<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>1409-4703</journal-id>
<journal-title><![CDATA[Actualidades Investigativas en Educación]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. Actual. Investig. Educ]]></abbrev-journal-title>
<issn>1409-4703</issn>
<publisher>
<publisher-name><![CDATA[Instituto de Investigación en Educación, Universidad de Costa Rica]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1409-47032021000200529</article-id>
<article-id pub-id-type="doi">10.15517/aie.v21i2.44893</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Consideraciones para la incorporación de la inteligencia artificial en un programa de pregrado de ingeniería eléctrica]]></article-title>
<article-title xml:lang="en"><![CDATA[Considerations for introducing artificial intelligence in an electrical engineering undergraduate program]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Coto Jiménez]]></surname>
<given-names><![CDATA[Marvin]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad de Costa Rica  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Costa Rica</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>08</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>08</month>
<year>2021</year>
</pub-date>
<volume>21</volume>
<numero>2</numero>
<fpage>529</fpage>
<lpage>555</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_arttext&amp;pid=S1409-47032021000200529&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_abstract&amp;pid=S1409-47032021000200529&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_pdf&amp;pid=S1409-47032021000200529&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen Con la rápida proliferación de técnicas y aplicaciones, la inteligencia artificial ha adquirido gran relevancia en diversos campos de la sociedad, lo cual incluye nuevas formas de resolver problemas relacionados con sistemas de energía, de señales y de información, los cuales son analizados dentro de una carrera como Ingeniería Eléctrica en la Universidad de Costa Rica. Dada la relevancia del tema, algunos autores han señalado la importancia de difundir el conocimiento de la Inteligencia Artificial más allá de laboratorios especializados y programas de posgrado donde usualmente se han desarrollado. Este ensayo tiene como objetivo aportar a la discusión sobre la conveniencia y forma apropiada de introducir la inteligencia artificial en el currículo de pregrado en carreras de ingeniería, en especial en un programa de estudio de ingeniería eléctrica de la Universidad de Costa Rica, en el cual se propicia una formación general. Una propuesta como esta debe tener en cuenta las bases con que cuentan las personas discentes, así como los contenidos y estrategias convenientes para lograr una introducción adecuada en su formación académica y el beneficio de la profesión. En el ensayo se presentan y discuten estas consideraciones a la luz de la conceptualización de la inteligencia artificial y su aplicabilidad en la actualidad de la ingeniería.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract With the rapid proliferation of techniques and applications, artificial intelligence has acquired great relevance in our society, including new ways of solving problems related to energy, signal, and information systems, which are studied in a career such as Electric Engineering. Given the relevance of the topic, some authors have pointed out the importance of spreading the knowledge of Artificial Intelligence beyond specialized laboratories and graduate programs where usually have been developed. This essay aims to contribute to the discussion about the convenient and appropriate way of introducing the teaching of artificial intelligence at undergraduate levels in engineering careers, especially in an electrical engineering study program at the University of Costa Rica, which encourages general training. The proposal must take into account the bases that the students have, as well as the contents and convenient strategies to achieve a suitable introduction in their academic training and the benefit of the profession. In the essay, these considerations are presented and discussed in light of the conceptualization of artificial intelligence and its applicability in engineering today.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[educación superior]]></kwd>
<kwd lng="es"><![CDATA[inteligencia artificial]]></kwd>
<kwd lng="es"><![CDATA[ingeniería eléctrica]]></kwd>
<kwd lng="es"><![CDATA[tecnología]]></kwd>
<kwd lng="en"><![CDATA[higher education]]></kwd>
<kwd lng="en"><![CDATA[artificial intelligence]]></kwd>
<kwd lng="en"><![CDATA[electrican engineering]]></kwd>
<kwd lng="en"><![CDATA[technology]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Anaut]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Di Mauro]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Meschino]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Suárez]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Optimización de redes eléctricas mediante la aplicación de algoritmos genéticos.]]></article-title>
<source><![CDATA[Información tecnológica]]></source>
<year>2009</year>
<volume>20</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>137-48</page-range></nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Barrera]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[López]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Bedoya]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[El aprendizaje significativo y la apropiación social de la ciencia y la tecnología.]]></article-title>
<source><![CDATA[Integralidad educativa]]></source>
<year>2014</year>
</nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Blackshields]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Cronin]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Higgs]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
<name>
<surname><![CDATA[Kilcommins]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[McCarthy]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Ryan]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<source><![CDATA[Aprendizaje integrado: Investigaciones internacionales y casos prácticos]]></source>
<year>2016</year>
<volume>vol. 43</volume>
<publisher-loc><![CDATA[Madrid, España ]]></publisher-loc>
<publisher-name><![CDATA[Narcea Ediciones]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Borana]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[Applications of artificial intelligence &amp; associated technologies]]></source>
<year>2016</year>
<conf-name><![CDATA[ Proceeding of International Conference on Emerging Technologies in Engineering Biomedical Management and Science]]></conf-name>
<conf-loc> </conf-loc>
</nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chan]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Lee]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Sudhoff]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Zivi]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evolutionary optimization of powerelectronics based power systems.]]></article-title>
<source><![CDATA[IEEE Transactions on Power Electronics]]></source>
<year>2008</year>
<volume>23</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>1907-17</page-range></nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chesani]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Galassi]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Mello]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Trisolini]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A game-based competition as instrument for teaching artificial intelligence.]]></article-title>
<source><![CDATA[Conference of the Italian Association for Artificial Intelligence]]></source>
<year>2017</year>
<page-range>72-84</page-range><publisher-name><![CDATA[Springer]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Choong]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Reaz]]></surname>
<given-names><![CDATA[M. B.I.]]></given-names>
</name>
<name>
<surname><![CDATA[Mohd-Yasin]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Advances in signal processing and artificial intelligence technologies in the classification of power quality events: a survey.]]></article-title>
<source><![CDATA[Electric Power Components and Systems]]></source>
<year>2005</year>
<volume>33</volume>
<numero>12</numero>
<issue>12</issue>
<page-range>1333-49</page-range></nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Copeland]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[Artificial intelligence: A philosophical introduction]]></source>
<year>2015</year>
<publisher-loc><![CDATA[Nueva Jersey, Estados Unidos ]]></publisher-loc>
<publisher-name><![CDATA[John Wiley &amp; Sons]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Coto-Jiménez]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Improving post-filtering of artificial speech using pre-trained LSTM neural networks.]]></article-title>
<source><![CDATA[Biomimetics]]></source>
<year>2019</year>
<volume>4</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>1-39</page-range></nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Das]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Dey]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Pal]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Roy]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Applications of artificial intelligence in machine learning: review and prospect.]]></article-title>
<source><![CDATA[International Journal of Computer Applications]]></source>
<year>2015</year>
<volume>115</volume>
<numero>9</numero>
<issue>9</issue>
<page-range>31-41</page-range></nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[De Ferranti]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Perry]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Gill]]></surname>
<given-names><![CDATA[I]]></given-names>
</name>
<name>
<surname><![CDATA[Guasch]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Maloney]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
<name>
<surname><![CDATA[Sánchez]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Schady]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
</person-group>
<source><![CDATA[Cerrando la brecha en educación y tecnología. Estudio del Banco Mundial sobre América Latina y el Caribe]]></source>
<year>2003</year>
</nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[de la Cruz Martínez]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Rodríguez]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Exploración del aprendizaje de los estudiantes haciendo uso de ambientes colaborativos: Enseñando inteligencia artificial.]]></article-title>
<source><![CDATA[RIED. Revista Iberoamericana de Educación a Distancia]]></source>
<year>2005</year>
<volume>8</volume>
<numero>1-2</numero>
<issue>1-2</issue>
<page-range>147-58</page-range></nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[DeNero]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Klein]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<source><![CDATA[Presented atIn First AAAI Symposium on Educational Advances in Artificial Intelligence]]></source>
<year>2010</year>
<conf-name><![CDATA[ Teaching introductory artificial intelligence with pac-man.]]></conf-name>
<conf-loc> </conf-loc>
</nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Domínguez Osuna]]></surname>
<given-names><![CDATA[P. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Oliveros Ruiz]]></surname>
