A systematic review of machine learning techniques and applications in soil improvement using green materials
According to an extensive evaluation of published studies, there is a shortage of research on systematic literature reviews related to machine learning prediction techniques and methodologies in soil improvement using green materials. A literature review suggests that machine learning algorithms are...
| Main Authors: | Saad, Ahmed Hassan, Nahazanan, Haslinda, Yusuf, Badronnisa, Toha, Siti Fauziah, Alnuaim, Ahmed, El-Mouchi, Ahmed, Elseknidy, Mohamed, Mohammed, Angham Ali |
|---|---|
| Format: | Article |
| Published: |
Multidisciplinary Digital Publishing Institute
2023
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/106805/ |
Similar Items
Evaluating Biosedimentation on Strength Improvement for Acidic Soil
by: Saad, Ahmed Hassan, et al.
Published: (2021)
by: Saad, Ahmed Hassan, et al.
Published: (2021)
Supplementary cementitious materials in sandy soil improvement: a review
by: Al-Adhadh, Ahmed Raad, et al.
Published: (2024)
by: Al-Adhadh, Ahmed Raad, et al.
Published: (2024)
Practical energy efficiency techniques for green buildings
by: Ahmed, Musse
Published: (2011)
by: Ahmed, Musse
Published: (2011)
Properties of biomineralization process in various types of soil and their limitations
by: Mousa, Ahmed Hassan, et al.
Published: (2019)
by: Mousa, Ahmed Hassan, et al.
Published: (2019)
Effect of clay content on soil stabilization with alkaline activation
by: Abdeldjouad, Lokmane, et al.
Published: (2019)
by: Abdeldjouad, Lokmane, et al.
Published: (2019)
Expert material selection for manufacturing of green biocomposites
by: Ahmed Ali, Basheer Ahmed, et al.
Published: (2017)
by: Ahmed Ali, Basheer Ahmed, et al.
Published: (2017)
Malware detection through machine learning techniques
by: Amer, Ahmed, et al.
Published: (2019)
by: Amer, Ahmed, et al.
Published: (2019)
Mapping Informal Settlements Using Machine Learning Techniques, Object-Based Image Analysis and local Knowledge
by: Alrasheedi, Khlood, et al.
Published: (2023)
by: Alrasheedi, Khlood, et al.
Published: (2023)
Materials and machine techniques for automated repair of bituminous pavements
by: Awuah, Frank Kofi Asamoah
Published: (2025)
by: Awuah, Frank Kofi Asamoah
Published: (2025)
The effect of soil cohesion and friction angles on reverse faults
by: Ghafari, Mehdi, et al.
Published: (2021)
by: Ghafari, Mehdi, et al.
Published: (2021)
Machine learning techniques for software bug prediction: a systematic review
by: Saharudin, Syahana Nur’Ain, et al.
Published: (2020)
by: Saharudin, Syahana Nur’Ain, et al.
Published: (2020)
Modelling infiltration rates in permeable stormwater channels using soft computing techniques
by: Yaseen, Zaher Mundher, et al.
Published: (2020)
by: Yaseen, Zaher Mundher, et al.
Published: (2020)
Slaking behaviour of mudrocks at precinct 5, Putrajaya and its performance as subgrade material for road construction in Malaysia
by: Che Mohd Rosley, Ili Syazwani, et al.
Published: (2017)
by: Che Mohd Rosley, Ili Syazwani, et al.
Published: (2017)
IoT intrusion detection using auto-encoder and machine learning techniques
by: Khudhu, Ahmed Ridha, et al.
Published: (2022)
by: Khudhu, Ahmed Ridha, et al.
Published: (2022)
Effects of machining method and technique on galvanized steel material properties
by: Abdul Rani, Nadia, et al.
Published: (2021)
by: Abdul Rani, Nadia, et al.
Published: (2021)
Modeling of scour depth and length of a diversion channel flow system with soft computing techniques
by: Alomari, Nashwan K., et al.
Published: (2023)
by: Alomari, Nashwan K., et al.
Published: (2023)
Experimental and numerical prediction of wetting fronts size created by sub-surface bubble irrigation system
by: Alrubaye, Yasir L., et al.
Published: (2022)
by: Alrubaye, Yasir L., et al.
Published: (2022)
On-line fault detection & diagnosis of rotating machines using acoustic emission monitoring techniques
by: M.A.A., Elmaleeh, et al.
Published: (2007)
by: M.A.A., Elmaleeh, et al.
Published: (2007)
Performance of chemically treated natural fibres and lime in soft soil for the utilisation as pile-supported earth platform
by: Anggraini, Vivi, et al.
Published: (2015)
by: Anggraini, Vivi, et al.
Published: (2015)
Developing Real-time Corrosion Monitoring: A Cutting-Edge Fusion
of Electrochemical Noise Data and Machine Learning Techniques
by: Abdulmutaali, Ahmed
Published: (2024)
by: Abdulmutaali, Ahmed
Published: (2024)
A study on mechanical properties of concrete incorporating aluminum dross, fly ash, and quarry dust
by: Elseknidy, Mohamed Hamdy, et al.
