| 2026 Machine Learning-Based Prediction of Operability for Friction Pendulum Isolators Under Seismic Design Levels Big Data and Cognitive Computing |
| 2025 Predicting design suitability of box-shaped sustainable timber structural members using machine learning and hyperparameter optimization Neural Computing and Applications |
| 2025 Predicting the area moment of inertia of beam and column using machine learning and HyperNetExplorer Neural Computing and Applications |
| 2025 Factors Influencing Perceived Ease of Use and Usefulness of BIM Tools BUILDINGS |
| 2025 Shear Wave Velocity Prediction with Hyperparameter Optimization INFORMATION |
| 2025 Searching for the Best Artificial Neural Network Architecture to Estimate Column and Beam Element Dimensions INFORMATION |
| 2025 Leveraging Neural Networks and Explainable AI for Cost-Effective Retaining Wall Design CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES |
| 2025 A Real-Time Advisory Tool for Supporting the Use of Helmets in Construction Sites INFORMATION |
| 2025 Fire Resistance Prediction in FRP-Strengthened Structural Elements: Application of Advanced Modeling and Data Augmentation Techniques PROCESSES |
| 2025 Optimum Carbon Fiber Reinforced Polymer (CFRP) Design for Flexural Strengthening of Cantilever Concrete Walls Using Artificial Neural Networks POLYMERS |
| 2024 Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach Energy and Buildings |
| 2024 Optimizing artificial neural network architectures for enhanced soil type classification Geomechanics and Engineering |
| 2024 Adaptive Neural Architecture Search Using Meta-Heuristics: Discovering Fine-Tuned Predictive Models for Photocatalytic CO2 Reduction Sustainability |
| 2024 Drying shrinkage and crack width prediction using machine learning in mortars containing different types of industrial by-product fine aggregates Journal of Building Engineering |
| 2024 Neural Network Predictive Models for Alkali-Activated Concrete Carbon Emission Using Metaheuristic Optimization Algorithms Sustainability |
| 2023 Prediction of Cooling Load of Tropical Buildings with Machine Learning Sustainability |
| 2023 Enhancing Indoor Occupancy Estimation with Hyperparameter Optimisation of Artificial Neural Networks JOURNAL OF ENVIRONMENTAL PROTECTION AND ECOLOGY |
| 2023 Prediction of Damping Capacity Demand in Seismic Base Isolators via Machine Learning Computer Modeling in Engineering & Sciences |
| 2023 Estimating Construction Material Indices with ARIMA and Optimized NARNETs CMC-COMPUTERS MATERIALS & CONTINUA |
| 2023 Use of Machine Learning Techniques in Soil Classification SUSTAINABILITY |
| 2023 Machine Learning Models for Ecofriendly Optimum Design of Reinforced Concrete Columns APPLIED SCIENCES-BASEL |
| 2022 A generative design-to-BIM workflow for minimum weight plane truss design Revista de la construcción |
| 2022 Forecasting PM10 Concentrations based on Machine and Deep Learning(08A) FRESENIUS ENVIRONMENTAL BULLETIN |
| 2022 Explainable machine learning models for predicting the axial compression capacity of concrete filled steel tubular columns CONSTRUCTION AND BUILDING MATERIALS |
| 2022 The application of Residual Augmented Least Squares method to predict the consistency properties of special clayey soils Arabian Journal of Geosciences |
| 2021 Identifying Levels of Occupancy in Buildings using Automated Machine Learning FRESENIUS ENVIRONMENTAL BULLETIN |
| 2021 Optimum Modelling for Rectangular Shape Reinforced Concrete (RC) Beam with the aim of Minimum CO2 Emission Journal of Environmental Protection and Ecology |
