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Machine Learning: ECML-98

https://doi.org/10.1007/bfb0026664
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What this work says

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

inferredcites →https://doi.org/10.1007/bfb0026671openalex-snapshot
A normalization method for contextual data: Experience from a large-scale application
inferredcites →https://doi.org/10.1007/bfb0026676openalex-snapshot
Bayesian and information-theoretic priors for Bayesian network parameters
inferredcites →https://doi.org/10.1007/bfb0026678openalex-snapshot
A monotonic measure for optimal feature selection
inferredcites →https://doi.org/10.1007/bfb0026680openalex-snapshot
God doesn't always shave with Occam's razor — Learning when and how to prune
inferredcites →https://doi.org/10.1007/bfb0026682openalex-snapshot
Pruning decision trees with misclassification costs
inferredcites →https://doi.org/10.1007/bfb0026684openalex-snapshot
A short note about the application of polynomial kernels with fractional degree in Support Vector Learning
inferredcites →https://doi.org/10.1007/bfb0026689openalex-snapshot
Boosting trees for cost-sensitive classifications
inferredcites →https://doi.org/10.1007/bfb0026690openalex-snapshot
Naive bayesian classifier committees
inferredcites →https://doi.org/10.1007/bfb0026691openalex-snapshot
Batch classifications with discrete finite mixtures
inferredcites →https://doi.org/10.1007/bfb0026694openalex-snapshot
An inductive logic programming framework to learn a concept from ambiguous examples
inferredcites →https://doi.org/10.1007/bfb0026709openalex-snapshot
Theoretical results on reinforcement learning with temporally abstract options
inferredcites →https://doi.org/10.1007/bfb0026712openalex-snapshot
Convergence rate of minimization learning for neural networks

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Unsupervised Feature Ranking and Selection
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Inductive Improvement of Part-of-Speech Tagging and Its Effect on a Terminology of Molecular Biology
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Robust Inference of Bayesian Networks Using Speciated Evolution and Ensemble
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Filtering Personal Queries from Mixed-Use Query Logs
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A Semantic Kernel for Text Classification Based on Iterative Higher–Order Relations between Words and Documents
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Retrieval and Discovery of Cell Cycle Literature and Proteins by Means of Machine Learning, Text Mining and Network Analysis
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Comparison of Active Learning Strategies and Proposal of a Multiclass Hypothesis Space Search
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Classification of Small Datasets: Why Using Class-Based Weighting Measures?
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A Hybrid Distance-Based Method and Support Vector Machines for Emotional Speech Detection
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Open Issues on Codebook Generation in Image Classification Tasks
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Multiple Inheritance Problem in Semantic Spreading Activation Networks
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Ontology-Based Text Classification for Filtering Cholangiocarcinoma Documents from PubMed
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SV-M/D: Support Vector Machine-Singular Value Decomposition Based Face Recognition
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Automatic Learning Features Using Bootstrapping for Text Categorization
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Recomputation of Class Relevance Scores for Improving Text Classification
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Raising High-Degree Overlapped Character Bigrams into Trigrams for Dimensionality Reduction in Chinese Text Categorization
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Evolving Text Classifiers with Genetic Programming
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A Bidimensional View of Documents for Text Categorisation
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Semantic Sequence Kin: A Method of Document Copy Detection
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The Bagging and n 2-Classifiers Based on Rules Induced by MODLEM
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PLD: A Distillation Algorithm for Misclassified Documents
