International Journal of Information Technology
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Enhanced adaptive threshold algorithm with weighted search points for fast motion estimation
International Journal of Information Technology - Tập 15 - Trang 845-857 - 2022
Block matching algorithms play vital role in the success of the video coding standards. A new block matching algorithm is proposed in this manuscript. Star diamond search with adaptive threshold is one of the state of the art algorithms for the motion estimation. Star diamond search with the adaptive threshold is enhanced by assigning the weights to the possible search points based on the chances ...... hiện toàn bộ
Categorization of self care problem for children with disabilities using partial swarm optimization approach
International Journal of Information Technology - Tập 14 - Trang 1835-1843 - 2020
Self-care or personal care denotes those actions or doing that a person undertakes in supporting personal health, limiting personal illness, preventing personal disease and reinstating their own health. Self-caring is big challenge in exceptional/disabled children. With recent advancement in artificial intelligence in last few years, machine learning can be used for classification of self-care pro...... hiện toàn bộ
An ultra-efficient design and optimized energy dissipation of reversible computing circuits in QCA technology using zone partitioning method
International Journal of Information Technology - Tập 14 - Trang 1483-1493 - 2021
Quantum-dot Cellular Automata (QCA) is an alternative step towards semiconductor-based CMOS technology. The QCA nanotechnology has a very fast circuit speed, ultra-low power consumption, minimum energy dissipation, extremely high switching frequency, and very small size in nanometer (nm) than traditional transistor-based CMOS technology. QCA technology plays an important role in the field of compu...... hiện toàn bộ
Profiling and clustering the global market for hijabistas: a Twitter text analytics approach
International Journal of Information Technology - - Trang 1-13 - 2023
Consumer-generated data provides a massive amount of market data that helps improve brands' decision-making processes within a highly demanding marketplace. This paper aims to investigate the dynamics behind Twitter user-generated content in relation to hijab/modest fashion based on a random sample of 144,800 tweets. Sentiment analysis was conducted, while a detection algorithm was implemented to ...... hiện toàn bộ
Crop yield prediction: two-tiered machine learning model approach
International Journal of Information Technology - - 2021
BiGRU-ANN based hybrid architecture for intensified classification tasks with explainable AI
International Journal of Information Technology - Tập 15 - Trang 4211-4221 - 2023
Artificial Intelligence (AI) is increasingly being employed in critical decision-making processes such as medical diagnosis, credit approval, criminal justice, and many more. However, many AI models exploit complex algorithms that are difficult for humans to see through, which can lead to concerns about accountability, bias, and the ability to trust the outcomes. With the increasing demand for AI ...... hiện toàn bộ
Handwritten Marathi numeral recognition using stacked ensemble neural network
International Journal of Information Technology - Tập 13 - Trang 1993-1999 - 2021
Pattern Recognition is the method of mapping the inputs to their respective target classes based on features of data. In this paper a stacked ensemble meta-learning approach for customized convolutional neural network is proposed for Marathi handwritten numeral recognition. Stacked ensemble merges the pre-trained base pipe lines to create a multi-head meta-learning classifier that outputs the fina...... hiện toàn bộ
Contour feature learning for locating text in natural scene images
International Journal of Information Technology - Tập 14 - Trang 1719-1724 - 2022
Text is a rich and precise information source for understanding natural scene imagery and video. Text detection and localization improves the ability to understand text. Text detection and recognition faces numerous challenges such as noise, blur, distortion and variation. Though substantial research work has been done in the recent years, this area is still considered interesting by the research ...... hiện toàn bộ
Proposal and evaluation of tsunami disaster drill support system using tablet computer
International Journal of Information Technology - - 2023
In Japan, for tsunami disaster prevention, the government prepares tsunami hazard maps and provides them to residents. However, residents often do not examine the provided maps. Thus, these maps are not well utilized. In this study, we focused on the offline Geographic Information System and proposed a tsunami disaster drill support system that displays a tsunami hazard map, the current location, ...... hiện toàn bộ
Efficient algorithm for error optimization and resource prediction to mitigate cost and energy consumption in a cloud environment
International Journal of Information Technology - - 2024
As cloud computing continues to grow, the energy consumption of cloud-edge resources has become a concern, particularly in terms of cost of energy and environmental effects. Therefore, reducing energy consumption in cloud-edge environments is an important issue that needs to be addressed to ensure sustainable and cost-effective cloud services. The existing approaches face challenges in achieving o...... hiện toàn bộ
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