Editörden by Tolga Çakmak

“…Kütüphane Haftası’nda katıldığı TRT Radyo 1’de yayımlanan “Gecenin İçinden” adlı programda gerçekleştirilen söyleşinin çözümlenmiş kayıtları sunulmaktadır.Kitap tanıtımı bölümünde bulunan çalışmalardan ilki O’Reilly Media tarafından 2015 yılında yayımlanan “Information Architecture: For the Web and Beyond” başlıklı kitabı konu edinmektedir. …”
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Automated on-site broiler live weight estimation through YOLO-based segmentation by Mahmoud Y. Shams, Wael M. Elmessery, Awad Ali Tayoush Oraiath, Ahmed Elbeltagi, Ali Salem, Pankaj Kumar, Tamer M. El-Messery, Tarek Abd El-Hafeez, Mohamed F. Abdelshafie, Gomaa G. Abd El-Wahhab, Ibrahim S. El-Soaly, Abdallah Elshawadfy Elwakeel

“…The study utilizes YOLO version 8, a deep learning-based network segmentation technique, for precise broiler segmentation, significantly improving weight accuracy in complex environments. The YOLOv8 architecture builds a model that demonstrates improved and trustworthy results in broiler weight prediction, achieving a mean average precision across a range of intersection over union thresholds from 50 % to 95 % of 0.829. …”
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Soil organic carbon contents and their major influencing factors in mangrove tidal flats: a comparison between estuarine and non-estuarine areas by Ting Wu, Jia Guo, Gang Li, Yu Jin, Wei Zhao, Guangxuan Lin, Fang-Li Luo, Yaojun Zhu, Yifei Jia, Li Wen

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Laryngeal cancer diagnosis based on improved YOLOv8 algorithm by Xin Nie, Xueyan Zhang, Di Wang, Yuankun Liu, Lumin Xing, Wenjian Liu

“…Additionally, a tiny fully convolutional network architecture has been employed, reducing the number of model parameters and computational costs while maintaining or enhancing performance, which is crucial for real-time medical imaging analysis. …”
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River-groundwater transformation and ecological effects in the Tuwei River watershed by Jinxuan WANG, Yi WANG, Fan GAO, Xuanming ZHANG, Zhitong MA, Fan YANG

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Decoding MexB efflux pump genes: structural, molecular, and phylogenetic analysis of multidrug-resistant and extensively drug-resistant Pseudomonas aeruginosa by Muhammad Bilal Habib, Naseer Ali Shah, Afreenish Amir, Huda Ahmed Alghamdi, Muhammad Haseeb Tariq, Kiran Nisa, Mariam Ammoun

“…Phylogenetic analysis revealed evolutionary relationships with the P. aeruginosa strains isolated in Switzerland, Denmark and Germany. Protein domain architecture revealed that MexB gene proteins were involved in particular efflux pump function. …”
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Application of artificial intelligence brain structure-based paradigm to predict the slip condition impact on magnetized thermal Casson viscoplastic fluid model under combined temp... by Umar Farooq, Shan Ali Khan, Haihu Liu, Muhammad Imran, Lotfi Ben Said, Aleena Ramzan, Taseer Muhammad

“…Results obtained for regression metrics, absolute error, MSE and error histogram plots through the LMT-ABPNN architecture do confirm the superior performance attained here. …”
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Effective Facial Expression Recognition System Using Artificial Intelligence Technique by Imad S. Yousif, Tarik A. Rashid, Ahmed S. Shamsaldin, Sabat A. Abdulhameed, Abdulhady Abas Abdullah

“…ANNS are inspired by the neural architecture of human brain capable of learning and recognizing patterns in unchartered data after trained examples, on the other hand GAs come from fundamental principles underlying natural selection perform optimization process based-on evolutionary methods which includes fitness evaluation, comparison, selection, crossover, and mutation. …”
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TransRAUNet: A Deep Neural Network with Reverse Attention Module Using HU Windowing Augmentation for Robust Liver Vessel Segmentation in Full Resolution of CT Images by Kyoung Yoon Lim, Jae Eun Ko, Yoo Na Hwang, Sang Goo Lee, Sung Min Kim

“…In addition, to minimize the false negative area, we propose TransRAUNet, which introduces a reverse attention module (RAM) that can focus edge information to the baseline TransUNet. The proposed architecture solves context loss for small vessels by applying edge module (RAM) in the upsampling phase. …”
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Novel adaptive immune systems in pristine Antarctic soils by Marc W. Van Goethem, Oliver K. I. Bezuidt, Rian Pierneef, Surendra Vikram, David W. Hopkins, Thomas Aspray, Grant Hall, Stephan Woodborne, Ian D. Hogg, Trent R. Northen, Weidong Kong, Daniele Daffonchio, Don A. Cowan, Yves Van de Peer, Manuel Delgado-Baquerizo, Thulani P. Makhalanyane