inferred← citeshttps://doi.org/10.1007/978-3-540-27772-9_51openalex-snapshot
Sequential Classifiers Combination for Text Categorization: An Experimental Study
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Feature Selection with Rough Sets for Web Page Classification
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Feature Selection Using Improved Mutual Information for Text Classification
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An Augmentation Hybrid System for Document Classification and Rating
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Feature Selection for Multi-class Problems Using Support Vector Machines
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Distributional Character Clustering for Chinese Text Categorization
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inferred← citeshttps://doi.org/10.1007/978-3-540-30115-8_7openalex-snapshot
Applying Support Vector Machines to Imbalanced Datasets
inferred← citeshttps://doi.org/10.1007/978-3-540-30116-5_19openalex-snapshot
Document Classification Through Interactive Supervision of Document and Term Labels
inferred← citeshttps://doi.org/10.1007/978-3-540-30116-5_61openalex-snapshot
HIClass: Hyper-interactive Text Classification by Interactive Supervision of Document and Term Labels
inferred← citeshttps://doi.org/10.1007/978-3-540-30133-2_81openalex-snapshot
Extended Parametric Mixture Model for Robust Multi-labeled Text Categorization
inferred← citeshttps://doi.org/10.1007/978-3-540-30134-9_67openalex-snapshot
Analyzing the Temporal Sequences for Text Categorization
inferred← citeshttps://doi.org/10.1007/978-3-540-30198-1_27openalex-snapshot
Multiple Sets of Rules for Text Categorization
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Automatic Document Categorization Based on k-NN and Object-Based Thesauri
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inferred← citeshttps://doi.org/10.1007/978-3-540-30228-5_1openalex-snapshot
Adaptive Selection of Base Classifiers in One-Against-All Learning for Large Multi-labeled Collections
inferred← citeshttps://doi.org/10.1007/978-3-540-30228-5_20openalex-snapshot
Multi-label Text Classification Using Multinomial Models
inferred← citeshttps://doi.org/10.1007/978-3-540-30228-5_41openalex-snapshot
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On Word Frequency Information and Negative Evidence in Naive Bayes Text Classification
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A Landmarker Selection Algorithm Based on Correlation and Efficiency Criteria
inferred← citeshttps://doi.org/10.1007/978-3-540-30586-6_76openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-540-31871-2_1openalex-snapshot
Automatic Word Clustering for Text Categorization Using Global Information
inferred← citeshttps://doi.org/10.1007/978-3-540-31989-4_8openalex-snapshot
Evolving Rules for Document Classification
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A Hybrid Mood Classification Approach for Blog Text
inferred← citeshttps://doi.org/10.1007/978-3-540-39405-1_9openalex-snapshot
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Text Categorization with ILA
inferred← citeshttps://doi.org/10.1007/978-3-540-39804-2_13openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-540-39804-2_37openalex-snapshot
Text Categorisation Using Document Profiling
inferred← citeshttps://doi.org/10.1007/978-3-540-39857-8_26openalex-snapshot
A New Pairwise Ensemble Approach for Text Classification
inferred← citeshttps://doi.org/10.1007/978-3-540-39857-8_33openalex-snapshot
Improving SVM Text Classification Performance through Threshold Adjustment
inferred← citeshttps://doi.org/10.1007/978-3-540-39857-8_41openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-540-39906-3_10openalex-snapshot
Random Sets and Appropriateness Degrees for Modelling with Labels
inferred← citeshttps://doi.org/10.1007/978-3-540-44871-6_75openalex-snapshot
Application of Multinomial Mixture Model to Text Classification
inferred← citeshttps://doi.org/10.1007/978-3-540-45160-0_18openalex-snapshot
Partition for the Rough Set-Based Text Classification
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Automatic Multi-label Subject Indexing in a Multilingual Environment
inferred← citeshttps://doi.org/10.1007/978-3-540-45216-4_35openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-540-45224-9_113openalex-snapshot
Term-length Normalization for Centroid-based Text Categorization
