Výsledky vyhledávání - "hyperparameter"

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

Autoři: Torres, Guillermo Eduardo

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

Zdroj: TDX (Tesis Doctorals en Xarxa)

Témata: 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 souboru: application/pdf

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

Egg freshness during storage: the effect of laying hen age and shelf life prediction using a novel hybrid modeling method

Autoři: Yifeng, Lu Jing, Li Zihao, He a další

Zdroj: Journal of Future Foods, Vol 5, Iss 6, Pp 614-627 (2025)
JOURNAL OF FUTURE FOODS

Témata: Agriculture and Food Sciences, Hyperparameter tuning, Back propagation artificial neural network, Shelf life, PERFORMANCE, TP368-456, Hen age, Food processing and manufacture, TIME, ARTIFICIAL NEURAL-NETWORK, SYSTEMS, LAYER, QUALITY, WATER, Egg, Hybrid model

Popis souboru: application/pdf

Přístupová URL adresa: https://doaj.org/article/a6fe365cbe4544d29c26b90b7c54d102
http://doi.org/10.1016/j.jfutfo.2024.11.009
http://hdl.handle.net/1854/LU-01JDQ4F2CF5H7NW1WM8001RBM2
https://biblio.ugent.be/publication/01JDQ4F2CF5H7NW1WM8001RBM2
https://biblio.ugent.be/publication/01JDQ4F2CF5H7NW1WM8001RBM2/file/01JJVWRECHWX4S49GPAS1HFZRR

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

Autoři: Yuxin Chen Mohammad Hossein Kadkhodaei Jian Zhou

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

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

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

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

Autoři: Nilesh Verma Albert Bifet Bernhard Pfahringer a další

Přispěvatelé: Nilesh Verma Albert Bifet Bernhard Pfahringer a další

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

Témata: [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 souboru: application/pdf

Přístupová 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

Autoři: Dai, Huageng Zhao, Yongkang Deng, Yuzhu a další

Zdroj: Buildings. 15(18)

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

Popis souboru: print

Přístupová 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

Autoři: Golkarieh, Alireza Razmara, Parsa Lagzian, Ahmadreza a další

Zdroj: Scientific Reports. 15(1)

Témata: 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 souboru: electronic

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

Detection and diagnosis of air compressor faults using weightless neural networks

Autoři: Bhattacharyya, Anubhab Venkatesh Sridharan, Naveen Sivakumar, Aravinth a další

Zdroj: Advances in Mechanical Engineering. 17(5)

Témata: air compressor, fault detection, WiSARD, machine learning, J48, hyperparameter, Operation and Maintenance Engineering, Drift och underhållsteknik

Popis souboru: electronic

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-113809
https://doi.org/10.1177/16878132251341384

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

Autoři: Altarabichi, Mohammed Ghaith Nowaczyk, Sławomir Pashami, Sepideh a další

Zdroj: Information Sciences. 667:1-17

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

Popis souboru: print

Přístupová 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

Autoři: Wang, Shuang Jia, Heming Hussien, Abdelazim a další

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

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

Popis souboru: electronic

Přístupová 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

Autoři: Widya Utami, Nengah Putra, Made Adi Paramartha Putra, I Gede Juliana Eka a další

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

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

Popis souboru: application/pdf

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

Enhancing Lung Cancer Detection: Optimizing CNN Architectures through Hyperparameter Tuning

Autoři: Sundari Retno Andani Poningsih Abdul Karim

Zdroj: Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi); Vol 9 No 4 (2025): August 2025; 944-954

Témata: CNN Architecture, Disease Detection, X-ray, Medical Image Classification, Convolutional Neural Network (CNN), Hyperparameter Tuning

Popis souboru: application/pdf

Přístupová URL adresa: https://jurnal.iaii.or.id/index.php/RESTI/article/view/6357

Detection and classification of malware using grid search optimization technique

Autoři: Akinshola-Awe, F.J. Obiniyi, A.A. Aimufua, Gilbert a další

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

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

Popis souboru: application/pdf

Přístupová 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

Autoři: Nita Syahputri Putrama Alkhairi Enok Tuti Alawiah

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

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

Popis souboru: application/pdf

Přístupová 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

Autoři: Muhammed Cosut Gebrail Bekdas Sinan Melih Nigdeli a další

Přispěvatelé: Muhammed Cosut Gebrail Bekdas Sinan Melih Nigdeli a další

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

Témata: 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

Autoři: Pratama, Andika Fatichah, Chastine

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

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

Popis souboru: application/pdf

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

Hyperparameter optimization of XGBoost using artificial bee colony for predicting medical complications in hemodialysis patients

Autoři: Rangga Laksana Aryananda Trimono Wahyu Syaifullah J a další

Zdroj: Jurnal Ilmiah Kursor: Menuju Solusi Teknologi Informasi, Vol 13, Iss 1 (2025)

Témata: Hyperparameter, Complications, Hemodialysis, Electronic computers. Computer science, QA75.5-76.95, XGBOOST, Artificial Bee Colony

Přístupová URL adresa: https://doaj.org/article/6b8d15e7484d48429010333746c75eaa

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

Autoři: Candra, Dori Gusti Alex Afrianto, Nurdi Fitriyanto, Idir a další

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

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

Popis souboru: application/pdf

Přístupová URL adresa: https://journal.uii.ac.id/jurnalsnati/article/view/40389

A review on multi-fidelity hyperparameter optimization in machine learning

Autoři: Jonghyeon Won Hyun-Suk Lee Jang-Won Lee

Zdroj: ICT Express, Vol 11, Iss 2, Pp 245-257 (2025)

Témata: Hyperparameter, Machine learning, Fidelity, Hyperparameter optimization (HPO), Information technology, Multi-fidelity HPO, T58.5-58.64

Přístupová URL adresa: https://doaj.org/article/f680a0686834489d976a968cbd33a877

Predicting Hourly PV Production of FESB Solar Plant Using SKTIME Library

Autoři: Joško Novaković Damir Jakus Josip Vasilj a další

Zdroj: 2025 10th International Conference on Smart and Sustainable Technologies (SpliTech). :1-6

Témata: Hyperparameter tuning, Gradient boosting regression, Time series analysis, Solar power forecasting, Sktime

Přístupová URL adresa: https://ieeexplore.ieee.org/document/11091716
https://doi.org/10.23919/splitech65624.2025.11091716

Application of optimized convolutional neural network to fixture layout in automotive parts

Autoři: Villena Toro, Javier Wiberg, Anton Tarkian, Mehdi

Zdroj: The International Journal of Advanced Manufacturing Technology. 126:339-353

Témata: Design automation, Machine learning, Fixtures, CNN, Hyperparameter tuning, EfficientNet

Popis souboru: electronic

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-192681
https://liu.diva-portal.org/smash/get/diva2:1746597/FULLTEXT01.pdf