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Machine learning-based classification of maritime accidents
SHIPS AND OFFSHORE STRUCTURES, Ocak 2025, ISSN: 1744-5302
ATAK ÜSTÜN,DEMİRAY AHMET
Üstün Atak Özgün Makale "Maritime transportation""accident analysis""machine learning""classification"
Best Paper Award 'Machine Learning for Communications and Networking''
IEEE International Conference on Communications, 2024
Algorithmic Trading with Machine Learning
Mathematical Sciences, Xi'an Jiaotong University, 2019
JUAN DU
Ahmet Göncü Tez Doktora Tamamlandı
A Literature Review on Machine Learning in The Food Industry
Alphanumeric Journal, Vol. 11, Aralık 2023, ISSN: 2148-2225
AÇIKGÖZ FURKAN,VERÇİN LEYLA,ERDOĞAN GAMZE
Gamze Erdoğan Özgün Makale Machine Learning Food Food Industry Support Vector Machine Classification
Explainable Artificial Intelligence for Machine Learning-Based Photogrammetric Point Cloud Classification
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, Vol. 17, Şubat 2024, s. 13, ISSN: 1939-1404
ATİK MUHAMMED ENES,DURAN ZAİDE,ŞEKER DURSUN ZAFER
Muhammed Enes Atik Özgün Makale Point cloud compression Three-dimensional displays Feature extraction Deep learning Buildings Solid modeling Explainable AI Classification explainable artificial intelligence (XAI) feature selection machine learning photogrammetry point cloud
Outlier Detection in Wireless Sensor Networks Based on Machine Learning: Review
2024 IEEE 16th International Conference on Computational Intelligence and Communication Networks (CICN), 22 Aralık 2024
SHAYEA IBRAHEEM ABDULLAH MOHAMMED
Ibraheem Abdullah Mohammed Shayea Tam metin bildiri Wireless sensor networks Machine learning algorithms Reviews Data integrity Medical services Energy efficiency Security Internet of Things Anomaly detection Faces
Variant Analysis in Human Genome Sequences Using Surrogate Modelling and Machine Learning
V. INTERNATIONAL APPLIED STATISTICS CONGRESS (UYIK - 2024), İstanbul/TÜRKİYE, 21 Mayıs 2024
AYDIN FURKAN,TUNA SÜHA
Süha Tuna Tam metin bildiri Variant Analysis Genomic Sequences Enhanced multivariance Products Representation Machine learning Gen network Analysis
Machine-Learning-Based Classification of Urban Voids: Case Study of “Balat and Fener, Istanbul, Turkey”
SPACE International Journal of Conference Proceedings, Vol. 3, No. 1, Temmuz 2023, s. 17-24, ISSN: 2977-814X
SAMADİ MOJTABA, AKÇAY KAVAKOĞLU AYŞEGÜL
Ayşegül Akçay Kavakoğlu Özgün Makale urban voids interim reuse decision tree machine learning climate change mitigation
A comparative study of machine learning-based load balancing in high-speed
ALEXANDRIA ENGINEERING JOURNAL, Vol. 72, Ocak 2023, s. 13, ISSN: 1110-0168
SHAYEA IBRAHEEM ABDULLAH MOHAMMED
Ibraheem Abdullah Mohammed Shayea Özgün Makale Load balancing Machine learning High-speed railways Regression Handover margin Time-to-Trigger Radio link failure Handover ping-pong
Comparative Study of Hyperspectral Imagery Classification with SVM and Ensemble Machine Learning Methods
6th Intercontinental Geoinformation Days (IGD), Bakü/AZERBAYCAN, 13 Haziran 2023
ATİK ŞAZİYE ÖZGE
Şaziye Özge Atik Tam metin bildiri ENSEMBLE METHODSMACHINE LEARNINGHYPER-SPECTRAL
Bug Prediction of SystemC Models Using Machine Learning
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, Vol. 38, No. 3, Ocak 2019, s. 11, ISSN: 0278-0070
EFENDİOĞLU MUSTAFA,ŞEN MEHMET ALPER,KÖROĞLU YAVUZ
Yavuz Köroğlu Özgün Makale Bug prediction machine learning (ML) SystemC verification
