[HTML][HTML] Intersecting reinforcement learning and deep factor methods for optimizing locality and globality in forecasting: A review
Operational forecasting often requires predicting collections of related, multivariate time
series data that are high-dimensional in nature. This can be tackled by fitting a single …
series data that are high-dimensional in nature. This can be tackled by fitting a single …
Particle swarm optimization tuned multi-headed long short-term memory networks approach for fuel prices forecasting
Increasing global energy demands and decreasing stocks of fossil fuels have led to a
resurgence of research into energy forecasting. Artificial intelligence, explicitly time series …
resurgence of research into energy forecasting. Artificial intelligence, explicitly time series …
Dream Optimization Algorithm (DOA): A novel metaheuristic optimization algorithm inspired by human dreams and its applications to real-world engineering problems
Y Lang, Y Gao - Computer Methods in Applied Mechanics and …, 2025 - Elsevier
As optimization problems grow increasingly complex, traditional deterministic algorithms
often struggle to address these challenges. Metaheuristic algorithms, with their flexibility and …
often struggle to address these challenges. Metaheuristic algorithms, with their flexibility and …
Enhancing Decision-Making in Highway Overtaking Scenarios with Graph Convolution Reinforcement Learning
MK Sam, W Gee, S Arkhstan, H Khan… - Journal of Computer …, 2024 - jcsis.org
Autonomous vehicles have a number of open challenges, one of which is decision-making
regarding motion, particularly while operating in an environment that is both complex and …
regarding motion, particularly while operating in an environment that is both complex and …
Deep Learning and Enhanced Emissions Modeling and Deposition Prediction
Deep Learning and Enhanced Emissions Modeling and Deposition Prediction JCSIS
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A Combination Prediction Model for Short Term Travel Demand of Urban Taxi.
M Li, Y Gu, Q Geng, H Yu - Computers, Materials & Continua, 2024 - search.ebscohost.com
This study proposes a prediction model considering external weather and holiday factors to
address the issue of accurately predicting urban taxi travel demand caused by complex data …
address the issue of accurately predicting urban taxi travel demand caused by complex data …
Crop Yield Estimation Using Spiking Neural Networks Through Spatiotemporal Analysis of Image Time Series
N OubeBlika, S Arkhstan, L Hongou… - Journal of Computer …, 2024 - jcsis.org
Crop Yield Estimation Using Spiking Neural Networks Through Spatiotemporal Analysis of
Image Time Series JCSIS 019928311823 info@jcsis.org JCSIS About Volumes Instructions …
Image Time Series JCSIS 019928311823 info@jcsis.org JCSIS About Volumes Instructions …
CNN-Based Algorithm for Anomaly Detection in Electrocardiogram Signals (BiLSTM)
CNN-Based Algorithm for Anomaly Detection in Electrocardiogram Signals (BiLSTM) JCSIS
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Evaluation of Particle Swarm Optimization for Support Vector Machine Training
N OubeBlika, S Arkhstan, W Zhang… - Journal of Computer …, 2024 - jcsis.org
Evaluation of Particle Swarm Optimization for Support Vector Machine Training JCSIS
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Multitasking a deep neural network for time series load forecasting
S Arkhstan, NM Soufian, L Hongou - Journal of Computer Science & …, 2024 - jcsis.org
Multitasking a deep neural network for time series load forecasting JCSIS 019928311823
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