Výsledky vyhľadávania - Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence

Thermodynamics behavior prediction of nickel alloys at elevated temperatures with artificial intelligence ; Yapay zeka ile yüksek sıcaklıktaki nikel alaşımları için termodinamik davranışın tahmini

Autori: Dinçer, Mehmet Şamil Sargın, Irmak Department of Metallurgical and Materials Engineering

Prispievatelia: Dinçer, Mehmet Şamil Sargın, Irmak Department of Metallurgical and Materials Engineering

Predmety: Bayesian Neural Network (BNN), Calculation of Phase Diagram (CALPHAD), High Throughput Calculation (HTC), Nickel-Based Superalloys, Arbis Subjects::Engineering and Technology::Metallurgical and Materials Engineering::Material science and engineering::Metallic Materials, Arbis Subjects::Engineering and Technology::Metallurgical and Materials Engineering::Other, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Computer Learning, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Uncertainity Management

Popis súboru: 77 pages; application/pdf

Relation: https://hdl.handle.net/11511/116631

Dostupnosť: https://hdl.handle.net/11511/116631

AI-Driven 5G and beyond mobile networks: reliability, mobility insights, and sustainable operations ; Yapay zeka destekli 5G ve ötesi mobil şebekeler: güvenilirlik, hareketlilik içgörüleri ve sürdürülebilir işletim

Autori: Aktaş, Semih Alemdar, Hande Department of Computer Engineering

Prispievatelia: Aktaş, Semih Alemdar, Hande Department of Computer Engineering

Predmety: AI-driven mobile network, 5G and beyond, radio link failure, mobility analysis, disaster management, sustainability, energy saving, Arbis Subjects::Engineering and Technology, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Arbis Subjects::Engineering and Technology::Information Systems, Communication and Control Engineering::Communication Engineering::Telecommunication Applications, Communication and Control Engineering::Communication Engineering::Wireless Communication

Popis súboru: application/pdf

Relation: https://hdl.handle.net/11511/115617

Dostupnosť: https://hdl.handle.net/11511/115617

Bridging AI and Personalization: From Social Media Insights to Targeted Marketing ; Yapay Zeka ve Kişiselleştirme: Sosyal Medya İçgörülerinden Hedefli Pazarlamaya

Autori: Çetinkaya, Yusuf Mücahit Toroslu, İsmail Hakkı Department of Computer Engineering

Prispievatelia: Çetinkaya, Yusuf Mücahit Toroslu, İsmail Hakkı Department of Computer Engineering

Predmety: AI-driven personalization, social media, targeted marketing, user segmentation, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Computer Learning and Pattern Recognition::Natural Language Processing, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Text/Document Processing, Computer Learning and Pattern Recognition::Human Computer Interaction

Popis súboru: application/pdf

Relation: https://hdl.handle.net/11511/113348

Dostupnosť: https://hdl.handle.net/11511/113348

GENERALIZED OUTLIER EXPOSURE FOR ROBUST OUT-OF-DISTRIBUTION DETECTION: A STUDY ON MIXING, FILTERING, AND AUGMENTATION ; SAĞLAM DAĞILIM DIŞI TESPİTİ İÇİN GENELLEŞTİRİLMİŞ AYKIRI VERİYE MARUZ BIRAKMA: KARIŞTIRMA, FİLTRELEME VE VERİ ARTIRMA ÜZERİNE BİR ÇALIŞMA

Autori: Öztel, Fatma Altan, Koçyiğit Department of Data Informatics

Prispievatelia: Öztel, Fatma Altan, Koçyiğit Department of Data Informatics

Predmety: Out-of-distribution Detection, Outlier Exposure Based OOD Detection, Mixup, Filtering, Augmentation, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision

Popis súboru: application/pdf

Relation: https://hdl.handle.net/11511/115588

Dostupnosť: https://hdl.handle.net/11511/115588

Hypernetwork-based hybrid recommendation system enhanced by LLM-augmented representations ; Büyük dil modelleri ile zenginleştirilen temsillerle güçlendirilmiş hiper-ağ tabanlı hibrit öneri sistemi

Autori: Aytekin, Berke Ateş Ertekin Bolelli, Şeyda Department of Computer Engineering

Prispievatelia: Aytekin, Berke Ateş Ertekin Bolelli, Şeyda Department of Computer Engineering

Predmety: Recommendation systems, Personalization, Large language models, Hypernetworks, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks

Popis súboru: 91 pages; application/pdf

Relation: https://hdl.handle.net/11511/115578

Dostupnosť: https://hdl.handle.net/11511/115578

Joint Temperature-Luminosity Classification of Stellar Spectra with a Distance-Aware Loss Function ; Mesafeye Duyarlı Kayıp Fonksiyonu ile Yıldız Spektrumlarının Ortak Sıcaklık-Parlaklık Sınıflandırması

Autori: Sezen, Volga Temizel, Alptekin Department of Data Informatics

Prispievatelia: Sezen, Volga Temizel, Alptekin Department of Data Informatics

Predmety: Stellar Classification, 1D CNN, Morgan-Keenan Grid, Ordinal Classification, Distance Aware Loss, Arbis Subjects::Natural Sciences::Physics::Astronomy and Astrophysics::Stars, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision::Computer Vision, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks

Popis súboru: application/pdf

Relation: https://hdl.handle.net/11511/115569

Dostupnosť: https://hdl.handle.net/11511/115569

Minimizing Ghosting in High Dynamic Range Images and Videos with Hybrid Approaches and Event Guidance ; Hibrit Yaklaşımlar ve Olay Rehberliği ile Yüksek Dinamik Aralıklı Görüntü ve Videolarda Hayaletlenmeyi En Aza İndirme

Autori: Alpay, Kadir Cenk Akyüz, Ahmet Oğuz Department of Computer Engineering

Prispievatelia: Alpay, Kadir Cenk Akyüz, Ahmet Oğuz Department of Computer Engineering

Predmety: HDR deghosting, Event cameras, Deep networks, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Graphics::Computer Graphics, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision::Computer Vision, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Pattern Recognition and Image Processing

Popis súboru: application/pdf

Relation: https://hdl.handle.net/11511/116083

Dostupnosť: https://hdl.handle.net/11511/116083

Addressing Class Imbalance, Label Uncertainty, and Crispness in Edge Detection ; Kenar Tespitinde Sınıf Dengesizliği, Etiket Belirsizliği ve Kenar Keskinliğinin Ele Alınması

Autori: Çetinkaya, Bedrettin Akbaş, Emre Kalkan, Sinan a ďalší

Prispievatelia: Çetinkaya, Bedrettin Akbaş, Emre Kalkan, Sinan a ďalší

Predmety: Edge Detection, Crisp Edge Detection, Ranking-based Losses, Label Uncertainty, Hyperbolic Embeddings, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision::Computer Vision, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks

Popis súboru: application/pdf

Relation: https://hdl.handle.net/11511/116165

Dostupnosť: https://hdl.handle.net/11511/116165

Refurbished embeddings with integrated guidance networks for efficient context-length scaling ; Bağlam uzunluğunu verimli ölçeklemek için entegre rehber ağlarla yeniden düzenlenmiş temsiller

Autori: Çavuşoğlu, Ali Devrim Ekin Akbaş, Emre Department of Computer Engineering

Prispievatelia: Çavuşoğlu, Ali Devrim Ekin Akbaş, Emre Department of Computer Engineering

Predmety: Long Document Embeddings, Contrastive Learning, Hierarchical Encoding, Guidance Networks, Document Retrieval, Large Context NLP, Token-Free Training, HDF5 Caching, Arbis Subjects::Engineering and Technology, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Computer Learning and Pattern Recognition::Text/Document Processing, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Natural Language Processing

Popis súboru: application/pdf

Relation: https://hdl.handle.net/11511/116043

Dostupnosť: https://hdl.handle.net/11511/116043

ADAPTIVE PARAMETER OPTIMIZATION FOR REINFORCEMENT LEARNING-BASED SPARK JOB SCHEDULING ; Pekiştirmeli Öğrenme Tabanlı Spark İş Zamanlaması İçin Parametre Uyarlama

Autori: Şen, Burak Manguoğlu, Murat Department of Computer Engineering

Prispievatelia: Şen, Burak Manguoğlu, Murat Department of Computer Engineering

Predmety: Reinforcement Learning, Spark Scheduling, Graph Neural Networks, Adaptive Optimization, Job Scheduling, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks, Arbis Subjects::Engineering and Technology::Computer Sciences::Algorithms::Distributed Systems

Popis súboru: application/pdf

Relation: https://hdl.handle.net/11511/116039

Dostupnosť: https://hdl.handle.net/11511/116039

Interpretable zero-shot classification with concept bottleneck models ; Kavram dar boğazı modelleriyle yorumlanabilir sıfır örnekli sınıflandırma

