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2025	2025 8th International Conference on Trends in Electronics and Informatics (ICOEI) Santhosh D, S. Prabu
2025	An extensive bibliometric analysis of pavement deterioration detection using sensors and machine learning: Trends, innovations, and future directions Alexandria Engineering Journal Mehmet Rizelioğlu
2025	Expert evaluation system for pothole defect detection Expert Systems with Applications Premjeet Singh, Rashinda Wijethunga, Ayan Sadhu, Jagath Samarabandu
2024	A Road Defect Detection System Using Smartphones Sensors Gyulim Kim, Seungku Kim
2024	Lecture Notes in Networks and Systems Saravjeet Singh, Jatin Arora, Monika Sethi
2024	Evaluation of data representation techniques for vibration based road surface condition classification Scientific Reports E. Raslan, Mohammed F․ Alrahmawy, Y. A. Mohammed, A. S․ Tolba
2024	Abnormal Pavement Condition Detection with Vehicle Posture Data Considering Speed Variations Sensors Qihua Zhan, Yuxin Ding, Tian Lei, Xiaohong Yin, Leyu Wei, Yunpeng Liu, Qin Luo
2024	Recent Advancements in Deep Learning Techniques for Road Condition Monitoring: A Comprehensive Review IEEE Access Lorenzo Manoni, Simone Orcioni, Massimo Conti
2024	Road pavement health monitoring system using smartphone sensing with a two-stage machine learning model Automation in Construction Kai Zhao, Shuoshuo Xu, James Loney, Andrea Visentin, Zili Li
2024	Dynamic Road Anomaly Detection: Harnessing Smartphone Accelerometer Data with Incremental Concept Drift Detection and Classification Sensors Imen Ferjani, Suleiman Ali Alsaif
2024	A Vibration-Based Methodology to Monitor Road Surface: A Process to Overcome the Speed Effect Sensors Monica Meocci
2023	2023 Third International Conference on Ubiquitous Computing and Intelligent Information Systems (ICUIS) V. Elizabeth Jesi, Jenitha Mary L, S. Saranya, Poonguzhali C, Mohanaprakash T A, K Saranya
2023	Automated Road Defect and Anomaly Detection for Traffic Safety: A Systematic Review Sensors Munish Rathee, Boris Bačić, Maryam Doborjeh
2023	Artificial Intelligence for road quality assessment in smart cities: a machine learning approach to acoustic data analysis Computational Urban Science Senthil Kumar Jagatheesaperumal, Simon Elias Bibri, Shrivarshni Ganesan, Poongkalai Jeyaraman
2023	Generalized Morse Wavelets parameter selection and transfer learning for pavement transverse cracking detection Engineering Applications of Artificial Intelligence Erick Axel Martinez-Ríos, Rogelio Bustamante-Bello, Sergio A. Navarro-Tuch
2022	A Review of Road Surface Anomaly Detection and Classification Systems Based on Vibration-Based Techniques Applied Sciences Erick Axel Martinez-Ríos, Martin Rogelio Bustamante-Bello, Luis Alejandro Arce-Sáenz
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