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View article: MambaOutRS: A Hybrid CNN-Fourier Architecture for Remote Sensing Image Classification
MambaOutRS: A Hybrid CNN-Fourier Architecture for Remote Sensing Image Classification Open
Recent advances in deep learning for vision tasks have seen the rise of State Space Models (SSMs) like Mamba, celebrated for their linear scalability. However, their adaptation to 2D visual data often necessitates complex modifications tha…
View article: Combining KAN with CNN: KonvNeXt’s Performance in Remote Sensing and Patent Insights
Combining KAN with CNN: KonvNeXt’s Performance in Remote Sensing and Patent Insights Open
Rapid advancements in satellite technology have led to a significant increase in high-resolution remote sensing (RS) images, necessitating the use of advanced processing methods. Additionally, patent analysis revealed a substantial increas…
View article: Combining KAN with CNN: KonvNeXt's Performance in Remote Sensing and Patent Insights
Combining KAN with CNN: KonvNeXt's Performance in Remote Sensing and Patent Insights Open
The rapid advancements in satellite technology have led to a significant increase in high-resolution remote sensing (RS) images, necessitating advanced processing methods. Additionally, a patent analysis revealed a significant increase in …
View article: The Climate of Innovation: AI’s Growing Influence in Weather Prediction Patents and Its Future Prospects
The Climate of Innovation: AI’s Growing Influence in Weather Prediction Patents and Its Future Prospects Open
As the severity of climate change intensifies, understanding and predicting weather patterns have become paramount. Major firms worldwide have recognized this urgency, focusing their innovative efforts on weather prediction. In line with t…
View article: Evolutionary System Design for Virtual Field Trip Platform
Evolutionary System Design for Virtual Field Trip Platform Open
This study proposes a systematic design methodology for supporting field trips in software education. Various attempts have been made to enhance the educational effects of field trips, but it is difficult to continue them due to the limita…
View article: A Theoretical Framework for Analyzing Student Achievement in Software Education
A Theoretical Framework for Analyzing Student Achievement in Software Education Open
Software education and its value are strongly emphasized among basic university courses in the era of the fourth industrial revolution. Numerous university students use the internet and various software in their daily lives. However, there…
View article: A Novel Hybrid Deep Learning Approach to Code Generation Aimed at Mitigating the Real-Time Network Attack in the Mobile Experiment Via GRU-LM and Word2vec
A Novel Hybrid Deep Learning Approach to Code Generation Aimed at Mitigating the Real-Time Network Attack in the Mobile Experiment Via GRU-LM and Word2vec Open
As the use of devices in mobile environments increases, network attacks such as DDoS have a malicious attempt to flood the network's regular traffic to overload the target and surrounding infrastructure. This research proposed machine lear…
View article: A Study on the Factors Affecting Academic Achievement in the Non-Face-to-Face Class Environment Due to COVID-19: Focusing on Computer Liberal Arts Education Class
A Study on the Factors Affecting Academic Achievement in the Non-Face-to-Face Class Environment Due to COVID-19: Focusing on Computer Liberal Arts Education Class Open
As a result of the COVID-19 pandemic, many universities have shifted to non-face-to-face classes resulting in numerous changes in the educational system. Since programming education includes a greater proportion of practice than theory-ori…
View article: Factors Affecting Academic Achievement in SW Education
Factors Affecting Academic Achievement in SW Education Open
Software industry is becoming the core of technology trend. SW-based changes in education, industry, and social perception are continuously increasing, and thus, computing power is recognized as an essential requirement in higher education…
View article: A Study on the Factors Affecting Intention of Learning Python Programming: For Non-majors in University
A Study on the Factors Affecting Intention of Learning Python Programming: For Non-majors in University Open
In an industry, society gets more interest in software. In accordance with this trend, in the process of composing the university's curriculum, it is increasingly emphasized that problem-based learning through computational thinking and pr…
View article: Quantitative identification of technological paradigm changes using knowledge persistence
Quantitative identification of technological paradigm changes using knowledge persistence Open
This paper proposes a method to quantitatively identify the changes of technological paradigm over time. Specifically, the method identifies previous paradigms and predicts future paradigms by analyzing a patent citation-based knowledge ne…