<given-names><![CDATA[M. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Coronado Ortega]]></surname>
<given-names><![CDATA[M. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Valdez Salas]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Retos de ingeniería: enfoque educativo STEM+ A en la revolución industrial 4.0]]></article-title>
<source><![CDATA[Innovación educativa (México, DF)]]></source>
<year>2019</year>
<volume>19</volume>
<numero>80</numero>
<issue>80</issue>
<page-range>15-32</page-range></nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Dorf]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<source><![CDATA[The Electrical Engineering Handbook-Six Volume Set]]></source>
<year>2018</year>
<edition>3rd ed.</edition>
<publisher-loc><![CDATA[CRC pressNew York: Estados Unidos: ]]></publisher-loc>
<publisher-name><![CDATA[Taylor &amp; Francis]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ekonomou]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Greek long-term energy consumption prediction using artificial neural networks.]]></article-title>
<source><![CDATA[Energy]]></source>
<year>2010</year>
<volume>35</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>512-7</page-range></nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Eriksson]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Bülow]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
<name>
<surname><![CDATA[Leven]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Applying neural networks in optical communication systems: possible pitfalls.]]></article-title>
<source><![CDATA[IEEE Photonics Technology Letters]]></source>
<year>2017</year>
<volume>29</volume>
<numero>23</numero>
<issue>23</issue>
<page-range>2091-4</page-range></nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ertel]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
</person-group>
<source><![CDATA[Introduction to artificial intelligence]]></source>
<year>2017</year>
<publisher-loc><![CDATA[New York, Estados Unidos ]]></publisher-loc>
<publisher-name><![CDATA[Springer]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="">
<collab>Escuela de Ingeniería Eléctrica</collab>
<source><![CDATA[Bachillerato en Ingeniería Eléctrica-Énfasis en Electrónica y Telecomunicaciones]]></source>
<year>2020</year>
</nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="">
<collab>Escuela de Ingeniería Eléctrica</collab>
<source><![CDATA[Estudiar en la Escuela de Ingeniería Eléctrica]]></source>
<year></year>
</nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Flasi&#324;ski]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<source><![CDATA[Introduction to artificial intelligence]]></source>
<year>2016</year>
<publisher-loc><![CDATA[New York, Estados Unidos ]]></publisher-loc>
<publisher-name><![CDATA[Springer.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[García]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Mariño]]></surname>
<given-names><![CDATA[S.I..]]></given-names>
</name>
<name>
<surname><![CDATA[Pecorelli]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Entorno virtual de enseñanza- aprendizaje de modelos de redes neuronales artificiales.]]></article-title>
<source><![CDATA[Comunicaciones Científicas y Tecnológicas]]></source>
<year>2003</year>
</nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Goldsmith]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Burton]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
</person-group>
<source><![CDATA[Proceedings of the AAAI Conference on Artificial Intelligence]]></source>
<year>2017</year>
<conf-name><![CDATA[ Why teaching ethics to AI practitioners is important.]]></conf-name>
<conf-loc> </conf-loc>
<page-range>4836-40</page-range></nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gómez]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Problemas bioéticos emergentes de la inteligencia artificial.]]></article-title>
<source><![CDATA[Diversitas: perspectivas en psicología]]></source>
<year>2016</year>
<volume>12</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>137-47</page-range></nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Grinsztajn]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Imperiale]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Igarza]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<source><![CDATA[Encuentro Internacional de Educación en Ingeniería]]></source>
<year>2019</year>
<conf-name><![CDATA[ Procesos de Innovación en la Enseñanza de la Ingeniería: La formación por competencias en el DIIT-UNLAM.]]></conf-name>
<conf-loc>Cartagen, Colombia. </conf-loc>
</nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Han]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Song]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Condition monitoring techniques for electrical equipment-a literature survey.]]></article-title>
<source><![CDATA[IEEE Transactions on Power delivery]]></source>
<year>2003</year>
<volume>18</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>4-13</page-range></nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hong]]></surname>
<given-names><![CDATA[J. H.]]></given-names>
</name>
<name>
<surname><![CDATA[Lee]]></surname>
<given-names><![CDATA[S. Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Liang]]></surname>
<given-names><![CDATA[M. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Chien]]></surname>
<given-names><![CDATA[S. Y.]]></given-names>
</name>
</person-group>
<source><![CDATA[2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)]]></source>
<year>2013</year>
<conf-name><![CDATA[ A wireless ECG acquisition and classification system for body sensor networks.]]></conf-name>
