Search Results - "Computer Learning and Pattern Recognition::Neural Networks"

A Mobile Touch-Based Continuous Authentication System via User-Specific Distribution Based Learning ; Kullanıcıya Özel Dağılım Tabanlı Öğrenme İle Dokunmatik Sürekli Kimlik Doğrulama Sistemi

Authors: Gündüz, Gürkan Taşkaya Temizel, Tuğba Department of Data Informatics

Contributors: Gündüz, Gürkan Taşkaya Temizel, Tuğba Department of Data Informatics

Subject Terms: Continuous authentication (CA), Behavioral biometrics, Touch-based authentication, Kernel density estimation (KDE), Kullback-leibler divergence, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Human Computer Interaction, Computer Learning and Pattern Recognition::Computer Learning

File Description: application/pdf

Relation: https://hdl.handle.net/11511/115607

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Predicting pedestrian crossing behavior with attention-based encodings of vehicle and pedestrian states ; Dikkat mekanizmasıyla kodlanmış araç ve yaya bilgileriyle yaya geçiş davranışının öngörülmesi

Authors: Kumral, Mehmet Ali Schmidt, Klaus Werner Department of Electrical and Electronics Engineering

Contributors: Kumral, Mehmet Ali Schmidt, Klaus Werner Department of Electrical and Electronics Engineering

Subject Terms: Autonomous vehicles, Pedestrian intention prediction, Machine learning, Attention networks, Feature fusion, Arbis Subjects::Engineering and Technology::Electrical and Electronics Engineering, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Computer Learning

File Description: application/pdf

Relation: https://hdl.handle.net/11511/115591

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

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

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

Subject Terms: 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

File Description: 91 pages; application/pdf

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

Availability: 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

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

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

Subject Terms: 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

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

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

Authors: Çetinkaya, Bedrettin Akbaş, Emre Kalkan, Sinan et al.

Contributors: Çetinkaya, Bedrettin Akbaş, Emre Kalkan, Sinan et al.

Subject Terms: 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

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

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Optimizing air conditioner system efficiency through reinforcement learning ; Pekiştirmeli öğrenme ile klima sistemlerinin verimliliğinin optimizasyonu

Authors: Hekimoğlu, Mehmet Burak Schmidt, Klaus Werner Ulusoy, İlkay et al.

Contributors: Hekimoğlu, Mehmet Burak Schmidt, Klaus Werner Ulusoy, İlkay et al.

Subject Terms: Reinforcement learning, Multi-agent systems, HVAC, Energy optimization, Indoor air quality, Arbis Subjects::Engineering and Technology::Electrical and Electronics Engineering::Other, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks

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Relation: https://hdl.handle.net/11511/115653

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Data analytics driven quadratic optimization for solving agent-debtor assignment in debt recovery problem ; Borç tahsil probleminde temsilci-borçlu atama çözümü için veri analitiği odaklı ikinci dereceden optimizasyon

Authors: Karabaş, Toygun İyigün, Cem Department of Industrial Engineering

Contributors: Karabaş, Toygun İyigün, Cem Department of Industrial Engineering

Subject Terms: Data analytics, Generative adverserial networks, Iterated local search, Constrained optimization, Debt recovery optimization, Arbis Subjects::Engineering and Technology::Industrial Engineering::Optimization Theory and Methods, Arbis Subjects::Engineering and Technology::Industrial Engineering::Optimization Theory and Methods::Heuristic Methods, Arbis Subjects::Engineering and Technology::Industrial Engineering::Optimization Theory and Methods::Integer and Mixed Integer Programming, Arbis Subjects::Engineering and Technology::Industrial Engineering::Optimization Theory and Methods::Linear Programming, Arbis Subjects::Engineering and Technology::Industrial Engineering::Optimization Theory and Methods::Nonlinear Programming, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks

File Description: 95 pages; application/pdf

Relation: https://hdl.handle.net/11511/115647

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Augmenting Clip-based few shot recognition using shapes and concepts ; Şekiller ve kavramlar kullanarak Clip tabanlı az örnekli tanımayı geliştirme

Authors: Güder, Erce Akbaş, Emre Department of Computer Engineering

Contributors: Güder, Erce Akbaş, Emre Department of Computer Engineering

Subject Terms: object recognition, image classification, few-shot learning, CLIP adaptation, deep learning, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Pattern Recognition and Image Processing, Computer Learning and Pattern Recognition::Other

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Relation: https://hdl.handle.net/11511/115645

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Deep plug-and-play and unrolling approaches for phase retrieval ; Faz geri kazanımı için derin-öğrenme içeren koy-ve-oynat düzenlileştirmeye ve baştan uca eğitilerek açılmaya dayalı yaklaşımlar

Authors: Külbay, Deniz Öktem, Sevinç Figen Department of Electrical and Electronics Engineering

Contributors: Külbay, Deniz Öktem, Sevinç Figen Department of Electrical and Electronics Engineering

Subject Terms: Image reconstruction, Deep learning, Plug-and-play regularization, Phase retrieval, Algorithm unrolling, Arbis Subjects::Engineering and Technology, Arbis Subjects::Engineering and Technology::Electrical and Electronics Engineering, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Computer Learning and Pattern Recognition::Neural Networks

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Relation: https://hdl.handle.net/11511/116071

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

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

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

Subject Terms: 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

File Description: application/pdf

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

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

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

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

Subject Terms: 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

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

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Token interchangeability and alpha-equivalence: enhancing the generalization capacity of language models for formal logic ; Belirteç değiştirilebilirliği ve alfa-eşdeğerlilik: dil modellerinin biçimsel mantık için genelleme kabiliyetinin iyileştirilmesi

Authors: Işık, İlker Cinbiş, Ramazan Gökberk Department of Computer Engineering

Contributors: Işık, İlker Cinbiş, Ramazan Gökberk Department of Computer Engineering

Subject Terms: Machine learning, Formal methods, Language modeling, Linear temporal logic, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition, Computer Learning and Pattern Recognition::Computer Learning, Computer Learning and Pattern Recognition::Automated Problem Solving, Theorem Proving and Logical Reasoning

File Description: 65 pages; application/pdf

Relation: https://hdl.handle.net/11511/115558

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TRAINING-FREE IMAGE-LEVEL AFFORDANCE DISCOVERY AND LABELING USING PRE-TRAINED DEEP NETWORKS ; ÖNCEDEN EĞİTİLMİŞ DERİN AĞLAR ÜZERİNDE EĞİTİM GEREKTİRMEYEN GÖRÜNTÜ DÜZEYİNDE SAĞLARLIK KEŞFİ VE ETİKETLEME

Authors: Özçil, İsmail Koku, Ahmet Buğra Department of Mechanical Engineering

Contributors: Özçil, İsmail Koku, Ahmet Buğra Department of Mechanical Engineering

Subject Terms: affordance, manifold curvature, subspace projection, deep learning, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks, Arbis Subjects::Engineering and Technology::Mechanical Engineering::Machine Theory and Dynamics::Robotics

File Description: application/pdf

Relation: https://hdl.handle.net/11511/114089

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Minimally Supervised Tracking of Animal Colonies with Iteratively Trained Object Detectors ; Yinelemeli Eğitilen Nesne Algılayıcılar İle Hayvan Kolonilerinin Minimal Denetimli Takibi

Authors: Gödelek, Oğuz Alemdar, Hande Department of Computer Engineering

Contributors: Gödelek, Oğuz Alemdar, Hande Department of Computer Engineering

Subject Terms: Animal tracking, Computer vision, High-density object detection, Self-training, Knowledge distillation, 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::Computer Learning, Computer Learning and Pattern Recognition::Neural Networks

