Real-Time Smoke Detection in Surveillance Videos Using an Enhanced RT-DETR Framework with Triplet Attention and HS-FPN by Lanyan Yang, Yuanhang Cheng, Fang Xu, Boning Li, Xiaoxu Li

“…The ADown module significantly reduces computational complexity, enabling real-time operation on devices with limited resources. …”
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Af-CAN: Multimodal Emotion Recognition Method Based on Situational Attention Mechanism by Xue Zhang, Mingjiang Wang, Xiao Zeng, Xuyi Zhuang

“…Furthermore, in response to the characteristics of emotional dynamics and context dependency in conversations, this framework introduces a special context modeling unit capable of tracking the evolution of emotional states in the conversation and the mutual influence of emotions between speakers. Experimental evaluations carried out on multiple standard datasets have shown that Af-CAN outperforms existing ERC systems on various evaluation metrics, particularly showing significant advantages in handling complex emotional changes in conversations, laying a solid foundation for advancing the application of emotional intelligence in human-computer interaction.…”
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Interpretable Deep Learning Model for Grape Leaf Disease Classification Based on EfficientNet with Grad-CAM Visualization by Castaka Agus Sugianto, Dini Rohmayani, Jhoanne Fredricka, Mohamed Doheir

“…The EfficientNetB0 model was employed due to its strong feature extraction capabilities and computational efficiency. The proposed model achieved 99.36% accuracy, with evaluation metrics including precision (99%), recall (99%), and F1-score (99%), demonstrating its reliability in distinguishing disease categories. …”
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Virtual Reality Planning for Mandible Reconstruction: A Case Report by Annesha R. Banerjee, BS, Linping Zhao, PhD, Chad Purnell, MD, Nina Svirinovska, BS, Lee Alkureishi, MD

“…A 17-year-old man with a history of left hemimandibulectomy for ameloblastoma and prior failed free fibula reconstruction presented for surgical evaluation. The patient’s preoperative computed tomography scans were imported into ImmersiveRecon, where planning was completed by the surgeon. …”
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Improperly diagnosed odontogenic myxoma in a 23-year-old female: A radiographic analysis by Gabriel Maria Ferdilia Sugianto, Aga Satria Nurrachman, Eha Renwi Astuti

“…Purpose: This case report aims to describe and discuss an OM case from the perspective of oral radiology on panoramic radiographs and cone-beam computed tomography (CBCT). Case: A 23-year-old female went to her first dentist for orthodontic treatment with no prior radiographic evaluation. …”
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A comparative study of ultra-massive MIMO intelligent receivers with adversarial robustness and energy efficiency for 6G applications by Pushkar Nidagundi, Advesh Darvekar, Malik Amber, Ramesh R

“…Limitations of simulation-based evaluation and a plan for experimental validation are also presented. …”
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Case report and comprehensive literature review: A rare instance of solitary extramedullary plasmacytoma in the trachea by Man Wang, Lu Liu, Shihuan Yu

“…Further diagnostic imaging, including positron emission tomography-computed tomography (PET-CT), showed abnormal fluorodeoxyglucose (FDG) uptake within the lesion. …”
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Brain Tumour Segmentation Using Choquet Integrals and Coalition Game by Makhlouf Derdour, Mohammed El Bachir Yahiaoui, Moustafa Sadek Kahil, Mohamed Gasmi, Mohamed Chahine Ghanem

“…Artificial Intelligence (AI) and computer-aided diagnosis (CAD) have revolutionised various aspects of modern life, particularly in the medical domain. …”
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Leveraging Finite-Precision Errors in Chaotic Systems for Enhanced Image Encryption by B. M. El-Den, Saad Aldosary, Haitham Khaled, Tarek M. Hassan, Walid Raslan

“…This research explores the application of chaotic systems in generating pseudo-random numbers for encryption protocols, offering a novel perspective on addressing the challenges posed by limited computer precision in cryptographic applications. Chaotic systems, while promising for encryption, often suffer from degradation in their chaotic properties when implemented on computers with finite precision. …”
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Bilateral hippocampal infarction and amnesia: A case report by Kostić Smiljana, Pasovski Viktor, Krsmanović Željko, Bošković Željko, Kostić Dejan, Jovanovski Aleksandar, Jović-Stošić Jasmina

“…Cognitive and neuropsychological evaluation revealed an isolated severe damage of episodic memory with the inability of retention of new information which persisted at the control examination three months later. …”
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Optimal site selection for utility-scale solar PV projects using a RETscreen-AHP-TOPSIS framework: application to the southern Cameroon by Yvan Ayuketah, Milton Edimu, Cosmas Mwikirize

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IoT-MFaceNet: Internet-of-Things-Based Face Recognition Using MobileNetV2 and FaceNet Deep-Learning Implementations on a Raspberry Pi-400 by Ahmad Saeed Mohammad, Thoalfeqar G. Jarullah, Musab T. S. Al-Kaltakchi, Jabir Alshehabi Al-Ani, Somdip Dey

“…The resulting system demonstrates high accuracy in real-time and operates efficiently on low-powered devices like the Raspberry Pi 400. The evaluation involves the use of the multilayer perceptron (MLP) and support vector machine (SVM) classifiers. …”
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GNSTAM: Integrating Graph Networks With Spatial and Temporal Signature Analysis for Enhanced Android Malware Detection by Yogesh Kumar Sharma, Deepak Singh Tomar, R. K. Pateriya, Surendra Solanki

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Visual analysis of LLM-based entity resolution from scientific papers by Siyu Wu, Yi Yang, Weize Wu, Ruiming Li, Yuyang Zhang, Ge Wang, Huobin Tan, Zipeng Liu, Lei Shi

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Valorization of a Natural Compound Library in Exploring Potential Marburg Virus VP35 Cofactor Inhibitors via an In Silico Drug Discovery Strategy by Mohamed Mouadh Messaoui, Mebarka Ouassaf, Nada Anede, Kannan R. R. Rengasamy, Shafi Ullah Khan, Bader Y. Alhatlani

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ANALYZING THE EFFECT OF SIMILARITY FUNCTIONS ON PARTITIONING AROUND MEDOIDS ALGORITHM FOR MAPPING DHF DISEASE IN NORTH SUMATRA by Wahyu Nur Fadillah, Yulita Molliq Rangkuti, Ichwanul Muslim Karo Karo

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Reversible Data Hiding in Absolute Moment Block Truncation Codes via Arithmetical and Logical Differential Coding by Ching-Chun Chang, Yijie Lin, Jui-Chuan Liu, Chin-Chen Chang

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Holistic Survey on Security in IoT Application Layer: Attacks, Protocols, and Applications by N. Sharmila Kumari, H. S. Vimala, C. N. Pruthvi, J. Shreyas

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Transient dynamic ampacity of overhead transmission lines utilizing CIGRE Technical Brochure 601: Application under conditions in the Slovak Republic by František Margita, L’ubomír Beňa, Tomasz Binkowski, Paweł Pijarski, Sylwester Adamek

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Design of a novel noise resilient algorithm for fault detection in wind turbines on supervisory control and data acquisition system by Muhammad Irfan, Nabeel Ahmed Khan, Muhammad Abubakar, Zohaib Mushtaq, Tomasz Jakubowski, Paweł Sokołowski, Grzegorz Nawalany, Saifur Rahman

“…Multiple Evaluation metrics were employed to assess the performance of the proposed model under different signal-to-noise conditions.…”
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