Autori: Özdemir, Onat Akbaş, Emre Department of Computer Engineering

Prispievatelia: Özdemir, Onat Akbaş, Emre Department of Computer Engineering

Predmety: Zero-shot learning, Interpretable machine learning, Concept bottleneck models, Attribute-based classification, Vision-language models, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition

Popis súboru: 63 pages; application/pdf

Relation: https://hdl.handle.net/11511/115995

Dostupnosť: https://hdl.handle.net/11511/115995

ADAPTIVE DATA AUGMENTATION THROUGH PROMPT-DRIVEN POLICY OPTIMIZATION WITH LARGE LANGUAGE MODELS ; DİL MODELLERİYLE İSTEM TABANLI POLİTİKA OPTİMİZASYONU KULLANARAK UYARLANABİLİR VERİ ARTIRIMI

Autori: Duru, Ant Temizel, Alptekin Department of Modeling and Simulation

Prispievatelia: Duru, Ant Temizel, Alptekin Department of Modeling and Simulation

Predmety: Automated Data Augmentation, Large Language Models, Model Training Optimization, Deep Learning, Image Classification, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition

Popis súboru: application/pdf

Relation: https://hdl.handle.net/11511/115992

Dostupnosť: https://hdl.handle.net/11511/115992

Exploring Technical Debt Across ML Project Lifecycle: A Process-Oriented Analysis Based on ISO Standards ; Makine Öğrenmesi Proje Yaşam Döngüsünde Teknik Borcun İncelenmesi: ISO Standartlarına Dayalı Süreç Odaklı Analiz

Autori: Yorgancılar Akgül, Nilay Taşkaya Temizel, Tuğba Özcan Top, Özden a ďalší

Prispievatelia: Yorgancılar Akgül, Nilay Taşkaya Temizel, Tuğba Özcan Top, Özden a ďalší

Predmety: Technical debt, Software lifecycle processes, AI-integrated software systems, ISO/IEC 5338, Process-oriented analysis, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Arbis Subjects::Engineering and Technology::Computer Sciences::Software::Software Engineering, Arbis Subjects::Engineering and Technology::Industrial Engineering::Quality and Reliability::Other

Popis súboru: application/pdf

Relation: https://hdl.handle.net/11511/115668

Dostupnosť: https://hdl.handle.net/11511/115668

Task Assignment and Path Planning for Capacitated Agents Engaged in Lifelong Pickup and Delivery Tasks ; Yaşam Boyu Alma ve Teslimat Görevleri Yapan Kapasiteli Etmenler İçin Görev Atama ve Yol Planlama

Autori: Çilden, Evren Polat, Faruk Department of Computer Engineering

Prispievatelia: Çilden, Evren Polat, Faruk Department of Computer Engineering

Predmety: Multi-Agent Path Finding, Multi-Agent Pickup and Delivery, Heuristic Search, Task Assignment, Arbis Subjects::Engineering and Technology, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Computer Learning and Pattern Recognition::Other

Popis súboru: application/pdf

Relation: https://hdl.handle.net/11511/115547

Dostupnosť: https://hdl.handle.net/11511/115547

Semi supervised orientation estimation of honeybees ; Bal arılarının yarı denetimli yönelim tahmini

Autori: Gündeğer, bilal yağız Şahin, Erol Department of Computer Engineering

Prispievatelia: Gündeğer, bilal yağız Şahin, Erol Department of Computer Engineering

Predmety: Markerless tracking, Orientation estimation, Lifelong learning, Honeybee, Behavior, Semi-supervised learning, Arbis Subjects::Engineering and Technology, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Computer Learning and Pattern Recognition::Computer Learning, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision::Computer Vision

Popis súboru: application/pdf

Relation: https://hdl.handle.net/11511/115538

Dostupnosť: https://hdl.handle.net/11511/115538

Conceptualization of a project-specific and personalized construction hazard management and recognition training system ; Projeye özel ve kişiselleştirilmiş bir tehlike yönetimi ve tanima eğitimi sisteminin kavramsallaştirilmasi

Autori: Özel, Bekir Enes Pekeriçli, Mehmet Koray Department of Architecture

Prispievatelia: Özel, Bekir Enes Pekeriçli, Mehmet Koray Department of Architecture

