Temporal record linkage for heterogeneous big data records by Reham I. Abdel Monem, Ehab E. Hassanein, Ali Z. El Qutaany

“…Existing frameworks which are limited to, No model, Decay, Disprob, Mixed, and Agreement First Dynamic Second (AFDS) which deal with temporal record linkage achieve high accuracy but with high computation cost. They condition the presence of the time dimension to detect similar entities that refer to the same real-world object. …”
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BenthicNet: A global compilation of seafloor images for deep learning applications by Scott C. Lowe, Benjamin Misiuk, Isaac Xu, Shakhboz Abdulazizov, Amit R. Baroi, Alex C. Bastos, Merlin Best, Vicki Ferrini, Ariell Friedman, Deborah Hart, Ove Hoegh-Guldberg, Daniel Ierodiaconou, Julia Mackin-McLaughlin, Kathryn Markey, Pedro S. Menandro, Jacquomo Monk, Shreya Nemani, John O’Brien, Elizabeth Oh, Luba Y. Reshitnyk, Katleen Robert, Chris M. Roelfsema, Jessica A. Sameoto, Alexandre C. G. Schimel, Jordan A. Thomson, Brittany R. Wilson, Melisa C. Wong, Craig J. Brown, Thomas Trappenberg

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Facing the ambiguities of participation in data-driven projects: a systematic literature review by Judith Fassbender, Irina Kuehnlein, Tristan Henderson

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A totally extraperitoneal approach for endoscopic resection of a congenital prepubic sinus through the pubic symphysis by Masahiro Fukuhara, Shun Onishi, Yusuke Yonemura, Tomoe Sato, Satoshi Tsutsumi, Toshio Bandoh, Tohru Utsunomiya, Genshiro Esumi

“…Abstract Background A congenital prepubic sinus (CPS) is a rare congenital anomaly in which a duct remnant extends from the skin opening near the pubic symphysis to various parts and the lesions are mostly located in the preperitoneal space. …”
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Tuning vision foundation models for rectal cancer segmentation from CT scans by Hantao Zhang, Weidong Guo, Shouhong Wan, Bingbing Zou, Wanqin Wang, Chenyang Qiu, Kaige Liu, Peiquan Jin, Jiancheng Yang

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Spin texture and chiral coupling of circularly polarized dipole field by Shi Yu, Kim Hong Koo

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An Extended Firefly Algorithm for Enhanced Information Diffusion with Multi-Factor Considerations by Amjad Alloush, Ghaida Rebdawi:, Mohammad Saeed Abou Trab

“…This work contributes a refined and adaptive computational framework for simulating complex diffusion dynamics in modern social ecosystems and opens pathways for applications in rumor control, digital marketing, and social behavior forecasting.…”
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DMFFT: improving the generation quality of diffusion models using fast Fourier transform by Cuihong Yu, Cheng Han, Chao Zhang

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A Two-Point Association Tracking System Incorporated With YOLOv11 for Real-Time Visual Tracking of Laparoscopic Surgical Instruments by Nyi Nyi Myo, Apiwat Boonkong, Kovit Khampitak, Daranee Hormdee

“…Real-time tracking of surgical instruments allows for more accurate maneuvering, reduces the risk of accidental tissue damage, and enables the development of advanced computer-assisted surgical systems. In this context, advancements in deep learning, particularly through detection models and modern tracking algorithms, have opened new avenues for addressing the challenges posed by real-time laparoscopic instrument tracking. …”
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Towards Self-Conscious AI Using Deep ImageNet Models: Application for Blood Cell Classification by Mohamad Abou Ali, Fadi Dornaika, Ignacio Arganda-Carreras

“…This groundbreaking approach opens new perspectives for increasing the effectiveness of transfer learning in real-world AI implementations.…”
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Women who hate men: a comparative analysis across extremist Reddit communities by Erica Coppolillo

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Explainable AI for Healthcare 5.0: Opportunities and Challenges by Deepti Saraswat, Pronaya Bhattacharya, Ashwin Verma, Vivek Kumar Prasad, Sudeep Tanwar, Gulshan Sharma, Pitshou N. Bokoro, Ravi Sharma

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Observation of Cartesian light propagation through a three-dimensional cavity superlattice in a silicon photonic band gap crystal by Manashee Adhikary, Marek Kozoň, Ravitej Uppu, Willem L. Vos

“…The superlattice bands correspond to light that hops in high-symmetry directions in 3D (“Cartesian light”) that opens applications in 3D photonic networks, 3D Anderson localization of light, and future 3D quantum photonic networks.…”
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Opportunities and challenges in modelling ligand adsorption on semiconductor nanocrystals by Xin Qi

“…Abstract Semiconductor nanocrystals, including their superstructures and hybridized systems, have opened up a new realm to design next-generation functional materials creatively. …”
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Application of 3D modeling in a personalized approach to bone osteosynthesis (A literature review) by A. S. Pankratov, Yu. V. Lartsev, A. A. Rubtsov, D. A. Ogurtsov, Yu. D. Kim, A. V. Shmel'kov, N. A. Knyazev

“…Three-dimensional printing opens up many opportunities for use in traumatology and orthopedics, because it takes into account personal characteristics of the patients. …”
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The Relationship Between Traffic Flow Forecasting and Traffic Accident Forecasting and the Possible Combination Points by Wu Haoyu

“…Then, the concept of temporal and spatial characteristics in traffic data is expounded, which opens the relationship between traffic flow forecasting and traffic accident forecasting and the analysis of possible combination points. …”
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A General Method for Transforming Nonphysical Configurations in BPS States by J. R. L. Santos, A. de Souza Dutra, O. C. Winter, R. A. C. Correa

“…The BPS approach led us to compute new analytical solutions for this model. In our investigation, we found analytical configurations which satisfy the BPS first-order differential equations but do not obey the equations of motion of the model. …”
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Thermal and Illumination Environments of Lunar Pits and Caves: Models and Observations From the Diviner Lunar Radiometer Experiment by Tyler Horvath, Paul O. Hayne, David A. Paige

“…Using these data, along with computational thermophysical models, we characterize the thermal environment inside pits and potential caves. …”
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Communicative Informatics: An Active and Creative Audience Framework of Social Media by Linda M. Gallant, Gloria M. Boone

“…Three discursive spheres (database and information systems, human computer interaction, and active audiences) work together to control online communication openness and its consequences for post-mass media society’s public common. …”
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Design of a Transformer-GRU-Based Satellite Power System Status Detection Algorithm by Guoqi Xie, Xinhao Yang, Jiayu Zhao, Zhou Huang

“…This research provides an effective solution for enhancing the reliability of satellite power management systems and opens new research directions for future advancements in space power system monitoring technologies.…”
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