Naive (Bayes) at Forty: The Independence Assumption in Information Retrieval

Text Classification from Labeled and Unlabeled Documents using EM

Machine Learning - Special issue on information retrieval

Scalable association-based text classification

Proceedings of the ninth international conference on Information and knowledge management

Analyzing the effectiveness and applicability of co-training

Proceedings of the ninth international conference on Information and knowledge management

A Combined Latent Class and Trait Model for the Analysis and Visualization of Discrete Data

IEEE Transactions on Pattern Analysis and Machine Intelligence

Text classification in a hierarchical mixture model for small training sets

Proceedings of the tenth international conference on Information and knowledge management

Summarization as feature selection for text categorization

Proceedings of the tenth international conference on Information and knowledge management

Machine learning in automated text categorization

ACM Computing Surveys (CSUR)

A flexible learning system for wrapping tables and lists in HTML documents

Proceedings of the 11th international conference on World Wide Web

Classifying text documents by associating terms with text categories

ADC '02 Proceedings of the 13th Australasian database conference - Volume 5

The Importance of Prior Probabilities for Entry Page Search

SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval

Improving hierarchical text classification using unlabeled data

SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval

Automating the Construction of Internet Portals with Machine Learning

Information Retrieval

Asymmetric Missing-data Problems: Overcoming the Lack of Negative Data in Preference Ranking

Information Retrieval

A Study of Approaches to Hypertext Categorization

Journal of Intelligent Information Systems

Learning Classification with Both Labeled and Unlabeled Data

ECML '02 Proceedings of the 13th European Conference on Machine Learning

The CONTINUE Server (or, How I Administered PADL 2002 and 2003)

PADL '03 Proceedings of the 5th International Symposium on Practical Aspects of Declarative Languages

Centroid-Based Document Classification: Analysis and Experimental Results

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery

Hierachically Classifying Chinese Web Documents without Dictionary Support and Segmentation Procedure

WAIM '00 Proceedings of the First International Conference on Web-Age Information Management

Improving Naive Bayes Using Class-Conditional ICA

IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence

An Approach to Improve Text Classification Efficiency

ADBIS '02 Proceedings of the 6th East European Conference on Advances in Databases and Information Systems

A Comparative Study of Classification Based Personal E-mail Filtering

PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications

Text-Based Approaches for the Categorization of Images

ECDL '99 Proceedings of the Third European Conference on Research and Advanced Technology for Digital Libraries

Effective Methods for Improving Naive Bayes Text Classifiers

PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence

Filtering of Large Numbers of Unstructured Text Documents by the Developed Tool TEA

TSD '02 Proceedings of the 5th International Conference on Text, Speech and Dialogue

TEA: A Text Analysis Tool for the Intelligent Text Document Filtering

TDS '00 Proceedings of the Third International Workshop on Text, Speech and Dialogue

Text Categorization Using Adaptive Context Trees

CICLing '01 Proceedings of the Second International Conference on Computational Linguistics and Intelligent Text Processing

The Web in 2010: Challenges and Opportunities for Database Research

Informatics - 10 Years Back. 10 Years Ahead.

Empirical development of an exponential probabilistic model for text retrieval: using textual analysis to build a better model

Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval

A Comparison of Word- and Sense-Based Text Categorization Using Several Classification Algorithms

Journal of Intelligent Information Systems

CBC: Clustering Based Text Classification Requiring Minimal Labeled Data

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

Multiclass text categorization for automated survey coding

Proceedings of the 2003 ACM symposium on Applied computing

Efficient multi-way text categorization via generalized discriminant analysis

CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management

Structured multimedia document classification

Proceedings of the 2003 ACM symposium on Document engineering

Recognizing image "style" and activities in video using local features and naive Bayes

Pattern Recognition Letters

On Using Partial Supervision for Text Categorization

IEEE Transactions on Knowledge and Data Engineering

Augmenting Naive Bayes Classifiers with Statistical Language Models

Information Retrieval

Automating survey coding by multiclass text categorization techniques

Journal of the American Society for Information Science and Technology

Category cluster discovery from distributed WWW directories

Information Sciences—Informatics and Computer Science: An International Journal - special issue: Knowledge discovery from distributed information sources

