Mimar Sinan Güzel Sanatlar Üniversitesi Açık Bilim, Sanat Arşivi
Açık Bilim, Sanat Arşivi, Mimar Sinan Güzel Sanatlar Üniversitesi tarafından doğrudan ve dolaylı olarak yayınlanan; kitap, makale, tez, bildiri, rapor gibi tüm akademik kaynakları uluslararası standartlarda dijital ortamda depolar, Üniversitenin akademik performansını izlemeye aracılık eder, kaynakları uzun süreli saklar ve yayınların etkisini artırmak için telif haklarına uygun olarak Açık Erişime sunar.MSGSÜ'de Ara
Yazar "Isikdag, Umit" için listeleme
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3 Dimensional data research for property valuation in the context of the LADM Valuation Information Model
Kara, Abdullah; van Oosterom, Peter; Cagdas, Volkan; Isikdag, Umit; Lemmen, Christiaan (Elsevier Sci Ltd, 2020)Property valuation is a process that promotes sustainable development as it supports and forms several land management activities. Access to information on the legal, geometric, physical, locational and environmental ... -
Advanced SOA patterns for building information models
Isikdag, Umit (Springer, 2015)Two styles of Web services exist today: Simple Object Access Protocol (SOAP) and REST. Representational State Transfer (REST) is often preferred over the more heavyweight SOAP because REST does not leverage as much bandwidth. ... -
Building information models: An introduction
Isikdag, Umit (Springer, 2015)A building information model (BIM) can be defined as the digital representation of a building that contains semantic information about the building elements. The keyword BIM also defines an information management process ... -
A case study on the beacon technology implementation in an underground station
Atalay, Gizem; Isikdag, Umit (Springer, 2020)Beacon Technology is one of the wireless network technologies that work with Bluetooth Low Energy Technology (BLE). This technology was chosen to enable tracking of people and acquisition information in a high capacity ... -
Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach
Cakiroglu, Celal; Aydin, Yaren; Bekdas, Gebrail; Isikdag, Umit; Sadeghifam, Aidin Nobahar; Abualigah, Laith (Elsevier Science Sa, 2024)Since the cooling systems used in buildings in hot climates account for a significant portion of the energy consumption, it is very important for both economy and environment to accurately predict the cooling load and ... -
Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach (vol 313, 114254, 2024)
Cakiroglu, Celal; Aydin, Yaren; Bekdas, Gebrail; Isikdag, Umit; Sadeghifam, Aidin Nobahar; Abualigah, Laith (Elsevier Science Sa, 2024)[Abstract Not Available] -
Energy analysis of wall materials using building information modeling (BIM) of public buildings in the tropical climate countries
Sadeghifam, Aidin Nobahar; Marsono, Abdul Kadir; Kiani, Iman; Isikdag, Umit; Bavafa, Ali Asghar; Tabatabaee, Sanaz (Penerbit UTM Press, 2016)During the previous two decades, the energy saving potential using systematic building management is considered to be important which should be considered through the building lifecycle. Among the wide range types of ... -
ENERGY ANALYSIS OF WALL MATERIALS USING BUILDING INFORMATION MODELING (BIM) OF PUBLIC BUILDINGS IN THE TROPICAL CLIMATE COUNTRIES
Sadeghifam, Aidin Nobahar; Marsono, Abdul Kadir; Kiani, Iman; Isikdag, Umit; Bavafa, Ali Asghar; Tabatabaee, Sanaz (Penerbit Utm Press, 2016)During the previous two decades, the energy saving potential using systematic building management is considered to be important which should be considered through the building lifecycle. Among the wide range types of ... -
Enhanced building information models: Using IoT services and integration patterns
Isikdag, Umit (Springer International Publishing, 2015)This book explains how to combine and exploit sensor networks and internet-of-things (IoT) technologies and Web-service design patterns to enrich and integrate Building Information Models (BIMs). It provides approaches and ... -
Estimating Construction Material Indices with ARIMA and Optimized NARNETs
Isikdag, Umit; Hepsag, Aycan; Biyikli, Sureyya Imre; Oz, Derya; Bekdas, Gebrail; Geem, Zong Woo (Tech Science Press, 2023)Construction Industry operates relying on various key economic indicators. One of these indicators is material prices. On the other hand, cost is a key concern in all operations of the construction industry. In the uncertain ... -
An evaluation of barriers to E-Procurement in Turkish construction industry
Isikdag, Umit (Blue Eyes Intelligence Engineering and Sciences Publication, 2019)What: E-procurement provides chances for enhancing the traditional procurement approaches of the construction industry. Both suppliers and buyers in the supply chain utilize e-procurement methods as these help in the ... -
Explainable machine learning models for predicting the axial compression capacity of concrete filled steel tubular columns
Cakiroglu, Celal; Islam, Kamrul; Bekdas, Gebrail; Isikdag, Umit; Mangalathu, Sujith (Elsevier Sci Ltd, 2022)Concrete-filled steel tubular (CFST) columns have been popular in the construction industry due to enhanced mechanical properties such as higher strength and ductility, higher seismic resistance, and aesthetics. Extensive ... -
FORECASTING PM10 CONCENTRATIONS BASED ON MACHINE AND DEEP LEARNING
Isikdag, Umit (Parlar Scientific Publications (P S P), 2022)A significant correlation exists between chronic exposure to a high level of particulate matter (PM) and an increase in health risks. To track and foresee particulate matter levels is necessary to reduce health risks and ... -
Foundational SOA patterns for complex information models
Isikdag, Umit (Springer, 2015)In domains where detailed semantic information coupled with detailed geometric representations is of key importance, such as city modelling, construction, aircraft industry, ship production and so on, information models ... -
The future of building information modelling: BIM 2.0
Isikdag, Umit (Springer, 2015)The first evolution of BIM was from being a shared warehouse of information to an information management strategy. Now the BIM is evolving from being an information management strategy to being a construction management ... -
IDENTIFYING LEVELS OF OCCUPANCY IN BUILDINGS USING AUTOMATED MACHINE LEARNING
Isikdag, Umit (Parlar Scientific Publications (P S P), 2021)Buildings are the key contributors to energy consumption. Knowledge on the occupancy of indoor spaces plays an important role in the estimation of building's energy use. The indoor occupancy status and levels can be estimated ... -
Internet of things: Single-board computers
Isikdag, Umit (Springer, 2015)The present can be regarded as the start of the Internet of Things (IoT) era. IoT covers the utilization of sensors and near-field communication hardware such as RFID or NFC, together with embedded computing devices. The ... -
Internet of things: Software platforms
Isikdag, Umit (Springer, 2015)The Internet of Things (IoT) architectures do not only consist of hardware. The IoT hardware would require operating systems to work and also need to implement communication protocols to communicate with other devices and ... -
The LADM Valuation Information Model and its application to the Turkey case
Kara, Abdullah; Cagdas, Volkan; Isikdag, Umit; van Oosterom, Peter; Lemmen, Christiaan; Stubkjaer, Erik (Elsevier Sci Ltd, 2021)Spatial data in a Land Administration (LA) establish a fundamental geospatial data theme (see UN GGIM, 2018) and the integrated geospatial information framework for any Spatial Data Infrastructure (SDI). Domain-specific ... -
A machine learning approach on occupant number prediction for indoor spaces
Isikdag, Umit; Sahin, Kemal; Cansiz, Sergen (International Society for Photogrammetry and Remote Sensing, 2018)The knowledge about the occupancy of an indoor space can serve to various domains ranging from emergency response to energy efficiency in buildings. The literature in the field presents various methods for occupancy ...
