Multimodal Learning with Rashomon Analysis for Battery Discharge Capacity Prediction
Advanced Intelligent Discovery, EarlyView.Multimodal fusion integrates composition, crystal‐structure, and radial‐distribution descriptors to predict battery discharge capacity. Rashomon analysis across near‐optimal models reveals that explanatory variation is structured rather than arbitrary, separating stable mechanistic signals from model‐contingent attributions and providing a more ...
Jue Gong +4 more
wiley +1 more source
Towards Recognition of Spatial Relations between Entities for Polish
Cognitive Studies | Études cognitives, 2016 Towards Recognition of Spatial Relations between Entities for Polish In this paper, the problem of spatial relation recognition in Polish is examined. We present the different ways of distributing spatial information throughout a sentence by reviewing ...
Michał Mirosław Marcińczuk +2 more
doaj +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
wiley +1 more source
Decorrelation and shallow semantic patterns for distributional clustering of nouns and verbs [PDF]
, 2009 Distributional approximations to lexical semantics are very useful not only in helping the creation of lexical semantic resources (Kilgariff et al., 2004; Snow et al., 2006), but also when directly applied in tasks that can benefit from large-coverage ...
Versley, Yannick
core
Reconciling Concepts and Relations in Heterogeneous Ontologies
, 2006 In the extensive usage of ontologies envisaged by the Semantic Web there is a compelling need for expressing mappings between the components of heterogeneous ontologies.
Serafini, Luciano +3 more
core +1 more source
Identification and Analysis of Technical Threats Affecting the Copyright Protection of Information Resources in the Information Systems of Compilation and Validation of the Applicability Scale of Semantic Relations in Information Retrieval [PDF]
کتابداری و اطلاعرسانیObjective: The present study was conducted with the aim of developing and validating the scale of applicability of semantic relations in information retrieval.Methodology: To carry out this research, the mixed method with the exploratory design of the ...
Ebrahim Alijanzadeh Sarasti +2 more
doaj +1 more source
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
wiley +1 more source
Generating Event Causality Hypotheses through Semantic Relations
AAAI Conference on Artificial Intelligence, 2015 Event causality knowledge is indispensable for intelligent natural language understanding. The problem is that any method for extracting event causalities from text is insufficient; it is likely that some event causalities that we can recognize in ...
C. Hashimoto +3 more
semanticscholar +1 more source
Employing cognitive metonymy theory in the analysis of semantic relations between source and target text in translation [PDF]
, 2019 This article offers a model of translation which frames semantic relations between source- and target-text elements in terms of metonymy, and translation in terms of metonymic processing. Translators/interpreters constantly use approximations rather than
Denroche, C., Charles Denroche
core +1 more source
Arquivos de Neuro-Psiquiatria, 2008 INTRODUCTION: Semantic relations among words and repetition enhance free recall, but it is unknown if these facilitating factors are effective in dementia. METHOD: Alzheimer's patients (MILD-Alz, MOD-Alz) were compared to healthy elderly.
Orlando F.A. Bueno +3 more
doaj +1 more source