Dependence language model for information retrieval

Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval

Hierarchical document categorization with support vector machines

Proceedings of the thirteenth ACM international conference on Information and knowledge management

An evaluation of statistical spam filtering techniques

ACM Transactions on Asian Language Information Processing (TALIP)

Bayesian network model for semi-structured document classification

Information Processing and Management: an International Journal - Special issue: Bayesian networks and information retrieval

Improving the performance of dictionary-based approaches in protein name recognition

Journal of Biomedical Informatics - Special issue: Named entity recognition in biomedicine

A Web Surfer Model Incorporating Topic Continuity

IEEE Transactions on Knowledge and Data Engineering

A comparison of event models for Naive Bayes anti-spam e-mail filtering

EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 1

You're not from 'round here, are you?: naive Bayes detection of non-native utterance text

NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies

Prospective recruitment of patients with congestive heart failure using an ad-hoc binary classifier

Journal of Biomedical Informatics

Parametric models of linguistic count data

ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1

Local sparsity control for naive Bayes with extreme misclassification costs

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining

A multinomial clustering model for fast simulation of computer architecture designs

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining

Learning to crawl: Comparing classification schemes

ACM Transactions on Information Systems (TOIS)

Modeling word burstiness using the Dirichlet distribution

ICML '05 Proceedings of the 22nd international conference on Machine learning

A model for handling approximate, noisy or incomplete labeling in text classification

ICML '05 Proceedings of the 22nd international conference on Machine learning

Bayesian web document classification through optimizing association word

IEA/AIE'2003 Proceedings of the 16th international conference on Developments in applied artificial intelligence

Thumbs up?: sentiment classification using machine learning techniques

EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10

Poisson naive Bayes for text classification with feature weighting

AsianIR '03 Proceedings of the sixth international workshop on Information retrieval with Asian languages - Volume 11

Boosting precision and recall of dictionary-based protein name recognition

BioMed '03 Proceedings of the ACL 2003 workshop on Natural language processing in biomedicine - Volume 13

Identification of patients with congestive heart failure using a binary classifier: a case study

BioMed '03 Proceedings of the ACL 2003 workshop on Natural language processing in biomedicine - Volume 13

Training a naive bayes classifier via the EM algorithm with a class distribution constraint

CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4

Browsing mixed structured and unstructured data

Information Processing and Management: an International Journal

A study on automatic ontology mapping of categorical information

dg.o '03 Proceedings of the 2003 annual national conference on Digital government research

Exploiting structural information for semi-structured document categorization

Information Processing and Management: an International Journal

On naive Bayesian fusion of dependent classifiers

Pattern Recognition Letters

A risk minimization framework for information retrieval

Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval

Associative text categorization exploiting negated words

Proceedings of the 2006 ACM symposium on Applied computing

The challenges of service-side personalized spam filtering: scalability and beyond

InfoScale '06 Proceedings of the 1st international conference on Scalable information systems

Less is more: probabilistic models for retrieving fewer relevant documents

SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval

Extracting key-substring-group features for text classification

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining

Is 1 noun worth 2 adjectives?: measuring relative feature utility

Information Processing and Management: an International Journal

A suffix tree approach to anti-spam email filtering

Machine Learning

Content based SMS spam filtering

Proceedings of the 2006 ACM symposium on Document engineering

Some Effective Techniques for Naive Bayes Text Classification

IEEE Transactions on Knowledge and Data Engineering

FeedMe: a collaborative alert filtering system

CSCW '06 Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work

Tracking dragon-hunters with language models

CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management

Increasing web accessibility by automatically judging alternative text quality

Proceedings of the 12th international conference on Intelligent user interfaces

Are these documents written from different perspectives?: a test of different perspectives based on statistical distribution divergence

ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics

Feature weighting for co-occurrence-based classification of words

COLING '04 Proceedings of the 20th international conference on Computational Linguistics

A novel feature selection algorithm for text categorization

Expert Systems with Applications: An International Journal

Large margin DragPushing strategy for centroid text categorization

Expert Systems with Applications: An International Journal

Identifying perspectives at the document and sentence levels using statistical models

NAACL-DocConsortium '06 Proceedings of the 2006 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: companion volume: doctoral consortium

