A Generalized Multi-Layer Framework for Video Coding to Select Prediction Parameters by Muhammad Asif, Maaz Bin Ahmad, Imtiaz A. Taj, Muhammad Tahir

“…The exploitation of the RDO technique contributes significantly to increase the computational complexity of the coding process. In this paper, a generalized multi-layer framework is presented, which provides a hierarchical optimized way to select MB prediction parameters. …”
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VVC coded distortion prediction model based on frame-level transform coefficient modeling of generalized Gaussian distribution by Yiyin GU, Hongkui WANG, Haibin YIN

“…In versatile video coding (VVC), a variety of advanced coding tools work together to achieve excellent coding performance.Compared with high efficient video coding (HEVC), the transform coefficient distribution (TCD) of VVC has sharper peaks.In order to solve this phenomenon, the probability density function (PDF) of frame-level TCD was modeled, and a frame-level coding distortion prediction model based on statistical modeling was proposed, which modeled frame-level distortion as a function of TCD distribution parameters and quantization parameters.The experimental results show that compared with the Laplace distribution and Cauchy distribution, the generalized Gaussian distribution has the best performance in TCD probability density fitting.The prediction results based on the generalized Gaussian distribution distortion prediction model are closest to the actual coding distortion.…”
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The Criminal Code of Mongolia. The General Part. Punishment by V. M. Stepashin

“…The subject. The Criminal Code of Mongolia, as one of the newest criminal laws, needs to be studied.The purpose of the study is to identify the features of criminal punishment and its appointment in Mongolia.The author uses method of formal legal interpretation of Mongolian Criminal Code. …”
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LPItabformer: Enhancing generalization in predicting lncRNA-protein interactions via a tabular Transformer by Qin Lin, Jie Sheng, Chang Zhou, Tao Xiao, Yilei Meng, Mingxin Lu, Junfang Zhang, Xueyun Yan, Luying Peng, Huaming Cao, Li Li

“…Ultimately, we have verified that the LPItabformer is capable of predicting novel LPIs. Code is available at https://github.com/Ci-TJ/LPItabformer.…”
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Аdaptive combined image coding with prediction of arithmetic code volume by B J.S Sadiq, V. Yu. Tsviatkou, М. N. Bobov

“…To adapt the structure of the combined encoder to the distribution of bits in the bit planes of DPCM pixel values, the article proposes to use prediction of the volume of arithmetic code based on entropy and comparison of the obtained predicted value with the volume of run length code. …”
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The educational effects of telemedicine training using role‐playing for general practice/family medicine residents: A qualitative study by Koki Nakamura, Tomoo Hidaka, Yoshihiro Toyoda, Mei Endo, Satoshi Kanke

“…Abstract Background Despite the increasing demand for telemedicine, there have been few reports on telemedicine training for general practice/family medicine residents. This study aimed to qualitatively examine the educational effects of remote medical training for residents using role‐play. …”
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Predictive coding in musical anhedonia: A study of groove. by Peter Benson, Nicholas Kathios, Psyche Loui

“…Groove, or the pleasurable urge to move to music, offers unique insight into the relationship between emotion and action. The predictive coding of music model posits that groove is linked to predictions of music formed over time, with stimuli of moderate complexity rated as most pleasurable and likely to engender movement. …”
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Design and Development of Interactive Software Models for Teaching Coding Theory: A Case Study on Hamming Codes—General Algorithm by Yuksel Aliev, Galina Ivanova, Adriana Borodzhieva

“…A general methodology for designing interactive educational software is proposed and has been successfully applied in developing four software models for learning various coding techniques. …”
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Association Between Pre-Hospital e-Education via QR Code and Hospital Stay in Inguinal Hernia Patients Undergoing General Anaesthesia: A Retrospective Study by Ma G, Jiang P, Miao C, Huang Y, Li H, Zhao Y

“…Similarly, a negative correlation was observed between viewing the pre-hospital e-education and the time to first ambulation (β = − 0.71, 95% CI: − 1.25, − 0.17; P =0.015), as well as the time to first postoperative dietary (β = − 1.20, 95% CI: − 1.71, − 0.34; P =0.006) after controlling for relevant covariates.Conclusion: Effective pre-hospital e-education via online QR codes may reduce hospital stay and improve the patient experience in day surgery under general anesthesia.Keywords: pre-hospital, e-education, inguinal hernia, general anesthesia, day surgery, hospital stay…”
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How Reliable Is the G41 Discharge Code for Status Epilepticus? by Quentin Calonge, Vincent Navarro, Sophie Tezenas du Montcel

“…Of the 400 hospitalizations with a G410 (generalized convulsive SE) code, 72.7% were classified as generalized convulsive SE, while 76.5% of the 149 hospitalizations with a G412 (focal SE) code were classified as focal SE. …”
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Assessment of Prediction Capabilities of COCOSYS and CFX Code for Simplified Containment by Jia Zhu, Xiaohui Zhang, Xu Cheng

“…The general trend of the temperature distribution along the vertical direction predicted by COCOSYS agrees with the CFX prediction except in dome, and this phenomenon is predicted well by CFX and failed to be reproduced by COCOSYS. …”
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A GPT-Based Code Review System With Accurate Feedback for Programming Education by Dong-Kyu Lee, Inwhee Joe

“…These results indicate that the system provides more accurate feedback than conventional automated code reviews, while achieving token efficiency and supporting self-directed learning through educational feedback. …”
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Detection and Classification of Dress Code Violations in Educational Environments Using Deep Learning by Aminu Suleiman Bashir, Ahmed Ibrahim Mahmud, Muhammad Yahya

“… This paper explores the utilization of deep learning techniques for the detection and classification of dress code violations in educational environments, identifying the challenges of manual enforcement and the potential for systems that are automated. …”
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RiNALMo: general-purpose RNA language models can generalize well on structure prediction tasks by Rafael Josip Penić, Tin Vlašić, Roland G. Huber, Yue Wan, Mile Šikić

“…Notably, we show that its generalization capabilities overcome the inability of other deep learning methods for secondary structure prediction to generalize on unseen RNA families.…”
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SOCIO-LEGAL AND ETHNIC PEDAGOGICAL ASPECTS OF GENERAL AND SPECIAL FAMILY CODE OF THE RUSSIAN FEDERATION AND THE SHARIA (COMPARATIVE ANALYSIS) by Bika Sh. Aliyeva, Dilshad A. Mehrabova

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Music Curriculum Requirements for the General Education System of Islamic Republic of Iran by Mosatafa Safapour Quchani, Behrooz Mahram

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Can a referral diagnosis code for duplex ultrasound "predict" carotid artery stenosis? by O. V. Gaisenok, I. V. Samorodskaya, O. M. Drapkina

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Peculiarities of use of generative artificial intelligence in codes of academic integrity in higher education institutions of Singapore by Mariia Shchedrina

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Plasma-based transcriptomic non-coding signature for predicting relapse in pediatric acute lymphoblastic leukemia by Yaping Wang, Xiaopeng Ma, Huimin Li, Ji'ou Zhao, Meiyun Kang, Liucheng Rong, Yao Xue, Jiali Wang, Junwei Tang, Yongjun Fang

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Teacher’s Code of Ethics: The Necessity, Formal Regulation and Effectiveness by Joanna MADALIŃSKA-MICHALAK

“…The paper presents the results regarding the need to adopt a generally binding teacher’s code of ethics, its formal regulations and the potential effectiveness. …”
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