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Information, Volume 16, Issue 4

April 2025 - 83 articles

Cover Story: Accurate pricing forecasts are crucial for informed investment decisions, enabling investors to optimize portfolio allocations and mitigate risks. Traditional forecasting methods often struggle with the non-stationarity and complexity of cryptocurrency price dynamics. Our findings demonstrate that the GRU neural network outperforms these methods by effectively addressing these challenges. Our web application utilizes the trained GRU model and retrieves minute-step data from the YFinance API to generate forecasts for ten leading cryptocurrencies across 1, 2, 3, and 4-hour horizons. This application provides real-time predictions, empowering investors to enhance their strategies and stay ahead in the fast-paced world of cryptocurrency trading. View this paper
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Articles (83)

  • Article
  • Open Access
937 Views
27 Pages

18 April 2025

Historical figures are crucial for understanding historical processes and social changes. However, existing databases of historical figures primarily focused on ancient Chinese individuals and are limited by the simplistic organization of textual inf...

  • Article
  • Open Access
3 Citations
3,271 Views
17 Pages

Optimized Digital Watermarking for Robust Information Security in Embedded Systems

  • Mohcin Mekhfioui,
  • Nabil El Bazi,
  • Oussama Laayati,
  • Amal Satif,
  • Marouan Bouchouirbat,
  • Chaïmaâ Kissi,
  • Tarik Boujiha and
  • Ahmed Chebak

18 April 2025

With the exponential growth in transactions and exchanges carried out via the Internet, the risks of the falsification and distortion of information are multiplying, encouraged by widespread access to the virtual world. In this context, digital image...

  • Article
  • Open Access
2,002 Views
17 Pages

Multi-Beam STAR MIMO Using Differential Arrays

  • Yinyi Zhao,
  • Satheesh Bojja Venkatakrishnan,
  • Constantinos L. Zekios,
  • Soumyajit Mandal and
  • Arjuna Madanayake

18 April 2025

As we are witnessing the surge of ongoing wireless communication systems, simultaneous transmit and receive (STAR) schemes are proving to be advantageous due to the doubling of spectral efficiency. However, for the successful realization of STAR, we...

  • Article
  • Open Access
7 Citations
4,562 Views
22 Pages

Transfer Learning for Facial Expression Recognition

  • Rajesh Kumar,
  • Giacomo Corvisieri,
  • Tullio Flavio Fici,
  • Syed Ibrar Hussain,
  • Domenico Tegolo and
  • Cesare Valenti

17 April 2025

Facial expressions reflect psychological states and are crucial for understanding human emotions. Traditional facial expression recognition methods face challenges in real-world healthcare applications due to variations in facial structure, lighting...

  • Article
  • Open Access
2 Citations
7,253 Views
20 Pages

17 April 2025

This study examines how large language models reproduce Jungian archetypal patterns in storytelling. Results indicate that AI excels at replicating structured, goal-oriented archetypes (Hero, Wise Old Man), but it struggles with psychologically compl...

  • Review
  • Open Access
10 Citations
9,359 Views
31 Pages

Perspectives on Managing AI Ethics in the Digital Age

  • Lorenzo Ricciardi Celsi and
  • Albert Y. Zomaya

17 April 2025

The rapid advancement of artificial intelligence (AI) has introduced unprecedented opportunities and challenges, necessitating a robust ethical and regulatory framework to guide its development. This study reviews key ethical concerns such as algorit...

  • Review
  • Open Access
1 Citations
12,495 Views
32 Pages

17 April 2025

Open-source autonomous driving systems (ADS) have become a cornerstone of autonomous vehicle development. By providing access to cutting-edge technology, fostering global collaboration, and accelerating innovation, these platforms are transforming th...

  • Review
  • Open Access
6 Citations
9,248 Views
21 Pages

ChatGPT in ESL Higher Education: Enhancing Writing, Engagement, and Learning Outcomes

  • Promethi Das Deep,
  • Nara Martirosyan,
  • Nitu Ghosh and
  • Md. Shiblur Rahaman

17 April 2025

Artificial intelligence (AI) in education has become increasingly common in higher education, particularly in learning English as a second language (ESL). ChatGPT is a conversational AI model frequently used to support language acquisition by creatin...

  • Article
  • Open Access
1 Citations
2,228 Views
15 Pages

ET-Mamba: A Mamba Model for Encrypted Traffic Classification

  • Jian Xu,
  • Liangbing Chen,
  • Wenqian Xu,
  • Longxuan Dai,
  • Chenxi Wang and
  • Lei Hu

16 April 2025

With the widespread use of encryption protocols on network data, fast and effective encryption traffic classification can improve the efficiency of traffic analysis. A resampling method combining Wasserstein GAN and random selection is proposed for s...

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Information - ISSN 2078-2489