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View article: A Multi-Scale Unsupervised Feature Extraction Network with Structured Layer-Wise Decomposition
A Multi-Scale Unsupervised Feature Extraction Network with Structured Layer-Wise Decomposition Open
Recent developments in deep learning have underscored prizing effective feature extraction in scenarios with limited or unlabeled data. This study introduces a novel unsupervised multi-scale feature extraction framework based on a multi-br…
View article: Reducing Model Complexity in Neural Networks by Using Pyramid Training Approaches
Reducing Model Complexity in Neural Networks by Using Pyramid Training Approaches Open
Throughout the evolution of machine learning, the size of models has steadily increased as researchers strive for higher accuracy by adding more layers. This escalation in model complexity necessitates enhanced hardware capabilities. Today…
View article: Reducing Model Complexity in Neural Networks by Using Pyramid Training Approaches
Reducing Model Complexity in Neural Networks by Using Pyramid Training Approaches Open
Throughout the evolution of machine learning, the size of models has steadily increased as researchers strive for higher accuracy by adding more layers. This escalation in model complexity necessitates enhanced hardware capabilities. Today…
View article: Document Retrieval System for Biomedical Question Answering
Document Retrieval System for Biomedical Question Answering Open
In this paper, we describe our biomedical document retrieval system and answers extraction module, which is part of the biomedical question answering system. Approximately 26.5 million PubMed articles are indexed as a corpus with the Apach…
View article: Review of: "An Improved Hybrid Transfer Learning-Based Deep Learning Model for Alzheimer’s Disease Detection Using CT and MRI Scans"
Review of: "An Improved Hybrid Transfer Learning-Based Deep Learning Model for Alzheimer’s Disease Detection Using CT and MRI Scans" Open
Potential competing interests: No potential competing interests to declare.-Column names should be added for Figures 4,6.-In its current form, this study appears to be application-oriented.The mathematical model of the proposed method is n…
View article: Extreme Learning Machine Algorithm in Sentiment Analysis and Its Applications: Systematic Literature Review
Extreme Learning Machine Algorithm in Sentiment Analysis and Its Applications: Systematic Literature Review Open
Natural language processing and machine learning are used to define and extract human emotions from unstructured text using a technique called sentiment analysis. Many organizations and companies today want to use this to recognize and act…
View article: New Optimized Deep Learning Application for COVID-19 Detection in Chest X-ray Images
New Optimized Deep Learning Application for COVID-19 Detection in Chest X-ray Images Open
Due to false negative results of the real-time Reverse Transcriptase-Polymerase Chain Reaction (RT-PCR) test, the complemental practices such as computed tomography (CT) and X-ray in combination with RT-PCR are discussed to achieve a more …
View article: Fusing Census and MC-CNN Cost Volumes for Stereo Matching
Fusing Census and MC-CNN Cost Volumes for Stereo Matching Open
Stereo matching is an important and popular field of computer vision.Numerous researchers worldwide are devoted to enhancing the effectiveness of stereo matching applications.In stereo matching, determining the costs of matching is a criti…
View article: FUSING CENSUS AND MC-CNN COST VOLUMES FOR STEREO MATCHING
FUSING CENSUS AND MC-CNN COST VOLUMES FOR STEREO MATCHING Open
In stereo matching applications Semi-Global Matching (SGM) is a highly preferred technique.SGM method accepts a cost-volume that represents the distance or similarity measurements for user defined disparity range and applies penalties to t…
View article: A hybrid CNN-LSTM model for pre-miRNA classification
A hybrid CNN-LSTM model for pre-miRNA classification Open
miRNAs (or microRNAs) are small, endogenous, and noncoding RNAs construct of about 22 nucleotides. Cumulative evidence from biological experiments shows that miRNAs play a fundamental and important role in various biological processes. The…
View article: A New Classification Approach with Deep Mask R-CNN for Synthetic Aperture Radar Image Segmentation
A New Classification Approach with Deep Mask R-CNN for Synthetic Aperture Radar Image Segmentation Open
In this paper, a hybrid classification approach which is combined with a more deep mask region-convolutional neural network and sparsity driven despeckling algorithm is proposed for synthetic aperture radar (SAR) image segmentation instead…
View article: Modeling and Predicting of News Popularity in Social Media Sources
Modeling and Predicting of News Popularity in Social Media Sources Open
The popularity of news, which conveys newsworthy events which occur during day to people, is substantially important for the spectator or audience. People interact with news website and share news links or their opinions. Thi... | Find, re…
