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Optimized Feature Selection for Predicting the Number of Casualties in Traffic Crashes

DOI : 10.28991/CEJ-2025-011-04-01
Muamer Abuzwidah , Ahmed Elawady , Jaeyoung Jay Lee , Ghazi G. Al-Khateeb , Salah Haridy , Waleed Zeiada
1242-1267
Abstract : 876
PDF : 353

Indoor Climate Prediction Using Attention-Based Sequence-to-Sequence Neural Network

DOI : 10.28991/CEJ-2023-09-05-06
Karli Eka Setiawan , Gregorius N. Elwirehardja , Bens Pardamean
1105-1120
Abstract : 1028
PDF : 612

Prediction of Energy Consumption of an Administrative Building using Machine Learning and Statistical Methods

DOI : 10.28991/CEJ-2023-09-05-01
Meryem El Alaoui , Laila Ouazzani Chahidi , Mohammed Rougui , Abdeghafour Lamrani , Abdellah Mechaqrane
1007-1022
Abstract : 1152
PDF : 772

Comparative Study of Utilising Neural Network and Response Surface Methodology for Flexible Pavement Maintenance Treatments

DOI : 10.28991/cej-2020-03091590
Abdalrhman Abrahim Milad , Sayf A. Majeed , Nur Izzi Md. Yusoff
1895-1905
Abstract : 1204
PDF : 707

Developing an ANN Based Streamflow Forecast Model Utilizing Data-Mining Techniques to Improve Reservoir Streamflow Prediction Accuracy: A Case Study

DOI : 10.28991/cej-0309163
Hamed Zamanisabzi , James Phillip King , Naci Dilekli , Bahareh Shoghli , Shalamu Abudu
1135-1156
Abstract : 1977
PDF : 760

Effect of Steel Fiber on Plastic Hinge Length of Concrete Columns: Buckingham Theory Application

DOI : 10.28991/CEJ-2024-010-05-03
. Tavio , Bambang Sabariman , Slamet Widodo
1386-1408
Abstract : 1147
PDF : 546

Creep Behavior of Fiber Reinforced Mortars and Its Effect to Reduce the Differential Shrinkage Stress

DOI : 10.28991/CEJ-2023-09-08-014
Senot Sangadji , Endah Safitri , Muhammad Z. Arifin , Stefanus A. Kristiawan
2032-2045
Abstract : 1007
PDF : 456

Prediction of Compressive Strength of Self-Compacting Concrete (SCC) with Silica Fume Using Neural Networks Models

DOI : 10.28991/cej-2021-03091642
Mahmoud Serraye , Said Kenai , Bakhta Boukhatem
118-139
Abstract : 1918
PDF : 1008

Analysis and Prediction of Rainfall with Oceanic Nino Index and Climate Variables Using Correlation Coefficient and Deep Learning

DOI : 10.28991/CEJ-2024-010-05-01
Chayanat Buathongkhue , Kritsana Sureeya , Natapon Kaewthong
1354-1369
Abstract : 1460
PDF : 744

Predicting the Earthquake Magnitude Using the Multilayer Perceptron Neural Network with Two Hidden Layers

DOI : 10.28991/cej-2016-00000008
Jamal Mahmoudi , Mohammad Ali Arjomand , Masoud Rezaei , Mohammad Hossein Mohammadi
1-12
Abstract : 3345
PDF : 1457

Predicting the Inelastic Response of Base Isolated Structures Utilizing Regression Analysis and Artificial Neural Network

DOI : 10.28991/CEJ-2022-08-06-07
Mohammad Al-Rawashdeh , Isam Yousef , Mohammad Al-Nawaiseh
1178-1193
Abstract : 1106
PDF : 560

Knowledge Based Prediction of Standard Penetration Resistance of Soil Using Geotechnical Database

DOI : 10.28991/CEJ-SP2021-07-01
Muhammad Usman Arshid
1-12
Abstract : 1162
PDF : 646

Ensemble Learning Models for Prediction of Punching Shear Strength in RC Slab-Column Connections

