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Data science is a wide field of study that consist of data systems and processes that aims to use
a scientific approach to maintain data sets and derive meaning from data. On the other hand,
Machine Learning is the ...
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With the increase of vehicle imports, used vehicle market has become popular and interesting.
With the market popularity and no prior knowledge about used vehicles, many people get fraud
to the vehicle dealers and ...
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Tea is the second most famous beverage of the world which is widely used. Compared
to other crops, tea industry is one of the prominent industries in Sri Lankan Economy.
Tea manufacturing has lots of inside processes ...
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Evol-AutoNN is biomimicry approach to automate the neural network for tabular data
using the two biological concepts came from the nature. Biological evolution and the
neural network in the human brain are the ...
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In the Sri Lankan community, we meet lots of visually impaired people in our day-to day life. Sometimes we meet them in public transport. So, most of the time people help
them to identify the current location and ...
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With the increase demand for storage space across all devices, data compression and relating
standards have been receiving the buzz over the last five years. With the advancement of
computing power together with the ...
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Edge Intelligence based collaborative learning has been recognized as a trending
research area. It was noted that the majority of existing collaborative learning
approaches were designed in the context of servers ...
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Operating in dynamic real world spam domain requires more robust adversarial-aware
designs as it is identified as never ending game between learner and attacker. While
most of the researchers are focused on either ...
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With the steady increase internet usage, the propagation of hate speech on the internet
also steadily increases. Social media sites, review forums, micro blogging sites
encourage users to convey their thoughts with ...
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Pulsar stars are rare type of remnants from the core of extinguished stars that emit two
beams of energy per rotation. Energy beams of pulsar stars are detectable through radio
telescopes. However, such telescopes ...
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The Agricultural sector has a very long history from the time of the ancient kingdoms of Sri Lanka.
At present, Sri Lanka's agricultural industry is spread over four areas: plantations, fisheries,
livestock, and ...
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A customer review is an opinion shared by a customer towards his or her experience in
a certain product, brand, or service. These customer reviews directly impact human
choices are always influenced by the opinions ...
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Machine learning is a subset of artificial intelligence (AI) that allows computers to learn
and develop on their own despite having to be specifically configured, and also it is
concerned with the development of ...
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Smartphones are getting more complex and sophisticated, more powerful than before.
Similarly, mobile applications are also getting advanced in order to cater users a better
personalized experience. Machine learning ...
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Text classification facilitates the ability to classify text data into multiple categories
by assigning labels. It is a core piece of Natural language processing, consisting of a
wide range of use cases, including ...
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Misdiagnosis of dermatological disorders is a normal incident among both doctors and
dermatologists around the world. Among them, misdiagnosis of common
dermatological disorders is exceptionally high since these ...
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Deep learning is a subset of machine learning which facilitates the machines to work
independently to simulate some particular tasks without explicit programming or without
any human intervention. The researchers ...
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Semantic image segmentation is a crucial task in various fields that use computer-vision based
applications. Generative Adversarial Networks (GANs) are attracting widespread interest in
the data science community ...
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3D graphics is an area in computer science that requires high computational power.
Major issues exist in 3D graphics that need to be solved. One of them is aliasing.
Numerous solutions have tried to eliminate aliasing ...
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In the domain of the generative modelling since the first introduction of Generative
Adversarial Networks (GANs) in 2014, GANs and its variations are identified as the
finest image generative models in the state-of-art ...