Proceedings ArticleDOI
Complexities in developing multilingual on-line courses in the Indian context
Kolla Bhanu Prakash,Arun Rajaraman,M. Lakshmi +2 more
- pp 339-342
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TLDR
The present study looks at issues in having a common web-based content for developing the courses and based on a generic pixel based approach, a common reference content prediction is looked at.Abstract:
Two major technological developments — cellular and internet communications — that have significantly changed the outlook of society throughout the world and more so in the Indian context. Usage and interaction through cell-phones and internet are so popular in different parts of India without language or dialect barrier. Education is one discipline where Indian input has been phenomenal both in terms of students and institutions and soon the switch over to online education and learning will take place to cater to different levels and 24/7 availability. The present study looks at issues in having a common web-based content for developing the courses. Towards this object and subject issues are taken and based on a generic pixel based approach, a common reference content prediction is looked at. Case studies on ‘circle’ — object -,‘internet’ — a subject and ‘magnetism’ — a part of science and physics demonstrate applicability and versatility in handling different document types.read more
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Book ChapterDOI
Design and Analysis of Optimized Dimensional MIMO Antenna Using Quasi-Newton Algorithm
S. Salma,Habibulla Khan,B. T. P. Madhav,V. Triveni,K. T. V. Sai Pavan,G. Yadu Vamsi,D. Ram Sandeep +6 more
TL;DR: In this article, an optimization algorithm is used successfully for optimizing the geometric variables of the MIMO antenna to resonate in the UWB band using a quasi-Newton (QN) optimizer of HFSS.
Journal ArticleDOI
An Approach for Morse Code Translation from Eye Blinks Using Tree Based Machine Learning Algorithms and OpenCV
Journal ArticleDOI
Adaptive Resource Management Utilizing Reinforcement Learning Technique in Inter-Cloud Environments
TL;DR: The adaptive resource provisioning is integrated with reinforcement learning mechanism during the service admission process and ensures the collaborated cloud providers will gain more profits without violation of SLA.
OtherDOI
Web Scraping with Beautiful Soup
TL;DR: In this article , the authors present advantages and disadvantages of web scraping using ensembles of machine learning algorithms, which are meta-algorithms that combine several machine learning methods into one predictive model in order to decrease variance, bias or improve predictions.
References
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Proceedings ArticleDOI
Content Code Blurring: A New Approach to Content Extraction
TL;DR: This work introduces content code blurring, a novel content extraction algorithm that identifies exactly these regions in an iterative process of identifying the main content and/or removing the additional contents in a web document.
Book ChapterDOI
Identifying content blocks from web documents
TL;DR: Two algorithms, FeatureExtractor and K-FeatureExtractor are proposed to identify the “primary content blocks” based on their features with high precision and recall and significantly outperform the Entropy-based algorithm proposed by Lin and Ho in both precision and run-time.
Language independent content extraction from web pages
TL;DR: This method creates a text density graph of a given Web page and then selects the region of the Web page with the highest density that is comparable or better than state-of-the-art methods that are computationally more complex, when evaluated on a standard dataset.