SMaRT: Stick via Motion and Recognition Tracker by Fatih Emre Simsek, Cevahir Cigla, Koray Kayabol

“…This integration enables the simultaneous regression of object locations and extraction of re-identification vectors within a single neural network. Evaluations on the DIVOTrack, MOT17 and SOMPT22 datasets demonstrate significant improvements over previous state-of-the-art methods in terms of Higher Order Tracking Accuracy (HOTA), Multi-Object Tracking Accuracy (MOTA), and Association Accuracy (AssA). …”
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The Effect of Different Altitude Conditions on the Quality Characteristics of Turnips (<i>Brassica rapa</i>) by Peng Jin, Min Liu, Meirong Chen, Weiwai Zhao, Xuemin Zhang, Tao Mou, Wang A., Zongsong Wang, Xingliang Xu, Lili Jiang

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Group attention for collaborative filtering with sequential feedback and context aware attributes by Hadise Vaghari, Mehdi Hosseinzadeh Aghdam, Hojjat Emami

“…However, due to individual variations in rating patterns and dynamic interplays of item attributes, it becomes challenging to model user preferences accurately. …”
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Interactive online learning method for students based on artificial intelligence by Cizhang Li, Wenfen Yin

“…This study proposes a novel approach that integrates the Dwarf Mongoose Optimization (DMO) algorithm with a Gated Recurrent Unit (GRU) neural network to develop an AI-powered interactive online learning model. …”
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Transforming physical fitness and exercise behaviors in adolescent health using a life log sharing model by Shanshan Wang, Jingwu Liu

“…Temporal features were identified as crucial for detecting recurring behavioral trends and periodic exercise patterns.DiscussionThese findings demonstrate the efficacy of integrating multimodal life log data with deep learning for accurate physical activity classification. …”
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Advanced Hybrid RNN Architectures for Real-time Cryptocurrency Forecasting and Strategic Trading Optimization by Kehelwala Dewage Gayan Maduranga, Shamima Nasrin Tumpa

“…By leveraging the strengths of each RNN variant, the hybrid models effectively capture intricate time-series patterns and nonlinear dependencies inherent in cryptocurrency data. …”
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A Brazilian bioregionalization reappraisal based on Angiosperm distribution: a biogeographical and conservation overview by Luísa Lucresia, Thomas R. Meagher, Paulo Takeo Sano

“…Angiosperm records were compiled from online herbaria and filtered for taxonomical and geographical accuracy according to Flora e Funga do Brasil. A network analysis was performed with InfoMap Bioregions and similarity amongst recognized bioregions was evaluated with an Unweighted Pair Group Method with Arithmetic Mean. …”
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Enhanced automated art curation using supervised modified CNN for art style classification by Weiwei Li

“…To address these challenges, we developed a Modified CNN model capable of distinguishing art styles and movements using features such as color patterns, textures, and compositions. The model was trained and evaluated on a custom dataset comprising 5000 artworks representing five major art styles: Impressionism, Cubism, Realism, Abstract, and Surrealism. …”
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Machine learning for automated electrical penetration graph analysis of aphid feeding behavior: Accelerating research on insect-plant interactions. by Quang Dung Dinh, Daniel Kunk, Truong Son Hy, Vamsi Nalam, Phuong D Dao

“…This study presents a novel Machine Learning (ML) approach to automate the annotation of EPG signals. We rigorously evaluated six diverse ML models, including neural networks, tree-based models, and logistic regression, using an extensive dataset from multiple aphid feeding experiments. …”
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Exploration of metastasis-related signatures in osteosarcoma based on tumor microenvironment by integrated bioinformatic analysis by Shiyao Liao, Xing Gao, Kai Zhou, Yao Kang, Lichen Ji, Xugang Zhong, Jun Lv

“…Differentially expressed genes (DEGs) associated with the stromal and immune cell infiltration patterns were identified. DEGs with similar biological functions were grouped into the same module by Gene Ontology (GO) analysis and MCODE analysis. …”
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Integrated assessment of environmental suitability and water-energy conflict for optimizing solar energy in Northwest China's desert regions by Weike Zhao, Zhangxinyue Zhao, Wenjuan Hou, Dezheng Jiang, Kaijin Zhang, Xueliang Zhang

