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Deep learning

Explainable depth-wise and channel-wise fusion models for multi-class skin lesion classification

Humam AbuAlkebash, Radhwan A. A. Saleh, H. Metin Ertunç

DFENet: A diverse feature extraction neural network for improving automatic modulation classification accuracy in wireless communication systems

Ha-Khanh Le, Van-Phuc Hoang, Van-Sang Doan

Network intrusion detection using a hybrid graph-based convolutional network and transformer architecture

Peter Appiahene, Samuel Opoku Berchie, [ ... ], Stephen Afrifa

Lightweight traffic sign detection algorithm with noise suppression and semantic enhancement

Lingchao Wang, Qiang Ai, Haibo Jin

Text-to-image generation with enhanced GANs: Bridging semantic gaps using RNN and CNN

Sadia Ramzan, Hafiz Arslan Ramzan, [ ... ], Muhammad Moazzam Ali

Reassessing feature-based Android malware detection in a contemporary context

Ali Muzaffar, Hani Ragab Hassen, Hind Zantout, Michael A. Lones

Deep learning detection and classification of fungal and non-fungal calcifications on paranasal sinus CT imaging

Zepa Yang, Insung Choi, [ ... ], Inseon Ryoo

Improving micromorphological analysis with CNN-based segmentation of flint/obsidian, bone and charcoal

Rafael Arnay, Pedro García-Villa, [ ... ], Carolina Mallol

FetCAT: Cross-attention fusion of transformer-CNN architecture for fetal brain plane classification with explainability using motion-degraded MRI

Sayma Alam Suha, Rifat Shahriyar

Forest fire prediction using image processing

Yingdan Li, Junting Chen, [ ... ], Hongxing Tian

Artificial intelligence-based dairy cattle behavior recognition for estrus detection via ensemble fusion of two camera views

Panawit Hanpinitsak, Tatpong Katanyukul, [ ... ], Arthit Phuphaphud

Towards practical AI for agriculture: A self-supervised attention framework for Spinach leaf disease detection

Nilavro Das Kabya, MD Shaifullah Sharafat, [ ... ], Riasat Khan

Alzheimer’s disease prediction via an explainable CNN using genetic algorithm and SHAP values

Mohammad Zahedipour, Mohammad Saniee Abadeh, Shakila Shojaei

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