A Comparative Study of Deep Audio Models for Spectrogram- and Waveform-Based SingFake Detection by Minh Nguyen-Duc, Luong Vuong Nguyen, Huy Nguyen-Ho-Nhat, Tri-Hai Nguyen, O-Joun Lee

“…In this study, we conduct a comparative analysis of two model types for singfake detection: (1) models utilizing Log-Mel spectrograms, such as Audio Spectrogram Transformer (AST) and Whisper, and (2) models that process raw waveform inputs, including UniSpeech-SAT and HuBERT. …”
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Evaluation of Feature Selection and Regression Models to Predict Biomass of Sweet Basil by Using Drone and Satellite Imagery by Luana Centorame, Nicolò La Porta, Michela Papandrea, Adriano Mancini, Ester Foppa Pedretti

“…Feature selection was performed using three different methods (F-score, Recursive Feature Elimination, and model-based selection), and the most informative features were then processed through Principal Component Analysis. Eight regression models were trained and evaluated using leave-one-out cross-validation. …”
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A CGAN-based adversarial attack method for data-driven state estimation by Qi Wang, Jing Zhang, Jianxiong Hu, Shutan Wu, Shiyi Hou, Yi Tang

“…Their sensitivity to small perturbations and the limitation of generalization ability make them vulnerable to adversarial attacks. …”
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Assessment of the Role of Ginsenoside RB1 Active Substance in Alginate/Chitosan/Lovastatin Composite Films by Thi-Loc Thach, Thuy-Chinh Nguyen, An-Quan Vo, Minh-Thanh Do, Quang-Tung Nguyen, Tuan-Anh Nguyen, Long-Giang Bach, Hoang Thai

“…It was increased remarkably by the synergic effect of LOV and ginsenoside Rb1 in the drug release process. From the obtained results, we suggested that ginsenoside Rb1 plays an important role not only in the enhancement of health and immunity as general but also as an efficient agent in control of the LOV size as well as LOV drug release from the composite films.…”
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Diffusion and Risks of House Prices in the Netherlands by Alfred Larm Teye

“…Chapter 2 is a literature study that presents the general trend and an overview of the risks in home-ownership. …”
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The Recent Technologies to Curb the Second-Wave of COVID-19 Pandemic by M. Poongodi, Mohit Malviya, Mounir Hamdi, Hafiz Tayyab Rauf, Seifedine Kadry, Orawit Thinnukool

“…In this study, futuristic and emerging innovations are analyzed, improving COVID-19 effects for the general public. Large data sets need to be advanced so that extensive models related to deep analysis can be used to combat Coronavirus infection, which can be done by applying Artificial intelligence techniques such as Natural Language Processing (NLP), Machine Learning (ML), and Computer vision to varying processing files. …”
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A cost-effective approach using generative AI and gamification to enhance biomedical treatment and real-time biosensor monitoring by Abdullah Ayub Khan, Asif Ali Laghari, Majed Alsafyani, Abdullah M. Baqasah, Natalia Kryvinska, Ahmad Almadhor, Roobaea Alroobaea, Michal Gregus

“…Abstract Biosensors are crucial to the diagnosis process since they are designed to detect a specific biological analyte by changing from a biological entity into electrical signals that can be processed for further inspection and analysis. …”
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Judicial reform as a tool for increase efficiency of legal protection of individuals by A. V. Malko, S. F. Afanasiev, V. A. Terekhin

“…The authors analyze the process and results of 30 years of reforming judicial activity in contemporary Russia, formulate and substantiate the conceptual foundations of promising transformations and specific proposals for continuing the reform, increasing the efficiency of the judicial system and protecting human rights, freedoms and legitimate in-terests.The purpose is to confirm or disprove hypothesis that the Russian judicial reform needs to be adjusted in order to remain the most important factor in building the rule of law and civil society.The research methodology includes the methods of analysis and synthesis, historical, com-parative legal and formal legal methods.The main results, scope of application. …”
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The recovery experiences of individuals with schizophrenia in northwestern Ethiopia by Selamawit Kassa, Setareh Ghahari, Rosemary Lysaght, Carrie Anne Marshall, Missaye Mulatie Mengstie

