Visualization and classification of mushroom species with multi-feature fusion of metaheuristics-based convolutional neural network model
Determining the correct mushroom species with the necessary ecological characteristics is
critical to continue mushroom production, which is essential in gastronomy. The mushroom …
critical to continue mushroom production, which is essential in gastronomy. The mushroom …
Multifeature Fusion Method with Metaheuristic Optimization for Automated Voice Pathology Detection
Voice pathologies occur due to various factors, such as malfunction of the vocal cords.
Computerized acoustic examination-based vocal pathology detection is crucial for early …
Computerized acoustic examination-based vocal pathology detection is crucial for early …
Brain tumor detection with mRMR-based multimodal fusion of deep learning from MR images using Grad-CAM
The brain tumor is considered a deadly cancer disease that can be seen among people of
almost all ages. Early diagnosis and treatment by radiologists are very important in terms of …
almost all ages. Early diagnosis and treatment by radiologists are very important in terms of …
The Golf Sport Inspired Search metaheuristic algorithm and the game theoretic analysis of its operators' effectiveness
A Husseinzadeh Kashan, S Karimiyan, AJ Kulkarni - Soft Computing, 2024 - Springer
This paper introduces the Golf Sport Inspired Search (GSIS) algorithm as an evolutionary
search method for numerical optimization. Each solution is generated with the aid of the step …
search method for numerical optimization. Each solution is generated with the aid of the step …
An NCA-based hybrid cnn model for classification of Alzheimer's disease on grad-cam-enhanced brain MRI images
Alzheimer's, one of the most prevalent varieties of dementia, is a fatal neurological disease
for which there is presently no known cure. Early diagnosis of such diseases and …
for which there is presently no known cure. Early diagnosis of such diseases and …
An Improved Boosting Bald Eagle Search Algorithm with Improved African Vultures Optimization Algorithm for Data Clustering
FS Gharehchopogh - Annals of Data Science, 2024 - Springer
Data clustering is one of the main issues in the optimization problem. It is the process of
clustering a group of items into several groups. Items within each group have the greatest …
clustering a group of items into several groups. Items within each group have the greatest …
Classification of satellite images for ecology management using deep features obtained from convolutional neural network models
E Özbay, M Yıldırım - Iran Journal of Computer Science, 2023 - Springer
Ecology is the scientific study of balancing biodiversity, which has an impact on natural life
and habitats and establishes a strong yet complicated link between the ecosystem's …
and habitats and establishes a strong yet complicated link between the ecosystem's …
Gastrointestinal Tract Disease Classification Using Residual-Inception Transformer with Wireless Capsule Endoscopy Images Segmentation
E Özbay - IEEE Access, 2024 - ieeexplore.ieee.org
One of the leading causes of cancer-related mortality in affluent nations is Colorectal Cancer
(CRC). Gastrointestinal (GI) disorders pose a severe hazard to human health and are …
(CRC). Gastrointestinal (GI) disorders pose a severe hazard to human health and are …
A Hybrid Multi-population Optimization Algorithm for Global Optimization and Its Application on Stock Market Prediction
Meta-heuristic algorithms are formulated and implemented based on events and
occurrences in nature. By creating shortcuts throughout the problem space, they try to find …
occurrences in nature. By creating shortcuts throughout the problem space, they try to find …
[PDF][PDF] A binary Jaya algorithm with selection-based local search mechanism for large-scale optimization problems
A Özkiş, M Karakoyun - Journal of the Faculty of Engineering and …, 2023 - academia.edu
Purpose: The ELSM mechanism aims to search the solution space in binary optimization
problems effectively. The ELSM mechanism contributes to the global best solution to get rid …
problems effectively. The ELSM mechanism contributes to the global best solution to get rid …