Influence in Genetic Algorithm Optimization of Support Vector Machines

inferred← citeshttps://doi.org/10.1007/978-3-642-28997-2_20openalex-snapshot

Automatic Foldering of Email Messages:A Combination Approach

inferred← citeshttps://doi.org/10.1007/978-3-642-29047-3_16openalex-snapshot

Effect of In/Out-Degree Correlation on Influence Degree of Two Contrasting Information Diffusion Models

inferred← citeshttps://doi.org/10.1007/978-3-642-31095-9_23openalex-snapshot

Requirements-Driven Root Cause Analysis Using Markov Logic Networks

inferred← citeshttps://doi.org/10.1007/978-3-642-31537-4_16openalex-snapshot

Discriminant Subspace Learning Based on Support Vectors Machines

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Training of Classifiers for Quality Control of On-Line Laser Brazing Processes with Highly Imbalanced Datasets

inferred← citeshttps://doi.org/10.1007/978-3-642-33030-8_3openalex-snapshot

Price Sensitive Support Vector Machine Based on Data Set Decomposition

inferred← citeshttps://doi.org/10.1007/978-3-642-33042-1_60openalex-snapshot

Clustering on Dynamic Social Network Data

inferred← citeshttps://doi.org/10.1007/978-3-642-33266-1_62openalex-snapshot

Using a Support Vector Machine and Sampling to Classify Compounds as Potential Transdermal Enhancers

inferred← citeshttps://doi.org/10.1007/978-3-642-33460-3_14openalex-snapshot

Extension of the Rocchio Classification Method to Multi-modal Categorization of Documents in Social Media

inferred← citeshttps://doi.org/10.1007/978-3-642-33715-4_21openalex-snapshot

Hybrid Classifiers for Object Classification with a Rich Background

inferred← citeshttps://doi.org/10.1007/978-3-642-33783-3_3openalex-snapshot

Minimal Correlation Classification

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Machine Learning and Multiagent Systems as Interrelated Technologies

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inferred← citeshttps://doi.org/10.1007/978-3-642-34713-9_32openalex-snapshot

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inferred← citeshttps://doi.org/10.1007/978-3-642-54798-0_1openalex-snapshot

An Introduction to the Novel Challenges in Information Retrieval for Social Media

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inferred← citeshttps://doi.org/10.1016/j.eswa.2023.123086openalex-snapshot

Customer churn prediction in imbalanced datasets with resampling methods: A comparative study

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Using machine learning algorithms based on patient admission laboratory parameters to predict adverse outcomes in COVID-19 patients

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Communications network centrality correlates to organisational coordination

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Class imbalance in unsupervised change detection – A diagnostic analysis from urban remote sensing

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inferred← citeshttps://doi.org/10.1016/j.talanta.2021.122973openalex-snapshot

A weighted twin support vector machine as a potential discriminant analysis tool and evaluation of its performance for near-infrared spectroscopic discrimination of the geographical origins of diverse agricultural products

inferred← citeshttps://doi.org/10.1017/nws.2014.4openalex-snapshot

Structure of complex networks: Quantifying edge-to-edge relations by failure-induced flow redistribution

inferred← citeshttps://doi.org/10.1017/s1471068407003195openalex-snapshot

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inferred← citeshttps://doi.org/10.1088/1538-3873/aac7a8openalex-snapshot

Spectral Feature Extraction for DB White Dwarfs Through Machine Learning Applied to New Discoveries in the Sdss DR12 and DR14

inferred← citeshttps://doi.org/10.1088/1748-9326/ac2d68openalex-snapshot

Global loss of climatically suitable areas for durum wheat growth in the future

inferred← citeshttps://doi.org/10.1093/llc/fqy005openalex-snapshot

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inferred← citeshttps://doi.org/10.1093/nar/gku1058openalex-snapshot

DEEP: a general computational framework for predicting enhancers

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