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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

published 22 Jan 2026

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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

published 21 Jan 2026

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

Peter Appiahene, Samuel Opoku Berchie, Emmanuel Botchway, Michael Junior Ayitey, John Kwao Dawson, Henry Nii-Armah Mettle, Stephen Afrifa

published 21 Jan 2026

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Lightweight traffic sign detection algorithm with noise suppression and semantic enhancement

Lingchao Wang, Qiang Ai, Haibo Jin

published 21 Jan 2026

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

Sadia Ramzan, Hafiz Arslan Ramzan, Tehmina Kalsum, Mohammed Adnan, Muhammad Akmal Chaudhary, Muhammad Moazzam Ali

published 21 Jan 2026

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Reassessing feature-based Android malware detection in a contemporary context

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

published 20 Jan 2026

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

Zepa Yang, Insung Choi, Hoo Yun, Siwoo Kim, Hye Na Jung, Sangil Suh, Bo Kyu Kim, Byungjun Kim, Sung-Hye You, Inseon Ryoo

published 20 Jan 2026

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

Rafael Arnay, Pedro García-Villa, Javier Hernández-Aceituno, Sara Rueda-Saiz, Carolina Mallol

published 20 Jan 2026

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

Sayma Alam Suha, Rifat Shahriyar

published 20 Jan 2026

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Forest fire prediction using image processing

Yingdan Li, Junting Chen, Yaxuan Zeng, Yuanyuan Ding, Chaobing Huang, Hongxing Tian

published 20 Jan 2026

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

Panawit Hanpinitsak, Tatpong Katanyukul, Norrawit Tonmitr, Chanon Suntra, Sora-at Tanusilp, Arthit Phuphaphud

published 16 Jan 2026

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

Nilavro Das Kabya, MD Shaifullah Sharafat, Rahimul Islam Emu, Mehrab Karim Opee, Riasat Khan

published 16 Jan 2026

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

Mohammad Zahedipour, Mohammad Saniee Abadeh, Shakila Shojaei

published 16 Jan 2026

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