by Qingyun Wang and Yayuan Xiao
Original Research
In recent decades, Long Short-Term Memory networks (LSTMs), an enhanced version of Recurrent Neural Networks (RNNs), have made significant contributions across various domains. Particularly in the study of time series data, they have offered promising capabilities in capturing temporal dependencies ...
American Journal of Applied Mathematics and Statistics. 2024, 12(1), 15-23. DOI: 10.12691/ajams-12-1-3
Pub. Date: February 22, 2024
by Michael Gr. Voskoglou
Original Research
The APOS/ACE instructional treatment for teaching mathematics was introduced in the USA by Prof. Ed Dubinsky and his research team during the 1990’s The central idea of the APOS/ACE treatment is that one can always find a suitable computer task for helping students to build the mental constructions ...
American Journal of Applied Mathematics and Statistics. 2024, 12(1), 10-14. DOI: 10.12691/ajams-12-1-2
Pub. Date: February 01, 2024
by Siqi Mao, Yaping Yuan, Yinpu Li, Ziren Wang, Yuanxin Yao and Yixin Kang
Original Research
Energy conservation in buildings is a paramount concern to combat greenhouse gas emissions and combat climate change. The efficient management of room occupancy, involving actions like lighting control and climate adjustment, is a pivotal strategy to curtail energy consumption. In contexts where ...
American Journal of Applied Mathematics and Statistics. 2024, 12(1), 1-9. DOI: 10.12691/ajams-12-1-1
Pub. Date: January 22, 2024
by Mary Ann Yeboah, David Benteh, Francis Yao Anyan, Philip Nyarko Kwakye, Kofi Mensah and Sulemana Mahawiya
Original Research
This research focused on comparing volatility of Consumer Price Index and Exchange Rate of Ghana using GARCH models. The main purpose of the study was to establish a relationship between the Consumer Price Index (CPI) and the Exchange Rate and thereby finding the best modeling for volatility of the ...
American Journal of Applied Mathematics and Statistics. 2023, 11(4), 100-107. DOI: 10.12691/ajams-11-4-1
Pub. Date: December 06, 2023
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by K. Prudhvi
Original Research
In this paper, we obtain a unique common fixed point theorem for pair of self-mappings of OWC(Occasionally Weakly Compatible) pair of mappings in C-MS(Cone -Metric Space) and also given the example for supporting this result. Our result is a generalization and improvement of the some results they ...
American Journal of Applied Mathematics and Statistics. 2023, 11(3), 98-99. DOI: 10.12691/ajams-11-3-3
Pub. Date: November 10, 2023
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