Search Results - "hyperparameters optimization"

Anomaly-based detection of cyberattacks in smart homes

Authors: Iturbe Araya, Juan Ignacio

Contributors: University/Department: Universitat Oberta de Catalunya. Escola de Doctorat

Thesis Advisors: Rifà-Pous, Helena

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: 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

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/695557

InceptionV3-Based Blood Cell Classification for Cancer Detection

Authors: He, Runhai Zhou, Quanhua

Source: Journal of Computer Technology and Applied Mathematics; Vol. 2 No. 2 (2025); 24-30

Subject Terms: Deep Learning, Image Classification, Blood Cell, Hyperparameters Optimization, Inception

File Description: application/pdf

Access URL: https://www.suaspress.org/ojs/index.php/JCTAM/article/view/v2n2a04

On the Utilization of Emoji Encoding and Data Preprocessing with a Combined CNN-LSTM Framework for Arabic Sentiment Analysis

Authors: Hussam Alawneh Ahmad Hasasneh Mohammed Maree

Source: Modelling, Vol 5, Iss 4, Pp 1469-1489 (2024)

Subject Terms: Engineering design, TA174, sentiment analysis, data preprocessing, emoji encoding, hyperparameters optimization, NLP, CNN-LSTM

Access URL: https://doaj.org/article/63a0c06894e44293b739884442b7eb16

Comprehensive analysis on laser spots adversarial attacks using genetic algorithm

Authors: Youssef Mansour Ayad Turky Ibrahim Abaker Hashem et al.

Source: Intelligent Systems with Applications, Vol 28, Iss , Pp 200598- (2025)

Subject Terms: Physical attacks, Light-based attacks, Adverse perturbations, Hyperparameters optimization, Cybernetics, Q300-390, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2667305325001243; https://doaj.org/toc/2667-3053

Access URL: https://doaj.org/article/2b73760b66874060a886b3524287461c

A novel approach based on XGBoost classifier and Bayesian optimization for credit card fraud detection

Authors: Mohammed Tayebi Said El Kafhali

Source: Cyber Security and Applications, Vol 3, Iss , Pp 100093- (2025)

Subject Terms: XGBoost algorithm, Hyperparameters optimization, Bayesian optimization, Fraud detection, Credit card transactions, Cross-validation, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2772918425000104; https://doaj.org/toc/2772-9184

Access URL: https://doaj.org/article/66d7eaaf86ff433da49a508ab1bfbf10

A hybrid ABC-based online evolving spiking neural network for unsupervised anomaly detection in streaming data

Authors: Rabie Rehan Shahnorbanun Sahran Nor Samsiah Sani et al.

Source: PeerJ Computer Science, Vol 11, p e3184 (2025)

Subject Terms: Anomaly detection, Evolving spiking neural networks (eSNN), Artificial bee colony (ABC), Hyperparameters optimization, Deep learning, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://peerj.com/articles/cs-3184.pdf; https://peerj.com/articles/cs-3184/; https://doaj.org/toc/2376-5992

Access URL: https://doaj.org/article/f2f30165247f4ef3919ae5182e92a619

Enhancing patient rehabilitation outcomes: artificial intelligence-driven predictive modeling for home discharge in neurological and orthopedic conditions

Authors: Leonardo Buscarini Paola Romano Elena Sofia Cocco et al.

Source: Journal of NeuroEngineering and Rehabilitation, Vol 22, Iss 1, Pp 1-16 (2025)

Subject Terms: Personalized rehabilitation, Machine learning, Classification algorithm, Random forest, Unbalance, Hyperparameters optimization, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

File Description: electronic resource

Relation: https://doaj.org/toc/1743-0003

Access URL: https://doaj.org/article/5550d330ce50499fbf87a55cec302e71

Heuristic based federated learning with adaptive hyperparameter tuning for households energy prediction

Authors: Liana Toderean Mihai Daian Tudor Cioara et al.

