Machine Learning-Based Supervised Classification of Point Clouds Using Multiscale Geometric Features
ISPRS International Journal of Geo-Information, Vol. 10, No. 3, Mart 2021, ISSN: 2220-9964
ATİK MUHAMMED ENES, DURAN ZAİDE, ŞEKER DURSUN ZAFER
|
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
|
Optimal band selection using explainable artificial intelligence for machine learning-based hyperspectral image classification
Journal of Applied Remote Sensing, Vol. 18, No. 4, Temmuz 2024, ISSN: 1931-3195
ATİK ŞAZİYE ÖZGE,ATİK MUHAMMED ENES
|
Brain Inspired Cortical Coding Method for Fast Clustering and Codebook Generation
Entropy, Vol. 24, No. 11, Kasım 2022, ISSN: 1099-4300
YÜCEL MERİÇ, BAGİS SERDAR, SERTBAŞ AHMET, ÜSTÜNDAĞ BURAK BERK
|
A Machine Learning Approach Utilizing Different Features for Structural Damage Detection
14th International Congress on Advances in Civil Engineering, ACE 2020-21, İstanbul/TÜRKİYE, 6 Eylül 2021
GÜNEŞ BURCU, OK EFKAN
|
Localizing structural damage based on auto-regressive with exogenous input model parameters and residuals using a support vector machine based learning approach
Frontiers of Structural and Civil Engineering, Vol. 18, No. 10, Ekim 2024, s. 1492-1506, ISSN: 2095-2430
GÜNEŞ BURCU
|
One-class machine learning approach for localized damage detection
JOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING, Vol. 12, Temmuz 2022, s. 1115-1131, ISSN: 2190-5452 / 2190-5479
GÜNEŞ BURCU
|
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 Based Approaches for Short Term Sales Forecasting in E-Commerce
The 22th International Symposium for Production Research (ISPR2022), 6 Ekim 2022, ISSN: 2195-4356
ALTUNCU MEHMET ARDIL, TAŞTAN MUHAMMED HAMZA, ÖZCAN TUNCAY
|
Salesperson Churn Prediction with Machine Learning Approaches in the Retail Industry
The 22th International Symposium for Production Research (ISPR2022), 6 Ekim 2022, ISSN: 2195-4356
CÖMERT GİZEM, ÖZCAN TUNCAY, KAYA TOLGA
|
Diagnosis of Diabetes Mellitus Using Statistical Methods and Machine Learning Algorithms
4th International Management Information Systems Conference 2017, 17 Ekim 2017, s. 199-199
PEKEL EBRU,ÖZCAN TUNCAY
|
DIAGNOSIS OF DIABETES MELLITUS USING STATISTICAL METHODS AND MACHINE LEARNING ALGORITHMS
Sigma Journal of Engineering and Natural Sciences, Vol. 36, No. 4, Aralık 2018, s. 1265-1282, ISSN: 1304-7191
PEKEL EBRU,ÖZCAN TUNCAY
|
Prediction of Adhesion Strength Using Extreme Learning Machine and Support Vector Regression Optimized with Genetic Algorithm
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, Vol. 45, No. 8, Ağustos 2020, s. 6985-7004, ISSN: 2193-567X
HAZIR ENDER,ÖZCAN TUNCAY,KOÇ KÜÇÜK HÜSEYİN
|
Metaheuristics Approaches to Solve the Employee Bus Routing Problem With Clustering-Based Bus Stop Selection In Artificial Intelligence and Machine Learning Applications in Civil, Mechanical, and Industrial Engineering
2020, s. 216-239, IGI Global
BÜYÜKSAATÇI KİRİŞ SİNEM,ÖZCAN TUNCAY
|
The Contribution of Explainable Machine Learning Algorithms Using ROI-based Brain Surface Morphology Parameters in Distinguishing Early-onset Schizophrenia From Bipolar Disorder
Academic Radiology, Mayıs 2024, ISSN: 1076-6332
TAKIR ŞEYMA,KÖSE HATİCE
|
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
|
Calorific value prediction of coal and its optimization by machine learning based on limited samples in a wide range
Elsevier BV, Vol. 277, Ağustos 2023, ISSN: 0360-5442
BÜYÜKKANBER KAAN, AÇMA HANZADE, YAMAN SERDAR
|
A Machine Learning Approach for the Prediction of Solid Fuels Consumption in Turkey
18th International Conference on Environmental Science and Technology CEST 2023, Athens/YUNANİSTAN, 30 Ağustos 2023
ÇELİK NURİ, KONYALIOĞLU AZİZ KEMAL
|
Frequency difference based DNA encoding methods in human splice site recognition
2017 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK), Antalya/TÜRKİYE, 5 Ekim 2017, s. 586-591
PASHAEI ELHAM,AYDIN NİZAMETTİN
|
Tuning Hyperparameters of Machine Learning Algorithms and Deep Neural Networks Using Metaheuristics: A Bioinformatics Study on Biomedical and Biological Cases
Computational Biology and Chemistry, Vol. 97, Nisan 2022, ISSN: 1476-9271
NEMATZADEH MIANDOAB SAJJAD, KIANI FARZAD, TORKAMANIAN AFSHAR MAHSA, AYDIN NİZAMETTİN
|