Deep learning for the industrial internet of things (iiot): A comprehensive survey of techniques, implementation frameworks, potential applications, and future directions
The Industrial Internet of Things (IIoT) refers to the use of smart sensors, actuators, fast
communication protocols, and efficient cybersecurity mechanisms to improve industrial …
communication protocols, and efficient cybersecurity mechanisms to improve industrial …
Tackling uncertainties in aircraft maintenance routing: A review of emerging technologies
Aircraft maintenance routing (AMR) is crucial for both passenger airlines and cargo airlines
to maintain flight operations efficiency, meanwhile it ensures that aircraft fulfill the civil …
to maintain flight operations efficiency, meanwhile it ensures that aircraft fulfill the civil …
A CNN-LSTM framework for flight delay prediction
Q Li, X Guan, J Liu - Expert Systems with Applications, 2023 - Elsevier
Flight delay prediction has become one of the most critical topics in intelligent aviation
systems due to its essential role in flight scheduling, airline planning, and airport operation …
systems due to its essential role in flight scheduling, airline planning, and airport operation …
A data-driven approach to improve customer churn prediction based on telecom customer segmentation
Numerous valuable clients can be lost to competitors in the telecommunication industry,
leading to profit loss. Thus, understanding the reasons for client churn is vital for …
leading to profit loss. Thus, understanding the reasons for client churn is vital for …
A novel parallel series data-driven model for IATA-coded flight delays prediction and features analysis
Predicting and analysing flight delays is essential for successful air traffic management and
control. We propose a novel parallel-series model and novel adaptive bidirectional extreme …
control. We propose a novel parallel-series model and novel adaptive bidirectional extreme …
Day-ahead aircraft routing with data-driven primary delay predictions
S Birolini, A Jacquillat - European Journal of Operational Research, 2023 - Elsevier
Flight delays are major sources of disruptions in airline operations. To mitigate them, day-
ahead aircraft routing aims to create flight sequences that can absorb delays and minimize …
ahead aircraft routing aims to create flight sequences that can absorb delays and minimize …
Social ski driver conditional autoregressive-based deep learning classifier for flight delay prediction
The importance of robust flight delay prediction has recently increased in the air
transportation industry. This industry seeks alternative methods and technologies for more …
transportation industry. This industry seeks alternative methods and technologies for more …
Deep learning in air traffic management (ATM): a survey on applications, opportunities, and open challenges
EC Pinto Neto, DM Baum, JR Almeida Jr… - Aerospace, 2023 - mdpi.com
Currently, the increasing number of daily flights emphasizes the importance of air
transportation. Furthermore, Air Traffic Management (ATM) enables air carriers to operate …
transportation. Furthermore, Air Traffic Management (ATM) enables air carriers to operate …
Prediction of flight departure delays caused by weather conditions adopting data-driven approaches
S Kim, E Park - Journal of Big Data, 2024 - Springer
In this study, we utilize data-driven approaches to predict flight departure delays. The
growing demand for air travel is outpacing the capacity and infrastructure available to …
growing demand for air travel is outpacing the capacity and infrastructure available to …
Game-theoretic analysis of the impact of crew overnight hotel cost on airlines' fleet assignment and crew pairing
C Ding, X Chen, W Wu, W Wei, Z Xin - Journal of Air Transport …, 2023 - Elsevier
Crew costs account for a high proportion of the total operational costs of an airline. The cost
of overnight stay for the crew at a hotel is an important additional cost. To address this …
of overnight stay for the crew at a hotel is an important additional cost. To address this …