Umit Isikdag

According to our database, Umit Isikdag authored at least 17 papers between 2008 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Predicting design suitability of box-shaped sustainable timber structural members using machine learning and hyperparameter optimization.

Muhammed Çosut, Gebrail Bekdas, Sinan Melih Nigdeli, Ümit Isikdag

Neural Comput. Appl., October, 2025

Predicting the area moment of inertia of beam and column using machine learning and HyperNetExplorer.

Yaren Aydin, Sinan Melih Nigdeli, Mostafa Roozbahan, Gebrail Bekdas, Ümit Isikdag

Neural Comput. Appl., July, 2025

Searching for the Best Artificial Neural Network Architecture to Estimate Column and Beam Element Dimensions.

Ayla Ocak, Gebrail Bekdas, Sinan Melih Nigdeli, Umit Isikdag, Zong Woo Geem

Inf., 2025

A Real-Time Advisory Tool for Supporting the Use of Helmets in Construction Sites.

Ümit Isikdag, Handan As Çemrek, Seda Sönmez, Yaren Aydin, Gebrail Bekdas, Zong Woo Geem

Inf., 2025

Shear Wave Velocity Prediction with Hyperparameter Optimization.

Gebrail Bekdas, Yaren Aydin, Umit Isikdag, Sinan Melih Nigdeli, Dara Hajebi, Tae-Hyung Kim, Zong Woo Geem

Inf., 2025

Machine Learning-Based Prediction of Operability for Friction Pendulum Isolators Under Seismic Design Levels.

Ayla Ocak, Batuhan Kahvecioglu, Sinan Melih Nigdeli, Gebrail Bekdas, Ümit Isikdag, Zong Woo Geem

Big Data Cogn. Comput., 2025

2020

Spaces in Spatial Science and Urban Applications - State of the Art Review.

Sisi Zlatanova, Jinjin Yan, Yijing Wang, Abdoulaye A. Diakité, Umit Isikdag, George Sithole, Jack Barton

ISPRS Int. J. Geo Inf., 2020

2019

Multidimensional and Multiscale GIS.

Éric Guilbert, Pawel Boguslawski, Umit Isikdag

ISPRS Int. J. Geo Inf., 2019

2018

Towards harmonizing property measurement standards.

Abdullah Kara, Volkan Çagdas, Umit Isikdag, Bulent Onur Turan

J. Spatial Inf. Sci., 2018

Semi-Automatic 3D City Model Generation from Large-Format Aerial Images.

Mehmet Buyukdemircioglu, Sultan Kocaman, Umit Isikdag

ISPRS Int. J. Geo Inf., 2018

2017

3D Indoor Models and Their Applications.

Sisi Zlatanova, Umit Isikdag

Proceedings of the Encyclopedia of GIS., 2017

2015

Enhanced Building Information Models - Using IoT Services and Integration Patterns

Umit Isikdag

Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-21825-0, 2015

2013

A BIM-Oriented Model for supporting indoor navigation requirements.

Umit Isikdag, Sisi Zlatanova, Jason Underwood

Comput. Environ. Urban Syst., 2013

Data Integration Capability Evaluation of ERP Systems: A Construction Industry Perspective.

Umit Isikdag, Jason Underwood, Murat Kuruoglu, Utku Acikalin

Int. J. Enterp. Inf. Syst., 2013

2011

Reflections on the 2008 U.S. Presidential Election in the Turkish Blogosphere.

Mehmet Yilmaz, Umit Isikdag

Int. J. Interact. Commun. Syst. Technol., 2011

2009

Construction informatics in Turkey: strategic role of ICT and future research directions.

Umit Isikdag, Jason Underwood, Murat Kuruoglu, Jack Goulding, Utku Acikalin

J. Inf. Technol. Constr., 2009

2008

An investigation into the applicability of building information models in geospatial environment in support of site selection and fire response management processes.

Umit Isikdag, Jason Underwood, Ghassan Aouad

Adv. Eng. Informatics, 2008