A Coverage-Based Cooperative Detection Method for CDUAV: Insights from Prediction Error Pipeline Modeling by Jiong Li, Xianhai Feng, Yangchao He, Lei Shao

“…To address the challenges of detection and acquisition caused by trajectory prediction errors during the midcourse–terminal guidance handover phase in cross-domain unmanned aerial vehicles (CDUAV), this study proposes a collaborative multi-interceptor detection coverage optimization method based on predictive error pipeline modeling. …”
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Multiobjective Cognitive Cooperative Jamming Decision-Making Method Based on Tabu Search-Artificial Bee Colony Algorithm by Fang Ye, Fei Che, Lipeng Gao

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TCB: A feature transformation method based central behavior for user interest prediction on mobile big data by Chen Zhou, Hao Jiang, Yanqiu Chen, Jing Wu, Jianguo Zhou, Yuanshan Wu

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Multi-Attribute Collaborative Optimization for Multimodal Transportation Based on User Preferences by Youpeng Lu, Gang Gao

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Global Information and Structure Tensor Guided Collaborative Representation for Anomaly Detection by Meiping Song, Zhenyu Guo, Lan Li, Shihui Liu, Haimo Bao, Jiakang Li

“…A global information and structure tensor guided collaborative representation detection method is proposed in this article. …”
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CGRS: Collaborative Knowledge Propagation Graph Attention Network for Recipes Recommendation by Suzhi Zhang, Xiang Lin, Zijian Bai, Pu Li, Haidi Fan

“…This method designs collaborative information propagation to make full use of user interaction and recipe attribute information to meet the needs of multiple influencing factors. …”
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A Collaborative Domain Adversarial Network for Unlabeled Bearing Fault Diagnosis by Zhigang Zhang, Chunrong Xue, Xiaobo Li, Yinjun Wang, Liming Wang

“…In light of this, this paper proposes a Collaborative Domain Adversarial Network (CDAN) method for the fault diagnosis of rolling bearings using unlabeled data. …”
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An Elite Wolf Pack Algorithm Based on the Probability Threshold for a Multi-UAV Cooperative Reconnaissance Mission by Hanrui Zhang, Xiao Lv, Chao Ma, Liangzhong Cui

“…Experiments demonstrate that the EWPA-PT algorithm significantly improves solution accuracy compared to typical methods in recent years.…”
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Integrated Model of Joint Residence-Workplace Location Choice and Commute Behavior Using Latent Class and Mixed Logit Methods by Pengpeng Jiao, Meiqi Liu, Jin Guo

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Land use land cover (LULC) analysis in Nigeria: a systematic review of data, methods, and platforms with future prospects by Okikiola Michael Alegbeleye, Yetunde Oladepe Rotimi, Patricia Shomide, Abiodun Oyediran, Oluwadamilola Ogundipe, Abiodun Akintunde-Alo

“…Hence, using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses method, this review paper presents a systematic review of LULC analyses in Nigeria by examining the adopted remote sensing data, pre-classified global and regional LULC maps, and classification and validation methods. …”
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A Reliable Aggregation Method Based on Threshold Additive Secret Sharing in Federated Learning with Quality of Service (QoS) Support by Yu-Ting Ting, Po-Wen Chi, Chien-Ting Kuo

“…Additionally, our proposed method ensures that any server damage or loss of gradient shares are unlikely to impact the federated learning operation, within a certain probability. …”
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Why not both? Complementing explanations with uncertainty, and self-confidence in human-AI collaboration by Ioannis Papantonis, Vaishak Belle, Vaishak Belle

“…This study investigates whether combining uncertainty estimates with explanations enhances human-AI interaction effectiveness, particularly examining the interplay between model uncertainty and users' self-confidence in shaping reliance, understanding, and trust.MethodsWe conducted an empirical study with 120 participants across four experimental conditions, each providing increasing levels of model assistance: (1) prediction only; (2) prediction with corresponding probability; (3) prediction with both probability and class-level recall rates; and (4) all prior information supplemented with feature importance explanations. …”
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Minimizing social bias with sequential collaboration: the role of contributor features in dependent judgments by Maren Mayer, Joachim Kimmerle

“…Overall, these findings suggest that sequential collaboration shows some robustness against simple social influences highlighting its potential as a method for judgment aggregation. …”
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Addressing food insecurity: a paediatric academic advocacy collaborative quality initiative by James Roberts, Shivani Mehta, J Blakely Andrews Amati, Talia Buitrago Mogollon, Lizmarie Maldonado, Kerry K Sease, Debra Best, Kimberly Montez, Emily Vander Schaaf, Elizabeth Erickson, Jeffrey Holloway, Kristina Gustafson, Carolyn Avery

“…Objective This quality improvement (QI) initiative aimed to address food insecurity (FI) by improving FI identification and referral to food assistance programmes for the families served by the eight paediatric academic institutions in North and South Carolina.Methods The primary process measures were screening 80% of eligible families for FI and coding for FI. …”
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Multidisciplinary Collaborative Reliability Analysis of the Gear Reducer based on Inverse Reliability Strategy by Wang Liangliang, Peng Jinshuan, Shao Yiming

“…To overcome the high computational cost of reliability analysis,a reliability analysis method which combines the multidisciplinary genetic algorithm collaborative optimization（ GA- CO） based on the inverse reliability strategy（ IRS） is proposed（ IRS- GA- CO）. …”
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Virologic and immunologic response to cART by HIV-1 subtype in the CASCADE collaboration. by Giota Touloumi, Nikos Pantazis, Marie-Laure Chaix, Heiner C Bucher, Robert Zangerle, Anne-Marte Bakken Kran, Rodolphe Thiebaut, Bernard Masquelier, Claudia Kucherer, Antonella d'Arminio Monforte, Laurence Meyer, Kholoud Porter, for CASCADE Collaboration in EuroCoord

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Improved Collaborative Representation Classifier Based on l2-Regularized for Human Action Recognition by Shirui Huo, Tianrui Hu, Ce Li

“…In this paper, a unified improved collaborative representation framework is proposed in which the probability that a test sample belongs to the collaborative subspace of all classes can be well defined and calculated. …”
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Tourism collaborative governance: The views of tourism small and medium-sized enterprises in rural areas by Takalani Ramukumba

“…The study adopted a qualitative research ap­proach and employed a purposive sampling method, a non-probability sampling technique to select participants. …”
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Collaborative altitude-adaptive reinforcement learning for active search with unmanned aerial vehicle swarms by XIAO Zijian, Chen-Chun Hsia, XU Yanggang, REN Jiyuan, CHEN Xinlei

“…The optimal strategy has to strike a balance between exploring larger areas at higher altitudes and exploiting regions of high target probability at lower altitudes. To address these challenges, collaborative altitude-adaptive reinforcement learning (CARL) was proposed which incorporated an altitude-aware sensor model, a confidence-informed assessment module, and an altitude-adaptive planner based on proximal policy optimization (PPO) algorithms. …”
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Collaborative Management of Water‐Energy‐Food‐Ecosystems Nexus in Central Asia Under Uncertainty by Yuan Ma, Yongping Li, Guohe Huang, Yuanrui Liu, Yufei Zhang

“…In this study, a novel optimization method named as multi‐level chance‐constrained fuzzy programming (MCFP) is developed to jointly manage the WEFE nexus. …”
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