Classification:Basic Concepts,Decision Trees, and Model Evaluation.
Classification, which is the task of assigning objects to one of several predefined categories, is a pervasive problem that encompasses...
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faizan
- Sep 12, 2020
- 1 min
Research Paper Implementation : Recent Advances in Convolutional Neural Networks
ABSTRACT Abstract In the last few years, deep learning has led to very good performance on a variety of problems, such as visual...
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faizan
- Sep 11, 2020
- 1 min
Research Paper Implementation : Research Paper Recommender System Evaluation Using Coverage
ABSTRACT Recommendation systems(RS)support users and developers of various computer and software systems to overcome information...
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faizan
- Sep 11, 2020
- 1 min
Research Paper Implementation : New Thinking on, and with, Data Visualization.
ABSTRACT As the complexity and volume of datasets have increased along with the capabilities of modular, open-source, easy-to-implement,...
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faizan
- Sep 11, 2020
- 2 min
Research Paper Implementation : Machine Translation for Academic Purposes.
ABSTRACT Due to the globalization trend and knowledge boost in the second millennium, multi-lingual translation has become a noteworthy...
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faizan
- Sep 11, 2020
- 1 min
Research Paper Implementation : Autoencoders, Unsupervised Learning, and Deep Architectures.
ABSTRACT Autoencoders play a fundamental role in unsupervised learning and in deep architectures for transfer learning and other tasks....
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faizan
- Sep 11, 2020
- 2 min
Research Paper Implementation : Sequence to Sequence Learning with Neural Networks.
ABSTRACT Deep Neural Networks (DNNs) are powerful models that have achieved excellent performance on difficult learning tasks. Although...
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faizan
- Sep 9, 2020
- 1 min
Research Paper Implementation : Transfer Learning with Deep Convolutional Neural Network.
ABSTRACT Tremendous progress has been made in object recognition with deep convolutional neural networks (CNNs), thanks to the...
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faizan
- Sep 9, 2020
- 1 min
A ML Solution for Combatting COVID-19 in Smart Cities from Multiple Dimensions.
ABSTRACT The spread of COVID-19 across the world continues as efforts are being made from multi-dimension to curtail its spread and...
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faizan
- Sep 9, 2020
- 1 min
Research Paper Implementation : A Review on Support Vector Machine for Data Classification.
ABSTRACT With increasing amounts of data being generated by businesses and researchers there is a need for fast, accurate and robust...
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faizan
- Sep 9, 2020
- 1 min
Research Paper Implementation : A Survey on Deep Learning: Algorithms, Techniques, and Applications
ABSTRACT The field of machine learning is witnessing its golden era as deep learning slowly becomes the leader in this domain. Deep...
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faizan
- Sep 9, 2020
- 1 min
Research Paper Implementation : Twitter Sentiment Analysis.
ABSTRACT With the evolving behaviour of different types of social networking sites like Instagram, twitter, snap chat etc , the data...
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faizan
- Sep 9, 2020
- 1 min
Research Paper Implementation : A Universal Part-of-Speech Tagset.
ABSTRACT To facilitate future research in unsupervised induction of syntactic structure and to standardise best-practices, we propose a...
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