Automatic text processing: the transformation, analysis, and retrieval of information by computer
Automatic text processing: the transformation, analysis, and retrieval of information by computer
An evaluation of phrasal and clustered representations on a text categorization task
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
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
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
Towards language independent automated learning of text categorization models
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
Some simple effective approximations to the 2-Poisson model for probabilistic weighted retrieval
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
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
Noise reduction in a statistical approach to text categorization
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
Document filtering with inference networks
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Incremental relevance feedback for information filtering
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Method combination for document filtering
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Training algorithms for linear text classifiers
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
Learning routing queries in a query zone
Proceedings of the 20th 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
Using and combining predictors that specialize
STOC '97 Proceedings of the twenty-ninth annual ACM symposium on Theory of computing
A decision-theoretic generalization of on-line learning and an application to boosting
Journal of Computer and System Sciences - Special issue: 26th annual ACM symposium on the theory of computing & STOC'94, May 23–25, 1994, and second annual Europe an conference on computational learning theory (EuroCOLT'95), March 13–15, 1995
A vector space model for automatic indexing
Communications of the ACM
Information Retrieval
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Text Categorization with Suport Vector Machines: Learning with Many Relevant Features
ECML '98 Proceedings of the 10th European Conference on Machine Learning
Boosting the margin: A new explanation for the effectiveness of voting methods
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
Employing EM and Pool-Based Active Learning for Text Classification
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
The importance of proper weighting methods
HLT '93 Proceedings of the workshop on Human Language Technology
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Context-sensitive learning methods for text categorization
ACM Transactions on Information Systems (TOIS)
A hidden Markov model information retrieval system
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
An Internet-based newspaper filtering and personalization system (demonstration abstract)
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Text classification using ESC-based stochastic decision lists
Proceedings of the eighth international conference on Information and knowledge management
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
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
Proceedings of the ninth international conference on Information and knowledge management
An improved boosting algorithm and its application to text categorization
Proceedings of the ninth international conference on Information and knowledge management
Relevance and reinforcement in interactive browsing
Proceedings of the ninth international conference on Information and knowledge management
An information-theoretic approach to automatic query expansion
ACM Transactions on Information Systems (TOIS)
A study of thresholding strategies for text categorization
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
The score-distributional threshold optimization for adaptive binary classification tasks
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Maximum likelihood estimation for filtering thresholds
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Intelligent information triage
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)
A new family of online algorithms for category ranking
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Topic-oriented collaborative crawling
Proceedings of the eleventh international conference on Information and knowledge management
Boosting to correct inductive bias in text classification
Proceedings of the eleventh international conference on Information and knowledge management
Hierarchical Text Categorization Using Neural Networks
Information Retrieval
The use of bigrams to enhance text categorization
Information Processing and Management: an International Journal
Maximizing Text-Mining Performance
IEEE Intelligent Systems
Support vector machines: relevance feedback and information retrieval
Information Processing and Management: an International Journal
Text classification using ESC-based stochastic decision lists
Information Processing and Management: an International Journal
Converting numerical classification into text classification
Artificial Intelligence
Boosting the Margin Distribution
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Experiments on the Use of Feature Selection and Negative Evidence in Automated Text Categorization
ECDL '00 Proceedings of the 4th European Conference on Research and Advanced Technology for Digital Libraries
Theoretical Views of Boosting and Applications
ALT '99 Proceedings of the 10th International Conference on Algorithmic Learning Theory
Boosting and Classification of Electronic Nose Data
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Towards More Effective Techniques for Automatic Query Expansion
ECDL '99 Proceedings of the Third European Conference on Research and Advanced Technology for Digital Libraries
Topic detection and tracking
A refinement approach to handling model misfit in text categorization
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Incremental context mining for adaptive document classification
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Topic-conditioned novelty detection
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Minimum majority classification and boosting
Eighteenth national conference on Artificial intelligence
An introduction to boosting and leveraging
Advanced lectures on machine learning
A family of additive online algorithms for category ranking
The Journal of Machine Learning Research
Mining for interactive identification of users' information needs
Information Systems
Expanding domain-specific lexicons by term categorization
Proceedings of the 2003 ACM symposium on Applied computing
Margin-based local regression for adaptive filtering
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Adding numbers to text classification
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Effect of term distributions on centroid-based text categorization
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Informatics and computer science intelligent systems applications
Improving accuracy in word class tagging through the combination of machine learning systems
Computational Linguistics
RCV1: A New Benchmark Collection for Text Categorization Research
The Journal of Machine Learning Research
Using bayesian priors to combine classifiers for adaptive filtering
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Context-sensitive text mining and belief revision for intelligent information retrieval on the web
Web Intelligence and Agent Systems
Hierarchical document categorization with support vector machines
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Domain-specific FAQ retrieval using independent aspects
ACM Transactions on Asian Language Information Processing (TALIP)