View article: A study on analysis of cardiovascular diseases
A study on analysis of cardiovascular diseases Open
Commonly seen in adults, cardiovascular diseases are important health problems. In order to investigate the causes of the diseases which affect the heart and the blood vessels, two datasets were used. First, one of these datasets is public…
View article: A new fuzzy logic based career guidance system: WEB-CGS
A new fuzzy logic based career guidance system: WEB-CGS Open
Choosing a career affects individuals’ social life deeply in terms of many dimensions. However, choosing the right career is becoming increasingly difficult given the existence of an increasing number of professions and training opportunit…
View article: Improvement of Radial basis Function Interpolation Performance on Cranial Implant Design
Improvement of Radial basis Function Interpolation Performance on Cranial Implant Design Open
Cranioplasty is a neurosurgical operation for repairing cranial defects that have occurred in a previous operation or trauma. Various methods have been presented for cranioplasty from past to present. In computer-aided design based methods…
View article: A Decision Support System for Early-Stage Diabetic Retinopathy Lesions
A Decision Support System for Early-Stage Diabetic Retinopathy Lesions Open
Retina is a network layer containing light-sensitive cells. Diseases that occur in this layer, which performs the eye-sight, threaten our eye-sight directly. Diabetic Retinopathy is one of the main complications of diabetes mellitus and it…
View article: A Parallel Simulated Annealing Algorithm for Weapon-Target Assignment Problem
A Parallel Simulated Annealing Algorithm for Weapon-Target Assignment Problem Open
Weapon-target assignment (WTA) is a combinatorial optimization problem and is known to be NP-complete. The WTA aims to best assignment of weapons to targets to minimize the total expected value of the surviving targets. Exact methods can s…
View article: Assessing the importance of features for detection of hard exudates in retinal images
Assessing the importance of features for detection of hard exudates in retinal images Open
Diabetes disrupts the operation of the eye and leads to vision loss, affecting particularly the nerve layer and capillary vessels in this layer by changes in the blood vessels of the retina.~Suddenly loss and blurred vision problems occur …
View article: Detection of Hard Exudates in Retinal Fundus Images based on Important Features Obtained from Local Image Descriptors
Detection of Hard Exudates in Retinal Fundus Images based on Important Features Obtained from Local Image Descriptors Open
Diabetic retinopathy is one of the main complications of diabetes mellitus and it is a progressive ocular disease, the most significant factor contributing to blindness in the later stages of the disease. It has been a subject of many stud…
View article: A statistical approach to classification of keratoconus
A statistical approach to classification of keratoconus Open
The front portion of the eye consists of a transparent layer called the cornea. The cornea is an important optical component for vision and plays a role in the specific refraction of the eye. The cornea normally has convexity but the amoun…
View article: Disaster Management and Disaster Preparedness: Examples of Practices in California and Turkey
Disaster Management and Disaster Preparedness: Examples of Practices in California and Turkey Open
Disaster is the result of natural and human-induced events that community can’t be able to overcome by their own facilities and that causes economic and social losses by interrupting or stopping the social life. Nowadays, causes of the tra…
View article: Automatic Detection of Optic Disc in Retinal Image by Using Keypoint Detection, Texture Analysis, and Visual Dictionary Techniques
Automatic Detection of Optic Disc in Retinal Image by Using Keypoint Detection, Texture Analysis, and Visual Dictionary Techniques Open
With the advances in the computer field, methods and techniques in automatic image processing and analysis provide the opportunity to detect automatically the change and degeneration in retinal images. Localization of the optic disc is ext…
View article: Automated detection of optic disc in retinal fundus images using gabor filter kernels
Automated detection of optic disc in retinal fundus images using gabor filter kernels Open
Identifying the position of the optic disc on the retinal fundus image is a technique that is often used in medical diagnosis, treatment and monitoring processes. Determination of the intensity of the bright colors that belongs to the opti…
View article: Automatic Identification of Hard Exudates in Retinal Fundus Images using Techniques of Information Retrieval
Automatic Identification of Hard Exudates in Retinal Fundus Images using Techniques of Information Retrieval Open
Diabetic retinopathy, a subject of many studies in the medical image processing field since long time, is one of the major complications of diabetes mellitus and it cause blindness.In this study, we proposed a method that consist of keypoi…