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Browsing by Author "Bisandu, Desmond Bala"

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Analysing the sentiment of air-traveller: a comparative analysis

Homaid, Mohammed Salih A; Bisandu, Desmond Bala; Moulitsas, Irene; Jenkins, Karl W. (IJCTE, 2022-03-31)

Airport service quality is considered to be an indicator of passenger satisfaction. However, assessing this by conventional methods requires continuous observation and monitoring. Therefore, during the past few years, the ...
A deep BiLSTM machine learning method for flight delay prediction classification

Bisandu, Desmond Bala; Moulitsas, Irene (Embry-Riddle Aeronautical University, 2023-09-25)

This paper proposes a classification approach for flight delays using Bidirectional Long Short-Term Memory (BiLSTM) and Long Short-Term Memory (LSTM) models. Flight delays are a major issue in the airline industry, causing ...
A deep feedforward neural network and shallow architectures effectiveness comparison: Flight delays classification perspective

Bisandu, Desmond Bala; Homaid, Mohammed Salih A; Moulitsas, Irene; Filippone, Salvatore (ACM, 2021-11-22)

Flight delays have negatively impacted the socio-economics state of passengers, airlines and airports, resulting in huge economic losses. Hence, it has become necessary to correctly predict their occurrences in decision-making ...
A hybrid ensemble machine learning approach for arrival flight delay classification prediction using voting aggregation technique

Bisandu, Desmond Bala; Moulitsas, Irene (AIAA, 2023-06-08)

The number of flights keeps increasing with the development of civil aviation, and flight delays have become a severe issue of concern to the aviation industry. The need for reliable flight delay classification and prediction ...
Illuminating the neural landscape of pilot mental states: a convolutional neural network approach with Shapley Additive explanations interpretability

Alreshidi, Ibrahim; Bisandu, Desmond Bala; Moulitsas, Irene (MDPI, 2023-11-11)

Predicting pilots’ mental states is a critical challenge in aviation safety and performance, with electroencephalogram data offering a promising avenue for detection. However, the interpretability of machine learning and ...
Prediction of flight delay using deep operator network with gradient-mayfly optimisation algorithm

Bisandu, Desmond Bala; Moulitsas, Irene (Elsevier, 2024-01-31)

Accurate flight delay prediction is fundamental to establishing an efficient airline business. It is considered one of the most critical intelligent aviation systems components. Recently, flight delay has been a significant ...
Social ski driver conditional autoregressive-based deep learning classifier for flight delay prediction

Bisandu, Desmond Bala; Moulitsas, Irene; Filippone, Salvatore (Springer, 2022-01-30)

The importance of robust flight delay prediction has recently increased in the air transportation industry. This industry seeks alternative methods and technologies for more robust flight delay prediction because of its ...

Browsing by Author "Bisandu, Desmond Bala"

Browsing by Author "Bisandu, Desmond Bala"

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