Výsledky vyhľadávania - "hyperparameter optimization"

Evaluation of the Reproducibility of Radiomic Intelligent Systems for Early Detection of Lung Cancer

Autori: Torres, Guillermo Eduardo

Thesis Advisors: Sánchez Ramos, Carles, Gil Resina, Debora

Zdroj: TDX (Tesis Doctorals en Xarxa)

Predmety: Detecció precóz de cancer de pulmó, Early lung cancer diagnosis, Detección precóz de cancer de pulmón, Optimització de hiperparámetro, Hyperparameter optimization, Optimización de hiperparámetro, Aprenentatge automàtic, Machine learning, Aprendizaje automático, Tecnologies

Popis súboru: application/pdf

Prístupová URL adresa: http://hdl.handle.net/10803/691667

Development of the Optuna-NGBoost-SHAP model for estimating ground settlement during tunnel excavation

Autori: Yuxin Chen Mohammad Hossein Kadkhodaei Jian Zhou

Zdroj: Underground Space, Vol 24, Iss, Pp 60-78 (2025)

Predmety: Interpretable machine learning, Ground settlement, NGBoost, TA703-712, Engineering geology. Rock mechanics. Soil mechanics. Underground construction, Hyperparameter optimization, Estimation

Prístupová URL adresa: https://doaj.org/article/36bd378bb5e244cd846569f2cb5532d9

Bayesian Stream Tuner: Dynamic Hyperparameter Optimization for Real-Time Data Streams

Autori: Nilesh Verma Albert Bifet Bernhard Pfahringer a ďalší

Prispievatelia: Nilesh Verma Albert Bifet Bernhard Pfahringer a ďalší

Zdroj: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2. :2871-2882

Predmety: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Bayesian Optimization, Real-time Learning, Online Hyperparameter Optimization, [INFO.INFO-LG] Computer Science [cs]/Machine Learning [cs.LG], Adaptive Learning, Data Stream Mining

Popis súboru: application/pdf

Prístupová URL adresa: https://hal.science/hal-05210830v1
https://hal.science/hal-05210830v1/document
https://doi.org/10.1145/3711896.3736852

A Hybrid Prediction Model for Wind–Solar Power Generation with Hyperparameter Optimization and Application in Building Heating Systems

Autori: Dai, Huageng Zhao, Yongkang Deng, Yuzhu a ďalší

Zdroj: Buildings. 15(18)

Predmety: building heating applications, hybrid model, hyperparameter optimization, variational mode decomposition (VMD), wind-solar power prediction

Popis súboru: print

Prístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-371192
https://doi.org/10.3390/buildings15183367

Semi-supervised GAN with hybrid regularization and evolutionary hyperparameter tuning for accurate melanoma detection

Autori: Golkarieh, Alireza Razmara, Parsa Lagzian, Ahmadreza a ďalší

Zdroj: Scientific Reports. 15(1)

Predmety: Artificial Bee Colony, Generative Adversarial Network, Hyperparameter Optimization, Melanoma Detection, Semi-supervised Learning, Algorithm, Artificial Neural Network, Diagnosis, Human, Melanoma, Skin Tumor, Supervised Machine Learning, Algorithms, Humans, Neural Networks, Computer, Skin Neoplasms

Popis súboru: electronic

Prístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:miun:diva-55556
https://doi.org/10.1038/s41598-025-17756-x

Rolling The Dice For Better Deep Learning Performance: A Study Of Randomness Techniques In Deep Neural Networks

Autori: Altarabichi, Mohammed Ghaith Nowaczyk, Sławomir Pashami, Sepideh a ďalší

Zdroj: Information Sciences. 667:1-17

Predmety: Neural Networks, Randomized Neural Networks, Convolutional Neural Network, hyperparameter optimization, Particle swarm optimization

Popis súboru: print

Prístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-52467
https://doi.org/10.1016/j.ins.2024.120500

Boosting aquila optimizer by marine predators algorithm for combinatorial optimization

Autori: Wang, Shuang Jia, Heming Hussien, Abdelazim a ďalší

Zdroj: JOURNAL OF COMPUTATIONAL DESIGN AND ENGINEERING. 11(2):37-69

Predmety: aquila optimizer, marine predators algorithm, hybrid algorithm, CNN-hyperparameter optimization, COVID-19 CT-image detection

Popis súboru: electronic

Prístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-202294
https://doi.org/10.1093/jcde/qwae004