Predmety: Construction safety, Digital twins, Human-computer interaction, Immersive virtual reality, 3D visualization, Arbis Subjects::Engineering and Technology::Architecture::Building Information::Project and Construction Management, Arbis Subjects::Engineering and Technology::Architecture::Building Information, Arbis Subjects::Engineering and Technology::Architecture, Arbis Subjects::Engineering and Technology, Arbis Subjects::Engineering and Technology::Civil Engineering, Arbis Subjects::Engineering and Technology::Civil Engineering::Building Management::Construction Management, Arbis Subjects::Engineering and Technology::Civil Engineering::Building Management::Informatics in Construction Management, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Human Computer Interaction, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Graphics::Virtual Reality, Arbis Subjects::Engineering and Technology::Industrial Engineering::Ergonomics and Occupational Safety

Popis súboru: application/pdf

Relation: https://hdl.handle.net/11511/115471

Dostupnosť: https://hdl.handle.net/11511/115471

FUZZY-INFERRED PCA AND HIERARCHICAL HMM PATTERN RECOGNITION FRAMEWORK FOR REGIME DETECTION AND INFLATION FORECASTING ; REJİM SAPTAMA VE ENFLASYON ÖNGÖRÜSÜ İÇİN BULANIK ÇIKARIMLI TBA VE HİYERARŞİK SMM ÖRÜNTÜ TANIMA ÇERÇEVESİ

Autori: Koç, Oğuz Kestel, Sevtap Ayşe Department of Financial Mathematics

Prispievatelia: Koç, Oğuz Kestel, Sevtap Ayşe Department of Financial Mathematics

Predmety: Fuzzy Inference, Clustering, Hierarchic Hidden Markov Model, Geometric Brownian Motion, Inflation, PCA, GRU, BiLSTM, Arbis Subjects::Natural Sciences::Mathematics::Statistics, Arbis Subjects::Natural Sciences::Mathematics::Probability Theory, Stochastic Processes, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Arbis Subjects::Engineering and Technology::Computer Sciences::Database and Data Structures

Popis súboru: application/pdf

Relation: https://hdl.handle.net/11511/115494

Dostupnosť: https://hdl.handle.net/11511/115494

Use of Hardware Fingerprinting for Intrusion Detection in Avionics Systems ; Aviyonik Sistemlerde Saldırı Tespiti İçin Donanım Parmak İzi Kullanımı

Autori: Babir, İsa Can Baykal, Nazife Department of Cybersecurity

Prispievatelia: Babir, İsa Can Baykal, Nazife Department of Cybersecurity

Predmety: MIL-STD-1553, Intrusion detection, Hardware fingerprinting, Machine and deep learning, Arbis Subjects::Engineering and Technology::Computer Sciences::Information Security and Reliability, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition

Popis súboru: application/pdf

Relation: https://hdl.handle.net/11511/115066

Dostupnosť: https://hdl.handle.net/11511/115066

A novel scalable global alignment method for 3D reconstruction ; Üç boyutlu yeniden yapılandırma için yeni bir ölçeklenebilir küresel hizalama yöntemi

Autori: Üstündaş, Şahin Umutcan Şahin, Erol Akbaş, Emre a ďalší

Prispievatelia: Üstündaş, Şahin Umutcan Şahin, Erol Akbaş, Emre a ďalší

Predmety: 3D reconstruction, Structure-from-Motion, Global alignment, Novel view synthesis, 3D computer vision, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision::Computer Vision

Popis súboru: application/pdf

Relation: https://hdl.handle.net/11511/114597

Dostupnosť: https://hdl.handle.net/11511/114597

CONTEXT-INVARIANT AUTOENCODER TRAINING VIA UNSUPERVISED DOMAIN ADAPTATION ; DENETİMSIZ ALAN UYARLAMASI İLE BAĞLAMDAN BAĞIMSIZ OTOKODLAYICI EĞİTİMİ

Autori: Köktürk, Özge Koçyiğit, Altan Department of Data Informatics

Prispievatelia: Köktürk, Özge Koçyiğit, Altan Department of Data Informatics

Predmety: Context-Invariant Autoencoders, Unsupervised Domain Adaptation, Domain-Adversarial Training, Data Augmentation, CARLA Simulator, Arbis Subjects::Engineering and Technology, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition

Popis súboru: application/pdf

Relation: https://hdl.handle.net/11511/114436

Dostupnosť: https://hdl.handle.net/11511/114436