A survey on deep learning based joint source-channel coding by Tianjie MU, Xiaohui CHEN, Yiyun WANG, Lupeng MA, Dong LIU, Jing ZHOU, Wenyi ZHANG

“…Classical information theory shows that separate source-channel coding is asymptotically optimal over a point-to-point channel.As modern communication systems are becoming more sensitive to delays and bandwidth,it becomes difficult to adopt the assumption that such separate designs have unlimited computing power for encoding and decoding.Compared to joint source-channel coding,separate coding has proven to be sub-optimal when the bandwidth is limited.However,conventional joint source-channel coding schemes require complicated design.In contrast,data-driven deep learning brings new designing ideas into the paradigm.A summary of relevant research results was provided,which will help to clarify the way in which deep learning methods solve the joint source-channel coding problem and to provide an overviewof new research directions.Source compression schemes and end-to-end communication system models were firstly introduced,both based on deep learning,then two kinds of joint coding designs under different types of source,and potential problems of joint source-channel coding based on deep learning and possible future research directions were introduced.…”
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Religion, Lifestyle, and Identity Affirmation within Middle Class Malay Muslims in Pontianak of West Borneo by Nur Hamzah, Sangkot Sirait, Zulkipli Lessy

“…The modern world has proven to affects the aspects of religion and culture of the people in the globe, including the Malay Muslims in Pontianak. …”
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Exploring the Formulation and Approaches of Injectable Hydrogels Utilizing Hyaluronic Acid in Biomedical Uses by Hadeia Mashaqbeh, Batool Al-Ghzawi, Fatima BaniAmer

“…Injectable hyaluronic acid hydrogels were thoroughly investigated and proven to demonstrate potential in various medical fields, including delivering drugs and cells, tissue repair, and wound dressings.…”
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Cross-cultural impact of (in)genuine, smiling celebrities in online advertising by Peter Broeder, Daphne Goorden

“…One strategy that can be useful is celebrity endorsement, which has – because of celebrities’ credibility and attractive characteristics – proven to be an effective way to create favourable attitudes and stronger purchase intentions. …”
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Transfer learning for linear regression with differential privacy by Yiming Hou, Yunquan Song, Zhijian Wang

“…Differential privacy, with its rigorous mathematical foundations, has been proven to offer consistent and robust privacy protection. …”
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The Influence Mechanism of Different Cash Flow Availability on R&D Investment: Evidence from China by Xiaobo Wu, Ye Hua, Hao Lu

“…It has been widely assumed and proven that a firm’s research and development (R&D) investment is limited if the availability of cash flow is constrained. …”
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PERSONAL ACCOUNT AS AN ELEMENT OF INFORMATION SYSTEM OF STATISTICS EDUCATION by N. B. Golovanova, A. V. Soroko

“…The appropriateness of the hierarchical approach in the construction of the statistical information system of education is proven. The conceptual basis for the creation of personal accounts is characterized. …”
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Dual Implantation of Artificial Urinary Sphincter and Inflatable Penile Prostheses for Concurrent Male Urinary Incontinence and Erectile Dysfunction by Tariq F. Al-Shaiji

“…Implantations of an artificial urinary sphincter and inflatable penile prosthesis have proven to be effective in the treatment of both conditions should conservative and minimally invasive measures fail. …”
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Synthesis and Use of Complex Titanium-Containing Coagulant in Water Purification Processes by Evgenii Kuzin

“…Based on the data set obtained, the prospects for the production and use of complex titanium-containing coagulants for natural and wastewater of different origins are proven.…”
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Effect of Bacillus Subtilis Bacteria on the mechanical properties of corroded self-healing concrete by Kharisma Wira Nindhita, Ahmad Zaki, Abdullah M. Zeyad

“…Bacillus subtilis as a self-healing agent in concrete has been proven to be able to increase the compressive strength and flexural strength of concrete. …”
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España en la encrucijada migratoria (trans)-mediterránea. Una revisión sociogeográfica by Arón Cohen