Classifying web documents in a hierarchy of categories: a comprehensive study

Journal of Intelligent Information Systems

Using MEDLINE as a knowledge source for disambiguating abbreviations and acronyms in full-text biomedical journal articles

Journal of Biomedical Informatics

Intrusion detection in web applications using text mining

Engineering Applications of Artificial Intelligence

Scalable document classification

Intelligent Data Analysis

Inference and evaluation of the multinomial mixture model for text clustering

Information Processing and Management: an International Journal

Using the revised EM algorithm to remove noisy data for improving the one-against-the-rest method in binary text classification

Information Processing and Management: an International Journal

Using hypothesis margin to boost centroid text classifier

Proceedings of the 2007 ACM symposium on Applied computing

Active Learning with Feedback on Features and Instances

The Journal of Machine Learning Research

A characterization of wordnet features in Boolean models for text classification

AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61

Unsupervised learning of a finite discrete mixture: Applications to texture modeling and image databases summarization

Journal of Visual Communication and Image Representation

Identifying and improving retrieval for procedural questions

Information Processing and Management: an International Journal

On the Bayes fusion of visual features

Image and Vision Computing

Raising the baseline for high-precision text classifiers

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining

An integrated system for building enterprise taxonomies

Information Retrieval

Classifying under computational resource constraints: anytime classification using probabilistic estimators

Machine Learning

Text classification using sentential frequent itemsets

Journal of Computer Science and Technology

Information retrieval and applications of graphical models (IRGM 2007)

ACM SIGIR Forum

Web-Based Document Classification Using a Trie-Based Index Structure

WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops

A comparative study of two automatic document classification methods in a library setting

Journal of Information Science

Bayesian classification for the selection of in vitro human embryos using morphological and clinical data

Computer Methods and Programs in Biomedicine

Mining categories for emails via clustering and pattern discovery

Journal of Intelligent Information Systems

Easy web service discovery: A query-by-example approach

Science of Computer Programming

Determining termhood for learning domain ontologies using domain prevalence and tendency

AusDM '07 Proceedings of the sixth Australasian conference on Data mining and analytics - Volume 70

Determining termhood for learning domain ontologies in a probabilistic framework

AusDM '07 Proceedings of the sixth Australasian conference on Data mining and analytics - Volume 70

Content-based image retrieval using image regions as query examples

ADC '08 Proceedings of the nineteenth conference on Australasian database - Volume 75

Cancer classification from serial analysis of gene expression with event models

Applied Intelligence

Classifying under computational resource constraints: anytime classification using probabilistic estimators

Machine Learning

A new probabilistic retrieval model based on the dirichlet compound multinomial distribution

Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval

Text categorization via generalized discriminant analysis

Information Processing and Management: an International Journal

Discrete data clustering using finite mixture models

Pattern Recognition

Automatic classification of security messages based on text categorization

NOTERE '08 Proceedings of the 8th international conference on New technologies in distributed systems

Fuzzy Naive Bayesian Classification in RoboSoccer 3D: A Hybrid Approach to Decision Making

RoboCup 2006: Robot Soccer World Cup X

CWC: A Clustering-Based Feature Weighting Approach for Text Classification

MDAI '07 Proceedings of the 4th international conference on Modeling Decisions for Artificial Intelligence

Bridged Refinement for Transfer Learning

PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases

Sentiment Detection Using Lexically-Based Classifiers

TSD '08 Proceedings of the 11th international conference on Text, Speech and Dialogue

Active relevance feedback for difficult queries

Proceedings of the 17th ACM conference on Information and knowledge management

Frequent pattern-growth approach for document organization

Proceedings of the 2nd international workshop on Ontologies and information systems for the semantic web

SIFT-Bag kernel for video event analysis

MM '08 Proceedings of the 16th ACM international conference on Multimedia

Categorizing bi-object video activities using bag of segments and causality features

VNBA '08 Proceedings of the 1st ACM workshop on Vision networks for behavior analysis

An efficient document classification model using an improved back propagation neural network and singular value decomposition

Expert Systems with Applications: An International Journal

Analysis of Naive Bayes' assumptions on software fault data: An empirical study

Data & Knowledge Engineering

Analysis of the Relation Between Stock Price Returns and Headline News Using Text Categorization

KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference

Implementing News Article Category Browsing Based on Text Categorization Technique

WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03

Discretization for naive-Bayes learning: managing discretization bias and variance

Machine Learning

Sentiment classification of online reviews to travel destinations by supervised machine learning approaches

Expert Systems with Applications: An International Journal

Feature selection for text classification with Naïve Bayes

Expert Systems with Applications: An International Journal

Trailblazer: enabling blind users to blaze trails through the web

Proceedings of the 14th international conference on Intelligent user interfaces

A robust unified approach to analyzing methylation and gene expression data

Computational Statistics & Data Analysis

Rough set based hybrid algorithm for text classification

Expert Systems with Applications: An International Journal

An expert system for determining candidate software classes for refactoring

Expert Systems with Applications: An International Journal

Combination of modified BPNN algorithms and an efficient feature selection method for text categorization

Information Processing and Management: an International Journal

A Term-Based Driven Clustering Approach for Name Disambiguation

APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management

A statistical approach to crosslingual natural language tasks

Journal of Algorithms

An automatically constructed thesaurus for neural network based document categorization

Expert Systems with Applications: An International Journal

Associative Naïve Bayes classifier: Automated linking of gene ontology to medline documents

Pattern Recognition

Analysis of the effect of Headline News in financial market through text categorisation

International Journal of Computer Applications in Technology

Using scatterplots to understand and improve probabilistic models for text categorization and retrieval

International Journal of Approximate Reasoning

Anytime learning and classification for online applications

Proceedings of the 2006 conference on Advances in Intelligent IT: Active Media Technology 2006

Depth First Rule Generation for Text Categorization

Proceedings of the 2006 conference on Advances in Intelligent IT: Active Media Technology 2006

Field independent probabilistic model for clustering multi-field documents

Information Processing and Management: an International Journal

Learning SQL for Database Intrusion Detection Using Context-Sensitive Modelling (Extended Abstract)

DIMVA '09 Proceedings of the 6th International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment

A New Fuzzy Hierarchical Classification Based on SVM for Text Categorization

ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition

Which side are you on?: identifying perspectives at the document and sentence levels

CoNLL-X '06 Proceedings of the Tenth Conference on Computational Natural Language Learning

A comparison of text-classification techniques applied to Arabic text

Journal of the American Society for Information Science and Technology

Extraction of definitions using grammar-enhanced machine learning

EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop

A probabilistic framework for automatic term recognition

Intelligent Data Analysis

Linguistic preprocessing for distributional classification of words

ElectricDict '04 Proceedings of the Workshop on Enhancing and Using Electronic Dictionaries

Semi-supervised Prediction of Protein Interaction Sentences Exploiting Semantically Encoded Metrics

PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics

Classification of Protein Interaction Sentences via Gaussian Processes

PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics

The ineffectiveness of within-document term frequency in text classification

Information Retrieval

Does a new simple Gaussian weighting approach perform well in text categorization?

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence

A Software System for Topic Extraction and Document Classification

WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01

Data mining based Bayesian networks for best classification

Computational Statistics & Data Analysis

Natural Language Understanding

Proceedings of the 2009 conference on New Trends in Software Methodologies, Tools and Techniques: Proceedings of the Eighth SoMeT_09

Automatic text categorization based on content analysis with cognitive situation models

Information Sciences: an International Journal

Sentiment analysis of Chinese documents: From sentence to document level

Journal of the American Society for Information Science and Technology

Neighbor-weighted K-nearest neighbor for unbalanced text corpus

Expert Systems with Applications: An International Journal

Browsing mixed structured and unstructured data

Information Processing and Management: an International Journal

Exploiting structural information for semi-structured document categorization

Information Processing and Management: an International Journal

A risk minimization framework for information retrieval

Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval

Classification and query evaluation using modelling with words

Information Sciences: an International Journal

"Bag of codes" based automatic speaker identification

ASID'09 Proceedings of the 3rd international conference on Anti-Counterfeiting, security, and identification in communication

