A novel approach for detecting malicious hosts based on RE-GCN in intranet by Haochen Xu, Xiaoyu Geng, Junrong Liu, Zhigang Lu, Bo Jiang, Yuling Liu

“…Lastly, the traditional graph neural network model has limitations in processing edge information and is unable to directly learn the information in netflow. To overcome these challenges, this paper proposes a malicious host detection system. …”
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Experiences with Internships: Perceptions of Undergraduate Publishing Students at the Kwame Nkrumah University of Science and Technology, Ghana by Michael Ato Essuman, Elijah Afeliga

“…The Industrial internship is the platform that enables students to experience the practical aspects of what they learn outside the classroom. The internship is a facilitator that allows students to put into practice what they have learned in school. …”
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Type 2 diabetes prediction method based on dual-teacher knowledge distillation and feature enhancement by Jian Zhao, Hanlin Gao, Lei Sun, Lijuan Shi, Zhejun Kuang, Haiyan Wang

“…The experimental results show that after data preprocessing, DCTSD-Model adopts the dual teacher model knowledge distillation method to help the student model learn rich category information by generating soft labels, and uses weighted random samplers to learn samples of different categories, which solves the category imbalance problem and achieves excellent classification performance. …”
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Attention-Aware Heterogeneous Graph Neural Network by Jintao Zhang, Quan Xu

“…Finally, the semantic-level neural network is proposed to extract the feature interaction relationships on different meta-paths and learn the final embedding of nodes. Experimental results on three widely used datasets showed that the AHNN model could significantly outperform the state-of-the-art models.…”
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Bayesian Inference and Global Sensitivity Analysis for Ambient Solar Wind Prediction by Opal Issan, Pete Riley, Enrico Camporeale, Boris Kramer

“…The ensemble predictions generated from the learned posterior densities significantly reduce the uncertainty in solar wind velocity predictions near Earth.…”
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A molecular basis for spine color morphs in the sea urchin Lytechinus variegatus by Maria Wise, Madison Silvia, Gerardo Reyes, Rushane Dunn, Thomas M. Onorato, Cosmo Pieplow, Aidan Furze, El Hebert, Nathalie Oulhen, Dan Ritschoff, David R. McClay, Gary Wessel

“…Through genetic crosses we learned that white is dominant over red and green colors, and that pigmentation follows classic Mendelian genetics. …”
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Pruning Palms by Timothy K. Broschat

“…Consumers must be educated that palms are supposed to have round crowns, not feather-duster crowns. Learn more with this 9-page fact sheet written by Timothy Broschat and published by the UF Department of Environmental Horticulture, April 2011. …”
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Itinéraires militants contestés dans le mouvement occitan : le cas de Poble d’Oc by Guillaume Genoud

“…This article shows that Poble d'Oc's links with the radical right have been exaggerated by its political opponents, but that the trajectory of its founders nonetheless allows us to learn more about the movement of activists between the right and the left during the 68s.…”
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Plant-Parasitic Nematodes Associated with Asian Vegetables in Florida by Hung X. Bui, Johan A. Desaeger

“…Therefore, we conducted a survey to learn what Asian vegetables are grown in Florida and plant-parasitic nematodes associated with these crops, and the potential damage these nematodes cause to Asian vegetables. …”
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Aquatic Weeds: Crested Floating Heart (Nymphoides cristata) by Leif N. Willey, Kenneth A. Langeland

“…In the United States, crested floating heart escaped from cultivation and became established in Florida water bodies. Learn how to identify and manage this aquatic weed in this 5-page fact sheet written by Leif N. …”
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Portion Control: A Key to Weight Management by Cassie C. Gaisser, Karla P. Shelnutt

“…Understanding portion control can help you eat the right amount of food to maintain a healthy weight. Learn more in this 5-page fact sheet written by Cassie C. …”
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Redheaded Pine Sawfly Neodiprion lecontei (Fitch) by Sara DeBerry

“…Neodiprion lecontei is an important defoliator of commercially grown pine, as the preferred feeding conditions for sawfly larvae are enhanced in monocultures of shortleaf, loblolly, and slash pine, all of which are commonly cultivated in the southern United States. Learn more with this 5-page fact sheet written by Sara DeBerry and published by the UF Department of Entomology and Nematology, January 2011. …”
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Aquatic Weeds: Crested Floating Heart (Nymphoides cristata) by Leif N. Willey, Kenneth A. Langeland

“…In the United States, crested floating heart escaped from cultivation and became established in Florida water bodies. Learn how to identify and manage this aquatic weed in this 5-page fact sheet written by Leif N. …”
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Application of Auto-steering Technology for Tree Planting by Reza Ehsani, Esa Ontermaa

“…Auto-steering technology can be used in conjunction with a tree planting unit to mechanize this operation and reduce tree planting costs. Learn more in this 6-page fact sheet was written by Reza Ehsani and Esa Ontermaa and published by the UF Department of Agricultural and Biological Engineering, March 2011.   …”
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Pruning Palms by Timothy K. Broschat

“…Consumers must be educated that palms are supposed to have round crowns, not feather-duster crowns. Learn more with this 9-page fact sheet written by Timothy Broschat and published by the UF Department of Environmental Horticulture, April 2011. …”
Get full text

Nutrition: Boring Food by Donna Davis, Linda Bobroff

“… FAR-7000, a 2-page transcript of the radio broadcast by Donna Davis and Linda Bobroff, explains to parents why neither the rules they learned as kids nor the new rules coming from the diet industry are appropriate for feeding their children, and describes a more appropriate feeding philosophy advocated by Ellyn Satter. …”
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Portion Control: A Key to Weight Management by Cassie C. Gaisser, Karla P. Shelnutt

“…Understanding portion control can help you eat the right amount of food to maintain a healthy weight. Learn more in this 5-page fact sheet written by Cassie C. …”
Get full text

Nutrition: Boring Food by Donna Davis, Linda Bobroff

“… FAR-7000, a 2-page transcript of the radio broadcast by Donna Davis and Linda Bobroff, explains to parents why neither the rules they learned as kids nor the new rules coming from the diet industry are appropriate for feeding their children, and describes a more appropriate feeding philosophy advocated by Ellyn Satter. …”
Get full text

Redheaded Pine Sawfly Neodiprion lecontei (Fitch) by Sara DeBerry

“…Neodiprion lecontei is an important defoliator of commercially grown pine, as the preferred feeding conditions for sawfly larvae are enhanced in monocultures of shortleaf, loblolly, and slash pine, all of which are commonly cultivated in the southern United States. Learn more with this 5-page fact sheet written by Sara DeBerry and published by the UF Department of Entomology and Nematology, January 2011. …”
Get full text

Application of Auto-steering Technology for Tree Planting by Reza Ehsani, Esa Ontermaa

“…Auto-steering technology can be used in conjunction with a tree planting unit to mechanize this operation and reduce tree planting costs. Learn more in this 6-page fact sheet was written by Reza Ehsani and Esa Ontermaa and published by the UF Department of Agricultural and Biological Engineering, March 2011.   …”
Get full text