| 2021 Classification of Haze in City Images with Convolutional Neural Networks and Transfer Learning Journal of Environmental Protection and Ecology |
| 2021 The LADM Valuation Information Model and its application to the Turkey case Land Use Policy |
| 2020 AN IOT ARCHITECTURE FOR FACILITATING INTEGRATION OF GEOINFORMATION International Journal of Engineering and Geosciences |
| 2020 3 Dimensional data research for property valuation in the context of the LADM Valuation Information Model Land Use Policy |
| 2020 Estimation Of Occupancy Status And Levels For Indoor Spaces Journal of Environmental Protection and Ecology |
| 2020 Spaces in Spatial Science and Urban Applications—State of the Art Review ISPRS International Journal of Geo-Information |
| 2020 Sosyal Bilimler Araştırmacılarının İstatistik Paket Programlarına Karşı Tutumları Kastamonu Eğitim Dergisi |
| 2019 Building Information Management (BIM), A New Approach to Project Management Journal of Sustainable Construction Materials and Technologies (JSCMT) |
| 2018 Semi-Automatic 3D City Model Generation from Large-Format Aerial Images ISPRS International Journal of Geo-Information |
| 2018 Towards harmonizing property measurement standards Journal of Spatial Information Science |
| 2018 Mapping the Processes of Donor-Funded Construction Projects SUSTAINABILITY |
| 2017 An Investigation On The Attitudes Towards Adopting The Design By Coding Paradigm A/Z : ITU journal of Faculty of Architecture |
| 2016 ENERGY ANALYSIS OF WALL MATERIALS USING BUILDING INFORMATION MODELING BIM OF PUBLIC BUILDINGS IN THE TROPICAL CLIMATE COUNTRIES Jurnal Teknologi |
| 2013 A BIM Oriented Model for supporting indoor navigation requirements Computers, Environment and Urban Systems |
| 2013 Data Integration Capability Evaluation of ERP Systems International Journal of Enterprise Information Systems |
| 2012 Design patterns for BIM based service oriented architectures Automation in Construction |
| 2012 The examination of performance management concept in the construction industry Enginnering Sciences : E-Journal of New World Sciences Academy |
| 2011 Reflections on the 2008 U S Presidential Election in the Turkish Blogosphere International Journal of Interactive Communication Systems and Technologies |
| 2011 Emerging technologies for BIM 2 0 Construction Innovation: Information, Process, Management |
| 2010 Two design patterns for facilitating Building Information Model based synchronous collaboration Automation in Construction |
| 2009 Construction Informatics in Turkey Industrial State of the Art and Future Research Directions Journal of Information Technology in Construction |
| 2008 An investigation into the applicability of building information models in geospatial environment in support of site selection and fire response management processes ADVANCED ENGINEERING INFORMATICS |
| 2007 Investigating the Role of Building Information Models as a Part of an Integrated Data Layer A Fire Response Management Case Architectual Engineering and Design Management |
| 2004 A survey of ICT use in the Turkish construction industry Engineering Construction and Architectural Management |
| Uluslararası Özet bildiri 27.05.2017 Application of Photovoltaic Systems on Urban Regeneration Projects / Intelligent Infrastructures for Sustainable and Resilient Future Energy Systems |
| Uluslararası Tam metin bildiri 01.10.2018 A Machine Learning Approach on Occupant Number Prediction for Indoor Spaces / ISPRS TC IV Symposium |