Extraction of unexpected sentences: A sentiment classification assessed approach

Intelligent Data Analysis

Improving probabilistic information retrieval by modeling burstiness of words

Information Processing and Management: an International Journal

Towards effective genomic information retrieval: The impact of query complexity and expansion strategies

Journal of Information Science

Combining naive bayes and n-gram language models for text classification

ECIR'03 Proceedings of the 25th European conference on IR research

Chinese text categorization based on the binary weighting model with non-binary smoothing

ECIR'03 Proceedings of the 25th European conference on IR research

Modelling citation networks for improving scientific paper classification performance

PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence

Large quantity of text classification based on the improved feature-line method

PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence

A belief networks-based generative model for structured documents: an application to the XML categorization

MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition

A probabilistic model for clustering text documents with multiple fields

ECIR'07 Proceedings of the 29th European conference on IR research

Collaborative filtering with the simple Bayesian classifier

PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence

Supervised and unsupervised learning algorithms for thai web pages identification

PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence

Content-based recommendation systems

The adaptive web

Modeling of places based on feature distribution

HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments

Towards a wrapper-driven ontology-based framework for knowledge extraction

KSEM'07 Proceedings of the 2nd international conference on Knowledge science, engineering and management

Wrapping the Naive Bayes classifier to relax the effect of dependences

IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning

Best-match method used in co-training algorithm

PAKDD'07 Proceedings of the 2007 international conference on Emerging technologies in knowledge discovery and data mining

A web services-based annotation application for semantic annotation of highly specialised documents about the field of marketing

OTM'07 Proceedings of the 2007 OTM Confederated international conference on On the move to meaningful internet systems: CoopIS, DOA, ODBASE, GADA, and IS - Volume Part I

Searching for significant word associations in text documents using genetic algorithms

CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing

A study on feature weighting in Chinese text categorization

CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing

Text and hypertext categorization

Artificial intelligence

Text categorization based on granular partition

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1

No Code Required: Giving Users Tools to Transform the Web

No Code Required: Giving Users Tools to Transform the Web

DisIClass: discriminative frequent pattern-based image classification

Proceedings of the Tenth International Workshop on Multimedia Data Mining

Text-based video content classification for online video-sharing sites

Journal of the American Society for Information Science and Technology

Nearest neighbour group-based classification

Pattern Recognition

Beyond heuristics: learning to classify vulnerabilities and predict exploits

Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining

Discrete visual features modeling via leave-one-out likelihood estimation and applications

Journal of Visual Communication and Image Representation

Information Processing Redux

Proceedings of the 2010 conference on New Trends in Software Methodologies, Tools and Techniques: Proceedings of the 9th SoMeT_10

A ConceptLink graph for text structure mining

ACSC '09 Proceedings of the Thirty-Second Australasian Conference on Computer Science - Volume 91

Business process integration: method and analysis

APCCM '09 Proceedings of the Sixth Asia-Pacific Conference on Conceptual Modeling - Volume 96

Modeling perspective using adaptor grammars

EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing

Improving the performance of Naive Bayes multinomial in e-mail foldering by introducing distribution-based balance of datasets

Expert Systems with Applications: An International Journal

A brief survey on sequence classification

ACM SIGKDD Explorations Newsletter

Automatic extraction of destinations, origins and route parts from human generated route directions

GIScience'10 Proceedings of the 6th international conference on Geographic information science

A hybrid approach for indexing and retrieval of archaeological textual information

KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part IV

Using feature selection approaches to find the dependent features

ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I

Ensemble of feature sets and classification algorithms for sentiment classification

Information Sciences: an International Journal

Rough set and ensemble learning based semi-supervised algorithm for text classification

Expert Systems with Applications: An International Journal

Protein interaction detection in sentences via Gaussian Processes: a preliminary evaluation

International Journal of Data Mining and Bioinformatics

Graph of words embedding for molecular structure-activity relationship analysis

CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications

An approach to expert recommendation based on fuzzy linguistic method and fuzzy text classification in knowledge management systems

Expert Systems with Applications: An International Journal

Use of Medical Subject Headings (MeSH) in Portuguese for categorizing web-based healthcare content