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-17 (2025)

Subject Terms: Federated learning, Energy prediction, Hyperparameters optimization, Simulated Annealing-based federated aggregation, Genetic algorithm, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/5cf108cf039e44a4b0983257d7907ce9

Wheat yield prediction through artificial bee colony-enhanced convolutional neural network

Authors: Lokeshwari, M. Jha, Girish Kumar Lama, Achal et al.

Source: Indian Journal of Genetics and Plant Breeding (The) 85(1):78-86. 2025

Development of a Fully Optimized Convolutional Neural Network for Astrocytoma Classification in MRI Using Explainable Artificial Intelligence

Authors: Christos Ch. Andrianos Spiros A. Kostopoulos Ioannis K. Kalatzis et al.

Source: Journal of Imaging, Vol 11, Iss 10, p 343 (2025)

Subject Terms: astrocytoma, convolutional neural network, hyperparameters optimization, explainable artificial intelligence, Photography, TR1-1050, Computer applications to medicine. Medical informatics, R858-859.7, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://www.mdpi.com/2313-433X/11/10/343; https://doaj.org/toc/2313-433X

Access URL: https://doaj.org/article/0c5b40b77d8c4be795c36a9fbb057820

Hyperparameters optimization of evolving spiking neural network using artificial bee colony for unsupervised anomaly detection

Authors: Rehan Rabie Sahran Shahnorbanun Alyasseri Zaid Abdi Alkareem et al.

Source: Journal of Intelligent Systems, Vol 34, Iss 1, Pp 2844-39 (2025)

Subject Terms: Science, Electronic computers. Computer science, artificial bee colony, deep learning, QA75.5-76.95, evolving spiking neural networks, hyperparameters optimization, optimization, anomaly detection

Access URL: https://doaj.org/article/975ed482da2047d3aa2d465fd95b9619

TEGOA-CNN: An Improved Gannet Optimization Algorithm for CNN Hyperparameter Optimization in Remote Sensing Sence Classification

Authors: Tsu-Yang Wu Chengyuan Yu Haonan Li et al.

Source: Remote Sensing, Vol 17, Iss 17, p 3087 (2025)

Subject Terms: remote sensing sence classification, hyperparameters optimization, Gannet Optimization Algorithm, T-distribution perturbation, elite retention, Science

File Description: electronic resource

Relation: https://www.mdpi.com/2072-4292/17/17/3087; https://doaj.org/toc/2072-4292

Access URL: https://doaj.org/article/ee9555354b944608b16728b1cecf360e

Unveiling the secrets of neural network scaling for ECG classification

Authors: Byeong Tak Lee Joon-myoung Kwon Yong-Yeon Jo

Source: Informatics in Medicine Unlocked, Vol 55, Iss , Pp 101639- (2025)

Subject Terms: Electrocardiogram, Network scaling, Hyperparameters optimization, Deep learning, Convolutional neural network, Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2352914825000279; https://doaj.org/toc/2352-9148

Access URL: https://doaj.org/article/5ac20b00ac344a6990e2ae259fccfc99

Recognition of plant leaf diseases based on deep learning and the chemical reaction optimization algorithm

Authors: Ba, Nghien Nguyen Thi, Nhung Nguyen Quoc, Dung Vuong et al.

Contributors: Ba, Nghien Nguyen Thi, Nhung Nguyen Quoc, Dung Vuong et al.

Source: Indonesian Journal of Electrical Engineering and Computer Science; Vol 38, No 1: April 2025; 447-458 ; 2502-4760 ; 2502-4752 ; 10.11591/ijeecs.v38.i1

Subject Terms: Agriculture, CRO, Deep learning model, Hyperparameters optimization, Leaf diseases, SVM

File Description: application/pdf

Relation: https://ijeecs.iaescore.com/index.php/IJEECS/article/view/38370/19103; https://ijeecs.iaescore.com/index.php/IJEECS/article/view/38370

Availability: https://ijeecs.iaescore.com/index.php/IJEECS/article/view/38370
https://doi.org/10.11591/ijeecs.v38.i1.pp447-458

Diabetes mellitus diagnosis method based random forest with bat algorithm

Authors: Anam, Syaiful Deny Tisna Amijaya, Fidia Hadi Wijoyo, Satrio et al.