A CNN-Based Information System for Balinese Dance Classification with Hyperparameter Optimization

Autori: Widya Utami, Nengah Putra, Made Adi Paramartha Putra, I Gede Juliana Eka a ďalší

Zdroj: International Journal of Advances in Data and Information Systems; Vol. 6 No. 2 (2025): August 2025-International Journal of Advances in Data and Information Systems; 376-390

Predmety: Convolutional Neural Networks (CNN), Hyperparameter Optimization, Balinese Dance, Information System

Popis súboru: application/pdf

Prístupová URL adresa: http://ijadis.org/index.php/ijadis/article/view/1402

Detection and classification of malware using grid search optimization technique

Autori: Akinshola-Awe, F.J. Obiniyi, A.A. Aimufua, Gilbert a ďalší

Zdroj: Science World Journal; Vol. 20 No. 2 (2025); 740-747

Predmety: Malware Detection, Grid Search, Machine Learning, Hyperparameter Optimization

Popis súboru: application/pdf

Prístupová URL adresa: https://www.ajol.info/index.php/swj/article/view/303763

Analysis of the Impact of Backpropagation Hyperparameter Optimization on Heart Disease Prediction Models

Autori: Nita Syahputri Putrama Alkhairi Enok Tuti Alawiah

Zdroj: Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi); Vol 9 No 4 (2025): August 2025; 788-795

Predmety: machine learning, backpropagation neural network (BPNN), hyperparameter optimization, heart disease prediction, early diagnosis

Popis súboru: application/pdf

Prístupová URL adresa: https://jurnal.iaii.or.id/index.php/RESTI/article/view/6473

Predicting design suitability of box-shaped sustainable timber structural members using machine learning and hyperparameter optimization

Autori: Muhammed Cosut Gebrail Bekdas Sinan Melih Nigdeli a ďalší

Prispievatelia: Muhammed Cosut Gebrail Bekdas Sinan Melih Nigdeli a ďalší

Zdroj: Neural Computing and Applications. 37:24123-24148

Predmety: Hyperparameter Optimization, Box-shaped Member, Support Vector Regression, Timber, Performance Metrices, Learning Systems, Structural Analysis, Machine Learning, Naive Bayes, Timber Structures, Energy Dissipation, Learning Algorithms, Structural Members, Logistic Regression, Machine-learning, Hyper-parameter Optimizations, Model Performance Metric, Decision Trees, Timber Structure, Logistics Regressions, Discriminant Analysis, Modeling Performance, Classification, Structural Optimization, Gaussians, Nearest Neighbor Search, Model Performance Metrics, Forecasting

Optimized Hybrid CNN-Residual BiLSTM with Adaptive Prediction System for Enhanced Gas Turbine Performance Forecasting

Autori: Pratama, Andika Fatichah, Chastine

Zdroj: Inform : Jurnal Ilmiah Bidang Teknologi Informasi dan Komunikasi; Vol. 10 No. 2 (2025): In Press: July, 2025; 159-169

Predmety: Hybrid Model, Deep Learning, Hyperparameter Optimization, Time Series Forecasting, Predictive Maintenance, Residual Bi-LSTM, Gas Turbine, Compressor Discharge Pressure (PCD)

Popis súboru: application/pdf

Prístupová URL adresa: https://ejournal.unitomo.ac.id/index.php/inform/article/view/10226

Forecasting Natural Gas Consumption by User Type Using Machine Learning: A Comparative Study

Autori: Süleyman Tekin Serhat Peker Nurhan Dudaklı

Zdroj: Volume: 12, Issue: 2632-651
Gazi University Journal of Science Part A: Engineering and Innovation

Predmety: Data Mining and Knowledge Discovery, Natural Gas Consumption, Energy Forecasting, Machine Learning, User-Type Analysis, Data Science, Hyperparameter Optimization, Veri Madenciliği ve Bilgi Keşfi

Popis súboru: application/pdf

Prístupová URL adresa: https://dergipark.org.tr/tr/pub/gujsa/issue/91864/1689278

Hyperparameter Optimization for Deep Learning Modeling in Short-Term Load Forecasting

Autori: Tran, Thanh Ngoc Nguyen, Tuan Anh

Zdroj: International journal of electrical and computer engineering systems
Volume 16
Issue 6

Predmety: Bayes Search, Random Search, CNN network, hyperparameter optimization, Short-term load forecasting, Grid Search

