Using Big Data in Labor Market Analysis: Theoretical Approaches and Methodological Tools by A. V. Vankevich, I. N. Kalinouskaya

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Key Concepts and Models of Strategic Innovation Management in Ukraine: Modern Approaches by Skrypnyk Svitlana V.

“…The suggestions for developing hybrid models that combine elements of ecosystem approaches, open innovations, and digital solutions are particularly valuable in practice. …”
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Emotion Perception and Service Optimization in ChatGPT-Driven Smart Libraries by ZHANG Mingjie, ZHAO Ruixue

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Genomic prediction of plant traits by popular machine learning methods by K. N. Kozlov, M. P. Bankin, E. A. Semenova, M. G. Samsonova

“…Among hybrid approaches, the prospect of combining machine learning models and models of plant development based on biophysical and biochemical processes is emphasized. …”
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Digital Consciousness and Identity by Дахіль Велієв

“…The result of exercising this interdisciplinary approach and combining various theories and observations show that people, with the help of technology, are taking part in developing their own identity, further proving the impact of digitalization on an individualistic and collective level; digital technologies also tend to have a profound and transformative impact on the peoples’ self-awareness and relations in a globalized world; furthermore, the use of digital technologies proves to be an effective means of global and subtle influence on the life, behavior and beliefs of modern people. …”
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The Evolving Role of Copyright Law in the Age of AI-Generated Works by J. Hutson

“…It seems promising to create flexible intellectual property standards that give artists the opportunity to restrict or authorize the use of their works as training data for artificial intelligence, as well as ensure that authors retain control over their works included in datasets for training artificial intelligence, in case copyright metadata is integrated into digital works, etc.Scientific novelty: based on the analysis of the latest judicial precedents, modern international regulations and evolving institutional practices, the author proposes a balanced adaptive approach to copyright reform to ensure the ethical integration of generative artificial intelligence into the creative ecosystem and to develop flexible copyright protection measures that correspond to the rapid technological progress.Practical significance: the proposed combined approach will allow generative AI tools to become part of the human creative process in the same way that previous generations used digital tools. …”
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Challenges of implementing AI solutions in the pharmaceutical industry by A. G. Borodich

“…The author concludes that a multidisciplinary approach is essential for overcoming the identified challenges—an approach that integrates advanced technological solutions, enhanced regulatory frameworks, and the development of mechanisms for independent evaluation. …”
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Challenges of implementing digital technologies into public administration and forming a “smart government” by O. N. Afanasyeva, E. M. Korostyshevskaya

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Research and optimization of a multilevel fire detection framework based on deep learning and classical pattern recognition techniques by Qi Liu, Hong Chen, Da Lin

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Contemporary Trends in Economic Cybersecurity by Yu. Yu. Shitova, Yu. A. Shitov

“…We must implement an integrated, echeloned approach with the same innovative technologies of AI and MO used by hackers, to fight effectively with future cyber threats. …”
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SmartExplorer1.0: A Novel Intelligent Framework for Path Planning in Robotics by Chiara Furio, Angelo Ugenti, Giulio Reina, Mario Massimo Foglia, Luciano Lamberti

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Transformation of financial controlling system in the context of digital environment development by O. N. Pakova, Ju. A. Konopleva, S. M. Grishanov

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AI-Driven Smart Agriculture: An Integrated Approach for Soil Analysis, Irrigation, and Crop-Fertilizer Recommendations by Ayesha Khaliq, Atif Khan, Salman Jan, Muhammad Umair, Asad Gulshair, Ahmad Ali, Usman Ali Shah

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Trends and Prospects of Development of Financial Innovations in the Russian Banking Business by O. A. Vasilenko

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Less Is More: The Influence of Pruning on the Explainability of CNNs by Florian Merkle, David Weber, Pascal Schottle, Stephan Schlogl, Martin Nocker

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Evaluating machine learning-based intrusion detection systems with explainable AI: enhancing transparency and interpretability by Vincent Zibi Mohale, Ibidun Christiana Obagbuwa

“…The study also underscores the methodological and empirical contributions of integrating XAI techniques with ML models, offering a balanced approach between accuracy and transparency. …”
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DETECTION AND SYSTEMATIZATION OF SIGNS AND MARKERS OF MODIFICATIONS IN MEDIA CONTENT FOR THE DEVELOPMENT OF A METHODOLOGY TO ENHANCING CRITICAL THINKING IN THE ERA OF DEEPFAKES by Ганна Чемерис

“…The challenge involves assessing existing pedagogical approaches, addressing gaps, and equipping both learners and educators to navigate the complexities of the digital age. …”
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Intelligent Layer Sharing (ILASH): A Predictive Neural Architecture Search Framework for Multi-Task Applications by Md Hafizur Rahman, Zafaryab Haider, Md Mashfiq Rizvee, Sumaiya Shomaji, Prabuddha Chakraborty

“…ILASH utilizes a data-driven intelligent approach to make the search efficient in terms of energy, time, and frames per second (FPS). …”
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TRANSFORMATION OF INFORMATION ACTIVITIES IN THE CONTEXT OF DIGITALIZATION OF MODERN SOCIETY by Andrii Sinko

“…In this context, the author analyzes social media as a tool with a personalized approach that can both shape public opinion and influence the worldview of a particular audience. …”
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Innovative Trends in the Development of Modern Enterprise Management Systems by Slastianykova Krystyna I., Bobryntsev Pavlo V.

“…It is emphasized that innovative approaches contribute to the development of corporate culture, cost optimization, and risk reduction. …”
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