Penerapan Deep Convolutional Generative Adversarial Network Untuk Menciptakan Data Sintesis Perilaku Pengemudi Dalam Berkendara by Michael Stephen Lui, Fitra Abdurrachman Bachtiar, Novanto Yudistira

“…Generator will receive real image with added noise as input of unsupervised training process, creating synthetic image, while discriminator will receive real image and synthetic image as input and calculate the realness of those image which will be used as loss value with Binary Cross Entropy loss function. The Architecture of DCGAN is composed of multiple transposed convolutional layers with batch normalization and activation function ReLU and activation function Tanh as output layer in generator and multiple convolutional layers with batch normalization and activation function Leaky ReLU and activation function Sigmoid as output layer in discriminator. …”
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A Survey of Data Partitioning and Sampling Methods to Support Big Data Analysis by Mohammad Sultan Mahmud, Joshua Zhexue Huang, Salman Salloum, Tamer Z. Emara, Kuanishbay Sadatdiynov

“…Computer clusters with the shared-nothing architecture are the major computing platforms for big data processing and analysis. …”
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Dealing with Complexity – Knowledge, design, and management of the built environment by Cesare Sposito, Francesca Scalisi

“…Which strategies, measures, actions, and tools can Architecture disciplines implement in a holistic view and with a systems approach to meet the terms of the Paris Agreement? …”
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Cucumeropsis mannii seed oil shields against cyclophosphamide-induced hepatorenal toxicity by modulating redox imbalance and iNOS/IL-β1 signalling in rats by Amaka Cecilia Agbara, Ejike Daniel Eze, Christian Emeka Offor, Adam Moyosore Afodun, Ezebuilo Ugbala Ekpono, Peter Chinedu Agu, Chinyere Aloke, Nkeiru Nwaamaka Ezeani, Emmanuel Orire Ikuomola, Ekom Monday Etukudo, Ilemobayo Victor Fasogbon, Angela Mumbua Musyoka, Patrick Maduabuchi Aja

“…However, combining CMSO and Omega 3 oils significantly restored the altered histology architecture, antioxidant, inflammatory markers, and liver and kidney function parameters to levels comparable to the normal group, thereby reducing the harmful effects of cyclophosphamide. …”
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Monitoring Over Time of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer Patients Through an Ensemble Vision Transformers‐Based Model by Maria Colomba Comes, Annarita Fanizzi, Samantha Bove, Luca Boldrini, Agnese Latorre, Deniz Can Guven, Serena Iacovelli, Tiziana Talienti, Alessandro Rizzo, Francesco Alfredo Zito, Raffaella Massafra

“…Aims This study aimed to develop an ensemble deep learning‐based model, exploiting a Vision Transformer (ViT) architecture, which merges features automatically extracted from five segmented slices of both pre‐ and mid‐treatment exams containing the maximum tumor area, to predict and monitor pCR to NAC. …”
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YOLOX-SwinT algorithm improves the accuracy of AO/OTA classification of intertrochanteric fractures by orthopedic trauma surgeons by Xue-Si Liu, Rui Nie, Ao-Wen Duan, Li Yang, Xiang Li, Le-Tian Zhang, Guang-Kuo Guo, Qing-Shan Guo, Dong-Chu Zhao, Yang Li, He-Hua Zhang

“…Methods: We trained a network called YOLOX-SwinT, which is based on the You Only Look Once X (YOLOX) object detection network with Swin Transformer (SwinT) as the backbone architecture, using 762 radiographic ITF examinations as the training set. …”
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Assessment of Lower Limb Muscle Volume Using 3D Ultrasonography: Validity and Reliability Compared to MRI by Paul Ritsche, Romina Ledergerber, Michele Pansini, Francesco Santini, Oliver Faude

“…The magnitude of underestimation appeared to be influenced by muscle architecture and location. Calibration refinements, including reduced probe pressure and optimized sweep protocols, are underway to improve accuracy. …”
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Reduced Glutathione Promoted Growth Performance by Improving the Jejunal Barrier, Antioxidant Function, and Altering Proteomics of Weaned Piglets by Zhimei Tian, Yiyan Cui, Miao Yu, Dun Deng, Zhenming Li, Xianyong Ma, Mingren Qu

“…Both GSH1 and GSH2 improved the jejunal mucosa architecture (villus height, crypt depth, and the ratio of villus height to crypt depth), tight junction protein (<i>ZO</i>-1 and <i>Occludin</i>), and antioxidant capacity (CAT and MDA), and the effects were superior to ABX. …”
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Les techniques de construction du second forum de Bavay (Nord) : utilisation, origine et datation des matériaux en terre cuite by Xavier Deru, Christine Louvion

“…Starting from an in-depth observation of the remains, and a comparison with the standards of Roman architecture enable us to present an architectural proposal; From the analysis of the materials, an origin and supply circuits are defined; in the end, their combination serves an economic discourse that similar studies will be able to refine.…”
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ChromaFold predicts the 3D contact map from single-cell chromatin accessibility by Vianne R. Gao, Rui Yang, Arnav Das, Renhe Luo, Hanzhi Luo, Dylan R. McNally, Ioannis Karagiannidis, Martin A. Rivas, Zhong-Min Wang, Darko Barisic, Alireza Karbalayghareh, Wilfred Wong, Yingqian A. Zhan, Christopher R. Chin, William S. Noble, Jeff A. Bilmes, Effie Apostolou, Michael G. Kharas, Wendy Béguelin, Aaron D. Viny, Danwei Huangfu, Alexander Y. Rudensky, Ari M. Melnick, Christina S. Leslie