Popis súboru: application/pdf

Prístupová URL adresa: https://hrcak.srce.hr/file/481521
https://hrcak.srce.hr/332896
https://doi.org/10.32985/ijeces.16.6.2
https://hrcak.srce.hr/332896
https://doi.org/10.32985/ijeces.16.6.2

Energy efficiency in building: Entropy-based Grey Wolf Optimization for improved MLP performance

Autori: İhsan Tuğal

Zdroj: Energy Reports. 13:4247-4260

Predmety: Building Hvac System, Hyperparameter Optimization, Energy, Meta-heuristic Algorithms, Energy Efficiency, Gray Wolves, Entropy, Hvac, Multilayers Perceptrons, Entropy-based, Hvac System, Hyper-parameter, Meta-heuristics Algorithms, Optimisations, Multi-layer Perceptron, Hyper-parameter Optimizations, Building Hvac Systems

Prístupová URL adresa: https://hdl.handle.net/20.500.12639/7341

Shield tunneling efficiency and stability enhancement based on interpretable machine learning and multi-objective optimization

Autori: Wenli Liu Yang Chen Tianxiang Liu a ďalší

Zdroj: Underground Space, Vol 22, Iss, Pp 320-336 (2025)

Predmety: Multi-objective optimization, Field penetration index, Interpretable machine learning, Ground settlement, TA703-712, Shield tunnelling machine, Engineering geology. Rock mechanics. Soil mechanics. Underground construction, Hyperparameter optimization

Prístupová URL adresa: https://doaj.org/article/a104cf463405482db44f115d929ca336

DETERMINING THE STAGES AND TREATMENTS OF CERVICAL SPINE DISEASES WITH EXPLAINABLE ARTIFICIAL INTELLIGENCE

Autori: Erman Çankaya Cevriye Altıntaş

Zdroj: Volume: 7, Issue: 148-61
International Journal of Engineering and Innovative Research

Predmety: Planlama ve Karar Verme, Explainable Artificial Intelligence, Cervical Spine Diseases, Random Forest, Decision Tree, LIME, Medical Diagnosis, Hyperparameter Optimization, Neck Disorders, Feature Importance, SHAP, Açıklanabilir Yapay Zeka, Hiperparametre optimizasyonu, Tıbbi görüntü analizi, Planning and Decision Making

Popis súboru: application/pdf

Prístupová URL adresa: https://dergipark.org.tr/tr/pub/ijeir/issue/91925/1625512

The Effect of Hyperparameters on Faster R-CNN in Face Recognition Systems

Autori: Pardede, Jasman Rijal, Khairul

Zdroj: Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), Vol 9, Iss 3, Pp 506-518 (2025)
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi); Vol 9 No 3 (2025): June 2025; 506-518

Predmety: TA168, Faster R-CNN, deep learning, Information technology, Face recognition, faster r-cnn, T58.5-58.64, grid search, Grid Search, face recognition, hyperparameter optimization, Systems engineering

Popis súboru: application/pdf

Prístupová URL adresa: https://doaj.org/article/5182b4e4d09f43d1a49fb97de289034f
http://jurnal.iaii.or.id/index.php/RESTI/article/view/6405

Optimizing Gated Recurrent Unit (GRU) for Gold Price Prediction: Hyperparameter Tuning and Model Evaluation on Historical XAU/USD Data

Autori: Abdul Faqih Muhammad Jauhar Vikri Ita Aristia Sa’ida

Zdroj: Jurnal Sisfokom, Vol 14, Iss 2, Pp 141-147 (2025)

Predmety: gated recurrent unit (gru), Information technology, hyperparameter optimization, time series, T58.5-58.64, gold price prediction

Prístupová URL adresa: https://doaj.org/article/6a56c53019aa4bf4a3944377f2960f2b

AOA-guided hyperparameter refinement for precise medical image segmentation

Autori: Hossam Magdy Balaha Waleed M. Bahgat Mansourah Aljohani a ďalší

Zdroj: Alexandria Engineering Journal, Vol 120, Iss, Pp 547-560 (2025)

Predmety: Breast cancer, Archimedes optimization algorithm, Deep learning (DL), COVID-19, Medical image segmentation, TA1-2040, Engineering (General). Civil engineering (General), Hyperparameter optimization

Prístupová URL adresa: https://doaj.org/article/9d84a7627e414511a448fa96fd12214a