| Uluslararası Tam metin bildiri 01.10.2018 Web-Based 3D Visualisation of Time-Varying Air Quality Information / ISPRS TC IV Symposium |
| Uluslararası Tam metin bildiri 19.03.2018 Supporting Fiscal Aspect of Land Administration through a LADM-based Valuation Information Model / 2018 World Bank Conference on Land and Poverty |
| Uluslararası Tam metin bildiri 11.04.2018 A Database Implementation of LADM Valuation Information Model in Turkish Case Study / A Database Implementation of LADM Valuation Information Model in Turkish Case Study |
| Uluslararası Tam metin bildiri 11.04.2018 The LADM Valuation Module Based on INTERLIS / The 7th Land Administration Domain Model |
| Uluslararası Tam metin bildiri 06.05.2018 Towards Turkish LADM Valuation Information Model Country Profile / FIG Congress 2018 |
| Uluslararası Tam metin bildiri 01.04.2018 3D Data for Better Property Value Estimation in the context of LADM Valuation Information Model / 6th International FIG Workshop on 3D Cadastres |
| Uluslararası Tam metin bildiri 02.10.2018 Co-ownership shares in condominium – A comparison across jurisdictions and standards / 6th International FIG Workshop on 3D Cadastres |
| Uluslararası Özet bildiri airqualitR: An R package on Air Quality Information for Turkey / New Challenges for Statistical Software – The Use of R in Official Statistics The 5th International Conference |
| Uluslararası Tam metin bildiri 14.10.2017 A Web API and Web Application Development for Dissemination of Air Quality Information / GeoAdvances 2017 4th GeoAdvances Workshop |
| Uluslararası Özet bildiri 03.11.2017 Sosyal Bilimler Araştırmacılarının İstatistik Paket Programlarına Karşı Tutumları / 1.Eğitim Bilimleri ve Sosyal Bilimler Kongresi |
| Uluslararası Tam metin bildiri 15.10.2017 Integration of BIM, Web Maps And IoT for Supporting Comfort Analysis / GeoAdvances 2017: 4th International Workshop on GeoInformation Science |
| Ulusal Tam metin bildiri 06.05.2017 Taşınmaz Değerlemesinde Uluslararası Bir Standarda Doğru / TMMOB Harita ve Kadastro Mühendisleri Odası, 16. Türkiye Harita Bilimsel ve Teknik Kurultayı |
| Uluslararası Tam metin bildiri 11.06.2017 Towards Development of Ontologies of International Property Measurement Standards / Pre-conference Workshop of the 20th AGILE International Conference on Geographic Information Science 2017, Bridging space, time, and semantics in GIScience |
| Uluslararası Tam metin bildiri 11.06.2017 A Knowledge Organization System for the Development of an ISO 19152:2012 LADM Valuation Module / FIG Working Week 2017, Surveying the world of tomorrow - From digitalisation to augmented reality |
| Uluslararası Tam metin bildiri 11.06.2017 Towards an International Data Standard for Immovable Property Valuation / FIG Working Week 2017, Surveying the world of tomorrow - From digitalisation to augmented reality |
| Uluslararası Tam metin bildiri 22.06.2012 Standards for Exchange and Storage of 3D Information Challenges and Opportunities for Emergency Response / 4th International Conference on Cartography & GIS |
| Uluslararası Tam metin bildiri 26.06.2007 Building information models a review on storage and exchange mechanisms / CIB W78 Conference : Bringing ITC Knowledge to Work |
| Uluslararası Tam metin bildiri 30.05.2016 An Evaluation of BIM Opportunities in Design Phase of Donor Funded Projects / CIB WORLD BUILDING CONRESS 2016 |
| Uluslararası Tam metin bildiri 12.07.2016 Integration of Geo Sensor Feeds and Event Consumer Services for real time representation of IoT Nodes / XXIII ISPRS Congress |
