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An Efficient Pharse Based Pattern Taxonomy Deploying Method for Text Document Mining

An Efficient Pharse Based Pattern Taxonomy Deploying Method for Text Document Mining

The extraction of multiple word which are related to expressions that has been increasingly a special topic in the last few years. Relevant expressions are applicable in diverse areas such as Information Retrieval, document clustering, or classification and indexing of documents. However, relevant single words, which represent much of the knowledge in texts, have been a relatively dormant field. In this paper we present a statistical language independent approach to extract concepts formed by relevant single and multi word units. By achieving promising precision recall values, it can be an alternative both to language dependent approaches and to extractors that deal exclusively with multi words. In this paper proposed method pattern Taxonomy Deploying method to apply to find a new and efficient pattern method by which research related document, research related documents are patterned and classification of different field are done and more than 80 percent of the documents are successfully identified and categorized. S. Brindha | Dr. S. Sukumaran "An Efficient Pharse Based Pattern Taxonomy Deploying Method for Text Document Mining" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-3 , April 2018, URL: https://www.ijtsrd.com/papers/ijtsrd11270.pdf Paper URL: http://www.ijtsrd.com/computer-science/data-miining/11270/an-efficient-pharse-based-pattern-taxonomy-deploying-method-for-text-document-mining/s-brindha

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Facial Emoji Recognition

Facial Emoji Recognition

Facial emoji recognition is a human computer interaction system. In recent times, automatic face recognition or facial expression recognition has attracted increasing attention from researchers in psychology, computer science, linguistics, neuroscience, and similar fields. Facial emoji recognizer is an end user application which detects the expression of the person in the video being captured by the camera. The smiley relevant to the expression of the person in the video is shown on the screen which changes with the change in the expressions. Facial expressions are important in human communication and interactions. Also, they are used as an important tool in studies about behavior and in medical fields. Facial emoji recognizer provides a fast and practical approach for non meddlesome emotion detection. The purpose was to develop an intelligent system for facial based expression classification using CNN algorithm. Haar classifier is used for face detection and CNN algorithm is utilized for the expression detection and giving the emoticon relevant to the expression as the output. N. Swapna Goud | K. Revanth Reddy | G. Alekhya | G. S. Sucheta "Facial Emoji Recognition" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-3 , April 2019, URL: https://www.ijtsrd.com/papers/ijtsrd23166.pdf Paper URL: https://www.ijtsrd.com/engineering/computer-engineering/23166/facial-emoji-recognition/n-swapna-goud

55 views • 4 slides


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