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  • Conference proceedings
  • © 2020

Information Technology in Geo-Engineering

Proceedings of the 3rd International Conference (ICITG), Guimarães, Portugal

  • Highlights the latest research on information technology in geo-engineering
  • Presents the proceedings of the 3rd International Conference on Technology in Geo-Engineering ICITG 2019, held on September 29–October 2, 2019, in Guimarães, Portugal
  • Written by respected experts in the field

Conference proceedings info: ICITG 2019.

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Table of contents (77 papers)

  1. Big Data and Databases

    1. Big Data Analysis of Structural Defects and Traffic Accidents in Existing Highway Tunnels

      • Hao Ding, Shuai Liu, Shuang Cai, Yangyuyu Xia
      Pages 189-195
    2. Combining Artificial Neural Networks and Genetic Algorithms for Rock Cuttings Slopes Stability Condition Identification

      • Joaquim Tinoco, António Gomes Correia, Paulo Cortez, David Toll
      Pages 196-209
    3. Data Standardization of Geological Information for Rock Tunnel Engineering

      • Qi Zhang, Zhongjun Ma, Xiaojun Li, Xiao Wang, Lei He
      Pages 210-226
    4. Extension of the AGS Format to Incorporate Ground Model and Interpreted Data

      • Neil Chadwick, David Farmer, Jérôme Chamfray, Simon Miles
      Pages 227-242
    5. Physically-Based Object-Oriented Databases for Geotechnical Engineering

      • Sara Rios, Maxim Millen, Julieth Quintero, António Viana da Fonseca
      Pages 256-267
    6. Prediction of Forward Tunnel Face Score of Rock Mass Classification for Stability by Applying Machine Learning to Drilling Data

      • Hisashi Hayashi, Miku Miyanaka, Haruka Gomi, Junichi Tatsumi, Nobuyuki Kawabe, Masato Shinji
      Pages 268-278
    7. Smart Barrier Box for Monitoring and State Conditions Evaluation of Rockfall Barrier Systems

      • Corinna Wendeler, Suzana Svetličič, Aron Vogel, Matthias Sorg
      Pages 304-314
  2. Data Mining and Data Science

    1. Front Matter

      Pages 327-327
    2. Using Hierarchical Temporal Memory to Detect City Infrastructure Anomalies

      • Eric Liu, Jianfeng Liu, Yiming Zhang
      Pages 329-335
    3. Automatic Monitoring System of Blasting Vibration and Its Application Based on TC6850

      • Ming Zhu, Peiguang Wei, Jianguo Zhang, Xiaodong Si
      Pages 336-352
    4. Data-Fusion in Geotechnical Applications

      • Aron Noordam, Bruno Zuada Coelho, Ana Teixeira, Arjan Venmans
      Pages 365-375
    5. Design for Support Patterns of NATM Tunnel Using Machine Learning

      • Yeboon Yun, Genki Kaneko, Harushige Kusumi, Akinobu Nishio, Tsutomu Kurotani
      Pages 376-382
    6. Predictions of Weekly Soil Movements Using Moving-Average and Support-Vector Methods: A Case-Study in Chamoli, India

      • Praveen Kumar, Priyanka Sihag, Ankush Pathania, Shubham Agarwal, Naresh Mali, Ravinder Singh et al.
      Pages 393-405
    7. Spatial Sustainability Assessment Framework for Civil Infrastructure Condition

      • Mengmeng Liu, J. David Frost, Qingsong Liu
      Pages 406-418

Other Volumes

  1. Information Technology in Geo-Engineering

About this book

These proceedings address the latest developments in information communication and technologies for geo-engineering. The 3rd International Conference on Information Technology in Geo-Engineering (ICITG 2019), held in Guimarães, Portugal, follows the previous successful installments of this conference series in Durham (2014) and Shanghai (2010).

The respective chapters cover the following:

Use of information and communications technologies

Big data and databases

Data mining and data science

Imaging technologies

Building information modelling applied to geo-structures

Artificial intelligence

Smart geomaterials and intelligent construction

Sensors and monitoring

Asset management

Case studies on design, construction and maintenance

Given its broad range of coverage, the book will benefit students, educators, researchers and professional practitioners alike, encouraging these readers to help take the geo-engineering community into the digital age


Editors and Affiliations

  • School of Engineering, ISISE, University of Minho, Guimarães, Portugal

    António Gomes Correia, Joaquim Tinoco

  • School of Engineering, ALGORITMI, University of Minho, Guimarães, Portugal

    Paulo Cortez

  • Laboratório Nacional de Engenharia Civil, Lisboa, Portugal

    Luís Lamas

Bibliographic Information

Buy it now

Buying options

eBook USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access