Suchergebnisse - "evaluation metrics"

Anomaly-based detection of cyberattacks in smart homes

Autoren: Iturbe Araya, Juan Ignacio

Weitere Verfasser: University/Department: Universitat Oberta de Catalunya. Escola de Doctorat

Thesis Advisors: Rifà-Pous, Helena

Quelle: TDX (Tesis Doctorals en Xarxa)

Schlagwörter: llars intel·ligents, hogares inteligentes, smart homes, ciberseguretat, ciberseguridad, cybersecurity, detecció d´intrusos basada en anomalies, detección de intrusos basada en anomalías, anomaly-based intrusion detection, aprenentatge no supervisat, aprendizaje no supervisado, unsupervised learning, desbalance de classes, desbalance de clases, class imbalance, optimització d'hiperparàmetres, optimización de hiperparámetros, hyperparameters optimization, métricas de evaluación, mètriques d'avaluació, evaluation metrics, seguretat IoT, seguridad IoT, IoT security, conjunts de dades desbalancejades, conjuntos de datos desbalanceados, imbalanced datasets

Dateibeschreibung: application/pdf

Zugangs-URL: http://hdl.handle.net/10803/695557

Licence to predict – Investigating approaches to modelling low-occurrence deep-sea Irish Antipatharia with a new evaluation metric

Autoren: ALEXA PARIMBELLI MARK P. JOHNSON KERRY HOWELL et al.

Quelle: Mediterranean Marine Science; Τόμ. 26 Αρ. 2 (2025): Special issue, 2025 Marine Animal Forest of the World (MAF WORLD); 400-417
Mediterranean Marine Science; Vol. 26 No. 2 (2025): Special issue, 2025 Marine Animal Forest of the World (MAF WORLD); 400-417

Schlagwörter: Evaluation metrics, Gradient boosting, Species distribution modelling, MaxEnt, Antipatharia

Dateibeschreibung: application/pdf

Zugangs-URL: https://ejournals.epublishing.ekt.gr/index.php/hcmr-med-mar-sc/article/view/39523

Deep Learning-Based Bidirectional RNN for Cryptocurrency Price Prediction with Hyperparameter Tuning

Autoren: Candra, Dori Gusti Alex Afrianto, Nurdi Fitriyanto, Idir et al.

Quelle: Jurnal Sains, Nalar, dan Aplikasi Teknologi Informasi; Vol. 4 No. 2 (2025); 82-91

Schlagwörter: Hyperparameter tuning, Evaluation metrics, Deep learning, Bidirectional Recurrent Neural Network, cryptocurrency

Dateibeschreibung: application/pdf

Zugangs-URL: https://journal.uii.ac.id/jurnalsnati/article/view/40389

A Framework for Imbalanced SAR Ship Classification: Curriculum Learning, Weighted Loss Functions, and a Novel Evaluation Metric

Autoren: Awais Ch Muhammad Reggiannini M. Moroni D.

Quelle: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW). :1485-1493

Schlagwörter: SAR ship classification, Deep learning, Imbalanced dataset, Loss function, Evaluation metrics, deep learning, evaluation metrics, imbalanced dataset, loss functions, sar ship classification

Dateibeschreibung: application/pdf

Zugangs-URL: https://hdl.handle.net/11568/1315787
https://doi.org/10.1109/wacvw65960.2025.00171

Automatic generation of in-vehicle images: StyleGAN-ADA vs. MSG-GAN

Autoren: Sahar Azadi Sandra Dixe Joao Leite et al.

Quelle: Volume: 5, Issue: 123-31
Computers and Informatics

Schlagwörter: Görüntü İşleme, Image Processing, Dağıtılmış Sistemler ve Algoritmalar, Autonomous Agents and Multiagent Systems, Distributed Systems and Algorithms, Deep learning, Evaluation metrics, Generative Adversarial Networks, Generative models, Otonom Ajanlar ve Çok Yönlü Sistemler

Dateibeschreibung: application/pdf

Zugangs-URL: https://dergipark.org.tr/tr/pub/ci/issue/91787/1261718

Model-Driven Engineering for Adaptive Software Systems in Dynamic Environments

Autoren: ali fahim

Quelle: Wasit Journal of Computer and Mathematics Science, Vol 4, Iss 1 (2025)

Schlagwörter: Driven Engineering (MDE), Runtime Adaptation, Self-Adaptive Systems, MAPE-K Loop, Model Transformation, Domain-Specific Modeling, Evaluation Metrics, Metamodel Evolution, Adaptive Architecture, AI in Software Adaptation, Electronic computers. Computer science, QA75.5-76.95

Zugangs-URL: https://doaj.org/article/656e205a80bf4411a078d3e849f20424

Customer Satisfaction Evaluation in Online Food Delivery Services: A Systematic Literature Review

Autoren: Adimas Fiqri Ramdhansya Shella Maria Vernanda Indra Budi et al.