“…IntroductionSchizophrenia recovery is perceived as a one-time symptom remission. However, it is a process that may continue throughout an individual's life. …”
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Mediation as an alternative form of pre-trial settlement of a tax dispute: doctrinal approaches and law enforcement practice by L. L. Arzumanova

“…The settlement of tax disputes is quite understandable, since this mechanism allows to keep an economic entity on the market, on the one hand, and to replenish the state budget on the other.The purpose of the article is to confirm or disprove hypothesis that the current mechanism of pre-trial settlement of disputes established in the Russian Tax Code does not correspond to the techniques of the mediation process. The methodological basis of the research was formed by general scientific methods of cognition, which include the principles of objectivity and system analysis of the information collected during preparation of the publication. …”
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Acceleration of Ulcer Healing by Local Application of Myrrh Oil: An Experimental Study by Ahmed Abed, Nada Al- Ghaban

“…This process begins very early in the inflammatory phase and finishes with tissue repair. …”
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Acceptability and feasibility of Problem Management Plus to address mental health problems among remand prisoners in the Netherlands: a pilot randomised controlled trial protocol by Mathilde J. F. van Oudenaren, Anke B. Witteveen, Anja J. E. Dirkzwager, Marit Sijbrandij

“…Data of the process evaluation will be analysed using reflexive thematic analysis. …”
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PIANO PEDAGOGY IN MUSIC SCHOOL THROUGH THE LENS OF UKRAINIAN PRACTICE AND EUROPEAN APPROACHES by Igor RIABOV, Yaroslav YARMAK, Olena SIKALOVA, Serhii RIABOV, Olena SPOLSKA

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Search for Common Molecular Genetic Markers of Nosocomial Pneumonia and Acute Respiratory Distress Syndrome by T. V. Smelaya, A. N. Kuzovlev, V. V. Moroz, A. M. Golubev, O. B. Belopolskaya, L. E. Salnikova

“…Genetic predisposition partially accounts for the clinical variability of the course of an infectious process. A total of 750 people, including 419 (81.1%) male patients aged 42.9±0.9 years, admitted to the clinics of the V. …”
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Principles of good practice for concept definition in the context of translation and linguistic validation of clinical outcome assessments (COAs) by Benjamin Arnold, Dana Weiss, Emily Parks-Vernizzi, Barbara Brandt, Ana Popielnicki, Beatrice Tedeschi, Clayon Hamilton, Mark Wade, John Chaplin, Holger Muehlan, Jussi P. Repo, Sonya Eremenco

“…This research provides recommendations for the process of developing concept definitions in general, as well as specific recommendations on who should be involved in the process and what a concept definition document should contain. …”
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INFLATION OF THE COMPETENCE-BASED APPROACH IN THE RUSSIAN PEDAGOGICAL SCIENCE AND PRACTICAL TEACHING by A. P. Usol'tsev

“…Competence-based approach is considered by the author according to the general methodological structure of the scientific theory. …”
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Tertiary prevention interventions for patients with stroke in African countries: a systematic review by Eva Johanna Kantelhardt, Thomas Frese, Eric Sven Kroeber, Lucas Adam, Susanne Unverzagt, Etienne Ngeh, Betselot Yirsaw Wubete

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Development of the Composition and Technology of a Granular Dosage form Based on a Thick Milk Thistle Extract and Ademetionine by D. I. Pisarev, O. O. Novikov, E. T. Zhilyakova, N. N. Boyko, R. A. Abramovich, O. G. Potanina, S. Lazar, A. Sayed Ahmad, R. Nasser

“…Validation evaluation of the method was performed according to generally accepted parameters.Results and discussion. …”
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Assessing the Efficiency of Transformer Models with Varying Sizes for Text Classification: A Study of Rule-Based Annotation with DistilBERT and Other Transformers by Arafet Sbei, Khaoula ElBedoui, Walid Barhoumi

“…This study presents a comparative analysis of transformer models for text classification, utilizing a hybrid approach that integrates rule-based regular expressions with fine-tuned neural network models. …”
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Exploring the dynamic pathogenesis of Parkinson's disease by case-control and longitudinal blood transcriptome analyses by Gang Xue, Gang Wang, Qianqian Shi, Hui Wang, Bo-Min Lv, Min Gao, Xiaohui Niu, Hong-Yu Zhang

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