inferred← citeshttps://doi.org/10.1007/978-3-540-45231-7_21openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-540-45231-7_54openalex-snapshot
Measures of Rule Quality for Feature Selection in Text Categorization
inferred← citeshttps://doi.org/10.1007/978-3-540-45231-7_56openalex-snapshot
Active Feature Selection Based on a Very Limited Number of Entities
inferred← citeshttps://doi.org/10.1007/978-3-540-68125-0_96openalex-snapshot
Text Categorization of Multilingual Web Pages in Specific Domain
inferred← citeshttps://doi.org/10.1007/978-3-540-69912-5_8openalex-snapshot
Classification of Skewed and Homogenous Document Corpora with Class-Based and Corpus-Based Keywords
inferred← citeshttps://doi.org/10.1007/978-3-540-70939-8_28openalex-snapshot
Learning for Semantic Parsing
inferred← citeshttps://doi.org/10.1007/978-3-540-70939-8_52openalex-snapshot
Exploiting Category Information and Document Information to Improve Term Weighting for Text Categorization
inferred← citeshttps://doi.org/10.1007/978-3-540-70939-8_53openalex-snapshot
On the Impact of Lexical and Linguistic Features in Genre- and Domain-Based Categorization
inferred← citeshttps://doi.org/10.1007/978-3-540-71200-8_18openalex-snapshot
On Combined Classifiers, Rule Induction and Rough Sets
inferred← citeshttps://doi.org/10.1007/978-3-540-71233-6_34openalex-snapshot
Ontology-Based MEDLINE Document Classification
inferred← citeshttps://doi.org/10.1007/978-3-540-71496-5_29openalex-snapshot
Combined Syntactic and Semantic Kernels for Text Classification
inferred← citeshttps://doi.org/10.1007/978-3-540-71496-5_31openalex-snapshot
A Probabilistic Model for Clustering Text Documents with Multiple Fields
inferred← citeshttps://doi.org/10.1007/978-3-540-71618-1_1openalex-snapshot
Evolutionary Induction of Decision Trees for Misclassification Cost Minimization
inferred← citeshttps://doi.org/10.1007/978-3-540-71618-1_65openalex-snapshot
Fuzzy Kernel Ridge Regression for Classification
inferred← citeshttps://doi.org/10.1007/978-3-540-71629-7_41openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-540-71701-0_56openalex-snapshot
Combining Convolution Kernels Defined on Heterogeneous Sub-structures
inferred← citeshttps://doi.org/10.1007/978-3-540-71701-0_67openalex-snapshot
Text Classification for Thai Medicinal Web Pages
inferred← citeshttps://doi.org/10.1007/978-3-540-72395-0_132openalex-snapshot
Combining News and Technical Indicators in Daily Stock Price Trends Prediction
inferred← citeshttps://doi.org/10.1007/978-3-540-72524-4_17openalex-snapshot
Generation and Matching of Ontology Data for the Semantic Web in a Peer-to-Peer Framework
inferred← citeshttps://doi.org/10.1007/978-3-540-72665-4_15openalex-snapshot
Cost-Sensitive Decision Trees with Pre-pruning
inferred← citeshttps://doi.org/10.1007/978-3-540-73007-1_32openalex-snapshot
An EA Multi-model Selection for SVM Multiclass Schemes
inferred← citeshttps://doi.org/10.1007/978-3-540-73325-6_4openalex-snapshot
A Simple Probability Based Term Weighting Scheme for Automated Text Classification
inferred← citeshttps://doi.org/10.1007/978-3-540-73351-5_36openalex-snapshot
Large-Scale Knowledge Acquisition from Botanical Texts
inferred← citeshttps://doi.org/10.1007/978-3-540-73729-2_20openalex-snapshot
CWC: A Clustering-Based Feature Weighting Approach for Text Classification
inferred← citeshttps://doi.org/10.1007/978-3-540-73871-8_31openalex-snapshot
A Framework for Titled Document Categorization with Modified Multinomial Naivebayes Classifier
inferred← citeshttps://doi.org/10.1007/978-3-540-74690-4_47openalex-snapshot
Neural Network Processing for Multiset Data
inferred← citeshttps://doi.org/10.1007/978-3-540-74819-9_67openalex-snapshot
Corpus Building for Corporate Knowledge Discovery and Management: A Case Study of Manufacturing
inferred← citeshttps://doi.org/10.1007/978-3-540-74827-4_167openalex-snapshot
Analysis of the Relation Between Stock Price Returns and Headline News Using Text Categorization
inferred← citeshttps://doi.org/10.1007/978-3-540-74976-9_61openalex-snapshot
An Effective Approach to Enhance Centroid Classifier for Text Categorization
inferred← citeshttps://doi.org/10.1007/978-3-540-77018-3_40openalex-snapshot
Best-Match Method Used in Co-training Algorithm
inferred← citeshttps://doi.org/10.1007/978-3-540-77018-3_6openalex-snapshot
Mining Chat Conversations for Sex Identification
inferred← citeshttps://doi.org/10.1007/978-3-540-85502-6_7openalex-snapshot
Visualizing and Evaluating Complexity of Textual Case Bases
inferred← citeshttps://doi.org/10.1007/978-3-540-85836-2_39openalex-snapshot
Is a Voting Approach Accurate for Opinion Mining?