| Uluslararası Tam metin bildiri 12.07.2016 A Review of Recent Research in Indoor Modelling Mapping / XXIII ISPRS Congress |
| Uluslararası Tam metin bildiri 20.10.2016 Trending Technologies for Indoor FM Looking for Geo in Information / 11th 3D GeoInfo Conference Indoor 3D Workshop |
| Uluslararası Tam metin bildiri 20.10.2016 An Initial Design of ISO 19152:2012 LADM-Based Valuation and Taxation Data Model / 11th 3D Geoinfo Conference |
| Uluslararası Tam metin bildiri 01.11.2014 Semantically rich 3D building and cadastral models for valuation / 4th International Workshop on 3D Cadastres |
| Uluslararası Tam metin bildiri 17.05.2015 Utilizing 3D Building and 3D Cadastre Geometries for Better Valuation of Existing Real Estate / FIG WORKING WEEK 2015 |
| Uluslararası Tam metin bildiri 05.01.2012 An opportunity analysis on the future role of BIMs in urban data management / Urban Data Management Society Conference |
| Uluslararası Tam metin bildiri 01.07.2010 A Synopsis of the Handbook of Research on Building Information Modelling / 18th CIB World Building Congress |
| Uluslararası Tam metin bildiri 20.10.2015 BIM and IoT A Synopsis from GIS Perspective / Joint International GeoInformation Conference |
| Uluslararası Tam metin bildiri 04.11.2010 A Classification System for Representation of Off-Site Manufacturing Concepts Through Virtual Prototyping / 9th International Detail Design in Architecture Conference |
| Uluslararası Tam metin bildiri 27.09.2010 Web-Based Bidding Flow Management System for Road Construction Projects / 9th International Congress on Advances in Civil Engineering |
| Uluslararası Tam metin bildiri 26.10.2011 Barriers to E-Procurement in Turkish AEC Industry" / CIB W078 – W102 Conference: Computer, Knowledge, Building |
| Uluslararası Tam metin bildiri 01.11.2009 IFC to CityGML Transformation Framework for Geo-Analysis: A Water Utility Network / 4th International Workshop on 3D Geo-Information |
| Uluslararası Tam metin bildiri 01.06.2009 A SWOT analysis on the implementation of Building Information Models within the Geospatial Environment / 27th Urban Data Management Symposium |
| Uluslararası Tam metin bildiri 20.05.2009 Two BIM based web-service patterns: BIM SOAP Façade and RESTful BIM / 5th International Conference on Construction in the 21st Century |
| Uluslararası Tam metin bildiri 27.01.2009 The Industrial Viewpoint on the Role of Enterprise Resource Planning Systems in Establishing Information Integration / IRW 2009 International Research Symposium |
| Uluslararası Tam metin bildiri 11.02.2008 The Strategic Role of ICT within the Turkish AEC Industry / CIB International Conference on Building Education and Research Building Resilience |
| Uluslararası Tam metin bildiri 10.09.2008 Evaluating the Integrative Function of ERP systems used within the Construction Industry / eWork and eBusiness in Architecture, Engineering and Construction |
| Uluslararası Tam metin bildiri 26.03.2007 An effort for implementing IFC models in geospatial environment: The system design phase / 4th International Research Symposium (SCRI) |
| Uluslararası Tam metin bildiri 01.10.2007 A Research framework for Implementing Building Information Models in Geospatial Context / 7th International Postrgraduate Research Conference |
| Uluslararası Tam metin bildiri 27.06.2007 Investigating the applicability of IFC in geospatial environment in order to facilitate the Fire Response Management Process / 24th CIB W78 Conference : Bringing ITC knowledge to work |
| Uluslararası Tam metin bildiri 29.06.2005 Representing 3D Building Elements using Spatial Data Structures / Computational Urban Planning and Urban Management 2005 |