<conf-loc>Osaka, Japan </conf-loc>
<page-range>5183-6</page-range></nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ibrahim]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Morcos]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Artificial intelligence and advanced mathematical tools for power quality applications: a survey.]]></article-title>
<source><![CDATA[IEEE Transactions on Power Delivery]]></source>
<year>2002</year>
<volume>17</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>668-73</page-range></nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kok]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Boers]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Kosters]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
<name>
<surname><![CDATA[Van der Putten]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Poel]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Artificial intelligence: definition, trends, techniques, and cases.]]></article-title>
<source><![CDATA[Artificial intelligence]]></source>
<year>2009</year>
<volume>1</volume>
<page-range>1-20</page-range></nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Liao]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
<name>
<surname><![CDATA[Guzide]]></surname>
<given-names><![CDATA[O]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Teaching artificial intelligence for undergraduate students: a project based approach.]]></article-title>
<source><![CDATA[Journal of Computing Sciences in Colleges]]></source>
<year>2019</year>
<volume>34</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>132</page-range></nlm-citation>
</ref>
<ref id="B31">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lin]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
</person-group>
<source><![CDATA[U.S. Patent No. 7,747,973]]></source>
<year>2010</year>
<publisher-loc><![CDATA[Washington, Estados Unidos ]]></publisher-loc>
<publisher-name><![CDATA[Patent and Trademark Office.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B32">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mariño]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Diseño de un entorno virtual de enseñanza aprendizaje para la asignatura de Inteligencia Artificial.]]></article-title>
<source><![CDATA[Quaderns Digitals]]></source>
<year>2008</year>
<numero>54</numero>
<issue>54</issue>
</nlm-citation>
</ref>
<ref id="B33">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Matuszewski]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[Application of Clustering Methods in Radar Signals Recognition.]]></source>
<year>2018</year>
<conf-name><![CDATA[ International Scientific-Practical Conference Problems of Infocommunications. Science and Technology]]></conf-name>
<conf-loc> </conf-loc>
<page-range>745-51</page-range></nlm-citation>
</ref>
<ref id="B34">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Merchan]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Echevers]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Poveda]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
<name>
<surname><![CDATA[Sanchez-Galan]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Guzman]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Detection and identification of manatee individual vocalizations in Panamanian wetlands using spectrogram clustering.]]></article-title>
<source><![CDATA[The Journal of the Acoustical Society of America]]></source>
<year>2019</year>
<volume>146</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>1745-57</page-range></nlm-citation>
</ref>
<ref id="B35">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Micu]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Czumbil]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Christoforidis]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Simion]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Neural networks applied in electromagnetic interference problems.]]></article-title>
<source><![CDATA[Revue Roumain des Sciences Techniques, Serie Electrotechnique et Energetique,]]></source>
<year>2012</year>
<volume>57</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>162-71</page-range></nlm-citation>
</ref>
<ref id="B36">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Miró-Julià]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<source><![CDATA[Conceptos básicos en la enseñanza de la Inteligencia Artificial: datos, información y conocimiento]]></source>
<year>2003</year>
</nlm-citation>
</ref>
<ref id="B37">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Montoya]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Manzano-Agugliaro]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[López]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Alguacil]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Técnicas de investigación en calidad eléctrica: ventajas e inconvenientes.]]></article-title>
<source><![CDATA[Dyna]]></source>
<year>2012</year>
<volume>79</volume>
<numero>173</numero>
<issue>173</issue>
<page-range>66-74</page-range></nlm-citation>
</ref>
<ref id="B38">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Moreira]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[¿ Al final, qué es aprendizaje significativo?.]]></article-title>
<source><![CDATA[Revista Qurriculum]]></source>
<year>2012</year>
<volume>25</volume>
<page-range>29-56</page-range></nlm-citation>
</ref>
<ref id="B39">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mota-Valtierra]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Rodríguez-Reséndiz]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Herrera-Ruiz]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Constructivism-Based Methodology for Teaching Artificial Intelligence Topics Focused on Sustainable Development.]]></article-title>