“…ChromaFold uses pseudobulk chromatin accessibility, co-accessibility across metacells, and a CTCF motif track as inputs and employs a lightweight architecture to train on standard GPUs. Trained on paired scATAC-seq and Hi-C data in human samples, ChromaFold accurately predicts the 3D contact map and peak-level interactions across diverse human and mouse test cell types. …”
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Waste marble sludge and calcined clay brick powders in conventional cement farina production for cleaner built environment by Mehmet Serkan Kırgız, Jamal Khatib, Andre Gustavo de Sousa Galdino, Said Kenai, Ahmed Ashteyat, Raul D.S.G. Campilho, Roberto Alonso Gonzalez Lezcano, Gideon Olukunle Bamigboye, N. Nagaprasad, Krishnaraj Ramaswamy

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Genomic insights into genetic diversity and seed coat color change in common bean composite populations by Eva Plestenjak, Eva Plestenjak, Mohamed Neji, Lovro Sinkovič, Vladimir Meglič, Barbara Pipan

“…The results suggest that variation in seed coat color is controlled by both regulatory and structural genetic changes, providing valuable information for breeding programs.ConclusionThis study provides a detailed analysis of the genetic architecture of seed coat color variation in common bean. …”
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A Promising Approach to Ultra‐Flexible 1 Ah Lithium–Sulfur Batteries Using Oxygen‐Functionalized Single‐Walled Carbon Nanotubes by Junyoung Heo, Jeong‐Won Hong, Ha Won Gu, Junghwan Sung, Dong‐Hee Kim, Jung Hoon Kim, Sung Kang, You‐Jin Lee, Hye Young Choi, Doohun Kim, Kang‐Jun Baeg, Joong Tark Han, Jun‐Woo Park

“…This strategy not only significantly enhances the electrochemical performance of Li‐S batteries but also maintains excellent mechanical flexibility under severe deformation, positioning this Ox‐SWCNT‐based architecture as a viable, light‐weight, and ultra‐flexible energy storage solution suitable for commercializing rechargeable Li‐S batteries.…”
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Evaluasi TKTI Puri Saron Hotel Seminyak dengan Framework Cobit 5 by Norsa Yudhi Arso, Made Wisnu Antara Kesiman, Dewa Gede Hendra Divayana

“…The findings of the analysis are centered on the COBIT Process, specifically the domains (EDM04) IT Resources, (APO01) Consistency Management, (APO03) IT Architecture, (APO04) IT Innovation, (APO07) Resource Management, (BAI04) Balancing Flows and Future Needs , (BAI09) Company Assets, (BAI10) Configuration Management, (DSS01) Operations Management, (DSS03) Managing Company Life Cycle Problems, and ( The process of planning, assessing and adjusting Puri Saron Hotel Seminyak for a better direction, and most of the domain activities have been executed, policies and norms have been written, and communication has improved. …”
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Sistem Rekognisi Citra Digital Bahasa Isyarat Menggunakan Convolutional Neural Network dan Spatial Transformer by Mohammad Alfiano Rizky Mahardika, Novanto Yudistira, Achmad Ridok

“…Based on the test results, the best model for the architecture is the EfficientNet B4 model with the Hyperparameter consisting of optimizer Adam and learning rate 0.001 along with the scheduler. …”
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Borrelia burgdorferi radiosensitivity and Mn antioxidant content: antigenic preservation and pathobiology by Andrés F. Londoño, Ajay Sharma, Jared Sealy, Vipin S. Rana, Shelby D. Foor, Vera Y. Matrosova, Elena K. Gaidamakova, Robert P. Volpe, Michael J. Daly, Brian M. Hoffman, Utpal Pal, J. Stephen Dumler

“…However, B. burgdorferi cells are significantly more sensitive than predicted by EPR, implicating their linear genome architecture as an additional explanation for radiosensitivity. …”
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Ultrasound and histopathological assessment of benign, borderline, and malignant thyroid tumors in pediatric patients: an illustrative review and literature overview by Dominika Januś, Dominika Januś, Monika Kujdowicz, Monika Kujdowicz, Aleksandra Kiszka-Wiłkojć, Aleksandra Kiszka-Wiłkojć, Konrad Kaleta, Anna Taczanowska-Niemczuk, Anna Taczanowska-Niemczuk, Jan Radliński, Kamil Możdżeń, Zuzanna Nowak, Wojciech Górecki, Wojciech Górecki, Jerzy B. Starzyk, Jerzy B. Starzyk

“…Non-invasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP) appeared as well-defined hypoechoic nodules with a hypoechoic rim, with histology showing follicular architecture and PTC nuclear features, but no invasion. …”
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A Program for Master of Science in Environment and Natural Resources (MENR) by Kabale University

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Analisis Sentimen Kebijakan Penerapan Kurikulum Merdeka Sekolah Dasar dan Sekolah Menengah pada Media Sosial Twitter dengan Menggunakan Metode Word Embedding dan Long Short Term Me... by Alif Rizal Maulana, Satrio Hadi Wijoyo, Yusi Tyroni Mursityo

“…Sentiment analysis was carried out on student opinions expressed on social media Twitter using a machine learning approach. The architecture used is Long Short-Term Memory Networks (LSTM). …”
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Changes of Narrative: Osvald Sirén’s Photographic Modeling of Modern Research on Chinese Garden by Jiuwen GU, Yuanfeng SHI, Shan JIA

“…However, the close-up, middle and distant views of images can all be clearly presented, and even the details of the patterns and architectural decorations in the distant view are also very clear. …”
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