File Description: application/pdf

Relation: https://hdl.handle.net/11511/113490

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

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

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

Subject Terms: 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

File Description: application/pdf

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

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Radar target detection under correlated non-Gaussian clutter using transfer learning ; Gauss olmayan ilintili kargaşa altında transfer öğrenmeyi kullanarak radar hedef tespiti

Authors: Ürgüp, Mehmet Zeki Yılmaz, Ali Özgür Department of Electrical and Electronics Engineering

Contributors: Ürgüp, Mehmet Zeki Yılmaz, Ali Özgür Department of Electrical and Electronics Engineering

Subject Terms: Target detection, Deep learning, Transfer learning, Non-Gaussian, Correlated clutter, Arbis Subjects::Engineering and Technology::Electrical and Electronics Engineering, Arbis Subjects::Engineering and Technology::Information Systems, Communication and Control Engineering::Signal Processing, Communication and Control Engineering::Communication Engineering::Radar Theory, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Pattern Recognition and Image Processing

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Relation: https://hdl.handle.net/11511/113378

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

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

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

Subject Terms: 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

File Description: 77 pages; application/pdf

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

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MACHINE LEARNING BASED TRANSONIC FLOW COMPUTATIONS ON AIRCRAFT LIFTING SURFACES ; UÇAK TAŞIMA YÜZEYLERİNDEKİ TRANSONİK AKIŞLARIN MAKİNA ÖĞRENİMİ İLE HESAPLANMASI

Authors: Gömeç, Fazıl Selçuk Baran, Özgür Uğraş Alemdar, Hande et al.

Contributors: Gömeç, Fazıl Selçuk Baran, Özgür Uğraş Alemdar, Hande et al.

Subject Terms: Aircraft design, Machine learning, CFD, Arbis Subjects::Engineering and Technology::Aeronautical and Space Engineering::Aeronautical Engineering::Flight Sciences::Aerodynamics, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks, Arbis Subjects::Engineering and Technology::Mechanical Engineering::Thermodynamics::Computational fluid dynamics

File Description: application/pdf

Relation: https://hdl.handle.net/11511/110086

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Fiducial marker detection and identification for individual honey bee tracking using cascaded deep learning models ; Ardışık derin öğrenme modelleri kullanarak bireysel arı takibi için güvenilir işaretçi tespiti ve çözümlenmesi

Authors: Kara, Mustafa Yavuz Alemdar, Hande Department of Computer Engineering

Contributors: Kara, Mustafa Yavuz Alemdar, Hande Department of Computer Engineering

Subject Terms: Visual recognition, Object detection, Data generation, Visual fiducial marker, Bee tracking, Arbis Subjects::Engineering and Technology, 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, Computer Learning and Pattern Recognition::Neural Networks

File Description: 62 pages; application/pdf

Relation: https://hdl.handle.net/11511/113487

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Efficient three-dimensional near-field imaging with physics-informed deep learning for MIMO radar ; Fizik tabanlı derin öğrenme teknikleri ile üç boyutlu yakın alan MIMO radar görüntüleme

Authors: Oral, Okyanus Öktem, Sevinç Figen Department of Electrical and Electronics Engineering

Contributors: Oral, Okyanus Öktem, Sevinç Figen Department of Electrical and Electronics Engineering

Subject Terms: 3D near-field MIMO radar imaging, Complex-valued reconstruction, Plug-and-play methods, Deep learning, Joint optimization, Arbis Subjects::Engineering and Technology::Electrical and Electronics Engineering::Other, Arbis Subjects::Engineering and Technology::Information Systems, Communication and Control Engineering::Signal Processing::Image and Video Processing, Communication and Control Engineering::Signal Processing::Pattern Recognition and Analysis, Communication and Control Engineering::Signal Processing::Signal Processing for Sensor Sequences, Communication and Control Engineering::Signal Processing::Signal Processing Theory and Methods, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Pattern Recognition and Image Processing

File Description: 90 pages; application/pdf

Relation: https://hdl.handle.net/11511/110033

Availability: https://hdl.handle.net/11511/110033