Theory of Semantic Computing Infrastructure
Modern computing systems exhibit a structural discontinuity between two domains: the execution substrate of operating systems and the reasoning substrate of artificial intelligence. Operating systems manage computational resources such as memory, processes, and storage, while AI systems operate primarily on unstructured linguistic or symbolic ...
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Large Language Model‐Based Chatbots in Higher Education
Advanced Intelligent Systems, Volume 7, Issue 3, March 2025.The use of large language models (LLMs) in higher education can facilitate personalized learning experiences, advance asynchronized learning, and support instructors, students, and researchers across diverse fields. The development of regulations and guidelines that address ethical and legal issues is essential to ensure safe and responsible adaptation
Defne Yigci +4 more
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Computational Syntax-Semantics Interface with Type-Theory of Acyclic Recursion for Underspecified Semantics [PDF]
Proceedings of the IWCS 2019 Workshop on Computing Semantics with Types, Frames and Related Structures, 2019 openaire +1 more source
Artificial Intelligence for Advanced Functional Materials: Progress and Emerging Frontiers
Advanced Intelligent Systems, EarlyView.Artificial intelligence is transforming the discovery of functional materials by linking synthesis, characterization, simulation, and design in unified workflows. Advances in machine learning, autonomous experimentation, and foundation models are accelerating innovation across energy, electronics, and biomedicine, while revealing new frontiers for ...
Cristiano Malica +38 more
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Revealing Hidden Raman Signatures Through Attention‐Based Spectral Unmixing
Advanced Intelligent Systems, EarlyView.Weak Raman signatures are recovered from background‐dominated spectra using a transformer‐based, reference‐free spectral unmixing AI framework. Self‐attention reconstructs substrate contribution directly from mixed data, enabling reliable extraction of previously inaccessible vibrational features.
Dmitriy A. Poteryayev +9 more
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Computational theory of semantics representation in scientific and technical texts
Journal of Physics: Conference Series, 2019 Y M Vishnyakov, R Y Vishnyakov
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Meaning in the mechanistic mind: a non-semantic theory of mental computation
, 2014 Representational or semantic content plays an essential role in classical accounts of computation and cognition. Both cognitive science and computer science share philosophical foundations that endorse such a view. This has led quite naturally to a situation where computational theories of mind, theories which unite computation with cognition, have ...
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REWA-WFT : Witness Field Theory A Unified Framework for Computation and Semantics
We present Witness Field Theory (WFT), a unified mathematical framework that describes computation and semantics as thermodynamic processes in a structured state space. We prove that WFT is both computationally universal (Turing-complete) and semantically complete (can represent any meaning structure), establishing a fundamental equivalence between ...
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MEOWA-KTC: A New Distance Measure for Random Permutation Sets Based on MEOWA Weights and Kendall's Tau Coefficient. [PDF]
Entropy (Basel)Jin C, Chen L, Li H.
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From Instruction to Inheritance: Scaling Robot Learning Through Knowledge Circulation
Advanced Intelligent Systems, EarlyView.Robot learning moves from one‐way instruction toward knowledge circulation. Humans teach robots, robots teach one another, and robots share acquired skills with humans. This perspective connects teaching, embodiment, and learning architectures to explore how knowledge is inherited, adapted, and enriched across agents, opening a path toward scalable ...
Kento Kawaharazuka +13 more
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