Modelling Tyre-Road Noise with Data Mining Techniques

Journal title

Archives of Acoustics




vol. 40


No 4

Publication authors

Divisions of PAS

Nauki Techniczne


Archives of Acoustics is an English-language peer-reviewed quarterly journal publishing original research papers from all areas of acoustics and abstracts from some specialised acoustical conferences. It gives free internet access to its full content (abstracts of research papers) to current issues.

Archives of Acoustics, the peer-reviewed quarterly journal publishes original research papers from all areas of acoustics like:

  • acoustical measurements and instrumentation,
  • acoustics of musics,
  • acousto-optics,
  • architectural, building and environmental acoustics,
  • bioacoustics,
  • electroacoustics,
  • linear and nonlinear acoustics,
  • noise and vibration,
  • physical and chemical effects of sound,
  • physiological acoustics,
  • psychoacoustics,
  • quantum acoustics,
  • speech processing and communication systems,
  • speech production and perception,
  • transducers,
  • ultrasonics,
  • underwater acoustics.

Earlier issues are available on the old website


Committee on Acoustics PAS, PAS Institute of Fundamental Technological Research, Polish Acoustical Society


2015[2015.01.01 AD - 2015.12.31 AD]


ISSN 0137-5075 ; eISSN 2300-262X


Kumar (2011), Road Traffic Noise Prediction with Neural Networks A Review An International Of Optimization And Control : Theories & Applications, Journal, 2, 1. ; Kaczmarek (2010), Annoyance of timevarying road - traffic noise of Acoustics, Archives, 35, 383. ; Mak (2014), Statistical tyre / road noise modeling in Hong Kong on friction course, Applied Acoustics, 76. ; Bueno (2011), Pavement temperature influence on close proximity tire / road noise, Applied Acoustics, 72. ; EWINS (2000), Modal Testing : Theory Practice and Application Studies Press Ltd, Research. ; Smola (2004), A tutorial on support vector regression and Computing, Statistics, 14, 199. ; Chou (2011), Optimizing the prediction accuracy of concrete compressive strength based on a comparison of datamining techniques of Computing in Civil Engineering, Journal, 25, 242. ; Raimundo (2010), Sound absorption coefficient of wet gap graded asphalt mixtures th International Congress and Exposition on Noise Control Engineering, INTERNOISE, 39. ; Cortez (2013), Using sensitivity analysis and visualization techniques to open black box data mining models, Information Sciences, 225. ; Sayers (1995), On the calculation of International Roughness Index from Longitudinal Road Profile Research Board, Transportation Research Record Transportation, 1. ; Miranda (2011), New Models for Strength and Deformability Parameter Calculation in Rock Masses Using Data - Mining Techniques of Geomechanics, International Journal, 11, 44. ; Zhou (2010), Integration of GIS and Data Mining Technology to Enhance the Pavement Management Decision Making of Transportation Engineering, Journal, 136. ; Freitas (2012), Traffic noise abatement : How different pavements vehicle speeds and traffic densities affect annoyance levels Research Part D : Transport and Environment, Transportation, 17, 321. ; Cherkassky (2004), Practical Selection of SVM Parameters and Noise Estimation for SVM Regression, Neural Networks, 17, 113, ; Fayyad (1996), From data mining to knowledge discovery in databases, AI magazine, 17, 37. ; Gołębiewski (2008), Changes in the acoustic properties of road porous surface with time of Acoustics, Archives, 33, 151. ; Cortez (2011), Opening black box data mining models using sensitivity analysis Symposium on Computational Intelligence and Data Mining IEEE Paris France, IEEE, 341. ; Tinoco (2014), A novel approach to predicting young s modulus of jet grouting laboratory formulations over time using data mining techniques, Engineering Geology, 169. ; Freitas (2010), In situ assessment of the normal incidence sound absorption coefficient of asphalt mixtures with a new impedance tube th International Congress and Exposition on Noise Control Engineering, INTERNOISE.