Music Genre Classification and Recommendation by Using Machine Learning Techniques
2018 Innovations in Intelligent Systems and Applications Conference (ASYU), Adana/TÜRKİYE, 4 Ekim 2018
ELBİR AHMET,ÇAM HİLMİ BİLAL,İYİCAN MEHMET EMRE,ÖZTÜRK BERKAY,AYDIN NİZAMETTİN
Nizamettin Aydın Tam metin bildiri Music genre ClassificationMachine LearningDeep LearningAcoustic features
Explainable Artificial Intelligence for Machine Learning-Based Photogrammetric Point Cloud Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 17, Ocak 2024, ISSN: 1939-1404
ATİK MUHAMMED ENES,DURAN ZAİDE,ŞEKER DURSUN ZAFER
Zaide Duran Özgün Makale Point cloud compression Three-dimensional displays Feature extraction Deep learning Buildings Solid modeling Explainable AI Classification explainable artificial intelligence (XAI) feature selection machine learning photogrammetry point cloud
Detection of Hazelnut Orchards with Sentinel-2 imagery and machine learning classification algorithms
Symposium on GeoSpatial Technologies: Visions and Horizons 2025 (GeoVisions2025), 8 Ekim 2025
ŞENGÜL GAFUR SEMİ,TÜMER İLAY NUR,SERTEL ELİF,USTAOĞLU BEYZA
İlay Nur Tümer Tam metin bildiri Hazelnut Remote sensing Sentinel-2 Machine learning Classification Phenological stages.
A multi-spectral myelin annotation tool for machine learning based myelin quantification
F1000 Research Ltd, Vol. 9, Kasım 2023, ISSN: 2046-1402
ÇAPAR ABDULKERİM, ÇİMEN SİBEL, ALADAG ZEYNEP, EKİNCİ DURSUN ALİ, AYTEN UMUT ENGİN, KERMAN BİLAL ERSEN, TÖREYİN BEHÇET UĞUR
Abdulkerim Çapar Özgün Makale myelin annotation tool myelin quantification fluorescence images machine learning image analysis
Integration Modes Between MCDM Methods and Machine Learning Algorithms: A Structured Approach for Framework Development
MATHEMATICS, Vol. 14, No. 1, Ocak 2026, ISSN: 2227-7390
KOCAMAN HATİCE,ASAN UMUT
Umut Asan Özgün Makale "multi-criteria decision making""machine learning""integration modes""correspondence analysis""cluster analysis""discriminant analysis""evidence-based framework""criteria development"
Machine learning tree trimming for faster Markov reward game solutions
Journal of Computational Science, Vol. 92, Aralık 2025, s. 102726, ISSN: 1877-7503
İZGİ BURHANEDDİN,ÖZKAYA MURAT,ÜRE NAZIM KEMAL,PERC MATJAZ
Burhaneddin İzgi Özgün Makale Machine learning Convolutional neural networks Matrix norm-based method Markov decision process Markov reward games
Machine Learning-Based Error Correction Codes and Communication Protocols for Power Line Communication: An Overview
IEEE Access, Vol. 11, Ocak 2023, s. 124760-124781, ISSN: 2169-3536
AKINCI TAHİR ÇETİN, ERDEMİR GÖKHAN, ZENGİN AYDIN TARIK, ŞEKER ŞAHİN SERHAT, IDRİSS ABDOULKADER IBRAHİM
Aydın Tarık Zengin Derleme Makale Power line communication error correction codes machine learning transmission control protocols communication protocols power networks
A framework proposal for machine learning-driven agent-based models through a case study analysis
SIMULATION MODELLING PRACTICE AND THEORY, Vol. 123, Ocak 2023, s. 20, ISSN: 1569-190X
TURGUT YAKUP, BOZDAĞ CAFER ERHAN
Cafer Erhan Bozdağ Özgün Makale Agent-based modeling Machine learning Supervised learning
Machine learning based visibility estimation to ensure safer navigation in strait of Istanbul
APPLIED OCEAN RESEARCH, Vol. 112, Temmuz 2021, ISSN: 0141-1187
UYANIK TAYFUN, KARATUĞ ÇAĞLAR, ARSLANOĞLU YASİN
Yasin Arslanoğlu Özgün Makale Safe navigation Risk assessment Istanbul strait Machine learning Visibility prediction

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