| Uluslararası Tam metin bildiri 01.10.2004 Towards the Implementation of the Building Information Models in Geographical Information Systems / 24th Urban Data Management Symposium |
| Uluslararası Tam metin bildiri 01.04.2004 Integrating Building Information models with Geographical Information Systems: The Technology Review / 4th International Postrgraduate Research Conference |
| Uluslararası Tam metin bildiri 01.04.2002 A Survey of IT use in the Turkish Construction Industry / 2nd International Postrgraduate Research Conference in the Built and Human Environment |
|
2026 Artificial Intelligence in Civil Engineering : Recent Advances , Bilimsel Kitap , Bölüm(ler),Multioutput Regression for Reinforced Retaining Wall Optimum Design with Machine Learning AYDIN YAREN,BEKDAŞ GEBRAİL,NİGDELİ SİNAN MELİH,IŞIKDAĞ ÜMİT Springer,BEKDAŞ GEBRAİL, NİGDELİ SİNAN MELİH 978-3-032-07737-0 Erişim Linki |
|
2026 Artificial Intelligence in Civil Engineering:Recent Advances , Bilimsel Kitap , Bölüm(ler),Recent Advences of Artificial Intelligence in Civil Engineering BEKDAŞ GEBRAİL,NİGDELİ SİNAN MELİH,OCAK AYLA,IŞIKDAĞ ÜMİT Springer,BEKDAŞ GEBRAİL, NİGDELİ SİNAN MELİH 978-3-032-07737-0 Erişim Linki |
|
2025 Metaheuristics-Based Materials Optimization:Enhancing Materials Applications , Bilimsel Kitap , Bölüm(ler),Application of adaptive harmony search and machine learning on optimization problems about strength of materials AYDIN YAREN,NİGDELİ SİNAN MELİH,BEKDAŞ GEBRAİL,IŞIKDAĞ ÜMİT,GEEM ZONG WOO Woodhead Publishing,Rajput Shailendra, Sharma Abhishek, Singh Harbinder 9780443291623 Erişim Linki |
|
2024 New Advances in Soft Computing in Civil Engineering : AI-Based Optimization and Prediction , Bilimsel Kitap , Bölüm(ler),Introduction to Data Analysis and Machine Learning Applications in Civil Engineering SARI FATİH TARIK,NİGDELİ SİNAN MELİH,BEKDAŞ GEBRAİL,IŞIKDAĞ ÜMİT Springer,BEKDAŞ GEBRAİL, NİGDELİ SİNAN MELİH 978-3-031-65975-1 Erişim Linki |
|
2024 New Advances in Soft Computing in Civil Engineering: AI-Based Optimization and Prediction , Bilimsel Kitap , Bölüm(ler),Machine Learning Applications in Structural Engineering OCAK AYLA,BEKDAŞ GEBRAİL,NİGDELİ SİNAN MELİH,IŞIKDAĞ ÜMİT Springer,BEKDAŞ GEBRAİL, NİGDELİ SİNAN MELİH 978-3-031-65975-1 Erişim Linki |
|
2024 3D/4D City Modelling : From Sensors to Applications , Bilimsel Kitap , Bölüm(ler),Utilizing BIM as a resource for representation and management of indoor information IŞIKDAĞ ÜMİT,ZLATANOVA SİSİ Whittles Publishing,KOCAMAN GÖKÇEOĞLU SULTAN, AKÇA MEHMET DEVRİM, POLİ DANİELA, REMONDİNO FABİO 978-1849954754 |
|
2023 Hybrid Metaheuristics in Structural Engineering : Including Machine Learning Application , Bilimsel Kitap , Bölüm(ler),Machine Learning Application of Structural Engineering Problems OCAK AYLA,NİGDELİ SİNAN MELİH,BEKDAŞ GEBRAİL,IŞIKDAĞ ÜMİT Springer,BEKDAŞ GEBRAİL, NİGDELİ SİNAN MELİH 978-3-031-34727-6 Erişim Linki |
|
2023 Hybrid Metaheuristics in Structural Engineering : Including Machine Learning Applications , Bilimsel Kitap , Bölüm(ler),Comparison of Multilayer Perceptron and Other Methods for Prediction of Sustainable Optimum Design of Reinforced Concrete Columns AYDIN YAREN,BEKDAŞ GEBRAİL,NİGDELİ SİNAN MELİH,IŞIKDAĞ ÜMİT,GEEM ZONG WOO Springer,BEKDAŞ GEBRAİL, NİGDELİ SİNAN MELİH 978-3-031-34727-6 Erişim Linki |
|
2023 Hybrid Metaheuristics in Structural Engineering : Including Machine Learning Applications , Bilimsel Kitap , Bölüm(ler),Artificial Intelligence and Deep Learning in Civil Engineering OCAK AYLA,NİGDELİ SİNAN MELİH,BEKDAŞ GEBRAİL,IŞIKDAĞ ÜMİT Springer, 978-3-031-34727-6 Erişim Linki |
