A multi-perspective input selection strategy for daily net ecosystem exchange predictions based on machine learning methods
Theoretical and Applied Climatology, Ekim 2022, ISSN: 0177-798X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ALTINBAŞ NİLCAN, ÖZGER MEHMET, ŞAYLAN LEVENT
|
Investigation of Influential Parameters on Energy Dissipation Capacity of RC Shear Walls Based on Machine Learning Methods
6th International Conference on Earthquake Engineering and Seismology, Kocaeli/TÜRKİYE, 13 Ekim 2021
DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH, TOPALOGLU BERKAY
|
A grid search optimized extreme learning machine approach for customer churn prediction
Journal of Engineering Research, Vol. 11, No. 3, Eylül 2023, s. 100-111, ISSN: 2307-1877
KOÇOĞLU FATMA ÖNAY, ÖZCAN TUNCAY
|
Machine learning methods for predicting marine port accidents: a case study in container terminal
Ships and Offshore Structures, Vol. 17, No. 11, Aralık 2021, ISSN: 1744-5302
ATAK ÜSTÜN, ARSLANOĞLU YASİN
|
Machine learning-based predictive models for equivalent damping ratio of RC shear walls
BULLETIN OF EARTHQUAKE ENGINEERING, Vol. 21, Ocak 2023, s. 293-318, ISSN: 1570-761X
TAHAEİ YAGHOUBİ SİAMAK, DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH
|
Detection of mucilage phenomenon in the Sea of Marmara by using multi-scale satellite data
Environmental Monitoring and Assessment, Vol. 194, Ocak 2022, s. 1-18, ISSN: 0167-6369
TUZCU KOKAL AYLİN, OLĞUN KIYAK NAZLI, MUSAOĞLU NEBİYE
|
Determination of burned areas using Sentinel-2A imagery and machine learning classification algorithms
4th Intercontinental Geoinformation Days (IGD), TABRIZ/İRAN, Vol. 4, No. 1, 20 Haziran 2022, s. 43-46
ARIKAN CEYDANUR,TÜMER İLAY NUR,AKSOY SAMET,SERTEL ELİF
|
Machine learning-based predictive models for equivalent damping ratio of RC shear walls
BULLETIN OF EARTHQUAKE ENGINEERING, Vol. 21, Ocak 2023, s. 293-318, ISSN: 1570-761X
TAHAEİ YAGHOUBİ SİAMAK, DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH
|
EVALUATION OF MACHINE LEARNING BASED ALGORITHMS FOR DETERMINING LAND COVER CHANGE WITH MULTI-TEMPORAL SENTINEL-2 SATELLITE IMAGES
43rd Asian Conference on Remote Sensing (ACRS 2022), Ulaanbaatar/MOĞOLİSTAN, 3 Ekim 2022, s. 1-8
KETENCİ YAREN, ALGANCI UĞUR, ŞEKER DURSUN ZAFER
|
Data poisoning attacks against machine learning algorithms
Elsevier BV, Vol. 208, Aralık 2022, s. 1-20, ISSN: 0957-4174
YERLİKAYA FAHRİ ANIL, BAHTİYAR ŞERİF
|
Fuzzy Soft Set Based Stock Prediction Model Integrating Machine Learning with Deep Sentiment Analysis
Journal of Multiple-Valued Logic and Soft Computing, Vol. 39, Mart 2022, s. 201-224, ISSN: 1542-3980
SİVRİ MAHMUT SAMİ, ÜSTÜNDAĞ ALP
|
Hull cleaning effects on CO2 emissions: estimation with machine learning methods
5th International Mediterranean Science and Engineering Congress (IMSEC 2020), 21 Ekim 2020
ELİDOLU GİZEM, UYANIK TAYFUN, KARABIYIK PINAR, ARSLANOĞLU YASİN
|
Developing meta-heuristic optimization based ensemble machine learning algorithms for hydraulic efficiency assessment of storm water grate inlets
Urban Water Journal, Vol. 19, Ekim 2022, ISSN: 1573-062X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ÖZGER MEHMET
|
Customized AutoML: An Automated Machine Learning System for Predicting Severity of Construction Accidents
Buildings, Vol. 12, No. 11, Kasım 2022, ISSN: 2075-5309
TOĞAN VEDAT, AYÖZEN YUNUS EMRE, MOSTOFİ FATEMEH, TOKDEMİR ONUR BEHZAT
|
Determination of burned areas using Sentinel-2A imagery and machine learning classification algorithms
4th Intercontinental Geoinformation Days, 20 Haziran 2022
AKSOY SAMET, ARIKAN CEYDA NUR, TÜMER İLAY NUR, SERTEL ELİF
|
Reciprocal style and information transfer between historical Istanbul Pervititch Maps and satellite views using machine learning
Estoa. Revista de la Facultad de Arquitectura y Urbanismo de la Universidad de Cuenca, Vol. 11, No. 11, Temmuz 2022, s. 71-81, ISSN: 1390-7263
ALAÇAM SEMA, KARADAĞ İLKER, GÜZELCİ ORKAN ZEYNEL
|
A Machine Learning-based Model to Predict the Cap Geometry of Anatolian Seljuk Kümbets
Periodica Polytechnica Architecture, Vol. 53, No. 3, Aralık 2022, s. 207-219, ISSN: 1789-3437
GÜZELCİ ORKAN ZEYNEL
|
EDU-AI: a twofold machine learning model to support classroom layout generation
Construction Innovation, Vol. 23, No. 4, Temmuz 2023, s. 898-914, ISSN: 1471-4175
KARADAĞ İLKER, GÜZELCİ ORKAN ZEYNEL, ALAÇAM SEMA
|
Point Cloud Classification Using Machine Learning Algorithms and Selection of Relevant Features
The 5th Intercontinental Geoinformation Days, New Delhi/HİNDİSTAN, 14 Aralık 2022
ATİK MUHAMMED ENES, DURAN ZAİDE
|
Deep Learning Models for Physiological Data Classification of Children During Computerized Auditory Tests: Deep Learning-Based Emotion Recognition in Child-Computer Interaction Handbook of Research on New Investigations in Artificial Life, AI, and Machine Learning
2022, IGI Global
EROL BARKANA DUYGUN, KAŞIKÇI ITIR, KÖSE HATİCE, GÜMÜŞLÜ ELİF, YILAR SELMA, DEMİRPENÇE SEÇİNTİ DİLARA
|