Automatic text processing
An application of least squares fit mapping to text information retrieval
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Self-organizing maps
An Evaluation of Statistical Approaches to Text Categorization
Information Retrieval
Adaptive anti-spam filtering for agglutinative languages: a special case for Turkish
Pattern Recognition Letters
WebGuard: A Web Filtering Engine Combining Textual, Structural, and Visual Content-Based Analysis
IEEE Transactions on Knowledge and Data Engineering
Recognition of Pornographic Web Pages by Classifying Texts and Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
A pornographic web page detecting method based on SVM model using text and image features
International Journal of Internet Protocol Technology
Information Processing and Management: an International Journal
Harmful Contents Classification Using the Harmful Word Filtering and SVM
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Combining Classifiers for Web Violent Content Detection and Filtering
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
WebAngels Filter: A Violent Web Filtering Engine Using Textual and Structural Content-Based Analysis
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
Accelerating Web Content Filtering by the Early Decision Algorithm
IEICE - Transactions on Information and Systems
Malicious content filtering based on semantic features
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
Information security underlying transparent computing: Impacts, visions and challenges
Web Intelligence and Agent Systems
Intelligent classification of web pages using contextual and visual features
Applied Soft Computing
WIA: a web inspection architecture
International Journal of Knowledge and Web Intelligence
An efficient topic-specific web text filtering framework
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
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
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
A literature review and classification of recommender systems research
Expert Systems with Applications: An International Journal
Information extraction from webpages based on DOM distances
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Mining search intents for collaborative cyberporn filtering
Journal of the American Society for Information Science and Technology
Objectionable content filtering by click-through data
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
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The proliferation of objectionable material on the Internet has created an urgentneed for countermeasures to protect unsuspecting children and others from such material'sharmful effects. However, current Web content-filtering techniques and commerciallyavailable Web-filtering systems have serious shortcomings. Machine intelligence cancompensate for these shortcomings. For example, the Intelligent Classification Engine usesneural networks' learning capabilities to provide fast, accurate differentiation betweenpornographic and nonpornographic Web pages. The engine works with both Kohonen'sSelf-Organizing Maps and Fuzzy Adaptive Resonance Theory networks. Both networks performsignificantly better than nonintelligent techniques; KSOM has greater classificationaccuracy, but training it takes longer.