Published: (2020)
by: Elseknidy, Mohamed Hamdy, et al.
Published: (2020)
Machine Automation using RTK GPS Positioning
by: El-Mowafy, Ahmed, et al.
Published: (2009)
by: El-Mowafy, Ahmed, et al.
Published: (2009)
Amelioration of soil acidity in an acid sulphate soil using organic materials
by: Shamshuddin, Jusop, et al.
Published: (2004)
by: Shamshuddin, Jusop, et al.
Published: (2004)
Systematic review of intrusion detection system based on machine learning techniques for internet of things
by: Idris, Muhammad, et al.
Published: (2023)
by: Idris, Muhammad, et al.
Published: (2023)
Machine translation in natural language processing by implementing artificial neural network modelling techniques: an Analysis
by: Khan, Fazeel Ahmed, et al.
Published: (2020)
by: Khan, Fazeel Ahmed, et al.
Published: (2020)
Effects of alkali-activated waste binder in soil stabilization
by: Tan, Teing Teing, et al.
Published: (2019)
by: Tan, Teing Teing, et al.
Published: (2019)
Improvement of marine clay soil using lime and alkaline activation stabilized with inclusion of treated coir fibre
by: Kamaruddin, Fatin Amirah, et al.
Published: (2020)
by: Kamaruddin, Fatin Amirah, et al.
Published: (2020)
System identification technique for a helicopter using genetic algorithms
by: Toha, Siti Fauziah, et al.
Published: (2011)
by: Toha, Siti Fauziah, et al.
Published: (2011)
Machine-to-machine communication: an overview of opportunities
by: Amodu, Oluwatosin Ahmed, et al.
Published: (2018)
by: Amodu, Oluwatosin Ahmed, et al.
Published: (2018)
A systematic review of machine learning and deep learning techniques for anomaly detection in data mining
by: Tahir, Mahjabeen, et al.
Published: (2025)
by: Tahir, Mahjabeen, et al.
Published: (2025)
A novel experimental study on the effects of soil and faults properties on tunnels induced by normal and reverse faults
by: Ghafari, Mehdi, et al.
Published: (2020)
by: Ghafari, Mehdi, et al.
Published: (2020)
A novel evolutionary technique to estimate induction machine parameters from name plate data
by: Mossad, M., et al.
Published: (2016)
by: Mossad, M., et al.
Published: (2016)
Model structure and random input for system identification technique for flexible manipulating system
by: Toha, Siti Fauziah, et al.
Published: (2011)
by: Toha, Siti Fauziah, et al.
Published: (2011)
Application of alkali-activated palm oil fuel ash reinforced with glass fibers in soil stabilization
by: Nahazanan, Haslinda, et al.
Published: (2019)
by: Nahazanan, Haslinda, et al.
Published: (2019)
Anfis and neural network techniques for non-paametric modelling of a twin rotor system
by: Toha, Siti Fauziah, et al.
Published: (2010)
by: Toha, Siti Fauziah, et al.
Published: (2010)
Design and material analysis of spherical mobile robot for bouncing mechanism
by: Abdullah, Muhammad Amirul, et al.
Published: (2015)
by: Abdullah, Muhammad Amirul, et al.
Published: (2015)
Classification of EEG-based auditory evoked potentials using entropy-based features and machine learning techniques
by: Islam, Thamina, et al.
Published: (2023)
by: Islam, Thamina, et al.
Published: (2023)
Mineralogy and potassium supply of some weathered tropical soils developed from different parent materials
by: Jol, Hamdan, et al.
Published: (2013)
by: Jol, Hamdan, et al.
Published: (2013)
Application of machine learning with impedance based techniques for structural health monitoring of civil infrastructure
by: Ahmed, Zaheer, et al.
Published: (2019)
by: Ahmed, Zaheer, et al.
Published: (2019)
Quality restoration of waste polyolefin plastic material through the dissolution-reprecipitation technique
by: Arkan Jasim, Hadi, et al.
Published: (2014)
by: Arkan Jasim, Hadi, et al.
Published: (2014)
Similar Items
-
Evaluating Biosedimentation on Strength Improvement for Acidic Soil
by: Saad, Ahmed Hassan, et al.
Published: (2021) -
Supplementary cementitious materials in sandy soil improvement: a review
by: Al-Adhadh, Ahmed Raad, et al.
Published: (2024) -
Practical energy efficiency techniques for green buildings
by: Ahmed, Musse
Published: (2011) -
Properties of biomineralization process in various types of soil and their limitations
by: Mousa, Ahmed Hassan, et al.
Published: (2019) -
Effect of clay content on soil stabilization with alkaline activation
by: Abdeldjouad, Lokmane, et al.
Published: (2019)