Quelle: Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), Vol 9, Iss 2, Pp 303-313 (2025)
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi); Vol 9 No 2 (2025): April 2025; 303-313

Schlagwörter: evaluation metrics, TA168, customer satisfaction, datasets, online food delivery, analysis methods, Information technology, T58.5-58.64, Systems engineering

Dateibeschreibung: application/pdf

Zugangs-URL: https://doaj.org/article/7267864fb4d1405bbfbf0132361049a4
http://jurnal.iaii.or.id/index.php/RESTI/article/view/6205

Machine Learning Evaluation Metric Discrepancies Across Programming Languages and Their Components in Medical Imaging Domains: Need for Standardization

Autoren: Mohammad R. Salmanpour Morteza Alizadeh Ghazal Mousavi et al.

Quelle: IEEE Access, Vol 13, Pp 47217-47229 (2025)

Schlagwörter: evaluation metric roadmap, Electrical engineering. Electronics. Nuclear engineering, ML evaluation metrics, 2D/3D medical images, consistency of evaluation metrics in multi-framework, TK1-9971

Zugangs-URL: https://doaj.org/article/efe04423ba33428185e14aa824dcc978

DETECTION OF PRINTED FALSE ATTACKS USING NEURAL NETWORKS

Autoren: Bakhtiyor Abdukadirov

Schlagwörter: classification evaluation metrics, local binary pattern, biometric system, recurrent network, convolutional neural networks, support vector machine, false alarm attack

Hybrid-Based Movie Recommender System: Techniques, Case Studies, Evaluation Metrics, and Future Trends

Autoren: Cheng-Yung Lai Noramiza Hashim Lucia Dwi Krisnawati

Quelle: Journal of Informatics and Web Engineering, Vol 4, Iss 3, Pp 90-110 (2025)

Schlagwörter: content-based filtering, collaborative filtering, hybrid-based, machine learning, recommender system, evaluation metrics, movie recommender, Electronic computers. Computer science, QA75.5-76.95, Information technology, T58.5-58.64

Dateibeschreibung: electronic resource

Relation: https://mmupress.com/index.php/jiwe/article/view/1694; https://doaj.org/toc/2821-370X

Zugangs-URL: https://doaj.org/article/a5be3016c79a4b76a62e1d512485e816

Measure only what is measurable: Towards conversation requirements for evaluating task-oriented dialogue systems

Autoren: Van Miltenburg, Emiel Braggaar, Anouck Croes, Emmelyn et al.

Schlagwörter: evaluation metrics, prompt engineering, model assessment, benchmarking, natural language generation

Zugangs-URL: https://research.tilburguniversity.edu/en/publications/cfa9a956-f20e-4859-9de4-5c9ddcc60fd4

DipoleXtrctR – a (semi-)automated workflow for the extraction of dipoles from magnetograms

Autoren: Agnes Schneider

Quelle: ArchéoSciences. :557-560

Schlagwörter: adjusted evaluation metrics, reproducible workflow, (semi-) automated analysis, manual archaeo-geophysical interpretation

Dateibeschreibung: text/html

Zugangs-URL: https://hdl.handle.net/20.500.13089/14nub
https://journals.openedition.org/archeosciences/21407
https://doi.org/10.4000/14nub

Statistical Performance Evaluation of the Deep Learning Architectures Over Body Fluid Cytology Images

Autoren: Ersın Uysal

Quelle: IEEE Access, Vol 13, Pp 82540-82553 (2025)

Schlagwörter: evaluation metrics, Confusion matrix, statistical analysis, deep learning, Electrical engineering. Electronics. Nuclear engineering, ROC analysis, TK1-9971

Zugangs-URL: https://doaj.org/article/64c1a92b77dd4f7abadca3d443857cde

State-of-the-Art in Responsible, Explainable, and Fair AI for Medical Image Analysis

Autoren: Soheyla Amirian Fengyi Gao Nickolas Littlefield et al.