DOI : 10.28991/CEJ-SP2024-010-01
Omid Habibi , Tarik Youssef , Hamed Naseri , Khalid Ibrahim
1-20
Abstract : 835
PDF : 493

Utilizing GIS and Machine Learning for Traffic Accident Prediction in Urban Environment

DOI : 10.28991/CEJ-2024-010-06-013
Atif Ali Khan , Jawad Hussain
1922-1935
Abstract : 1788
PDF : 740

Intelligent Forecasting of Flooding Intensity Using Machine Learning

DOI : 10.28991/CEJ-2024-010-10-010
Abraham Ayuen Ngong Deng , . Nursetiawan , Jazaul Ikhsan , Slamet Riyadi , Ahmad Zaki
3269-3291
Abstract : 794
PDF : 713

Daily Maximum Rainfall Forecast Affected by Tropical Cyclones using Grey Theory

DOI : 10.28991/CEJ-2022-08-08-02
Nipaporn Chutiman , Monchaya Chiangpradit , Butsakorn Kong-ied , Piyapatr Busababodhin , Chatchai Chaiyasaen , Pannarat Guayjarernpanishk
1565-1573
Abstract : 949
PDF : 607

Development of a PSO-ANN Model for Rainfall-Runoff Response in Basins, Case Study: Karaj Basin

DOI : 10.28991/cej-2017-00000070
Meysam Motahari , Hamed Mazandaranizadeh
35-44
Abstract : 1810
PDF : 737

Benchmarking Classical and Deep Machine Learning Models for Predicting Hot Mix Asphalt Dynamic Modulus

DOI : 10.28991/CEJ-2025-011-01-06
Waleed Zeiada , Lubna Obaid , Sherif El-Badawy , Ragaa Abd El-Hakim , Ahmed Awed
76-106
Abstract : 901
PDF : 379

Efficient Multi-Composite Cement Made of Granulated Blast Furnace Slag (GBFS) and Flash-calcined Sediment

DOI : 10.28991/CEJ-2023-09-11-02
Mahfoud Benzerzour , Duc Chinh Chu , Mouhamadou Amar , Joelle Kleib , Nor-Edine Abriak , Jaouad Nadah
2649-2671
Abstract : 854
PDF : 480

Effect of Vehicular Stream Characteristics on Traffic Noise

DOI : 10.28991/CEJ-2022-08-12-016
Amjed J. Abed , Amjad H. Albayati , Yu Wang
3883-3901
Abstract : 1470
PDF : 559

Local Scour around Different-Shaped Bridge Piers

DOI : 10.28991/CEJ-2024-010-06-019
Siva K. Reddy , Sruthi T. Kalathil , Venu Chandra
2019-2039
Abstract : 1041
PDF : 482

Machine Learning Based Prediction of Urban Flood Susceptibility from Selected Rivers in a Tropical Catchment Area

DOI : 10.28991/CEJ-2022-08-09-08
Benjamin Nnamdi Ekwueme
1857-1878
Abstract : 1344
PDF : 836

Modeling the Completion Time of Public School Building Projects Using Neural Networks

DOI : 10.28991/cej-030956
Zeyad S. M. Khaled , Raid S. Abid Ali , Musaab Falih Hasan
1266-1277
Abstract : 1345
PDF : 655

Statistical Analysis Approaches in Scour Depth of Bridge Piers

DOI : 10.28991/CEJ-2023-09-01-011
Shahad Abdulkathum , Hassan I. Al-Shaikhli , Ahmed A. Al-Abody , Tameem M. Hashim
143-153
Abstract : 1228
PDF : 698

Short-, Medium-, and Long-Term Prediction of Carbon Dioxide Emissions using Wavelet-Enhanced Extreme Learning Machine

DOI : 10.28991/CEJ-2023-09-04-04
Mohamed Khalid AlOmar , Mohammed Majeed Hameed , Nadhir Al-Ansari , Siti Fatin Mohd Razali , Mohammed Abdulhakim AlSaadi
815-834
Abstract : 1191
PDF : 616
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