Optimization of Convolutional Neural Networks With Multi-Objective Function Metaheuristics for Melanoma Detection by Pamela Hermosilla, Ricardo Soto, Eric Monfroy, Emanuel Vega, Lucas Erazo, Valentina Guzman

“…Based on these findings, we propose a novel weighted multi-objective function (MOF) that balances key performance metrics according to clinical needs, with particular emphasis on Accuracy for overall correctness, Recall for reducing false negatives, and AUC for enhancing class discrimination in melanoma detection, thus ensuring both general reliability and high sensitivity in detecting melanoma. …”
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Efficient Small Object Detection You Only Look Once: A Small Object Detection Algorithm for Aerial Images by Jie Luo, Zhicheng Liu, Yibo Wang, Ao Tang, Huahong Zuo, Ping Han

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An Improved YOLOv9s Algorithm for Underwater Object Detection by Shize Zhou, Long Wang, Zhuoqun Chen, Hao Zheng, Zhihui Lin, Li He

“…Monitoring marine life through underwater object detection technology serves as a primary means of understanding biodiversity and ecosystem health. …”
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Structural Damage Identification Using Novel Objective Functions and Metaheuristic Algorithms by Moeinoddin Rokhsati, Mohamad Mohamadi Dehcheshmeh, Gholamreza Ghodrati Amiri, Morteza Raissi Dehkordi

“…The present study is aimed at proposing three novel objective functions using modal structural characteristics, including modal strain energy (MSE), generalized flexibility matrix (GFM), and mode shapes for structural damage detection. …”
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Dynamic activation and enhanced image contour features for object detection by Jun Wu, Jiahui Zhu, Xin Tong, Tianliang Zhu, Tianyi Li, Chunzhi Wang

Subjects: “…lightweight object detection network…”
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DCW-YOLO: An Improved Method for Surface Damage Detection of Wind Turbine Blades by Li Zou, Anqi Chen, Chunzi Li, Xinhua Yang, Yibo Sun

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DLE-YOLO: An efficient object detection algorithm with dual-branch lightweight excitation network by Peitao Cheng, Xuanjiao Lei, Haoran Chen, Xiumei Wang

Subjects: “…Object detection…”
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PTCDet: advanced UAV imagery target detection by Jia Su, Yichang Qin, Ze Jia, Yanli Hou

Subjects: “…Object detection…”
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Enhancing Bounding Box Regression for Object Detection: Dimensional Angle Precision IoU-Loss by Hilmy Aliy Andra Putra, Aniati Murni Arymurthy, Dina Chahyati

“…Various IoU loss variations have evolved with new formulations and methods to improve accuracy and convergence speed. A new loss function, Dimensional Angle Precision IoU (DAPIoU) loss, is introduced in this research to enhance BBR and serve as a new object detection loss function to address the limitations in previous loss function research results. …”
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The Diagnosis of Functional Nodes of Radio Systems with Static Nonlinearities by B. P. Podkopaev, A. S. Iakshin

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Introduction of AI Technology for Objective Physical Function Assessment by Nobuji Kouno, Satoshi Takahashi, Masaaki Komatsu, Yusuke Sakaguchi, Naoaki Ishiguro, Katsuji Takeda, Kyoko Fujioka, Ayumu Matsuoka, Maiko Fujimori, Ryuji Hamamoto

“…Objective physical function assessment is crucial for determining patient eligibility for treatment and adjusting the treatment intensity. …”
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Objective Determination of Retinal Function in Bietti Crystalline Retinopathy by Dorukcan Akıncıoğlu, Ümit Yolcu, Abdullah İlhan

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An Efficient Intersection Over Union Algorithm for 3D Object Detection by Sazan Ali Kamal Mohammed, Mohd Zulhakimi Ab Razak, Abdul Hadi Abd Rahman, Maria Abu Bakar

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WoodenCube: An Innovative Dataset for Object Detection in Concealed Industrial Environments by Chao Wu, Shilong Li, Tao Xie, Xiangdong Wang, Jiali Zhou

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A Feature-Enhanced Small Object Detection Algorithm Based on Attention Mechanism by Zhe Quan, Jun Sun

Subjects: “…small object detection…”
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An object detection method in foggy weather based on novel feature enhancement and fusion by ZHU Lei, ZHAO Han, WANG Weili

Subjects: “…foggy object detection…”
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Region Boosting for Real-Time Object Detection Using Multi-Dimensional Attention by Jinlong Chen, Kejian Xu, Yi Ning, Zhi Xu

Subjects: “…Real-time object detection…”
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GC-Faster RCNN: The Object Detection Algorithm for Agricultural Pests Based on Improved Hybrid Attention Mechanism by Bolun Guan, Yaqian Wu, Jingbo Zhu, Juanjuan Kong, Wei Dong

Subjects: “…object detection…”
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Robotic arm target detection algorithm combined with deep learning by ZHANG Lei, ZHANG Wang, YUAN Yuan

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Functional Diagnosis of Digital State Automation Networks by I. V. Bystrova, B. P. Podkopaev

Subjects: “…diagnostic object…”
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