Advances in Soft Computing
22nd Mexican International Conference on Artificial Intelligence, MICAI 2023, Yucatán, Mexico, November 13–18, 2023, Proceedings, Part II
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Chapter and Conference Paper
LLM’s for Spanish Song Text Analysis and Classification Using Language Variants
Feelings are the affective state of mind, which are produced in the brain and are caused by an emotion. This feelings have been transferred in multiple ways, such as texts, paintings music. Music transmits dif...
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Chapter and Conference Paper
BEC-1D: Biosignal-Based Emotions Classification with 1D ConvNet
Biomedical signals can be used to diagnose several affections of the human body. Nonetheless, they can also be used to describe a more general behavior of specific organs and how they respond according to the...
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Chapter and Conference Paper
Disaster Tweets: Analysis from the Metaphor Perspective and Classification Using LLM’s
Nowadays, social networks, specially Twitter (now X), allow the spread of information about all topics; since this platform is completely open, there is little to none restriction on what a user can post, henc...
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Chapter and Conference Paper
A Metaphorical Text Classifier to Compare the Use of RoBERTa-Large, RoBERTa-Base and BERT-Base Uncased
This work presents a literal and metaphorical language classifier for the Trofi corpus (Gao G. et al. 2018), through LSTM cells, comparing the results for the use of three pretrained language models RoBERTa-la...
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Book and Conference Proceedings
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Book and Conference Proceedings
Information Management and Big Data
10th Annual International Conference, SIMBig 2023, Mexico City, Mexico, December 13–15, 2023, Proceedings
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Chapter and Conference Paper
Associative Interpretability of Hidden Semantics with Contrastiveness Operators in Face Classification Tasks
The development of Hebbian-based architectures is motivated by the necessity for online learning algorithms in Artificial Neural Networks (ANNs) and other biologically inspired networks. However, a gap exists ...
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Book and Conference Proceedings
Advances in Computational Intelligence
22nd Mexican International Conference on Artificial Intelligence, MICAI 2023, Yucatán, Mexico, November 13–18, 2023, Proceedings, Part I
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Book and Conference Proceedings
Advances in Computational Intelligence. MICAI 2023 International Workshops
WILE 2023, HIS 2023, and CIAPP 2023, Yucatán, Mexico, November 13–18, 2023, Proceedings
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Chapter
Transformer-Based Approaches to Sentiment Detection
The use of transfer learning methods is largely responsible for the present breakthrough in Natural Learning Processing (NLP) tasks across multiple domains. In order to solve the problem of sentiment detection...
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Chapter and Conference Paper
ICIS: A Model for Context-Based Classification of Sensitive Personal Information
Sensitive personal information is at risk of exposure by the institutions it is shared. Institutions are responsible for preserving the privacy of the personal data they hold, even more so, in the case of sens...
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Chapter and Conference Paper
Sequential Models for Sentiment Analysis: A Comparative Study
Sentiment analysis has been a focus of study in Natural Language Processing (NLP) tasks in recent years. In this paper, we propose the task of analysing sentiments using five sequential models and we compare t...
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Chapter and Conference Paper
The Role of the Number of Examples in Convolutional Neural Networks with Hebbian Learning
Both synaptic plasticity rules (the so-called Hebbian rules) and Convolutional Neural Networks are based on or inspired by well-established models of Computational Neuroscience about mammal vision. There are s...
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Chapter and Conference Paper
Techniques for Generating Language Learning Resources: A System for Generating Exercises for the Differentiation of Literal and Metaphorical Context
Automatic generation systems for language learning, as well as computer-assisted language learning (CALL) systems have evolved according to the demands of teachers and students. For those systems, it is import...
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Chapter and Conference Paper
Exploratory Data Analysis for the Automatic Detection of Question Paraphrasing in Collaborative Environments
Internet searches are a daily occurrence, but we must be aware that more than one person searches the same topic with different words, this is called paraphrasing. Paraphrasing involves syntactic changes and t...
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Chapter and Conference Paper
News Intention Study and Automatic Estimation of Its Impact
Since the invention of the Internet, and with the rise of social networks, information is available to all users quickly and in large quantities. One of the main sources of information on social networks is ne...
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Chapter and Conference Paper
COVID-19 on the Time, Countries Deaths Monitoring and Comparison Dealing with the Pandemic
This paper aims to implement time series normalization methods in order to compare situations for top countries with more deaths due to COVID-19 over the time. In this work, a dashboard set was created using P...
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Chapter and Conference Paper
Sentiment Detection in Economics Texts
Deriving intelligence from text is important as it can provide valuable information on how events influence public opinion. In this work, a classification task was done in order to obtain the sentiment behind ...
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Chapter and Conference Paper
Does Supervised Learning of Sentence Candidates Produce the Best Extractive Summaries?
In this work multi-document, extractive summaries have been obtained using supervised learning algorithms in a well-known dataset (DUC 2002); the methodology has three steps: the pre-processing step, which f...
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Chapter and Conference Paper
Automatic Story Generation: State of the Art and Recent Trends
Throughout history, human beings have used tales as a way of communicating ideas and transmitting knowledge. One of the great advances in this area was obtained thanks to writing, a fact that substantially fac...
