Handling data sparsity via item metadata embedding into deep collaborative recommender system by Gopal Behera, Neeta Nain

“…Many investigations have been made to tackle some of these issues with the help of matrix factorization (MF) approaches. …”
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Multi‐Frequency Oscillatory Hydraulic Tomography Improves Heterogeneity Imaging and Resolution and Reduces Uncertainty by Jeremy R. Patterson, Michael Cardiff

“…Abstract Understanding subsurface heterogeneity is crucial to predicting groundwater flow pathways, mixing, and other processes in aquifers and other fluid reservoirs. Despite significant effort developing geophysical tools to understand this heterogeneity, geophysical mapping of aquifer flow parameters—transmissivity (T), and storativity (S)—remains challenging due to both uncertainty in petrophysical relationships and resolution/data coverage issues. …”
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How does artificial intelligence shape the productivity and quality of research in business studies? A systematic literature review and future research framework by Sugandha Agarwal, Qian Long Kweh, Dima Jamali, Walton Wider, Syed Far Abid Hossain, Muhammad Ashraf Fauzi

“…Methods like machine learning and natural language processing can effectively uncover patterns and trends that conventional research methods may overlook. …”
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Enhancing Binary Convolutional Neural Networks for Hyperspectral Image Classification by Xuebin Tang, Ke Zhang, Xiaolei Zhou, Lingbin Zeng, Shan Huang

“…These analyses highlight a significant enhancement in the classification accuracy of hyperspectral images, achieved without incurring additional memory or computational overheads during the inference process.…”
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Research on the digital transaction model of the sports industry chain based on blockchain technology by Heng Wei, Yuze Zhang

“…Traditional transaction models still suffer from significant challenges, including centralized control, lack of trust, and inefficiencies in revenue distribution. These issues often stem from reliance on intermediaries that introduce risks such as data manipulation, high operational costs, and delays in processing financial transactions. …”
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Bacteriophages of Lactic Acid Bacteria by Vera I. Ganina, Natalia G. Mashentseva, Inna I. Ionova

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Enhancing crane and gate OCR efficiency at container terminal using a hybrid genetic algorithm and neural network model: case study of tangier med port by Hamza Garmouch, Otman Abdoun

“…But OCR technology is plagued with persistent issues, such as environmental factors (poor lighting, bad weather effects, container shape…), text recognition challenges (skewed text, motion blur, segmentation failure), and hardware reliability concerns (camera malfunction, network instability, and delays in real-time processing). …”
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Tightly Coupled SLAM Algorithm Based on Similarity Detection Using LiDAR-IMU Sensor Fusion for Autonomous Navigation by Jiahui Zheng, Yi Wang, Yadong Men

“…However, existing algorithms still encounter challenges, such as localization errors and suboptimal utilization of sensor data. To address these issues, this paper proposes a tightly coupled SLAM algorithm based on similarity detection. …”
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Permanent Magnets in Sustainable Energy: Comparative Life Cycle Analysis by Svetlana Orlova, Anton Rassõlkin

“…By employing Life Cycle Assessment (LCA) with openLCA software, we evaluate the environmental impacts across the life cycles of ferrite, NdFeB, and MnAlC magnets, focusing on extraction, processing, and recycling. Various studies have explored different aspects of the LCA of NdFeB magnets, focusing on production methods, recycling processes, and the environmental impacts of different rare-earth sources. …”
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Supervision and Control as Special Forms of Protecting Labor Rights of Employees who Work for Employers Being Individuals by I. V. Vasylko

“…It has been argued that the implementation of control and supervisory activities in the studied area relies on various public authorities, where their main functions should include the detection of violations of labor rights of employees by employers, development of propositions to prevent violations of labor laws, monitoring the compliance with regulations issued in regard to employer in the result of inspections by the competent authorities, development and approval of the annual plan for scheduled inspections; drawing up minutes on administrative offenses against employers who have violated labor legislation; organization and monitoring of the compliance with labor legislation, including the collection, processing and analysis of information, operation of an automated information system for control and supervision.…”
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Impact of Virtual Reality on Brain–Computer Interface Performance in IoT Control—Review of Current State of Knowledge by Adrianna Piszcz, Izabela Rojek, Dariusz Mikołajewski

“…Particularly noteworthy is the emphasis on the importance of adaptive signal processing techniques, which are key to enhancing the overall control and immersion experienced by individuals in virtual environments. …”
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Machine learning and artificial intelligence based Diabetes Mellitus detection and self-management: A systematic review by Jyotismita Chaki, S. Thillai Ganesh, S.K Cidham, S. Ananda Theertan

“…Also, three current research issues in the field of DM detection and diagnosis and self-management and personalization are listed. …”
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Multi-Probe Measurement Method for Error Motion of Precision Rotary Stage Based on Reference Plate by Xiaofeng Zheng, Tianhao Zheng, Daowei Zhang, Zhixue Ni, Lei Zhang, Deqiang Mu

“…This method employs principles and methods to avoid harmonic suppression issues through optimal probe designs, enabling simultaneous quantification of tilt and axial error motions via error separation. …”
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Enhanced mixup for improved time series analysis by Khoa Tho Anh Nguyen, Khoa Nguyen, Taehong Kim, Ngoc Hong Tran, Vinh Dinh

“…In areas like computer vision, data augmentation has been widely used and highly effective in addressing similar issues. However, these techniques are not as commonly explored or applied in the time series domain. …”
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Maintaining research integrity in the age of GenAI: an analysis of ethical challenges and recommendations to researchers by Sonja Bjelobaba, Lorna Waddington, Mike Perkins, Tomáš Foltýnek, Sabuj Bhattacharyya, Debora Weber-Wulff

“…Methods We selected one or more GenAI platforms applicable to various research phases (e.g. developing research questions, conducting literature reviews, processing data, and academic writing) and analysed them to identify potential ethical concerns relevant for that stage. …”
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Mind the gap: Sustainable management of the surging plastic waste in the post-COVID-19 pandemic by Minghai Zhu, Qing Huang

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Creation of educational complexes as a method of ensuring preschool education accessibility and compliance with the requirements of the federal state educational standard for presc... by E. A. Gavrilova, N. A. Bulaeva

“…The urgent issues of preschool education modernization related to the process of creating educational complexes are disclosed. …”
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The State of Retinal Image Analysis: Deep Learning Advances and Applications by Toufique Ahmed Soomro, Faisal Bin Ubaid, Shehnila Zardari, Ahmed Ali Shah, Marwah M. Alansari, Shimaa A. Nagro

“…By using cutting-edge technology in image processing and artificial intelligence, it aims to better understand and classify various eye issues like microaneurysms, hemorrhages, and others. …”
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UNIVERSAL INFORMATION BLOCKS AS PART OF THE DATABASE MANAGEMENT SYSTEM OF THE OPERATIONAL DUTY SHIFT OF THE СONTROL СENTER IN CRISIS SITUATIONS by A. L. Popov

“…The aim of the study is to develop a set of interconnected information blocks for the formation, subsequent processing and application of data in the preparation of reporting and functional documents.Method. …”
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Compassionate Care with Autonomous AI Humanoid Robots in Future Healthcare Delivery: A Multisensory Simulation of Next-Generation Models by Joannes Paulus Tolentino Hernandez

“…The integration of AI and robotics in healthcare raises concerns, and additional issues regarding autonomous systems are anticipated. …”
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