“…Furthermore, we demonstrate the presence of diverse CRISPR-Cas arrays, including Class 1 arrays (Types I-B, I-C, and I-E), alongside systems exhibiting novel gene architecture among their effector cas genes. Notably, a Class 2 system featuring type V variants lacks CRISPR arrays, encodes Cas1 and Cas2 adaptation module genes. …”
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Investigating the Feasibility of Behavioral Nudges to Reduce the Phenomenon of Escape from Responsibility in Public Sector by Seyed Kamal Vaezi, Mahboubeh Hosseini

“…By statistically analyzing biases in this area, the paper refers to solutions based on the capabilities of nudge theory and the concept of choice architecture to provide access to a more desirable situation in the field of escape from responsibility in the public sector.MethodsThe present research is based on the interpretive paradigm and qualitative methodology and was conducted using thematic analysis. …”
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Right inferior frontal cortex and preSMA in response inhibition: An investigation based on PTC model by Lili Wu, Mengjie Jiang, Min Zhao, Xin Hu, Jing Wang, Kaihua Zhang, Ke Jia, Fuxin Ren, Fei Gao

“…A large body of literature has used neuroimaging data to uncover the neural architecture that regulates inhibitory control in general and movement cancelation. …”
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Deep learning radiomics nomogram for preoperatively identifying moderate-to-severe chronic cholangitis in children with pancreaticobiliary maljunction: a multicenter study by Hui-min Mao, Kai-ge Chen, Bin Zhu, Wan-liang Guo, San-li Shi

“…Handcrafted radiomics features and deep learning (DL) radiomics features, extracted using transfer learning with the ResNet50 architecture, were obtained from portal venous-phase CT images. …”
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Hepatoprotective Effects of a Novel Trihoney against Nonalcoholic Fatty Liver Disease: A Comparative Study with Atorvastatin by Hamad Abdulsalam Hamad Alfarisi, Muhammad Bin Ibrahim, Zenab B. Hamad Mohamed, Nuraniza Azahari, Asmah Hanim Bt. Hamdan, Che Anuar Che Mohamad

“…Atorvastatin exhibited no beneficial impact on hepatic architecture. Conclusion. Trihoney was able to maintain normal liver function and showed hepatoprotection against progression of NAFLD to NASH probably through hypocholesterolaemic and antioxidant functions.…”
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Classification of Cigarette Types Using Computer Vision: An Analysis of Smoke Aggregation Features by Shishuan Guan, Lei Jiao, Zengyu Wang, Xiaofei Ji, Hongwei Zheng, Cunfeng Yu, Hongtao Li, Liwen Zheng, Shuaishuai Sun, Qiang Sun, Jun Li, Guangwei Jiang, Kezhi Wu, Erge Lin, Xinlong Zhang

“…To further improve performance, we have adopted a new network architecture. We first adopted SmokeSeqNet model for experiments, which combined residual CNN as a feature extractor and captured the dynamic sequence characteristics of smoke through the LSTM layer. …”
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LightweightUNet: Multimodal Deep Learning with GAN-Augmented Imaging Data for Efficient Breast Cancer Detection by Hari Mohan Rai, Joon Yoo, Saurabh Agarwal, Neha Agarwal

“…The proposed model boasts a low computational cost due to its smaller number of layers in its architecture, and its adaptive nature stems from its use of depth-wise separable convolution. …”
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Phylogeography and genetic diversity of Ulmus elongata (Ulmaceae), a Tertiary relict tree with extremely small populations (PSESP) by Yakun Wang, Xiankun Wang, Junyuan Wu, Jun Yang, Yanpei Liu, Peng Guo, Fude Shang, Nan Lin

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Hybrid Recommender System for Tourism Based on Big Data and AI: A Conceptual Framework by Khalid AL Fararni, Fouad Nafis, Badraddine Aghoutane, Ali Yahyaouy, Jamal Riffi, Abdelouahed Sabri

“…From this study, an architecture and a conceptual framework for tourism recommender system are proposed, based on a hybrid recommendation approach. …”
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HEDDI-Net: heterogeneous network embedding for drug-disease association prediction and drug repurposing, with application to Alzheimer’s disease by Yin-Yuan Su, Hsuan-Cheng Huang, Yu-Ting Lin, Yi-Fang Chuang, Sheh-Yi Sheu, Chen-Ching Lin

“…Methods To address the limitations of traditional methods, we developed HEDDI-Net, a heterogeneous embedding architecture designed to accurately detect drug-disease associations while preserving the interpretability of biological mechanisms. …”
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Experimental study on the engineering characteristics of expansive soil improved conjointly using enzyme induced carbonate precipitation and eggshell powder by Mudassir Mehmood, Yuancheng Guo, Yunlong Liu, Lei Wang, Wen Nie, Bantayehu Uba Uge, Sharafat Ali, Chen Xuanyu, Yingao Zhao

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