inferred← citeshttps://doi.org/10.1007/978-3-540-85902-4_21openalex-snapshot
XML Document Classification Using Extended VSM
inferred← citeshttps://doi.org/10.1007/978-3-540-85928-4_10openalex-snapshot
An Experiment in Robot Discovery with ILP
inferred← citeshttps://doi.org/10.1007/978-3-540-87732-5_52openalex-snapshot
Kernel-Based Text Classification on Statistical Manifold
inferred← citeshttps://doi.org/10.1007/978-3-540-88192-6_10openalex-snapshot
Enhancing Text Categorization Using Sentence Semantics
inferred← citeshttps://doi.org/10.1007/978-3-540-89197-0_47openalex-snapshot
Knowledge Supervised Text Classification with No Labeled Documents
inferred← citeshttps://doi.org/10.1007/978-3-540-89197-0_51openalex-snapshot
Mining Multidimensional Data through Element Oriented Analysis
inferred← citeshttps://doi.org/10.1007/978-3-540-89619-7_22openalex-snapshot
Text Documents Classification by Associating Terms with Text Categories
inferred← citeshttps://doi.org/10.1007/978-3-540-92219-3_22openalex-snapshot
Facing Polychotomies through Classification by Decomposition: Applications in the Bio-medical Domain
inferred← citeshttps://doi.org/10.1007/978-3-540-92219-3_38openalex-snapshot
MEDLINE Abstracts Classification Based on Noun Phrases Extraction
inferred← citeshttps://doi.org/10.1007/978-3-642-00193-2_5openalex-snapshot
Evolutionary Approach for XML Data Mining
inferred← citeshttps://doi.org/10.1007/978-3-642-00405-6_26openalex-snapshot
AIDSLK: An Anomaly Based Intrusion Detection System in Linux Kernel
inferred← citeshttps://doi.org/10.1007/978-3-642-00672-2_29openalex-snapshot
A Term-Based Driven Clustering Approach for Name Disambiguation
inferred← citeshttps://doi.org/10.1007/978-3-642-00672-2_33openalex-snapshot
AutoPCS: A Phrase-Based Text Categorization System for Similar Texts
inferred← citeshttps://doi.org/10.1007/978-3-642-01307-2_8openalex-snapshot
Text Categorization Using Fuzzy Proximal SVM and Distributional Clustering of Words
inferred← citeshttps://doi.org/10.1007/978-3-642-01347-8_25openalex-snapshot
Frequent Subgraph-Based Approach for Classifying Vietnamese Text Documents
inferred← citeshttps://doi.org/10.1007/978-3-642-01536-6_8openalex-snapshot
A Tutorial on Multi-label Classification Techniques
inferred← citeshttps://doi.org/10.1007/978-3-642-01815-2_18openalex-snapshot
A Concept Lattice-Based Kernel for SVM Text Classification
inferred← citeshttps://doi.org/10.1007/978-3-642-01818-3_35openalex-snapshot
An Empirical Study of Category Skew on Feature Selection for Text Categorization
inferred← citeshttps://doi.org/10.1007/978-3-642-02247-0_14openalex-snapshot
Predicting Customer Models Using Behavior-Based Features in Shops
inferred← citeshttps://doi.org/10.1007/978-3-642-02556-3_50openalex-snapshot
Efficient Text Classification Using Best Feature Selection and Combination of Methods
inferred← citeshttps://doi.org/10.1007/978-3-642-02918-9_10openalex-snapshot
Browser Fingerprinting from Coarse Traffic Summaries: Techniques and Implications
inferred← citeshttps://doi.org/10.1007/978-3-642-02918-9_12openalex-snapshot
Learning SQL for Database Intrusion Detection Using Context-Sensitive Modelling (Extended Abstract)
inferred← citeshttps://doi.org/10.1007/978-3-642-03040-6_14openalex-snapshot
On Efficient Content Based Information Retrieval Using SVM and Higher Order Correlation Analysis