|
2023 Hybrid Metaheuristics in Structural Engineering : Including Machine Learning Applications , Bilimsel Kitap , Bölüm(ler),The State of Art in Machine Learning Applications in Civil Engineering AYDIN YAREN,BEKDAŞ GEBRAİL,IŞIKDAĞ ÜMİT,NİGDELİ SİNAN MELİH Springer,BEKDAŞ GEBRAİL, NİGDELİ SİNAN MELİH 978-3-031-34727-6 Erişim Linki |
|
2016 Encyclopedia of GIS , Bilimsel Kitap , Bölüm(ler),3D Indoor Models and Their Applications ZLATANOVA SİSİ,IŞIKDAĞ ÜMİT Springer,Shekhar, Shashi, Xiong, Hui, Zhou, Xun 978-3-319-23519-6 Erişim Linki |
|
2015 Enhanced Building Information Models Using IoT Services and Integration Patterns , Bilimsel Kitap , Tümü, IŞIKDAĞ ÜMİT Springer, 9783319218250 Erişim Linki |
|
2014 Innovations in 3D Geo-Information Sciences , Bilimsel Kitap , Bölüm(ler),A RESTful Service for Linking Sensors and Cellular Spaces IŞIKDAĞ ÜMİT Springer,IŞIKDAĞ ÜMİT 978-3-319-00514-0 Erişim Linki |
|
2012 Urban and Regional Data Management , Bilimsel Kitap , Bölüm(ler),An opportunity analysis on the future role of BIMs in urban data management IŞIKDAĞ ÜMİT,ZLATANOVA SİSİ,UNDERWOOD JASON Taylor and Francois Group, |
|
2012 Advances in Business and Management. Volume 4 , Bilimsel Kitap , Bölüm(ler),The Strategic Role of ICT in the Construction Industry: A Comparative Analysis of the UK and Turkish Sectors UNDERWOOD JASON,IŞIKDAĞ ÜMİT,KURUOĞLU MURAT,İRTEM ERDAL Nova Publishers,Nelson William D. 978-1613247051 |
|
2012 Construction Innovation and Process Improvement , Bilimsel Kitap , Bölüm(ler),Building Information Modelling IŞIKDAĞ ÜMİT,UNDERWOOD JASON,KURUOĞLU MURAT Wiley Blackwell,Akintoye Akintola, Goulding Jack, Zawdie Girma 9781405156486 Erişim Linki |
|
2010 Handbook of Research on Building Information Modeling and Construction Informatics Concepts and Technologies Concepts and Technologies , Bilimsel Kitap , Tümü, UNDERWOOD JASON,IŞIKDAĞ ÜMİT IGI GLOBAL, |
|
2010 Handbook of Research on Building Information Modeling and Construction Informatics: Concepts and Technologies , Bilimsel Kitap , Bölüm(ler),Geospatial Views for RESTful BIM IŞIKDAĞ ÜMİT,UNDERWOOD JASON,KURUOĞLU MURAT,Abdul Rahman Alias IGI Global,UNDERWOOD JASON, IŞIKDAĞ ÜMİT 9781605669281 Erişim Linki |
|
2010 Data Mining and Managenment , Bilimsel Kitap , Bölüm(ler),Managing Building Information Models IŞIKDAĞ ÜMİT,UNDERWOOD JASON Nova Publishers,Spendler Lawrence I. 978-1-60741-289-2 |
|
2009 Urban and Regional Data Management , Bilimsel Kitap , Bölüm(ler),A SWOT analysis on the implementation of Building Information Models within the Geospatial Environment IŞIKDAĞ ÜMİT,ZLATANOVA SİSİ Taylor & Francis Group, |
|
2009 Developments in 3D Geo Information Sciences , Araştırma (Tez Hariç) Kitabı , Bölüm(ler),Interactive modelling of buildings in Google Earth: A 3D tool for Urban Planning IŞIKDAĞ ÜMİT,ZLATANOVA SISI Springer,Neutens Tijs , Maeyer Philippe |
|
2009 3D Geo Information Sciences , Araştırma (Tez Hariç) Kitabı , Bölüm(ler),Towards defining a framework for automatic generation of buildings in CityGML using building information models IŞIKDAĞ ÜMİT,ZLATANOVA SISI Springer,Lee Jiyeong, Zlatanova Siyka 9783642099519 |
|
2009 Handbook of Research on Social Interaction Technologies and Collaboration Software: Concepts and Trends , Bilimsel Kitap , Bölüm(ler),Blogs and Forums in a Presidential Election Process in Turkey ULUÇ GÜLİZ,YILMAZ MEHMET,IŞIKDAĞ ÜMİT IGI Global,Dumova Tatyana, Fiordo Richard 9781605663685 Erişim Linki |