Automated Overtake Assist System Using YOLOv4 and Mask R-CNN for Enhanced Autonomous Driving by Navya Thirumaleshwar Hegde, Kapileswar Rana, S. S. Barath, Florence Nishmitha, Vishnu G. Nair

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EMPLOYER BRANDING IN FORMATION OF THE INTELLECTUAL CAPITAL OF THE TOUR OPERATOR: THE CASE STUDY OF UKRAINE by H. Mykhailichenko, S. Kravtsov, S. Melnychenko, N. Vedmid, Yu. Zabaldina

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Architectural Synergies in Bi-Modal and Bi-Contrastive Learning by Yujia Gu, Brian Liu, Tianlong Zhang, Xinye Sha, Shiyong Chen

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Genetic Breeding to Improve Freeze Tolerance in Blueberries, a Review by Ye Chu, Josh Clevenger, Kendall Lee, Jing Zhang, Changying Li

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Drone Electric Propulsion System with Hybrid Power Source by Jenica-Ileana Corcau, Liviu Dinca, Andra-Adelina Cucu, Dmitrii Condrea

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DEPANet: A Differentiable Edge-Guided Pyramid Aggregation Network for Strip Steel Surface Defect Segmentation by Yange Sun, Siyu Geng, Chengyi Zheng, Chenglong Xu, Huaping Guo, Yan Feng

“…DEPANet adopts an end-to-end encoder-decoder framework, where the encoder consisting of three key components: a backbone network, a Differentiable Edge Feature Pyramid network (DEFP), and Edge-aware Feature Aggregation Modules (EFAMs). …”
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SCH-Hunter: A Taint-Based Hybrid Fuzzing Framework for Smart Contract Honeypots by Haoyu Zhang, Baotong Wang, Wenhao Fu, Leyi Shi

“…(ii) For detection capabilities, SCH-Hunter is not only roughly on par with HoneyBadger in terms of precision and recall rate but also capable of detecting a wider variety of smart contract honeypot techniques. (iii) For the evaluation of components, we conducted three ablation studies to demonstrate that the proposed modules in SCH-Hunter significantly improve the framework’s detection capability, code coverage, and detection efficiency, respectively.…”
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Scalable Video Processing and Frame Analysis System for Automated Monitoring of Chicken Behavior Based on Artificial Intelligence Technologies by Svitlana Antoshchuk, Oleksii Danchuk, Tetiana Kunup

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Enhanced recovery pathway for older people with hip fracture and cognitive impairment in acute hospitals: the PERFECTED research programme including an RCT by Chris Fox, Simon P Hammond, Lee Shepstone, Fiona Poland, Catherine Henderson, Tamara Backhouse, Bridget Penhale, Simon Donell, Martin Knapp, Douglas Lewins, Alasdair MacLullich, Martyn Patel, Opinder Sahota, Toby O Smith, Justin Waring, Jane L Cross

“…Implementation gaps they identified helped generate the observation topic guides used in WP1 phase 3. …”
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ASSESSMENT OF ENTRY LEVEL OF MARKETOLOGIST LEADERSHIP COMPETENCE FORMATION by Olena I. Kazakevych

“…It was found that approximately the same number of students have sufficient (EG – 51,7%, KG –52,9%) and low (EG – 36,9%, KG –35,3%) levels of leadership competence development indicators for all components, only a small number of students showed high level (EG – 10,02%, KG –11,8%). …”
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VLSI design of symmetric two-dimensional finite impulse response filter architecture using approximate circuits and parallel Processing by Venkata Krishna Odugu, Gade Harish Babu, Janardhana Rao B, C Venkata Narasimhulu

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MDO of Robotic Landing Gear Systems: A Hybrid Belt-Driven Compliant Mechanism for VTOL Drones Application by Masoud Kabganian, Seyed M. Hashemi

“…The proposed system design utilizes compliant mechanisms featuring a series of three-flexure hinges (3SFH), to reduce the number of articulated drivetrain components and actuators. …”
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An Edge Computing-Based and Threat Behavior-Aware Smart Prioritization Framework for Cybersecurity Intrusion Detection and Prevention of IEDs in Smart Grids With Integration of Mod... by Abdulmohsen Algarni, Zulfiqar Ahmad, Mohammed Alaa Ala'Anzy

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A novel global MPPT method based on sooty tern optimization for photovoltaic systems under complex partial shading by Mohammed Taha Kaaitan, Rashid Ali Fayadh, Zuhair S. AL-sagar, Salam J. Yaqoob, Mohit Bajaj, Mebratu Sintie Geremew

“…A comprehensive simulation framework was implemented in MATLAB/Simulink, employing a 3 × 3 PV array (3 kW capacity) and a boost converter to test the proposed method across four shading scenarios, including highly irregular and dynamic patterns. …”
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Effects of Diverse Crop Rotation Sequences on Rice Growth, Yield, and Soil Properties: A Field Study in Gewu Station by Ruiping Yang, Yu Shen, Xiangyi Kong, Baoming Ge, Xiaoping Sun, Mingchang Cao

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Design of a dynamic trust management and defense decision system for shared vehicle data based on blockchain and deep reinforcement learning by Jinxiang Chen, Yan Li, Jiaxing Deng, Beicheng Qin, Chengcai He, Qiangsheng Huang, Jingchun Wu

“…The blockchain-based approach enhances accuracy by approximately 16% compared to centralized methods, demonstrating its reliability. (2) Average System Reward: Indicates the expected return from implementing defensive strategies. The DQN-based system achieves a performance increase exceeding 20% compared to Q-learning, highlighting its decision-making efficacy. (3) Malicious Behavior Detection Rate: Measures the system’s ability to detect and address malicious activities. …”
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Phish Fighter: Self Updating Machine Learning Shield Against Phishing Kits Based on HTML Code Analysis by Gabriela Brezeanu, Alexandru Archip, Codrut-Georgian Artene

“…These features are then fed to clustering and classification components to detect common structural patterns without relying on textual or visual content. …”
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Economic Analysis of Strip and Pit Cultivation Methods in Desertification Projects by Reza Barzegar Ardakani, Saeideh Kalantari, Mohamadreza Fazelpour, Mahdi Tazeh

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Structural Analysis of a Modular High-Concentration PV System Operating at ~1200 Suns by Taher Maatallah, Mussad Alzahrani, William Cameron, Katie Shanks, Souheil El Alimi, Tapas K. Mallick, Sajid Ali

“…The integration necessitated implementation of a counterbalance mechanism along with comprehensive static load analysis to ensure alignment stability and mechanical resilience. …”
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Amino acid derivatives of natural chlorins as a platform for the creation of targeted photosensitizers in oncology by A. F. Mironov, P. V. Ostroverkhov, S. I. Tikhonov, V. A. Pogorilyy, N. S. Kirin, O. O. Chudakova, A. A. Tsygankov, M. A. Grin

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