Adaptive signal processing
Term-weighting approaches in automatic text retrieval
Information Processing and Management: an International Journal
Relevance feedback and other query modification techniques
Information retrieval
Information retrieval
Worst-case quadratic loss bounds for a generalization of the Widrow-Hoff rule
COLT '93 Proceedings of the sixth annual conference on Computational learning theory
An example-based mapping method for text categorization and retrieval
ACM Transactions on Information Systems (TOIS)
A sequential algorithm for training text classifiers
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
OHSUMED: an interactive retrieval evaluation and new large test collection for research
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
The effect of adding relevance information in a relevance feedback environment
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
TREC and TIPSTER experiments with INQUERY
TREC-2 Proceedings of the second conference on Text retrieval conference
Evaluating and optimizing autonomous text classification systems
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Optimization of relevance feedback weights
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Pivoted document length normalization
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Context-sensitive learning methods for text categorization
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Information Retrieval
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
EXPONENTIATED GRADIENT VERSUS GRADIENT DESCENT FOR LINEAR PREDICTORS
EXPONENTIATED GRADIENT VERSUS GRADIENT DESCENT FOR LINEAR PREDICTORS
Context-sensitive learning methods for text categorization
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Feature selection, perceptron learning, and a usability case study for text categorization
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Finding factors: learning to classify case opinions under abstract fact categories
Proceedings of the 6th international conference on Artificial intelligence and law
Document classification using multiword features
Proceedings of the seventh international conference on Information and knowledge management
Inductive learning algorithms and representations for text categorization
Proceedings of the seventh international conference on Information and knowledge management
On-line new event detection and tracking
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Using a generalized instance set for automatic text categorization
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Automatic essay grading using text categorization techniques
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Boosting and Rocchio applied to text filtering
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Learning while filtering documents
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Learning to extract symbolic knowledge from the World Wide Web
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Learning to classify text from labeled and unlabeled documents
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Context-sensitive learning methods for text categorization
ACM Transactions on Information Systems (TOIS)
A re-examination of text categorization methods
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Hierarchical neural networks for text categorization (poster abstract)
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Approximating matrix multiplication for pattern recognition tasks
SODA '97 Proceedings of the eighth annual ACM-SIAM symposium on Discrete algorithms
Classification algorithms for NETNEWS articles
Proceedings of the eighth international conference on Information and knowledge management
Text classification using ESC-based stochastic decision lists
Proceedings of the eighth international conference on Information and knowledge management
Representation of electronic mail filtering profiles: a user study
Proceedings of the 5th international conference on Intelligent user interfaces
Learning user's preferences by analyzing Web-browsing behaviors
AGENTS '00 Proceedings of the fourth international conference on Autonomous agents
A Framework for Collaborative, Content-Based and Demographic Filtering
Artificial Intelligence Review - Special issue on data mining on the Internet
Event tracking based on domain dependency
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Improving text categorization methods for event tracking
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Text filtering by boosting naive Bayes classifiers
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Adaptive Retrieval Agents: Internalizing Local Contextand Scaling up to the Web
Machine Learning - Special issue on information retrieval
Relevance and reinforcement in interactive browsing
Proceedings of the ninth international conference on Information and knowledge management
Improving automatic Chinese text categorization by error correction
IRAL '00 Proceedings of the fifth international workshop on on Information retrieval with Asian languages
An Evaluation of Statistical Approaches to Text Categorization
Information Retrieval
Probe, count, and classify: categorizing hidden web databases
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
An AI investigation of citation's epistemological role
Proceedings of the 8th international conference on Artificial intelligence and law
Automatic categorization of case law
Proceedings of the 8th international conference on Artificial intelligence and law
A study of thresholding strategies for text categorization
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Evaluating topic-driven web crawlers