“…Des immigrations convergentes de motivations diverses et de toutes provenances dessinent la position d’un vrai « carrefour » trans-méditerranéen. …”
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A Novel Image Encryption Scheme Based on PWLCM and Standard Map by Yucheng Chen, Chunming Tang, Zongxiang Yi

“…However, some schemes have been proven to be insecure due to using a single chaotic system. …”
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Evaluasi Kinerja MLLIB APACHE SPARK pada Klasifikasi Berita Palsu dalam Bahasa Indonesia by Antonius Angga Kurniawan, Metty Mustikasari

“…The four algorithms were chosen because of their proven ability to classify and several algorithms that are rarely used but have good abilities in terms of classification. …”
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Explainable and perturbation-resilient model for cyber-threat detection in industrial control systems Networks by Urslla Uchechi Izuazu, Cosmas Ifeanyi Nwakanma, Dong-Seong Kim, Jae Min Lee

“…Abstract Deep learning-based intrusion detection systems (DL-IDS) have proven effective in detecting cyber threats. However, their vulnerability to adversarial attacks and environmental noise, particularly in industrial settings, limits practical application. …”
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Insights into the lemon (Citrus limon) epiphytic microbiome: impact of the biocontrol yeast Clavispora lusitaniae 146 by Maria Cecilia Rasuk, José Matías Irazoqui, María Florencia Perez, Martina María Pereyra, Pedro Eugenio Sineli, Anja Poehlein, Rolf Daniel, Julian Rafael Dib

“…Although strain 146 has proven to be an effective agent, the influence of a microbial biological control agent on the postharvest lemon microbiome has not been studied until now. …”
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Placental Mesenchymal Dysplasia: A Case Report by Rachna Agarwal, Ritu Khatuja, Lipi Sharma, Alpana Singh

“…A rare case of histologically proven placental mesenchymal dysplasia (PMD) with fetal omphalocele in a 22-year-old patient is reported. …”
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Biomimetic Dehydrogenative Intermolecular Formal Allylic Amidation of Branched α‐Olefins by Xiaoyang Fu, Jiarui Tian, Mingjun Zhang, Yue Jing, Yuxiu Liu, Hongjian Song, Qingmin Wang

“…However, the development of catalytic systems for intermolecular allylic amidation of olefins, particularly branched α‐olefins, has proven to be challenging. Here, a biomimetic, synergistic catalytic method is reported that combines photoredox, cobalt, and Brønsted base catalysis for the synthesis of substituted allylic amides from branched α‐olefins and simple imides without using oxidants. …”
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Real-time visualisation of fast nanoscale processes during liquid reagent mixing by liquid cell transmission electron microscopy by Govind Ummethala, Ravi Jada, Shourya Dutta-Gupta, Junbeom Park, Amir H. Tavabi, Shibabrata Basak, Robert Hooley, Hongyu Sun, H. Hugo Pérez Garza, Rüdiger-A Eichel, Rafal E. Dunin-Borkowski, Sai Rama Krishna Malladi

“…However, probing phenomena occurring in liquids while mixing two precursor solutions has proven extremely challenging, requiring sophisticated liquid cell designs. …”
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Multiple-Fault Detection Methodology Based on Vibration and Current Analysis Applied to Bearings in Induction Motors and Gearboxes on the Kinematic Chain by Juan Jose Saucedo-Dorantes, Miguel Delgado-Prieto, Juan Antonio Ortega-Redondo, Roque Alfredo Osornio-Rios, Rene de Jesus Romero-Troncoso

“…There are several techniques associated with the fault diagnosis in rotating machinery; however, vibration and stator currents analysis are commonly used due to their proven reliability. Indeed, vibration and current analysis provide fault condition information by means of the fault-related spectral component identification. …”
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RADAR TEAM (REMAJA TANGGAP DARURAT) AS AN EFFORT TO IMPROVE THE FLOOD DISASTER EMERGENCY SKILLS by Septia Tri Purwaningsih, Grefima Pramudani, Nela Nur Azizah, Hani Wulandari Pratiwi, Mutia Nurmadiana

“…Conclusion: The RADAR (Remaja Tanggap Darurat) team was proven to improve flood disaster emergency skills in the Bumi Village, Laweyan, Surakarta.…”
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