DRCCT: Enhancing Diabetic Retinopathy Classification with a Compact Convolutional Transformer by Mohamed Touati, Rabeb Touati, Laurent Nana, Faouzi Benzarti, Sadok Ben Yahia

Subjects: Get full text

Machine Learning-Based Classification of Turkish Music for Mood-Driven Selection by Nazime Tokgöz, Ali Değirmenci, Ömer Karal

Subjects: “…classification…”
Get full text

End-to-End Semantic Leaf Segmentation Framework for Plants Disease Classification by Khalil Khan, Rehan Ullah Khan, Waleed Albattah, Ali Mustafa Qamar

“…Plant disease detection and classification is a much-developed research area due to enormous development in machine learning (ML). …”
Get full text

Method of Depression Classification Based on Behavioral and Physiological Signals of Eye Movement by Mi Li, Lei Cao, Qian Zhai, Peng Li, Sa Liu, Richeng Li, Lei Feng, Gang Wang, Bin Hu, Shengfu Lu

“…The results show that, on the one hand, the classification performance based on the fusion features of eye movement behavior and physiological signals is better than using a single behavior feature and a single physiological feature; on the other hand, compared with previous methods, the proposed method for depression recognition achieves better classification results. …”
Get full text

Artificial Neural Network-Statistical Approach for PET Volume Analysis and Classification by Mhd Saeed Sharif, Maysam Abbod, Abbes Amira, Habib Zaidi

“…The proposed analysis methodology of clinical oncological PET data has shown promising results and can successfully classify and quantify malignant lesions.…”
Get full text

Classifications of triple-negative breast cancer: insights and current therapeutic approaches by Ziqi Chen, Yumeng Liu, Minchuan Lyu, Chi Ho Chan, Meiheng Sun, Xin Yang, Shuangying Qiao, Zheng Chen, Sifan Yu, Meishen Ren, Aiping Lu, Ge Zhang, Fangfei Li, Yuanyuan Yu

Subjects: Get full text

Implementation of Haar Cascade and Adaboost Algorithms in Photo Classification on Social Networks by Rezty Amalia Aras, Hutami Endang

Subjects: “…classification…”
Get full text

Classical and Impulse Stochastic Control on the Optimization of Dividends with Residual Capital at Bankruptcy by Peimin Chen, Bo Li

“…Maximization of both expected total discounted dividends before bankruptcy and expected discounted returned money at the state of terminal bankruptcy becomes a mixed classical-impulse stochastic control problem. In order to solve this problem, we reduce it to quasi-variational inequalities with a nonzero boundary condition. …”
Get full text

Alzheimer's disease image classification based on enhanced residual attention network. by Xiaoli Li, Bairui Gong, Xinfang Chen, Hui Li, Guoming Yuan

“…To address these issues, this study proposes a deep learning model to detect Alzheimer's disease; it is called Enhanced Residual Attention Network (ERAN) that can classify medical images. By combining residual learning, attention mechanism, and soft thresholding, the feature representation ability and classification accuracy of the model have been improved. …”
Get full text

SNCA: Semi-Supervised Node Classification for Evolving Large Attributed Graphs by Faima Abbasi, Muhammad Muzammal, Qiang Qu, Farhan Riaz, Jawad Ashraf

Subjects: Get full text

Peculiarities of the classification of raw-smoked sausages during forensic commodity examination by Ye. М. Sobakar, Ya. О. Kulyk

Subjects: “…classification of raw-smoked sausages…”
Get full text

Toward a Classification of Mixed-State Topological Orders in Two Dimensions by Tyler D. Ellison, Meng Cheng

“…The classification and characterization of topological phases of matter is well understood for ground states of gapped Hamiltonians that are well isolated from the environment. …”
Get full text

Classification and determination of the tobacco raw materials authenticity during the forensic examination by S. A. Trofimets

Subjects: Get full text

Rare classification of a lower eyelid lesion as tubular apocrine adenoma by Nishita T. Sheth, Christopher Stamey, Christopher R. Dermarkarian

Get full text

An Improved ConvNeXt With Multimodal Transformer for Physiological Signal Classification by Jiajian Zhu, Yue Feng, Qichao Liu, Hong Xu, Yuan Miao, Zhuosheng Lin, Jia Li, Huilin Liu, Ying Xu, Fufeng Li

Subjects: “…coronary heart disease classification…”
Get full text

A Semi-supervised Deep Learning Method for Cervical Cell Classification by Siqi Zhao, Yongjun He, Jian Qin, Zixuan Wang

“…Training a deep neural network-based classification model requires a large amount of data. …”
Get full text

Chronic active lesions in multiple sclerosis: classification, terminology, and clinical significance by Assunta Dal-Bianco, Jiwon Oh, Pascal Sati, Martina Absinta

Get full text

Data Clustering Improves Siamese Neural Networks Classification of Parkinson’s Disease by Mohamed Shalaby, Nahla A. Belal, Yasser Omar

“…Moreover, clustering a dataset before applying classification enhances the distribution of similar samples among groups. …”
Get full text

A novel feature selection technique: Detection and classification of Android malware by Sandeep Sharma, Prachi, Rita Chhikara, Kavita Khanna

“…The research employs extensive experiments on the Kronodroid dataset, a comprehensive and large-scale dataset, to gauge how well the proposed technique identifies and classifies malicious Android applications. Experimental results using machine learning algorithms demonstrate that the technique proposed in this research effectively integrates the advantages of individual feature selection techniques and exhibits the potential to identify a brief set of pivotal features for detecting Android malware. …”
Get full text

CLASSIFICATION OF PROFESSIONAL EDUCATIONAL PROGRAMS IN THE RUSSIAN FEDERAITION: PROBLEMS AND POSSIBLE DECISIONS by B. A. Sazonov

Subjects: “…classification system…”
Get full text