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
A meta-learning approach for text categorization
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
Classifying text documents by associating terms with text categories
ADC '02 Proceedings of the 13th Australasian database conference - Volume 5
Bayesian online classifiers for text classification and filtering
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Probabilistic combination of text classifiers using reliability indicators: models and results
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Strategies for minimising errors in hierarchical web categorisation
Proceedings of the eleventh international conference on Information and knowledge management
Using micro information units for internet search
Proceedings of the eleventh international conference on Information and knowledge management
Simple and accurate feature selection for hierarchical categorisation
Proceedings of the 2002 ACM symposium on Document engineering
Hierarchical Text Categorization Using Neural Networks
Information Retrieval
ACM Transactions on Asian Language Information Processing (TALIP)
Evaluation of Text Retrieval Systems
Programming and Computing Software
Exploring Versus Exploiting when Learning User Models for Text Recommendation
User Modeling and User-Adapted Interaction
An adaptive stock tracker for personalized trading advice
Proceedings of the 8th international conference on Intelligent user interfaces
Innovating web page classification through reducing noise
Journal of Computer Science and Technology
Automatic Text Categorization and Its Application to Text Retrieval
IEEE Transactions on Knowledge and Data Engineering
QProber: A system for automatic classification of hidden-Web databases
ACM Transactions on Information Systems (TOIS)
Text classification using ESC-based stochastic decision lists
Information Processing and Management: an International Journal
Mining HTML Pages to Support Document Sharing in a Cooperative System
EDBT '02 Proceedings of the Worshops XMLDM, MDDE, and YRWS on XML-Based Data Management and Multimedia Engineering-Revised Papers
Helping a CBR Program Know What It Knows
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Topic Spotting on News Articles with Topic Repository by Controlled Indexing
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Meta-learning Models for Automatic Textual Document Categorization
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Adding Personality to Information Clustering
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Text-Based Approaches for the Categorization of Images
ECDL '99 Proceedings of the Third European Conference on Research and Advanced Technology for Digital Libraries
Evaluating a User-Model Based Personalisation Architecture for Digital News Services
ECDL '00 Proceedings of the 4th European Conference on Research and Advanced Technology for Digital Libraries
PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Constructing Web User Profiles: A non-invasive Learning Approach
WEBKDD '99 Revised Papers from the International Workshop on Web Usage Analysis and User Profiling
Building Topic-Specific Collections with Intelligent Agents
IS&N '99 Proceedings of the 6th International Conference on Intelligence and Services in Networks: Paving the Way for an Open Service Market
A Machine Learning Approach to Web Mining
AI*IA '99 Proceedings of the 6th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
Pruning Training Corpus to Speedup Text Classification
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
Case Representation, Acquisition, and Retrieval in SIROCCO
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
Automatic Textual Document Categorization Based on Generalized Instance Sets and a Metamodel
IEEE Transactions on Pattern Analysis and Machine Intelligence
Indexing for fast categorisation
ACSC '03 Proceedings of the 26th Australasian computer science conference - Volume 16
A scalability analysis of classifiers in text categorization
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Using asymmetric distributions to improve text classifier probability estimates
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Topic analysis using a finite mixture model
Information Processing and Management: an International Journal
A Comparison of Word- and Sense-Based Text Categorization Using Several Classification Algorithms
Journal of Intelligent Information Systems
Fast and accurate text classification via multiple linear discriminant projections
The VLDB Journal — The International Journal on Very Large Data Bases
Enhancing Techniques for Efficient Topic Hierarchy Integration
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Index construction for linear categorisation
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Extensionally defining principles and cases in ethics: an AI model
Artificial Intelligence - Special issue on AI and law
Improving text categorization using the importance of sentences
Information Processing and Management: an International Journal
Document classification using a finite mixture model
ACL '98 Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
Using the feature projection technique based on a normalized voting method for text classification
Information Processing and Management: an International Journal
Improving linear classifier for Chinese text categorization
Information Processing and Management: an International Journal
Automatic text categorization by unsupervised learning
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
RCV1: A New Benchmark Collection for Text Categorization Research
The Journal of Machine Learning Research
Probabilistic score estimation with piecewise logistic regression