Quelle: IEEE Access, Vol 13, Pp 58229-58263 (2025)

Schlagwörter: fair AI, AI evaluation metrics, medical imaging, responsible AI, Electrical engineering. Electronics. Nuclear engineering, Artificial intelligence (AI), explainable AI, TK1-9971

Zugangs-URL: https://doaj.org/article/a84fe367fb8f4db7874b83888527ba86

Evaluation Metrics and Methods for Generative Models in the Wireless PHY Layer

Autoren: Michael Baur Nurettin Turan Simon Wallner et al.

Quelle: IEEE Transactions on Machine Learning in Communications and Networking, Vol 3, Pp 677-689 (2025)

Schlagwörter: Signal Processing (eess.SP), FOS: Computer and information sciences, generative models, Computer Science - Information Theory, Information Theory (cs.IT), wireless applications, QA75.5-76.95, TK5101-6720, evaluation metrics, Electronic computers. Computer science, Telecommunication, FOS: Electrical engineering, electronic engineering, information engineering, PHY layer, Electrical Engineering and Systems Science - Signal Processing

Zugangs-URL: http://arxiv.org/abs/2408.00634
https://doaj.org/article/b94a02396b0d43818d4a6eaf93ee7d0f

Strong tripled fixed points under a new class of F-contractive mappings with supportive applications

Autoren: Hasanen A. Hammad Doha A. Kattan

Quelle: AIMS Mathematics, Vol 10, Iss 3, Pp 5785-5805 (2025)

Schlagwörter: evaluation metrics, QA1-939, f-contraction mapping, nonlinear equation, Mathematics, tripled fixed point, standard metric space

Zugangs-URL: https://doaj.org/article/209c993a2a69456ba7d0d41ceb76bdb9

Remote Sensing Video Tracking: Current Status, Challenges, and Future

Autoren: Fang Liu Jiahao Wang Licheng Jiao et al.

Quelle: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 14338-14367 (2025)

Schlagwörter: Evaluation metrics and benchmark, Ocean engineering, QC801-809, Geophysics. Cosmic physics, ten unresolved challenges, remote sensing video tracking, TC1501-1800

Zugangs-URL: https://doaj.org/article/a8d6ad5b47ad469baf5a24ee42b6600e

Particle Swarm Optimization-Based Content Delivery Protocol for UAV VAENTs

Autoren: Yongje Shin Hyun-Seok Choi Youngju Nam et al.

Quelle: IEEE Access, Vol 13, Pp 1594-1608 (2025)

Schlagwörter: particle swarm optimization, topology evaluation metrics, Swarm intelligence, Electrical engineering. Electronics. Nuclear engineering, unmanned aerial vehicles, vehicular ad-hoc networks, TK1-9971

Zugangs-URL: https://doaj.org/article/364952c5c46a40e58744b5f8a8a31dd3

Metrics for evaluation of automatic epileptogenic zone localization in intracranial electrophysiology

Autoren: Valentina Hrtonova Petr Nejedly Vojtech Travnicek et al.

Quelle: Clinical Neurophysiology

Schlagwörter: Male, Adult, Drug Resistant Epilepsy, Epilepsy, Class imbalance, Adolescent, Epileptogenic tissue localization, Middle Aged, Epileptogenic zone, Seizure onset zone, Intracranial electroencephalography, Machine learning, Binary classification, Evaluation metrics, Machine Learning, Young Adult, Humans, Female, Electrocorticography

Zugangs-URL: https://pubmed.ncbi.nlm.nih.gov/39608298
https://hdl.handle.net/11104/0368300

Innovative Approaches for PCB Image Reconstruction: Tailored Datasets, Metrics, and Models

Autoren: Qianyue Wang

Quelle: IEEE Access, Vol 13, Pp 54267-54283 (2025)

Schlagwörter: evaluation metrics, benchmark, Printed circuit boards (PCB), robustness, Electrical engineering. Electronics. Nuclear engineering, image reconstruction, TK1-9971

Zugangs-URL: https://doaj.org/article/b9c773be6e344d3bb7a863df3bf1dab1