ARTICLE
|
doi:10.20944/preprints202306.1784.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
machine learning algorithms; hyperparameters; hyperparameter optimization; spatial data; Bayesian optimization; metaheuristic algorithms
Online: 26 June 2023 (10:10:33 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1945.v1
Subject:
Environmental And Earth Sciences,
Geochemistry And Petrology
Keywords:
Machine learning, artificial intelligence, hydraulic fracturing, hyperparameter optimization, shale, operational factors.
Online: 30 April 2024 (08:43:08 CEST)
REVIEW
|
doi:10.20944/preprints202308.1478.v4
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; churn prediction; imbalanced data; combined data sampling techniques; hyperparameter optimization
Online: 17 November 2023 (14:15:58 CET)
ARTICLE
|
doi:10.20944/preprints202402.0312.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
steel hardenability; Bayesian optimization; k-fold cross-validation; hyperparameter tuning; neural networks regression; steel alloy; predictive model; heat treatment; hardenability band; Jominy end-quench
Online: 6 February 2024 (09:17:47 CET)
ARTICLE
|
doi:10.20944/preprints202407.2609.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
sustainable maintenance; Industry 4.0; forecast; neural network; hyperparameter.
Online: 31 July 2024 (15:15:50 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0264.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
hyperparameter tuning; optuna; grid search; random search; urban studies
Online: 29 July 2024 (08:46:31 CEST)
ARTICLE
|
doi:10.20944/preprints202408.2200.v1
Subject:
Computer Science And Mathematics,
Data Structures, Algorithms And Complexity
Keywords:
Link prediction; hyperparameter tuning; feature extraction; ensemble learning models; directed networks
Online: 30 August 2024 (11:07:18 CEST)
ARTICLE
|
doi:10.20944/preprints202310.0952.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Hepatitis C; machine learning; severity prediction; data preprocessing; hyperparameter tuning; classification models
Online: 16 October 2023 (09:33:57 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1209.v1
Subject:
Medicine And Pharmacology,
Medicine And Pharmacology
Keywords:
Breast cancer; Activity prediction; Random forest; Feature selection; Bayesian hyperparameter optimization; AdaBoosting
Online: 17 August 2023 (03:57:54 CEST)
ARTICLE
|
doi:10.20944/preprints202403.1048.v1
Subject:
Social Sciences,
Decision Sciences
Keywords:
Customer Churn Prediction; Hyperparameter Optimization; Particle Swarm Optimization (PSO); Deep Learning Models; Telecommunications Analytics
Online: 18 March 2024 (13:08:31 CET)
ARTICLE
|
doi:10.20944/preprints202407.2439.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
ensemble learning; evaluation metrics; heterogeneous ensemble learning; homogeneous ensemble learning; hyperparameter; time horizon; solar radiation
Online: 30 July 2024 (13:47:03 CEST)
ARTICLE
|
doi:10.20944/preprints202408.2279.v1
Subject:
Computer Science And Mathematics,
Other
Keywords:
breast cancer detection; thermography; XAI; HPSO; HSMO; Feature extraction; feature attribution; multi-objective optimization; continuous; binary; feature selection; hyperparameter tuning
Online: 31 August 2024 (18:19:31 CEST)
ARTICLE
|
doi:10.20944/preprints202408.1363.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Wildfire Detection; Vision Transformers; Machine Learning; Satellite Imagery; FlameViT; Hyperparameter Tuning; Convolutional Neural Networks (CNNs); Multi-Head Self-Attention; Environmental Monitoring; Disaster Response
Online: 19 August 2024 (14:03:42 CEST)
ARTICLE
|
doi:10.20944/preprints202401.2120.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep Learning; Natural Language Processing; Transformer-based Network; Atinuke; Attention Mechanisms; Hyperparameter Tuning; Multi-Head Attention; Embeddings; Machine Learning; Pipelines; State-of-the-Art (SOTA) Results
Online: 31 January 2024 (02:55:47 CET)
ARTICLE
|
doi:10.20944/preprints201811.0293.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
machine Learning (ML); artificial neutral network (ANN); bagging decision tree (BDT); SUpport Vector Machines (SVM); no free lunch theorem (NFLT); hyperparameter optimisation; model comparison; heat meter
Online: 13 November 2018 (04:41:07 CET)
ARTICLE
|
doi:10.20944/preprints201907.0319.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
heat meter; district heating; fault detection; predictive maintenance; Machine Learning (ML); Artificial Neural Network (ANN); Bagging Decision Tree (BDT); Support Vector Machines (SVM); hyperparameter optimisation; ensemble model
Online: 28 July 2019 (16:26:47 CEST)
ARTICLE
|
doi:10.20944/preprints202401.0106.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Convolutional Neural Networks (CNN); Recurrent Neural Networks (RNN); Generative Adversarial Networks (GAN); Natural Language Processing (NLP); Reinforcement Learning; Autoencoders; Image Recognition; Pattern Recognition; Unsupervised Learning; Data Augmentation; Hyperparameter Tuning; Fine-tuning
Online: 3 January 2024 (10:26:26 CET)