Journal of Biomedical Informatics

Sparse hidden-dynamics conditional random fields for user intent understanding

Proceedings of the 20th international conference on World wide web

NB+: An improved Naïve Bayesian algorithm

Knowledge-Based Systems

Explaining U.S. consumer behavior with news sentiment

ACM Transactions on Management Information Systems (TMIS)

What have fruits to do with technology?: the case of Orange, Blackberry and Apple

Proceedings of the International Conference on Web Intelligence, Mining and Semantics

Automation of legal sensemaking in e-discovery

Artificial Intelligence and Law

Combining document classification and ontology alignment for semantically enriching web services

New Generation Computing

Ontology-based recommendation for points of interest retrieved from multiple data sources

Proceedings of the International Workshop on Semantic Web Information Management

A Framework for content-adaptive photo manipulation macros: Application to face, landscape, and global manipulations

ACM Transactions on Graphics (TOG)

Violence detection in video using computer vision techniques

CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II

Loose tweets: an analysis of privacy leaks on twitter

Proceedings of the 10th annual ACM workshop on Privacy in the electronic society

Automatic web information extraction based on rules

WISE'11 Proceedings of the 12th international conference on Web information system engineering

Anomaly detection in information streams without prior domain knowledge

IBM Journal of Research and Development

Evaluation of a Semi-automated Semantic Annotation Approach for Bootstrapping the Analysis of Large-Scale Web Service Networks

WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01

A multi-class SVM classification system based on learning methods from indistinguishable chinese official documents

Expert Systems with Applications: An International Journal

Automatic Moderation of Online Discussion Sites

International Journal of Electronic Commerce

Learning feature-projection based classifiers

Expert Systems with Applications: An International Journal

Large Margin Hierarchical Classification with Mutually Exclusive Class Membership

The Journal of Machine Learning Research

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

Comparing fuzzy naive bayes and gaussian naive bayes for decision making in robocup 3d

MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence

A high performance prototype system for chinese text categorization

MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence

Combining multiple email filters based on multivariate statistical analysis

ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems

Revisiting fisher kernels for document similarities

ECML'06 Proceedings of the 17th European conference on Machine Learning

Heterogeneous information integration in hierarchical text classification

PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining

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

A hybrid text classification system using sentential frequent itemsets

CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I

Combining contents and citations for scientific document classification

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence

Intrusion detection using text mining in a web-based telemedicine system

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence

An adaptive fuzzy kNN text classifier

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part III

A web classification framework based on XSLT

APWeb'06 Proceedings of the 2006 international conference on Advanced Web and Network Technologies, and Applications

Combining bi-gram of character and word to classify two-class chinese texts in two steps

RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing

Email categorization with tournament methods

NLDB'05 Proceedings of the 10th international conference on Natural Language Processing and Information Systems

Effectiveness of document representation for classification

DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery

FASiL adaptive email categorization system

CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing

Using fuzzy logic for robust event detection in wireless sensor networks

Ad Hoc Networks

Text classification with tournament methods

TSD'05 Proceedings of the 8th international conference on Text, Speech and Dialogue

Classifying chinese texts in two steps

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing

A Bayesian feature selection paradigm for text classification

Information Processing and Management: an International Journal

Unsupervised web name disambiguation using semantic similarity and single-pass clustering

SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications

Improving sequence alignment based gene functional annotation with natural language processing and associative clustering

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II

The use of bayesian networks for subgrouping heterogeneous diseases

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems

Topic-specific text filtering based on multiple reducts

AIS-ADM 2005 Proceedings of the 2005 international conference on Autonomous Intelligent Systems: agents and Data Mining

Supervised input space scaling for non-negative matrix factorization

Signal Processing

Event models for tumor classification with SAGE gene expression data

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part II

Enhancing text classification by information embedded in the test set

CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing

Classification of XSLT-Generated web documents with support vector machines

KDXD'06 Proceedings of the First international conference on Knowledge Discovery from XML Documents

Applying random projection to the classification of malicious applications using data mining algorithms

Proceedings of the 50th Annual Southeast Regional Conference

Comparing image classification methods: K-nearest-neighbor and support-vector-machines

AMERICAN-MATH'12/CEA'12 Proceedings of the 6th WSEAS international conference on Computer Engineering and Applications, and Proceedings of the 2012 American conference on Applied Mathematics

