Anomaly detection solutions: The dynamic loss approach in VAE for manufacturing and IoT environment by Praveen Vijai, Bagavathi Sivakumar P

“…While traditional anomaly detection approaches face limitations such as scalability issues, high false alarm rates, and reliance on skilled expertise, this study proposes a novel approach using a BiLSTM-Variational Autoencoder (BiLSTM-VAE) model with a dynamic loss function. …”
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Towards Clinical Diagnoses: Classifying Alzheimer's Disease Using Single fMRI, Small Datasets, and Transfer Learning by Samuel L. Warren, Ahmed A. Moustafa, for the Alzheimer's Disease Neuroimaging Initiative

“…For example, the two key issues of data availability and model usability limit clinical applications. …”
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Ethical, Social and Legal Factors - Management Affecting the Performance of Iraqi Football Clubs by Abbas Imad Alsultani, Mahdi Telebpour, Zahrasadat Mirzazadeh, Mohammad Keshtidar, Mohammad Ibadi Alkhafaji

“…The research population was sports management professors, experts and athletes, from whom 30 people were selected as samples using purposive sampling. The instrument was an interview. …”
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Intelligent diagnosis of gearbox in data heterogeneous environments based on federated supervised contrastive learning framework by Ruoyang Bai, Hongwei Wang, Wenlei Sun, Li He, Yuxin Shi, Qingang Xu, Yunhang Wang, Xicong Chen

“…Experiments on two gearbox datasets demonstrate that the FSCL framework effectively resolves the issues of data insufficiency and heterogeneity, providing a novel approach for intelligent maintenance of industrial equipment that optimizes both data efficiency and privacy protection.…”
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Research on the effectiveness of using the additive of break glass in the production of ceramic materials by Aliaksandr V. Hrachanikau, Andrei S. Kauchur, Pavel I. Manak, Ivan A. Tsimanov

“…At the same time, special attention is paid to the issues of import substitution, rational use of raw materials and energy resources, the introduction of low-waste technologies, and the reduction of the uncontrolled impact of human activities on the environment. …”
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Women‏’‏s‏ ‏knowledge regarding religious laws of parturition labor in selected ‎center of Iran University of Medical Sciences ‎ by leila yekehfallah

“…Only (‎‏11%‏‎) of samples had good ‎knowledge about praying during parturition. …”
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Molecular identification of pfcytb, pfdhfr, and pvmrp1 mutations in imported malaria cases in Chile by Alan Oyarce, Lizbeth Huaccha, Esteban M. Cordero, Bárbara Parra, Jorge Fernández, Mario E. Soto-Marchant, Natalia T. Santis-Alay, María Isabel Jercic

“…Malaria-free countries must also address issues such as limited access to antimalarial drugs and treatment failures caused by drug resistance. …”
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Light Stable Isotopes and Their Ratios in Honey Components by Lev A. Oganesyants, Alexander L. Panasyuk, Dmitriy A. Sviridov, Mikhail Yu. Ganin, Alexey A. Shilkin, Oksana V. Serebryakova

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Theranos: the Ethics of Innovation and Deception in Healthcare Technology by Edgar Manuel Cambaza

“…The ethical issues at the core of this case involve the deliberate falsification of leadership's technological capabilities, which leads to harm to patients and significant financial losses for investors. …”
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Evaluating the effectiveness of hermetic grain storage bags for kocho production in two agro-ecologies of Gera district, Ethiopia by Zeleke Tesfahun Demissie, Kumela Dibaba Tolera, Chala G. Kuyu

“…Additionally, the pH of kocho samples varied, with the highest value (4.42) in PICS bags, and titratable acidity was significantly lower in hermetically fermented samples. …”
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Environmental and Food Safety Assessment of Pre-Harvest Activities in Local Small-Scale Fruit and Vegetable Farms in Northwest Portugal: Hazard Identification and Compliance with G... by Ariana Macieira, Virgínia Cruz Fernandes, Teresa R. S. Brandão, Cristina Delerue-Matos, Paula Teixeira

“…Phosphorus flame retardants (PFRs), particularly tris(2-butoxyethyl) phosphate (TBEP), were detected in all food and soil samples. Some EU-banned pesticides were detected in food and soil samples, but at levels below the maximum residue limits (MRLs). …”
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Alterations of the default mode network, salience network, and frontoparietal network in non-problematic Internet use and their association with mood regulation: from an internet l... by Mami Shibata, Kosuke Tsurumi, Kei Kobayashi, Sayaka Yoshimura, Sayaka Yoshimura, Sayaka Yoshimura, Michael Spantios, Naoya Oishi, Toshiya Murai, Hironobu Fujiwara, Hironobu Fujiwara, Hironobu Fujiwara

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Predicting stress–strain relationships of additively manufactured materials under compression and tension using transfer learning and Wasserstein distance-based dataset pruning by Chenglong Duan, Dazhong Wu

“…Case 1 includes a compressive dataset collected from fused filament fabrication (FFF) fabricated polylactic acid (PLA) samples under compression tests. Case 2 includes a tensile dataset collected from laser powder bed fusion (L-PBF) fabricated AlSi10Mg samples under tension tests. …”
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Robust quantum control using reinforcement learning from demonstration by Shengyong Li, Yidian Fan, Xiang Li, Xinhui Ruan, Qianchuan Zhao, Zhihui Peng, Re-Bing Wu, Jing Zhang, Pengtao Song

“…While model-free reinforcement learning (RL) methods have been developed to avoid such biases, training an RL agent from scratch can be time-consuming, often taking hours to gather enough samples for convergence. This challenge has hindered the broad application of RL techniques to larger and more complex quantum control issues, limiting their adaptability. …”
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Typical Properties of Beverages with Different Ethanol Content: A Comparative Analysis by Igor P. Lutkov, Dmitry V. Yermolin

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Molecular Detection of Different Species of <i>Cryptosporidium</i> in Snakes from Surinam and Indonesia by Magdaléna Polláková, Monika Sučik, Vladimír Petrilla

“…Out of 40 tested fecal samples, the presence of cryptosporidial oocysts was confirmed in 6 samples. …”
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The examination of food and microplastics in the digestive tract of Cerberus rynchops by Chompoonut Pengchui, Udomsak Darumas, Suchana Chavanich, Pakpimol Ungcharoenwiwat

“…Microplastics (MPs) represent one of the most significant global environmental issues due to their widespread use in consumer materials. …”
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Distress Tolerance and Factors Affecting It among Nurses Working in the COVID-19 Intensive Care Unit by Mehdi Dehghani Firoozabadi, Sajjad Mirzaee, Afzal Shamsi

“…A non-randomized convenience sampling method was used to select the samples based on the inclusion criteria. …”
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ImagTIDS: an internet of things intrusion detection framework utilizing GADF imaging encoding and improved Transformer by Peng Wang, Yafei Song, Xiaodan Wang, Xiangke Guo, Qian Xiang

“…Abstract As the Internet of Things (IoT) technology becomes extensively deployed, IoT security issues are increasingly prominent. The traffic patterns of IoT are complex and high-dimensional, which makes it difficult to distinguish the tiny differences between normal and malicious samples. …”
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A solar powered portable potentiostat for environmental monitoring by Matthew McCole, Martin Bradley, Margaret McCaul, Denis McCrudden

“…Nitrate levels were accurately detected in soil pore water samples and nitrite levels were also accurately recovered from spiked samples with a mean accuracy of 106.33 % and 94.82 % respectively. …”
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