Edge-optimized multimodal cross-fusion architecture for efficient crop disease detection by Thomas Kinyanjui Njoroge, Kelvin Mugoye Shindu, Rachael Kibuku

“…Deployment on low-end mobile devices posed challenges such as computational constraints and offline usability. …”
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CNN-Based Object Recognition and Tracking System to Assist Visually Impaired People by Fahad Ashiq, Muhammad Asif, Maaz Bin Ahmad, Sadia Zafar, Khalid Masood, Toqeer Mahmood, Muhammad Tariq Mahmood, Ik Hyun Lee

“…The application uses MobileNet architecture due to its low computational complexity to run on low-power end devices. …”
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An intelligent optimized object detection system for disabled people using advanced deep learning models with optimization algorithm by Marwa Obayya, Fahd N. Al-Wesabi, Menwa Alshammeri, Huda G. Iskandar

“…In addition, the YOLOv7 method is used for the process of OD to identify, locate, and classify objects within an image. Furthermore, the MobileNetV3 model is utilized for the feature extraction process. …”
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LGR-Net: A Lightweight Defect Detection Network Aimed at Elevator Guide Rail Pressure Plates by Ruizhen Gao, Meng Chen, Yue Pan, Jiaxin Zhang, Haipeng Zhang, Ziyue Zhao

“…In elevator systems, pressure plates secure guide rails and limit displacement, but defects compromise their performance under stress. …”
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DeepGuard: Enhancing Violence Detection in Smart Cities Through Deep Learning by Md. Al-Mamun Provath, Musfequa Rahman, Kaushik Deb, Pranab Kumar Dhar, Tetsuya Shimamura

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AnomLite: Efficient binary and multiclass video anomaly detection by Anna K. Zvereva, Mariam Kaprielova, Andrey Grabovoy

“…The initial layers of MobileNetV2 are employed for efficient spatial feature extraction, capturing low-to-mid-level features such as edges and textures, while the last hidden state of an LSTM processes temporal dependencies to identify patterns indicative of anomalies. …”
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How COVID-19 impacts telehealth: an empirical study of telehealth services, users and the use of metaverse by Lihong Tang, Tingmin Wu, Xiao Chen, Sheng Wen, Wei Zhou, Xiaogang Zhu, Yang Xiang

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From detection to intervention: An end-to-end system for recognizing the “signal for help” gesture in real-time by Federico Buccellato, Eleonora Vacca, Sarah Azimi, Corrado De Sio, Luca Sterpone

“…Despite its potential, its effectiveness has been impeded by limited public awareness, the risk of misinterpretation, and the lack of reliable automated detection systems.To address these challenges, this paper introduces a framework consisting of two interconnected components: a real-time detection system of the “Signal for Help” gesture using a machine learning-based recognition system and a custom mobile application that receives notifications from the detection system and alerts security personnel in real-time.During the development process, we faced several challenges, including detecting the gesture in crowded environments and keeping the computational load low to ensure the system could run efficiently on edge devices.We overcame these challenges by designing a system that combines hand tracking and feature extraction, using tools such as MediaPipe and DeepSORT, followed by a final classification step. …”
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Social Work in Cybersecurity by Samah Monammed Albargi

“…Collaborations between social work and information/computing sciences based on these foundations/fields of social work represent an important pathway toward more productive, sustainable, impactful, and socially just cyber-security programs in the modern society.…”
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A Hybrid Approach for Color Face Recognition Based on Image Quality Using Multiple Color Spaces by Mahdi Hosseinzadeh, Mohammad Mehdi Pazouki, Önsen Toygar

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Spatial attention-guided pre-trained networks for accurate identification of crop diseases by Satrughan Kumar, S. S. Aravinth, Sreedhar Kollem, Munish Kumar, Quadri Noorulhasan Naveed, Azath Mubarakali, Abhishek Bhattacherjee, Addisu Frinjo Emma

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YOLO-SUMAS: Improved Printed Circuit Board Defect Detection and Identification Research Based on YOLOv8 by Ying Tang, Runhao Liu, Sheng Wang

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ProWaste for proactive urban waste management using IoT and machine learning by Thompson Stephan, S. M. Hari Krishna, Chia-Chen Lin, Ujjwal Sumesh, Saurabh Agarwal, Hyunsung Kim

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Wearable Sensor-Based Behavioral User Authentication Using a Hybrid Deep Learning Approach with Squeeze-and-Excitation Mechanism by Sakorn Mekruksavanich, Anuchit Jitpattanakul

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User-Centric Approach to Design a Digital Shopping Cart: Enhancing User Experience in Super Stores by Zulfiqar Hussain Pathan, Ahmed Sikander, Asif Aziz, Syed Ali Asghar, Muhammad Saleem

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The Improved Overhearing Backup AODV Protocol in MANET by Elham Zamani, Mohammadreza Soltanaghaei

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E-Konsulta: Clinic Medical Record Management System with Online Follow-Up Through Google Meet by Omar bin Ayob Cadingilan, Rianna Marie Batersal, Roselyn Gulbe, Philipcris Encarnacion, Jonel Ebol

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GEAAD: generating evasive adversarial attacks against android malware defense by Naveed Ahmad, Amjad Saleem Rana, Hassan Jalil Hadi, Faisal Bashir Hussain, Prasun Chakrabarti, Mohammed Ali Alshara, Tulika Chakrabarti

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Discovering Accessible Financial Systems Resources for Emergent Users by Luciano Arruda Teran, Caio Pinheiro de Carvalho, Juliana Álvares Caruso, Marcelle Pereira Mota

“…This study examined the accessibility and communicability barriers this population faces in mobile banking applications, especially in instant payment features. …”
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BERT ensemble based MBR framework for android malware detection by Faisal S. Alsubaei, Abdulwahab Ali Almazroi, Walid Said Atwa, Abdulaleem Ali Almazroi, Nasir Ayub, Noor Zaman Jhanjhi

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