A graph mining approach for detecting unknown malwares

Journal of Visual Languages and Computing

The naive bayes classifier in opinion mining: in search of the best feature set

CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I

Research on text categorization based on a weakly-supervised transfer learning method

CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II

Network vulnerability analysis using text mining

ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II

Exploring information diffusion in network of semantically annotated web service interfaces

Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics

Detection of news feeds items appropriate for children

ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval

Learning to identify review spam

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three

Privacy and utility for defect prediction: experiments with MORPH

Proceedings of the 34th International Conference on Software Engineering

A global-ranking local feature selection method for text categorization

Expert Systems with Applications: An International Journal

Social event detection on twitter

ICWE'12 Proceedings of the 12th international conference on Web Engineering

Confidence-Based incremental classification for objects with limited attributes in vertical search

IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence

Seeing through deception: a computational approach to deceit detection in written communication

EACL 2012 Proceedings of the Workshop on Computational Approaches to Deception Detection

Besting the quiz master: crowdsourcing incremental classification games

EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning

Correlation-based burstiness for logo retrieval

Proceedings of the 20th ACM international conference on Multimedia

Automated feature weighting in naive bayes for high-dimensional data classification

Proceedings of the 21st ACM international conference on Information and knowledge management

RssE-Miner: a new approach for efficient events mining from social media RSS feeds

DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery

Adaptive two-view online learning for math topic classification

ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I

EA-Analyzer: automating conflict detection in a large set of textual aspect-oriented requirements

Automated Software Engineering

A multi-modal approach for natural human-robot interaction

ICSR'12 Proceedings of the 4th international conference on Social Robotics

Gauge-SURF descriptors

Image and Vision Computing

Domain-Independent Entity Coreference for Linking Ontology Instances

Journal of Data and Information Quality (JDIQ) - Special Issue on Entity Resolution

Adaptive SVM-Based classification systems based on the improved endocrine-based PSO algorithm

AMT'12 Proceedings of the 8th international conference on Active Media Technology

Building Multi-Modal Relational Graphs for Multimedia Retrieval

International Journal of Multimedia Data Engineering & Management

Opcode sequences as representation of executables for data-mining-based unknown malware detection

Information Sciences: an International Journal

A document is known by the company it keeps: neighborhood consensus for short text categorization

Language Resources and Evaluation

Ensemble learning for sentiment classification

CLSW'12 Proceedings of the 13th Chinese conference on Chinese Lexical Semantics

Combining multiple classifiers using vote based classifier ensemble technique for named entity recognition

Data & Knowledge Engineering

Distributional term representations for short-text categorization

CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2

HDM-Analyser: a hybrid analysis approach based on data mining techniques for malware detection

Journal in Computer Virology

Charting the digital library evaluation domain with a semantically enhanced mining methodology

Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries

Better cross company defect prediction

Proceedings of the 10th Working Conference on Mining Software Repositories

Effect of feature selection methods on machine learning classifiers for detecting email spams

Proceedings of the 2013 Research in Adaptive and Convergent Systems

Reversing the effects of tokenisation attacks against content-based spam filters

International Journal of Security and Networks

The impact of social and conventional media on firm equity value: A sentiment analysis approach

Decision Support Systems

Control-flow integrity principles, implementations, and applications

ACM Transactions on Information and System Security (TISSEC)

Generalized Dirichlet priors for Naïve Bayesian classifiers with multinomial models in document classification

Data Mining and Knowledge Discovery

Automatic text classification to support systematic reviews in medicine

Expert Systems with Applications: An International Journal

Alleviating naive Bayes attribute independence assumption by attribute weighting

The Journal of Machine Learning Research

Probabilistic models in IR and their relationships

Information Retrieval

An unsupervised recommender system for smart homes

Journal of Ambient Intelligence and Smart Environments - Ambient and Smart Component Technologies for Human Centric Computing

A comparative study of pattern recognition classifiers to predict physical activities using smartphones and wearable body sensors

Technology and Health Care

Parallel Training of An Improved Neural Network for Text Categorization

International Journal of Parallel Programming

Interaction between feature subset selection techniques and machine learning classifiers for detecting unsolicited emails

ACM SIGAPP Applied Computing Review