Multi-Label Image Classification by Feature Attention Network حسب Zheng Yan (194231)

"…<p dir="ltr">Learning the correlation among labels is a standing-problem in the multi-label image recognition task. The label correlation is the key to solve the multi-label classification but it is too abstract to model. …"

Integrating binary classification and clustering for multi-class dysarthria severity level classification: a two-stage approach حسب Afnan S. Al-Ali (22224889)

MEDIC: a multi-task learning dataset for disaster image classification حسب Firoj Alam (14158866)

الموضوعات:

General Classification and Comprehensive Performance Assessment of Multi-Objective DC Voltage Control in Multi-Terminal HVDC Networks حسب Sawsan S. Sayed (16896414)

"…<p>The recent massive global movement towards green energy in power systems has raised the efforts of integrating large-scale Renewable Energy Sources (RESs) through Multi-Terminal HVDC (MTDC) systems. The configuration of the MTDC system and the possibility of transnational interconnection impose some challenges and raise the potential of single or multi-objective control for the DC voltage control. …"

Multi Self-Organizing Map (SOM) Pipeline Architecture for Multi-View Clustering حسب Saadia Jamil (22045946)

"…<p dir="ltr">Clustering has proved to be a successful classification method when it comes to dealing with multiview data. …"

A novel multi-scale violence and public gathering dataset for crowd behavior classification حسب Almiqdad Elzein (13141038)

GENERALIZABLE AND SELECTIVE 2D/3D DEEP-MODEL FOR MULTI-VIEW OBJECT CLASSIFICATION حسب unknown

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Comparative Study on Arabic Text Classification: Challenges and Opportunities حسب Abualigah, Laith

الموضوعات: "…Arabic text classification…"
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Multi-Modal Emotion Aware System Based on Fusion of Speech and Brain Information حسب M. Ghoniem, Rania

الموضوعات: "…multi-modal emotion aware systems; speech processing; EEG signal processing; hybrid classification models…"
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Enhancing Breast Cancer Diagnosis With Bidirectional Recurrent Neural Networks: A Novel Approach for Histopathological Image Multi-Classification حسب Rajendra Babu Chikkala (22330876)

"…In this study, we introduce an innovative method for the multi-classification of breast cancer histopathological images utilizing Bidirectional Recurrent Neural Networks (BRNN). …"

A Reliable and Robust Deep Learning Model for Effective Recyclable Waste Classification حسب Md. Mosarrof Hossen (21401603)

الموضوعات:

Internet of things based multi-sensor patient fall detection system حسب Khan, Sarah

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Fault detection and classification in hybrid energy-based multi-area grid-connected microgrid clusters using discrete wavelet transform with deep neural networks حسب S. N. V. Bramareswara Rao (21768302)

"…With this intent, this work proposes a “Discrete Wavelet Transform with Deep Neural Network (DWT-DNN)” for detecting and classifying the various faults that occurred in hybrid energy-based multi-area grid-connected microgrid clusters. The proposed DWT-DNN first extracts the input features from the point of common coupling of the cluster system using DWT, and then, these decomposed features are applied as input variables to train the DNN for the detection and classification of various faults. …"

EEG-Based Multi-Level Mental State Classification Using Partial Directed Coherence and Graph Convolutional Networks: Impact of Binaural Beats on Stress Mitigation حسب Badr, Yara

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An Exemplar Pyramid Feature Extraction Based Alzheimer Disease Classification Method حسب Heba Soliman Zaina (16904787)

"…An accuracy result of 89.80 was reported for multi-class classification of 4 stages of Alzheimer disease (Cognitive Normal, Early Mild Cognitive Impairment, Late Mild Cognitive Impairment and Alzheimer Disease) for both Gray Matter (GM) and White Matter (WM). …"

Label dependency modeling in Multi-Label Naïve Bayes through input space expansion حسب PKA Chitra (21749216)

الموضوعات:

Review on classification of resonant converters for electric vehicle application حسب Sheetal Deshmukh (Gore) (17148340)

"…However, the detailed classification of resonant converters used in EVs is not sufficiently discussed in the literature. …"

Harmonizing Bilingual Layouts: A Proposal of Latin–Arabic Typographic Classifications حسب Abdel Baki, Randa

"…It aims to serve as an initial model for other multi scripts approaches. It stages the process and the challenges of designing bilingual systems. …"
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Machine learning approach for the classification of corn seed using hybrid features حسب Aqib Ali (19680145)

"…The nine optimized features have been acquired by employing the correlation-based feature selection (CFS) technique with the Best First search algorithm. To build the classification models, Random forest (RF), BayesNet (BN), LogitBoost (LB), and Multilayer Perceptron (MLP) were employed using optimized multi-feature using (10-fold) cross-validation approach. …"

Hybrid Neural Networks for Precise Hydronephrosis Classification Using Deep Learning حسب Abdus Salam (1918387)

"…The proposed framework integrates a DenseNet201 backbone, Feature Pyramid Network (FPN), and Self-Organizing Neural Network (SelfONN) layers to enable multi-scale feature extraction and improve spatial precision. …"