Search
Now showing items 1-10 of 10
UrduDeepNet: offline handwritten Urdu character recognition using deep neural network
(Springer Science and Business Media Deutschland GmbH, 2021-06-07)
Handwritten Urdu character recognition system faces several challenges including the writer-dependent variations and non-availability of benchmark databases for cursive writing scripts. In this study, we propose a handwritten ...
CottonLeafNet: cotton plant leaf disease detection using deep neural networks
(Springer, 2023-03-18)
India is a cover crop region whereby agricultural production sustains a substantial proportion of the populace and upon which the whole Indian economy is heavily reliant. As per research, it provides subsistence for around ...
OG-CAT: A Novel Algorithmic Trading Alternative to Investment in Crypto Market
(Springer, 2023-03-28)
Cryptocurrencies have emerged as a good tool for investment/trading in the last decade. The investors have achieved promising gains with the long-term investments made at reasonably good price/time. However, investment in ...
Semi-supervised labeling: a proposed methodology for labeling the twitter datasets
(Springer, 2022-01-28)
Twitter has nowadays become a trending microblogging and social media platform for news and discussions. Since the dramatic increase in its platform has additionally set off a dramatic increase in spam utilization in this ...
An efficient approach for copy-move image forgery detection using convolution neural network
(Springer, 2022-02-17)
Digital imaging has become elementary in this novel era of technology with unconventional image forging techniques and tools. Since, we understand that digital image forgery is possible, it cannot be even presented as a ...
Detection of content-based cybercrime in Roman Kashmiri using ensemble learning
(Springer, 2023-09-25)
The official language of Kashmir, Kashmiri language or Koshur, is spoken by more than 7 million people, yet its content-based cybercrime detection remains unexplored in theoretical and experimental research. Furthermore, ...
An Empirical Study on Detection of Android Adware Using Machine Learning Techniques
(Springer, 2023-10-06)
The Android operating system, without showing signs of diminishing, has experienced unprecedented popularity and continues to thrive with a significant user base. Its notable aspect for supporting third-party applications ...
Feature Engineering and Ensemble Learning-Based Classification of VPN and Non-VPN-Based Network Traffic over Temporal Features
(Springer, 2023-07-29)
With the rapid advancement in technology, the constant emergence of new applications and services has resulted in a drastic increase in Internet traffic, making it increasingly challenging for network analysts to maintain ...
Revolutionize AI Trading Bots with AutoML-Based Multi-timeframe Bitcoin Price Prediction
(Springer, 2023-06-27)
Multi-timeframe analysis/prediction provides essential information to traders. It gives a broader perspective of market trends and is used to identify significant levels of support and resistance. This will help traders/trading ...
Recognition of offline handwritten Urdu characters using RNN and LSTM models
(Springer, 2022-06-17)
Optical Character Recognition (OCR), helps to convert different types of scanned documents, such as images into searchable and editable content. OCR is language dependant and very limited research has been carried out in ...