The evolution of open science in cheminformatics: a journey from closed systems to collaborative innovation by Christoph Steinbeck

“…In its early years, cheminformatics was characterised by commercial software and restricted data access, limiting collaboration and reproducibility. The advent of open-source software in the late 1990s and early 2000s, including tools such as the Chemistry Development Kit (CDK) and RDKit, played a crucial role in democratising computational chemistry. …”
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Resource Allocation With Edge-Cloud Collaborative Traffic Prediction in Integrated Radio and Optical Networks by Bowen Bao, Hui Yang, Qiuyan Yao, Lin Guan, Jie Zhang, Mohamed Cheriet

“…Therefore, an efficient resource allocation scheme needs to consider certain issues: 1) a comprehensive perspective of traffic prediction; 2) a release of pressure on the transmission pipeline during the prediction process; and 3) a reduction of loss of edge nodes due to the computation. In this paper, benefiting from machine learning, we propose a resource allocation with edge-cloud collaborative traffic prediction (TP-ECC) in integrated radio and optical networks, where an efficient resource allocation scheme (ERAS) is designed based on the prediction results with the gated recurrent unit model. …”
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Cloud-Edge Collaborative Defect Detection Based on Efficient Yolo Networks and Incremental Learning by Zhenwu Lei, Yue Zhang, Jing Wang, Meng Zhou

“…Through the incorporation of these modules, the model notably enhances feature extraction and computational efficiency while reducing the model size and computational load, making it more conducive for deployment on edge devices. …”
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A Collaborative Data Gathering Mechanism Based on Fuzzy Decision for Wireless Sensor Networks by Wen Si, Hui-yuan Shi, Pan Liu

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Privacy-preserving federated learning for collaborative medical data mining in multi-institutional settings by Rahul Haripriya, Nilay Khare, Manish Pandey

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Branch Drift: A Visually Explainable Metric for Consistency Monitoring in Collaborative Software Development by Karl Kegel, Sebastian Gotz, Uwe Assmann

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Enhancing Grade Prediction via Course Attribute-Aware Student Similarity in Collaborative Filtering by Young Park

“…To predict the grade of a target course C for a target student S, we identify all direct and indirect prerequisite and corequisite courses of C and compute two types of similarity values between C and other courses, i.e., a) the collaborative course-to-course-based similarity values via the Pearson correlation coefficient (PCC) and b) the semantic textual course content description-based similarity values via the Cosine similarity on the numeric vector representations of the course content descriptions via Doc2Vec. …”
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Research on Hybrid Collaborative Filtering Recommendation Algorithm Based on the Time Effect and Sentiment Analysis by Xibin Wang, Zhenyu Dai, Hui Li, Jianfeng Yang

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A New Collaborative Filtering Recommendation Method Based on Transductive SVM and Active Learning by Xibin Wang, Zhenyu Dai, Hui Li, Jianfeng Yang

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An Open-Source Multi-Robot Framework System for Collaborative Environments Based on ROS2 by Francisco Yumbla, Marcelo Fajardo-Pruna, Anthonny Piguave, Diego Ronquillo, Ricardo Ortiz, Jongseong Brad Choi, Gabriel Diaz, Xabiel G. Paneda, Hyungpil Moon

“…Despite the rise of robotics and automation in industrial applications, the widespread adoption of collaborative robotics still needs to be improved due to the lack of interoperability between robots and the low adaptability of existing systems. …”
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Long-Tail Recommendation Model Utilizing GRU Dual-Branch Information Collaboration Enhancement by QIAN Zhongsheng, XIAO Shuanglong, ZHU Hui, WANG Xiaowen, LIU Jinping

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A multi objective collaborative reinforcement learning algorithm for flexible job shop scheduling by Jian Li, Shifa Li, Pengbo He, Huankun Li

“…Abstract To improve the scheduling efficiency of flexible job shops, this paper proposes a multi-objective collaborative intelligent agent reinforcement learning algorithm based on weight distribution. …”
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A Comparative Study of Sentiment-Aware Collaborative Filtering Algorithms for Arabic Recommendation Systems by Sumaia Mohammed Al-Ghuribi, Shahrul Azman Mohd Noah, Mawal A. Mohammed, Neeraj Tiwary, Nur Izyan Yasmin Saat

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Methodology for building RPG games to raise awareness of interdisciplinary collaboration among healthcare professionals by Márcio da Silva Camilo, Claudia Lage Rebello da Motta

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Two decades of viral marketing landscape: Thematic evolution, knowledge structure and collaboration networks by Omer Gibreel, Mohamed M. Mostafa, Ream N. Kinawy, Ahmed R. ElMelegy, Raghid Al Hajj

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Collaborative metabolic curation of an emerging model marine bacterium, Alteromonas macleodii ATCC 27126. by Daniel Sher, Emma E George, Matthias Wietz, Scott Gifford, Luca Zoccarato, Osnat Weissberg, Coco Koedooder, Waseem Bashir Valiya Kalladi, Marcelo M Barreto Filho, Raul Mireles, Stas Malavin, Michal Liddor Naim, Tal Idan, Vibhaw Shrivastava, Lynne Itelson, Dagan Sade, Alhan Abu Hamoud, Yara Soussan-Farhat, Noga Barak, Peter Karp, Lisa R Moore

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A Hierarchical Feature Fusion and Dynamic Collaboration Framework for Robust Small Target Detection by Xu Yan, Junliang Du, Xuan Li, Xiaoye Wang, Xiaoxuan Sun, Pochun Li, Hongye Zheng

“…Small target detection is an important research direction in computer vision, widely applied in scenarios such as drone monitoring, remote sensing image analysis, and autonomous driving. …”
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Advancing Diversity in Recommendation Systems Through Collaborative Filtering: A Focus on Media Content by Chandro Pardede, Parmonangan R. Togatorop, Permana Gabriel Panjaitan

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A Modeling Approach for Getting to Win-Win in Industrial Collaboration under Strategic Coopetition by Vik Pant, Eric Yu

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Industrial Collaborative Robot Digital Twin integration and Control Using Robot Operating System by Danyil Diachenko, Andriy Partyshev, Simone Luca Pizzagalli, Yevhen Bondarenko, Tauno Otto, Vladimir Kuts

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