Leveraging Temporal Patterns with LSTMs Networks for Financial Forecasting: A New Stastical Machine Learning Approach

K Thinakaran, S Soman, L Anitha… - … Security and Artificial …, 2023 - ieeexplore.ieee.org
The intricate temporal patterns observed in financial markets might have an impact on
market outlook and trading decisions. The challenge of effectively predicting these markets …

A recommendation attack detection approach integrating CNN with Bagging

Q Zhou, C Huang - Computers & Security, 2024 - Elsevier
Due to their open architecture, collaborative filtering recommender systems are susceptible
to recommendation attacks, in which attackers inject fake rating data into the system to affect …

Research on Graphic Design Image Processing Technology Based on Newton's method in Photoshop

MH Al-Fatlawy, MS Sheela, SK Yadav… - … For Smart Nation …, 2023 - ieeexplore.ieee.org
The term" computer graphics and image processing technology" refers to a technology that
is based on computers and makes use of software to process graphics and images in a …

Optimization of Student Behavior Detection Algorithm Based on Improved SSD Algorithm.

CAO Yongqing, LIU Dan - International Journal of Advanced …, 2024 - search.ebscohost.com
Despite advancements in educational technology, traditional action recognition algorithms
have struggled to effectively monitor student behavior in dynamic classroom settings. To …

Enhancing wireless mesh network performance through AI-based routing algorithms

PG Senthilvel, DR Thirupurasundari… - … Security and Artificial …, 2023 - ieeexplore.ieee.org
Wireless Mesh Networks (WMNs) are critical in ensuring ubiquitous internet coverage,
particularly in environments and terrains with unique challenges. The increasing number of …

Construction of evaluation model of regional economic development level based on fuzzy clustering algorithm

H Shrivastava, S Gopalakrishnan… - … For Smart Nation …, 2023 - ieeexplore.ieee.org
In recent years, economic exchanges between China and the world market have become
more and more close, and China's economic development has also directly affected the …

Enhancing Network Slicing Efficiency in Self-Organizing Networks Using Quantum Computing

AR Borah - 2023 4th International Conference on Smart …, 2023 - ieeexplore.ieee.org
With the proliferation of mobile devices and the growing demand for diverse applications,
network operators are facing significant challenges in efficiently managing and optimizing …

Enhancing quantum key distribution protocols with machine learning techniques

RM Bommi, M Nalini, N Vijayaraj… - … Computing and Control …, 2023 - ieeexplore.ieee.org
Quantum Key Distribution (QKD) promises theoretically unbreakable encryption by using
fundamental quantum physics principles. QKD has emerged as a contender in the next …

Efficient Model Training in Decentralized Systems with Federated Learning

MSS Rao, S Saraswathy, V Neela… - … Security and Artificial …, 2023 - ieeexplore.ieee.org
In the fast-changing field of machine learning, data privacy and model training efficiency are
crucial. Federated Learning (FL) is a breakthrough method for training models on several …

Machine Learning-Based Intrusion Detection Systems for Enhancing Cybersecurity

A Mohamed, J Heilala… - … Conference On Smart …, 2023 - ieeexplore.ieee.org
Intrusion detection systems (IDS) that are powered by machine learning have become an
important tool for enhancing online security due to their capacity to detect and respond …