Source: IAES International Journal of Artificial Intelligence (IJ-AI); Vol 14, No 2: April 2025; 1140-1149 ; 2252-8938 ; 2089-4872 ; 10.11591/ijai.v14.i2

Subject Terms: Random Forest, Bat Algorithm, Hyperparameters Optimization, Diabetes mellitus, Diagnosis, Hyperparameter optimization

File Description: application/pdf

Relation: https://ijai.iaescore.com/index.php/IJAI/article/view/25142/14440; https://ijai.iaescore.com/index.php/IJAI/article/view/25142

Availability: https://ijai.iaescore.com/index.php/IJAI/article/view/25142
https://doi.org/10.11591/ijai.v14.i2.pp1140-1149

Two-Tier Cascaded Classifiers to Improve Electrical Power Quality

Authors: ELMASRY, WİSAM Wadi, Mohammed Shahinzadeh, Hossein

Source: 2022 26th International Electrical Power Distribution Conference (EPDC). :96-101

Subject Terms: Electrical fault classification, Feature and hyperparameters optimization, 02 engineering and technology, 7. Clean energy, Electrical Power Quality, Electrical fault detection, Binary Classifiers, Electrical Fault Classification, Electrical Power quality, Distribution networks, Electrical Fault Detection, Feature and Hyperparameters Optimization, 0202 electrical engineering, electronic engineering, information engineering, Binary classifiers, Distribution Networks

File Description: application/pdf

Access URL: https://hdl.handle.net/20.500.12436/4391
https://doi.org/10.1109/EPDC56235.2022.9817239
https://hdl.handle.net/11413/8423
https://doi.org/10.1109/EPDC56235.2022.9817239

Hyperparameter Optimization EM Algorithm via Bayesian Optimization and Relative Entropy

Authors: Dawei Zou Chunhua Ma Peng Wang et al.

Source: Entropy, Vol 27, Iss 7, p 678 (2025)

Subject Terms: hyperparameters optimization, evidence function, relative entropy, EM algorithm, Science, Astrophysics, QB460-466, Physics, QC1-999

File Description: electronic resource

Relation: https://www.mdpi.com/1099-4300/27/7/678; https://doaj.org/toc/1099-4300

Access URL: https://doaj.org/article/44d40d4f83ec430db41dbbfe122d9795

Heart disease classification using optimized Machine learning algorithms

Authors: Mohammad Abood Kadhim Abdulkareem Merhej Radhi

Source: Iraqi Journal for Computer Science and Mathematics, Vol 4, Iss 2 (2023)

Subject Terms: Random Forest, K-Nearest Neighbor (KNN), Decision tree (DT), Electronic computers. Computer science, Machine learning (ML), QA75.5-76.95, Support Vector Machines (SVM), hyperparameters optimization, 3. Good health

Access URL: https://doaj.org/article/2b103496e8394cc5a731a9e2e93b8dfb

Enhanced Deep Deterministic Policy Gradient Algorithm Using Grey Wolf Optimizer for Continuous Control Tasks

Authors: Ebrahim Hamid Hasan Sumiea Said Jadid Abdulkadir Mohammed Gamal Ragab et al.

Source: IEEE Access, Vol 11, Pp 139771-139784 (2023)

Subject Terms: deep reinforcement learning, Electrical engineering. Electronics. Nuclear engineering, Deep deterministic policy gradient, hyperparameters optimization, grey wolf optimization, TK1-9971

Access URL: https://doaj.org/article/0543e6a07ae14ef896ab725f6215ecc7

A Novel Graph Convolutional Gated Recurrent Unit Framework for Network-Based Traffic Prediction

Authors: Basharat Hussain Muhammad Khalil Afzal Sheraz Anjum et al.

Source: IEEE Access, Vol 11, Pp 130102-130118 (2023)

Subject Terms: traffic flow prediction, gated recurrent unit, 11. Sustainability, deep learning, Electrical engineering. Electronics. Nuclear engineering, Intelligent transportation system, traffic network graph, hyperparameters optimization, TK1-9971

Access URL: https://doaj.org/article/08b105e3d9a6420589ffadf817c84d0f