Incremental profile learning based on a reinforcement method
Proceedings of the 2005 ACM symposium on Applied computing
Robustness of adaptive filtering methods in a cross-benchmark evaluation
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Adaptive sampling for thresholding in document filtering and classification
Information Processing and Management: an International Journal
Incremental mining of information interest for personalized web scanning
Information Systems
Automatic expansion of domain-specific lexicons by term categorization
ACM Transactions on Speech and Language Processing (TSLP)
An innovative approach to intelligent information filtering
Proceedings of the 2006 ACM symposium on Applied computing
A new approach to intelligent text filtering based on novelty detection
ADC '06 Proceedings of the 17th Australasian Database Conference - Volume 49
A new approach to intelligent text filtering based on novelty detection
ADC '06 Proceedings of the 17th Australasian Database Conference - Volume 49
One Class Classification Methods Based Non-Relevance Feedback Document Retrieval
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
Neural Processing Letters
Classifying web documents in a hierarchy of categories: a comprehensive study
Journal of Intelligent Information Systems
Expert Systems with Applications: An International Journal
Using hypothesis margin to boost centroid text classifier
Proceedings of the 2007 ACM symposium on Applied computing
Proceedings of the 2007 ACM symposium on Applied computing
Dynamic category profiling for text filtering and classification
Information Processing and Management: an International Journal
Utility-based information distillation over temporally sequenced documents
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Tracking multiple topics for finding interesting articles
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Boosting strategy for classification
Intelligent Data Analysis
Machine learning: a review of classification and combining techniques
Artificial Intelligence Review
Interactive high-quality text classification
Information Processing and Management: an International Journal
Boosting multi-label hierarchical text categorization
Information Retrieval
SVM-based interactive document retrieval with active learning
New Generation Computing
Hierarchical Text Categorization Through a Vertical Composition of Classifiers
AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
Online selection of parameters in the rocchio algorithm for identifying interesting news articles
Proceedings of the 10th ACM workshop on Web information and data management
Local reweight wrapper for the problem of imbalance
International Journal of Artificial Intelligence and Soft Computing
Handling imbalanced data sets with a modification of Decorate algorithm
International Journal of Computer Applications in Technology
Educational data mining: a case study for predicting dropout-prone students
International Journal of Knowledge Engineering and Soft Data Paradigms
Effects of Term Distributions on Binary Classification
IEICE - Transactions on Information and Systems
A class-feature-centroid classifier for text categorization
Proceedings of the 18th international conference on World wide web
Multi-resolution Boosting for Classification and Regression Problems
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Autopoiesis, the immune system, and adaptive information filtering
Natural Computing: an international journal
A comparison of text-classification techniques applied to Arabic text
Journal of the American Society for Information Science and Technology
Relevance feedback models for recommendation
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
A brief introduction to boosting
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Using text classifiers for numerical classification
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Exploratory undersampling for class-imbalance learning
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Computing a Comprehensible Model for Spam Filtering
DS '09 Proceedings of the 12th International Conference on Discovery Science
Incremental mining of information interest for personalized web scanning
Information Systems
Selective costing ensemble for handling imbalanced data sets
International Journal of Hybrid Intelligent Systems
A study on optimal parameter tuning for Rocchio text classifier
ECIR'03 Proceedings of the 25th European conference on IR research
Text classification for healthcare information support
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Filtering spams using the minimum description length principle
Proceedings of the 2010 ACM Symposium on Applied Computing
A network-based model for high-dimensional information filtering
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
A review of evolutionary and immune-inspired information filtering
Natural Computing: an international journal
ISTI@SemEval-2 task #8: Boosting-based multiway relation classification
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
Selected new training documents to update user profile
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Measuring the interestingness of articles in a limited user environment
Information Processing and Management: an International Journal
Ontology-based automatic classification of web documents
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Pairwise optimized Rocchio algorithm for text categorization
Pattern Recognition Letters
Document retrieval using feedback of non-relevant documents
JSAI'03/JSAI04 Proceedings of the 2003 and 2004 international conference on New frontiers in artificial intelligence
Utilizing user-input contextual terms for query disambiguation
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
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
A comparison of evaluation metrics for document filtering
CLEF'11 Proceedings of the Second international conference on Multilingual and multimodal information access evaluation
Dynamic category profiling for text filtering and classification
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
On the utility of incremental feature selection for the classification of textual data streams
PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
An automatic approach to classify web documents using a domain ontology
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Shedding light on the asymmetric learning capability of AdaBoost
Pattern Recognition Letters
TreeBoost.MH: a boosting algorithm for multi-label hierarchical text categorization
SPIRE'06 Proceedings of the 13th international conference on String Processing and Information Retrieval
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
An one class classification approach to non-relevance feedback document retrieval
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Relevance feedback document retrieval using support vector machines
AM'03 Proceedings of the Second international conference on Active Mining
Facing the spammers: A very effective approach to avoid junk e-mails
Expert Systems with Applications: An International Journal
Class normalization in centroid-based text categorization
Information Sciences: an International Journal
Scoring-Thresholding pattern based text classifier
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I
A weakly-supervised detection of entity central documents in a stream
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
A pattern based two-stage text classifier
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
ACNB: Associative Classification Mining Based on Naïve Bayesian Method
International Journal of Information Technology and Web Engineering
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