Machine Learning to Deep Learning: Building Intelligent Systems
This tutorial provides a comprehensive guide for practitioners transitioning from traditional machine learning to deep learning approaches in the development of intelligent systems. It covers fundamental concepts, techniques, and best practices essential for harnessing the power of deep learning for solving complex problems across various domains. By covering fundamental concepts, practical techniques, and real-world applications, the tutorial empowers practitioners to tackle a wide range of challenges using state-of-the-art deep learning methodologies.
Convenor:
Prof Hassan Rhinane
Hassan II University Casablanca, Morocco
Integrating BIM in GIS using IFC and CityGML
This tutorial will review the current trends and approaches for integrating BIM and GIS, focusing on the prevailing standards in both domains, specifically IFC and CityGML. It will compare the semantics, geometry, georeferencing, and spatial structure mechanisms within these standards. Additionally, the tutorial will highlight current applications and address open issues in the domain of BIM-GIS integration.
Convenor:
Dr Ihab Hijazi
Technical University of Munich, Germany, &
An-Najah National University, West Bank, Palestine
Introduction to LADM with Sarawak as Case Study
This tutorial discusses various aspects of Land Administration Domain Model (LADM) as a conceptual model for managing and handling land objects in 2D and 3D. LADM provides basic concept needed especially in land administration where it consists of related classes and their relationships. The classes later could be extended into several sub-classes depending on the situation where each class contains attributes describing the characteristics of objects.
In this tutorial, besides LADM Edition I, new edition of LADM will be introduced and discussed. The LADM Edition II contains multi-parts namely Part 1-Generic Information, Part 2-Land Registration, Part 3-Marine Georegulation, Part 4-Valuation Information and Part 5-Spatial Planning. The tutorial will explain the country profile development for the Sarawak State utilizing the concept of LADM. At the end of the tutorial, participants should be able to gain basic knowledges of the subject.
Convenors:
- Prof Dr Peter van Oosterom (TUDelft, Netherlands)
- Prof Dr Alias Abdul Rahman (UTM, Malaysia)
- Ainn Zamzuri (UTM, Malaysia)
LADM Part 4 Valuation information – The content and the implementation of the model
ISO 19152:2012 Land Administration Domain Model (LADM) has been systematically reviewed, starting from 2018, to refine the existing content and to extend the scope to cover all functions of land administration, including land use and land value. The LADM Edition II is designed as a multi-part standard and one of its parts is 19152-4 Valuation information, which extends the flexible and modular basis of the LADM and proposes an information model for the specification of valuation information maintained by public authorities. The LADM Edition II Part 4 is designed to facilitate all stages of the administrative valuation property, in particular (a) the identification of properties, (b) the valuation of properties by single or mass appraisal procedures, (c) the recording of transaction prices, (d) the production and representation of sales statistics, and (e) the handling of appeals.
In this tutorial, how LADM Part 4 can be used to represent these stages is explained in detail with examples (in other words, the principles of LADM Part 4 are explained), and the latest approaches proposed in the literature are presented for each stage. The conceptual model of LADM Part 4 is then presented. In order to implement LADM Part 4, a country profile is required, so the methodologies for developing a country profile are explained using the proposed country profiles of LADM Part 4. Finally, a demonstration of the visualization and dissemination of valuation information associated with 3D property units is presented and practical guidance on the tools used is given.
Convenor:
Dr Abdullah Kara
Gebze Technical University, Istanbul, Turkiye
Marine Cadastral - Measurement, Modelling and Governance base on Land Administration Domain Model
In this tutorial, the concept of responsible land management will be described, which will be followed by an explanation on the construction of good marine governance through adaptation of responsible land management. Furthermore, examples on the utilization of LADM on marine and coastal governance will be given. Last but not least, guidance on the development of an inclusive responsible marine governance will also be provided.
Convenors:
- Dr Abdullah Hisham Omar (UTM, Malaysia)
- Dr Muhammad Imzan Hassan (UTM, Malaysia)
- Dr Rizqi Abdulharis (ITB, Indonesia)
- Prof. Dr Walter T. de Vries (TU Munich, Germany)
