IEEE

Load Balancing in Wireless Communication Network using LSTM and Water Filling Algorithm

Abstract: For managing an efficient as well as automatic network, we need accuracy in cellular traffic load prediction. The characterization as well as channelization of the demands of the resources ...
IEEE

Computer-Aided Quantum Algorithms for Real-Time Energy Market Trading

Abstract: This study presents an innovative approach for optimizing real-time energy market trading strategies by integrating Proximal Policy Optimization (PPO) with Quantum Annealing (QA). The ...
IEEE

Exploring the Potential of Brain-Computer Interfaces and EEG Signal Analysis Algorithms: A Review and Analysis of Computational Techniques

Abstract: In this paper, we review existing methods and algorithms for the analysis of electroencephalogram (EEG) signals in the context of brain-computer interfaces (BCIs). Through a systematic ...
IEEE

Detection of Economic Crises With Language Models and Comparative Analysis of Simple Time Series Analysis Models and Machine Learning Algorithms on the Stock Market

Abstract: This study investigates the use of natural language processing language representation models as an early warning system for economic crises, and compares the performance of time series ...