Publications

Multimodal machine learning for generating three-dimensional audio

Methods and systems use one or more machine learning models to automatically generate three-dimensional sound. A multimodal content item is accessed by a computing device. …

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Systematic Literature Review: Quantum Machine Learning and its applications

Quantum physics has changed the way we understand our environment, and one of its branches, quantum mechanics, has demonstrated accurate and consistent theoretical results. Quantum …

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Using Quantum Natural Language Processing for Sentiment Classification and Next-Word Prediction in Sentences Without Fixed Syntactic Structure

Quantum Computing is envisioned as one of the scientific areas with greater transformative potential. Already there exist applications running in quantum devices for different …

david-peral-garcia
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Natural language processing for restricting user access to systems

A method and system determine network based access to restricted systems. The method includes receiving a request for a permission access status of a party seeking access to one of …

juan-cruz-benito
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Using Quantum Natural Language Processing for Sentiment Classification and Next-Word Prediction in Sentences Without Fixed Syntactic Structure

The advent of quantum computers makes it possible to perform quantum computations in different areas like machine learning, finance, or chemistry. This paper showcases one of the …

david-peral-garcia
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Development of Algorithms and Methods for the Simulation and Improvement in the Quantum Natural Language Processing Area

To achieve faster computational speeds than classical computing, quantum computing is rapidly evolving to become one of the most popular areas of computer engineering. The advent …

david-peral-garcia
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Automated Source Code Generation and Auto-Completion Using Deep Learning: Comparing and Discussing Current Language Model-Related Approaches

In recent years, the use of deep learning in language models has gained much attention. Some research projects claim that they can generate text that can be interpreted as human …

juan-cruz-benito
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Assessed by Machines: Development of a TAM-Based Tool to Measure AI-based Assessment Acceptance Among Students

In recent years, the use of more and more technology in education has been a trend. The shift of traditional learning procedures into more online and tech-ish approaches has …

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AI-Driven Assessment of Students: Current Uses and Research Trends

During the last decade, the use of AIs is being incorporated into the educational field whether to support the analysis of human behavior in teaching-learning contexts, as didactic …

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