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Call for Papers:Vol.11 Issue.4

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Title: :  DEEP ADAPTIVE FEATURE FUSION FOR ORIGIN DESTINATION PASSENGER FLOW FORECASTING IN MASS EVENTS
PaperId: :  26230
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 2 2025
DUI:    16.0415/IJARIIE-26230
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
BHUKYA RAJAKUMARSiddharth Institute of Engineering & Technology (SIETK)
D KAVYASiddharth Institute of Engineering & Technology (SIETK)
P KEERTHI PRIYASiddharth Institute of Engineering & Technology (SIETK)
MIRIYALA ISHA SREESiddharth Institute of Engineering & Technology (SIETK)
HRITIK KUMARSiddharth Institute of Engineering & Technology (SIETK)
M S LAENINSiddharth Institute of Engineering & Technology (SIETK)

Abstract

Information Technology
Mass Events, Passenger Flow, Inflow Prediction, Outflow Prediction, Random Forest, Linear Regression, Stacking Regressor, XGBoost Regression, Event Management, Predictive Modeling
This project aims to forecast passenger flow for mass events using a Deep Adaptive Feature Fusion approach. By leveraging multiple machine learning algorithms, including Random Forest, Linear Regression, Stacking Regressor, and XGBoost Regression, the system is trained to predict both inflow and outflow of passengers. The model will be trained using historical event data, considering various influencing factors such as time, location, and event type. Based on this input data, the system will predict the number of people likely to attend the event and the estimated outflow, assisting in better crowd management and planning for large-scale events.

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IJARIIE BHUKYA RAJAKUMAR, D KAVYA, P KEERTHI PRIYA, MIRIYALA ISHA SREE, HRITIK KUMAR, and M S LAENIN. "DEEP ADAPTIVE FEATURE FUSION FOR ORIGIN DESTINATION PASSENGER FLOW FORECASTING IN MASS EVENTS" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 2 2025 Page 2128-2140
MLA BHUKYA RAJAKUMAR, D KAVYA, P KEERTHI PRIYA, MIRIYALA ISHA SREE, HRITIK KUMAR, and M S LAENIN. "DEEP ADAPTIVE FEATURE FUSION FOR ORIGIN DESTINATION PASSENGER FLOW FORECASTING IN MASS EVENTS." International Journal Of Advance Research And Innovative Ideas In Education 11.2(2025) : 2128-2140.
APA BHUKYA RAJAKUMAR, D KAVYA, P KEERTHI PRIYA, MIRIYALA ISHA SREE, HRITIK KUMAR, & M S LAENIN. (2025). DEEP ADAPTIVE FEATURE FUSION FOR ORIGIN DESTINATION PASSENGER FLOW FORECASTING IN MASS EVENTS. International Journal Of Advance Research And Innovative Ideas In Education, 11(2), 2128-2140.
Chicago BHUKYA RAJAKUMAR, D KAVYA, P KEERTHI PRIYA, MIRIYALA ISHA SREE, HRITIK KUMAR, and M S LAENIN. "DEEP ADAPTIVE FEATURE FUSION FOR ORIGIN DESTINATION PASSENGER FLOW FORECASTING IN MASS EVENTS." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 2 (2025) : 2128-2140.
Oxford BHUKYA RAJAKUMAR, D KAVYA, P KEERTHI PRIYA, MIRIYALA ISHA SREE, HRITIK KUMAR, and M S LAENIN. 'DEEP ADAPTIVE FEATURE FUSION FOR ORIGIN DESTINATION PASSENGER FLOW FORECASTING IN MASS EVENTS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 2, 2025, p. 2128-2140. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/DEEP_ADAPTIVE_FEATURE_FUSION_FOR_ORIGIN_DESTINATION_PASSENGER_FLOW_FORECASTING_IN_MASS_EVENTS_ijariie26230.pdf (Accessed : ).
Harvard BHUKYA RAJAKUMAR, D KAVYA, P KEERTHI PRIYA, MIRIYALA ISHA SREE, HRITIK KUMAR, and M S LAENIN. (2025) 'DEEP ADAPTIVE FEATURE FUSION FOR ORIGIN DESTINATION PASSENGER FLOW FORECASTING IN MASS EVENTS', International Journal Of Advance Research And Innovative Ideas In Education, 11(2), pp. 2128-2140IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/DEEP_ADAPTIVE_FEATURE_FUSION_FOR_ORIGIN_DESTINATION_PASSENGER_FLOW_FORECASTING_IN_MASS_EVENTS_ijariie26230.pdf (Accessed : )
IEEE BHUKYA RAJAKUMAR, D KAVYA, P KEERTHI PRIYA, MIRIYALA ISHA SREE, HRITIK KUMAR, and M S LAENIN, "DEEP ADAPTIVE FEATURE FUSION FOR ORIGIN DESTINATION PASSENGER FLOW FORECASTING IN MASS EVENTS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 2, pp. 2128-2140, Mar-App 2025. [Online]. Available: https://ijariie.com/AdminUploadPdf/DEEP_ADAPTIVE_FEATURE_FUSION_FOR_ORIGIN_DESTINATION_PASSENGER_FLOW_FORECASTING_IN_MASS_EVENTS_ijariie26230.pdf [Accessed : ].
Turabian BHUKYA RAJAKUMAR, D KAVYA, P KEERTHI PRIYA, MIRIYALA ISHA SREE, HRITIK KUMAR, and M S LAENIN. "DEEP ADAPTIVE FEATURE FUSION FOR ORIGIN DESTINATION PASSENGER FLOW FORECASTING IN MASS EVENTS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 2 ().
Vancouver BHUKYA RAJAKUMAR, D KAVYA, P KEERTHI PRIYA, MIRIYALA ISHA SREE, HRITIK KUMAR, and M S LAENIN. DEEP ADAPTIVE FEATURE FUSION FOR ORIGIN DESTINATION PASSENGER FLOW FORECASTING IN MASS EVENTS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : ]; 11(2) : 2128-2140. Available from: https://ijariie.com/AdminUploadPdf/DEEP_ADAPTIVE_FEATURE_FUSION_FOR_ORIGIN_DESTINATION_PASSENGER_FLOW_FORECASTING_IN_MASS_EVENTS_ijariie26230.pdf
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