Preliminary Development of a Novel Salvage Catamaran and Evaluation of Hydrodynamic Performance by Wenzheng Sun, Yongjun Gong, Kang Zhang

“…A hydrodynamic performance evaluation indicator system was established, integrating resistance and seakeeping criteria. …”
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The discrepancy evaluation model in the implementation of online learning (on the basis of parents’ perceptions) by B. Bulkani, M. A. Setiawan, W. Wahidah

“…Introduction. The evaluation of online learning is an attempt to see the extent of the education process in Indonesia. …”
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Construction of time series prediction and dynamic evaluation model for environmental factors in pregnant sow houses in winter by Xuehan Li, Jia Shen, Xiaoping Yang, Pengcheng Nie, Yiming Li, Zhe Li, Yawen Tan, Ziyi Li

“…Comparative analysis of the BiLSTM+Attention model with single-step single-task, single-step multi-task and multi-step single-task models reveals that the BiLSTM+Attention multi-step multi-task model not only maintains high accuracy but also effectively captures complex temporal dependencies among environmental factors, resulting in improved computational efficiency. The fuzzy evaluation method establishes the comprehensive weights for indoor temperature, relative humidity, CO₂ concentration, NH₃ concentration, and H₂S concentration as 0.3224, 0.1575, 0.1755, 0.2019, and 0.1426, respectively. …”
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Evaluation of the Maternal Death Surveillance and Response System, Sierra Leone, 2019 by Kadijatu Nabie Kamara, Adel Hussein Elduma, Joseph Sam Kanu, James Sylvester Squire, Gebrekrstos Negash Gebru

“…We reviewed maternity registers and the MDSR forms and analyzed the National MDSR database using Excel. The evaluation followed the CDC Updated Guidelines for Surveillance Systems Evaluation and National MDSR Technical Guidelines. …”
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Investigating use of diagnostic codes for post-COVID- 19 condition in Ontario health administrative data by Joseph S. Munn, Clare L. Atzema, Peter C. Austin, Stacey J. Butler, Lee Fidler, Xuesong Wang, Andrea S. Gershon

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Evaluating the Internal Quality of the Master's Curriculum in Auditing in Iran: Perspectives of Faculty and Students by Zahra Dianati Deilami, Mohammad Mehdi Noori, Hossein Abbasian

“…Finally, considering the unfavorable quality of the student evaluation methods in this curriculum, it seems that continuous assessments and other modern evaluation methods should be considered by the reviewing authorities of this curriculum.…”
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Qualitative evaluation of the implementation and national roll-out of the NHS App in England by Claire Reidy, Chrysanthi Papoutsi, Sukriti KC, Bernard Gudgin, Anthony A. Laverty, Felix Greaves, John Powell

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Evaluating and advancing large language models for nanofiltration membrane knowledge tasks by Xinchen Xiang, Zheng Cao, Yukun Qian, Dan Lu, Jiancong Lu, Jinyan Wang, Shiyu Zhou, Lijun Liang, Zhikan Yao, Lin Zhang

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Affective Video Content Analysis: Decade Review and New Perspectives by Junxiao Xue, Jie Wang, Xiaozhen Liu, Qian Zhang, Xuecheng Wu

“…We summarize and compare representative methods in the following aspects: (1) unimodal AVCA models, including facial expression recognition and posture emotion recognition; (2) multimodal AVCA models, including feature fusion, decision fusion, and attention-based multimodal models; and (3) model performance evaluation standards. Finally, we discuss future challenges and promising research directions, such as emotion recognition and public opinion analysis, human-computer interaction, and emotional intelligence.…”
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A Comparative Analysis of Compression and Transfer Learning Techniques in DeepFake Detection Models by Andreas Karathanasis, John Violos, Ioannis Kompatsiaris

“…However, their substantial computational requirements and long training times hinder deployment on resource-constrained edge devices. …”
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SAFED: secure and adaptive framework for edge-based data aggregation in IoT applications by Zaineb Naaz, Gamini Joshi, Vidushi Sharma

“…Valid data is aggregated and forwarded to the public cloud for evaluation and storage. Based on requirements, the control center decrypts the aggregated data using its private key. …”
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Enhancing Internet Traffic Forecasting in MEC Environments With 5GT-Trans: Leveraging Synthetic Data and Transformer-Based Models by Ravi Shankar Shukla, Abdulrahman M. Alatawi

“…However, their potential in Mobile Edge Computing (MEC) environments remains largely unexplored, despite the unique requirements of MEC such as low latency and high-bandwidth communication between end-users and edge servers. …”
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FQsun: A Configurable Wave Function-Based Quantum Emulator for Power-Efficient Quantum Simulations by Tuan Hai Vu, Vu Trung Duong Le, Hoai Luan Pham, Quoc Chuong Nguyen, Yasuhiko Nakashima

“…Quantum computers are promising powerful computers for solving complex problems, but access to real quantum hardware remains limited due to high costs. …”
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Cloud Service Broker Using Ontology-Based System by Neeraj Kumar Singh, Abhishek Jain, Shruti Arya, Pawan Bhambu, Tanya Shruti, Vipin Kumar Chaudhary

“…Cloud computing offers more advantages to clients and associations regarding capital uses and working cost investment funds. …”
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Secure Data Transmission Using GS3 in an Armed Surveillance System by Francisco Alcaraz-Velasco, José M. Palomares, Fernando León-García, Joaquín Olivares

“…Therefore, the main novelty is the evaluation of the GS3 proposal in a real environment. …”
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Edge-Assisted Label-Flipping Attack Detection in Federated Learning by Nourah S. AlOtaibi, Muhamad Felemban, Sajjad Mahmood

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Cloud‐Based Control System with Sensing and Actuating Textile‐Based IoT Gloves for Telerehabilitation Applications by Kadir Ozlem, Cagatay Gumus, Ayse Feyza Yilmaz, Asli Tuncay Atalay, Ozgur Atalay, Gökhan Ince

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Deep Learning Framework Using Transformer Networks for Multi Building Energy Consumption Prediction in Smart Cities by Samuel Moveh, Emmanuel Alejandro Merchán-Cruz, Maher Abuhussain, Yakubu Aminu Dodo, Saleh Alhumaid, Ali Hussain Alhamami

“…The framework incorporated weather parameters, occupancy patterns, and historical energy consumption data through multi-head attention layers, employing a 4000-step warm-up period and adaptive regularization techniques. The evaluation included a comparison with the baseline models (ARIMA, LSTM, GRU) and robustness testing. …”
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C3-VQA: Cryogenic Counter-Based Coprocessor for Variational Quantum Algorithms by Yosuke Ueno, Satoshi Imamura, Yuna Tomida, Teruo Tanimoto, Masamitsu Tanaka, Yutaka Tabuchi, Koji Inoue, Hiroshi Nakamura

“…Cryogenic quantum computers play a leading role in demonstrating quantum advantage. …”
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Multispectral imaging as a predictive tool for freshness of whole Atlantic cod: Compared with sensory, chemical and microbiological analysis by Andrea Rakel Sigurðardóttir, Hildur Inga Sveinsdóttir, Nette Schultz, Hafsteinn Einarsson, María Gudjónsdóttir

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