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Authorship verification as a one-class classification problem
ICML '04 Proceedings of the twenty-first international conference on Machine learning
The Combination of Text Classifiers Using Reliability Indicators
Information Retrieval
Incremental personalized web page mining utilizing self-organizing HCMAC neural network
Web Intelligence and Agent Systems
Bootstrapping Semantic Annotation for Content-Rich HTML Documents
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
An analysis of the relative hardness of Reuters-21578 subsets: Research Articles
Journal of the American Society for Information Science and Technology
Text categorization using feature projections
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Automatic text categorization using the importance of sentences
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Adaptive sampling for thresholding in document filtering and classification
Information Processing and Management: an International Journal
Automatic Category Theme Identification and Hierarchy Generation for Chinese Text Categorization
Journal of Intelligent Information Systems
Local sparsity control for naive Bayes with extreme misclassification costs
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Mining officially unrecognized side effects of drugs by combining web search and machine learning
Proceedings of the 14th ACM international conference on Information and knowledge management
Automatic construction of multifaceted browsing interfaces
Proceedings of the 14th ACM international conference on Information and knowledge management
Proceedings of the 11th international conference on Intelligent user interfaces
Applying semantic links for classifying web pages
IEA/AIE'2003 Proceedings of the 16th international conference on Developments in applied artificial intelligence
Topic analysis using a finite mixture model
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
Extraction of user preferences from a few positive documents
AsianIR '03 Proceedings of the sixth international workshop on Information retrieval with Asian languages - Volume 11
Minimal Structure of Self-Organizing HCMAC Neural Network Classifier
Neural Processing Letters
Dictionary-based text categorization of chemical web pages
Information Processing and Management: an International Journal
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Computational Models of Ethical Reasoning: Challenges, Initial Steps, and Future Directions
IEEE Intelligent Systems
Higher order feature selection for text classification
Knowledge and Information Systems
A suffix tree approach to anti-spam email filtering
Machine Learning
Linguini: language identification for multilingual documents
Journal of Management Information Systems - Special section: Exploring the outlands of the MIS discipline
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
An intelligent web-page classifier with fair feature-subset selection
Engineering Applications of Artificial Intelligence
Large margin DragPushing strategy for centroid text categorization
Expert Systems with Applications: An International Journal
Scanning world wide web documents with the vector space model
Decision Support Systems
Automated extraction of behavioural profiles from document usage
BT Technology Journal
Stylistic text classification using functional lexical features: Research Articles
Journal of the American Society for Information Science and Technology
Demographic prediction based on user's browsing behavior
Proceedings of the 16th international conference on World Wide Web
Using hypothesis margin to boost centroid text classifier
Proceedings of the 2007 ACM symposium on Applied computing
Dynamic category profiling for text filtering and classification
Information Processing and Management: an International Journal
Fast and accurate text classification via multiple linear discriminant projections
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Combining Subclassifiers in Text Categorization: A DST-Based Solution and a Case Study
IEEE Transactions on Knowledge and Data Engineering
Interactive high-quality text classification
Information Processing and Management: an International Journal
Designing evolving user profile in e-CRM with dynamic clustering of Web documents
Data & Knowledge Engineering
An efficient feature ranking measure for text categorization
Proceedings of the 2008 ACM symposium on Applied computing
The Chinese text categorization system with association rule and category priority
Expert Systems with Applications: An International Journal
INDUCTION FROM MULTI-LABEL EXAMPLES IN INFORMATION RETRIEVAL SYSTEMS: A CASE STUDY
Applied Artificial Intelligence
Automated Semantic Analysis of Schematic Data
World Wide Web
Two novel feature selection approaches for web page classification
Expert Systems with Applications: An International Journal
Email Spam Filtering: A Systematic Review
Foundations and Trends in Information Retrieval
Text classification from unlabeled documents with bootstrapping and feature projection techniques
Information Processing and Management: an International Journal
Context-Based Term Frequency Assessment for Text Classification
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Query based optimal web site clustering using simulated annealing
Proceedings of the 10th International Conference on Information Integration and Web-based Applications & Services
Efficient rule based structural algorithms for classification of tree structured data
Intelligent Data Analysis
Information Technology and Management
Preferential text classification: learning algorithms and evaluation measures