inferred← citeshttps://doi.org/10.1007/978-3-642-03067-3_12openalex-snapshot
Sales Intelligence Using Web Mining
inferred← citeshttps://doi.org/10.1007/978-3-642-03070-3_49openalex-snapshot
A General Framework of Feature Selection for Text Categorization
inferred← citeshttps://doi.org/10.1007/978-3-642-03156-4_20openalex-snapshot
Caller Behaviour Classification: A Comparison of SVM and FIS Techniques
inferred← citeshttps://doi.org/10.1007/978-3-642-03226-4_2openalex-snapshot
Text and Hypertext Categorization
inferred← citeshttps://doi.org/10.1007/978-3-642-03761-0_46openalex-snapshot
UJM at INEX 2008 XML Mining Track
inferred← citeshttps://doi.org/10.1007/978-3-642-04031-3_24openalex-snapshot
Semi-supervised Prediction of Protein Interaction Sentences Exploiting Semantically Encoded Metrics
inferred← citeshttps://doi.org/10.1007/978-3-642-04031-3_25openalex-snapshot
Classification of Protein Interaction Sentences via Gaussian Processes
inferred← citeshttps://doi.org/10.1007/978-3-642-04174-7_18openalex-snapshot
Dependency Tree Kernels for Relation Extraction from Natural Language Text
inferred← citeshttps://doi.org/10.1007/978-3-642-04174-7_30openalex-snapshot
Enhancing the Performance of Centroid Classifier by ECOC and Model Refinement
inferred← citeshttps://doi.org/10.1007/978-3-642-04174-7_47openalex-snapshot
Protecting Sensitive Topics in Text Documents with PROTEXTOR
inferred← citeshttps://doi.org/10.1007/978-3-642-04417-5_23openalex-snapshot
What Happened to Content-Based Information Filtering?
inferred← citeshttps://doi.org/10.1007/978-3-642-04447-2_124openalex-snapshot
Metadata and Multilinguality in Video Classification
inferred← citeshttps://doi.org/10.1007/978-3-642-05177-7_14openalex-snapshot
Structured Hidden Markov Model versus String Kernel Machines for Symbolic Sequence Classification
inferred← citeshttps://doi.org/10.1007/978-3-642-05179-1_11openalex-snapshot
Induction in Multi-Label Text Classification Domains
inferred← citeshttps://doi.org/10.1007/978-3-642-10242-4_6openalex-snapshot
Building “Bag of Conception” Model Based on DBpedia
inferred← citeshttps://doi.org/10.1007/978-3-642-10488-6_23openalex-snapshot
Concept-Based, Personalized Web Information Gathering: A Survey
inferred← citeshttps://doi.org/10.1007/978-3-642-11721-3_26openalex-snapshot
Advances in Computer-Based Autoantibodies Analysis
inferred← citeshttps://doi.org/10.1007/978-3-642-12101-2_31openalex-snapshot
On the Effectiveness of Gene Selection for Microarray Classification Methods
inferred← citeshttps://doi.org/10.1007/978-3-642-12116-6_57openalex-snapshot
An Empirical Study on the Feature’s Type Effect on the Automatic Classification of Arabic Documents
inferred← citeshttps://doi.org/10.1007/978-3-642-12436-5_20openalex-snapshot
Classifying Structured Web Sources Using Support Vector Machine and Aggressive Feature Selection
inferred← citeshttps://doi.org/10.1007/978-3-642-13131-8_5openalex-snapshot
Toward Computer-Assisted Text Curation: Classification Is Easy (Choosing Training Data Can Be Hard...)
inferred← citeshttps://doi.org/10.1007/978-3-642-13131-8_8openalex-snapshot
Learning from Positive and Unlabeled Documents for Retrieval of Bacterial Protein-Protein Interaction Literature
inferred← citeshttps://doi.org/10.1007/978-3-642-13208-7_61openalex-snapshot
Using Feature Selection Approaches to Find the Dependent Features
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