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Conception de l’artefact, conception du collectif : dynamique d’un processus de conception ouvert et continu dans une communauté de développement de logiciels libres by Flore Barcellini

“…For instance, generation-evaluation and clarification are the most important collaborative design activities in online discussions we studied.Regarding the design community organization, we show that the Python design community is constituted by local design networks combining users from various application domains around a core group of developers. …”
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Context-Specific Impact Of Antimicrobial Stewardship On Antibiotic Use And Antibiotic Resistance In Hospitals In A Lower-Middle Income Country - Results From Implementation Study W... by Trang Quynh Le, Dung Tien Viet Vu, Quang Minh Le, Huyen Thi Thu Nguyen, Vinh Hai Vu, Duc Minh Chau, Em Thi Hoang Dung Vo, Tu Thi Cam Nguyen, Quan Anh Truong, Khanh Hong Nguyen, Hoa Nguyen Minh Le, Thomas Kesteman, Elizabeth Dodds Ashley, Deverick J. Anderson, Hugo C. Turner, Thach Ngoc Pham, Ben S. Cooper, Choisy Marc, H Rogier Van Doorn, Huong Thi Lan Vu

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Traffic environment perception algorithm based on multi-task feature fusion and orthogonal attention by Zhengfeng LI, Mingen ZHONG, Yihong ZHANG, Kang FAN, Zhiying DENG, Jiawei TAN

“…The integration of complementary pattern information deepens feature sharing, thereby enhancing the recognition accuracy of each task. …”
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A novel classification method for LUAD that guides personalized immunotherapy on the basis of the cross-talk of coagulation- and macrophage-related genes by Zhuoqi Li, Ling Chen, Zhigang Wei, Hongtao Liu, Lu Zhang, Fujing Huang, Xiao Wen, Yuan Tian

“…Unsupervised clustering analysis was used to evaluate distinct COMAR patterns for LUAD patients on the basis of the COMAR genes. …”
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Comparative analysis of Microtus fortis and murine hosts reveals a correlation between BRD4 and hepatic inflammation during Schistosoma japonicum infection by Ming Yuan, Mingrou Wu, Yunyi Hu, Siyu Zhao, Jehangir Khan, Zhanhong Yuan, Yun Huang, Tianqiong He, Zhijun Zhou, Jia Shen, Zhongdao Wu

“…BRD4-associated gene expression patterns were analyzed through correlation-based classification, followed by protein–protein interaction network construction and functional enrichment analyses. …”
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Spatio-temporal analysis of urban expansion and land use dynamics using google earth engine and predictive models by Ang Zhang, Aqil Tariq, Abdul Quddoos, Iram Naz, Rana Waqar Aslam, Elgar Barboza, Sajid Ullah, M. Abdullah-Al-Wadud

“…The study presents an effective analytical method integrating cloud processing, GIS, and change simulation modeling to evaluate urban growth spatiotemporal patterns and LULC changes. …”
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Polymorphism of the prolactin gene and its association with reproductive traits in F2 local crossed chickens by Ega Rosalinda, Heru Sasongko, Dyah Maharani

“…Statistical analysis of reproductive traits and its association with genotypes were assessed using Statistical Product and Service Solutions version 20. Results: Crossing patterns had no significant effect on reproductive traits (p > 0.05), except for EWd (p < 0.05). …”
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Bridging the Gap: The State of Global Transplant Research Collaboration by Isabella Faria, MD, Stalin Canizares, MD, Adriana Montalvan, MD, MPH, Paulo N. Martins, MD, PhD, Griffin M. Weber, MD, PhD, Marwan Kazimi, MD, Devin E. Eckhoff, MD

“…Through a comprehensive bibliometric and network analysis of 5 high-impact factor transplantation journals from 2012 to 2021, we evaluated scientific production and collaboration patterns in 9 250 articles. …”
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Supramolecular assembly of hypervalent iodine macrocycles and alkali metals by Krishna Pandey, Lucas X. Orton, Grayson Venus, Waseem A. Hussain, Toby Woods, Lichang Wang, Kyle N. Plunkett

“…Both crystal structures show a pattern of assembly between HIM and metal cation in 2:1 ratio. …”
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