Information Retrieval
Enhancing the Performance of Centroid Classifier by ECOC and Model Refinement
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Wikipedia-based semantic interpretation for natural language processing
Journal of Artificial Intelligence Research
Avoidance of model re-induction in SVM-based feature selection for text categorization
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
WSEAS Transactions on Computers
NLP-driven IR: evaluating performances over a text classification task
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Beyond TFIDF weighting for text categorization in the vector space model
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Building effective question answering characters
SigDIAL '06 Proceedings of the 7th SIGdial Workshop on Discourse and Dialogue
Category mapping for the automatic integration of category-constrained web search
International Journal of Business Intelligence and Data Mining
Neighbor-weighted K-nearest neighbor for unbalanced text corpus
Expert Systems with Applications: An International Journal
Using text classification and multiple concepts to answer e-mails
Expert Systems with Applications: An International Journal
Feature selection strategies for text categorization
AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
Content-based recommendation systems
The adaptive web
A comparison study on multiple binary-class SVM methods for unilabel text categorization
Pattern Recognition Letters
Multilabel classification with meta-level features
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Making words work: Using financial text as a predictor of financial events
Decision Support Systems
A perceptron-like linear supervised algorithm for text classification
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Text classification: a sequential reading approach
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
A preprocessing framework and approach for web applications
Journal of Web Engineering
Proceedings of the 13th International Conference on Artificial Intelligence and Law
An improved K-nearest-neighbor algorithm for text categorization
Expert Systems with Applications: An International Journal
Classifier selection approaches for multi-label problems
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
A classification approach with a reject option for multi-label problems
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Dimensional reduction effects of feature vectors by coefficients of determination
CIS'04 Proceedings of the First international conference on Computational and Information Science
New feature selection and weighting methods based on category information
ICADL'04 Proceedings of the 7th international Conference on Digital Libraries: international collaboration and cross-fertilization
Discrimination-Based feature selection for multinomial naïve bayes text classification
ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
Selection strategies for multi-label text categorization
FinTAL'06 Proceedings of the 5th international conference on Advances in Natural Language Processing
Improved naive bayes for extremely skewed misclassification costs
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Feature selection by fuzzy inference and its application to spam-mail filtering
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
A fuzzy inference method for spam-mail filtering
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
An incremental document clustering for the large document database
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
Improving text categorization using domain knowledge
NLDB'05 Proceedings of the 10th international conference on Natural Language Processing and Information Systems
Extraction of representative keywords considering co-occurrence in positive documents
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
A novel framework for web page classification using two-stage neural network
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Text similarity computing based on standard deviation
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Topic tracking based on linguistic features
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
An incremental document clustering algorithm based on a hierarchical agglomerative approach
ICDCIT'05 Proceedings of the Second international conference on Distributed Computing and Internet Technology
Building systems to block pornography
IM'99 Proceedings of the 1999 international conference on Challenge of Image Retrieval
Where the linked dependence assumption fails and how to move beyond it
IRSG'97 Proceedings of the 19th Annual BCS-IRSG conference on Information Retrieval Research
Feature selection: a useful preprocessing step
IRSG'97 Proceedings of the 19th Annual BCS-IRSG conference on Information Retrieval Research
Using combination of evidence for term expansion
IRSG'97 Proceedings of the 19th Annual BCS-IRSG conference on Information Retrieval Research
An empirical study on various text classifiers
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
Threshold optimisation for multi-label classifiers
Pattern Recognition
Class-indexing-based term weighting for automatic text classification
Information Sciences: an International Journal
Recursive regularization for large-scale classification with hierarchical and graphical dependencies
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Improving Text Classification Accuracy by Training Label Cleaning
ACM Transactions on Information Systems (TOIS)
Hierarchical directory mapping for category-constrained meta-search
Journal of Intelligent Information Systems
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