<source><![CDATA[Sustainability]]></source>
<year>2019</year>
<volume>11</volume>
<numero>17</numero>
<issue>17</issue>
</nlm-citation>
</ref>
<ref id="B40">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Müller]]></surname>
<given-names><![CDATA[V]]></given-names>
</name>
<name>
<surname><![CDATA[Bostrom]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Future progress in artificial intelligence: A survey of expert opinion.]]></article-title>
<source><![CDATA[Fundamental issues of artificial intelligence]]></source>
<year>2016</year>
<page-range>555-72</page-range><publisher-loc><![CDATA[New York, Estados Unidos ]]></publisher-loc>
<publisher-name><![CDATA[Springer, Cham]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B41">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rawle]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
</person-group>
<source><![CDATA[The Mathematical Foundations of Artificial Intelligence]]></source>
<year>2018</year>
</nlm-citation>
</ref>
<ref id="B42">
<nlm-citation citation-type="">
<collab>Real Academia Española.</collab>
<source><![CDATA[Inteligencia Artificial]]></source>
<year></year>
</nlm-citation>
</ref>
<ref id="B43">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Roa]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Gutiérrez]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Stegmayer]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[FAIA: Framework para la enseñanza de agentes en IA. IE Comunicaciones]]></article-title>
<source><![CDATA[Revista Iberoamericana de Informatica Educativa]]></source>
<year>2008</year>
<volume>4</volume>
<numero>7-8</numero>
<issue>7-8</issue>
<page-range>43-56</page-range></nlm-citation>
</ref>
<ref id="B44">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rubio]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Lermanda]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Segura]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Martínez]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Vidal]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<source><![CDATA[XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018) 23-26 de octubre de 2018 Granada, España]]></source>
<year>2018</year>
<conf-name><![CDATA[ Método para medir la credibilidad de los agentes en videojuegos empleando descripción lingüística de fenómenos complejos y su aplicación como herramienta de apoyo en el proceso de enseñanza-aprendizaje en un curso de inteligencia artificial.]]></conf-name>
<conf-loc>Asociación Española para la Inteligencia Artificial (AEPIA). </conf-loc>
<page-range>459-64</page-range></nlm-citation>
</ref>
<ref id="B45">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Russell]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Norvig]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<source><![CDATA[Artificial intelligence: a modern approach]]></source>
<year>2002</year>
<publisher-loc><![CDATA[Madrid, España ]]></publisher-loc>
<publisher-name><![CDATA[Pearson Education Limited]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B46">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sanders]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Graham&#8208;Jones]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Gegov]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Improving ability of tele&#8208;operators to complete progressively more difficult mobile robot paths using simple expert systems and ultrasonic sensors.]]></article-title>
<source><![CDATA[Industrial Robot: An International Journal]]></source>
<year>2010</year>
<volume>35</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>431-40</page-range></nlm-citation>
</ref>
<ref id="B47">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Simon]]></surname>
<given-names><![CDATA[H. A.]]></given-names>
</name>
</person-group>
<source><![CDATA[The sciences of the artificial]]></source>
<year>2019</year>
<publisher-loc><![CDATA[Cambridge, Estados Unidos ]]></publisher-loc>
<publisher-name><![CDATA[MIT press.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B48">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Taulli]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
</person-group>
<source><![CDATA[Artificial Intelligence Basics: A Non-Technical Introduction]]></source>
<year>2019</year>
<publisher-loc><![CDATA[California, Estados Unidos ]]></publisher-loc>
<publisher-name><![CDATA[Apress.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B49">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Valero]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Redondo]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Palacín]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Tendencias actuales en el uso de dispositivos móviles en educación.]]></article-title>
<source><![CDATA[La educación digital magazine]]></source>
<year>2012</year>
<numero>147</numero>
<issue>147</issue>
<page-range>1-21</page-range></nlm-citation>
</ref>
<ref id="B50">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Villada]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Cadavid]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Molina]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Pronóstico del precio de la energía eléctrica usando redes neuronales artificiales.]]></article-title>
<source><![CDATA[Revista Facultad de Ingeniería Universidad de Antioquia]]></source>
<year>2008</year>
<numero>44</numero>
<issue>44</issue>
<page-range>111-8</page-range></nlm-citation>
</ref>
<ref id="B51">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wei]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[X]]></given-names>
</name>
<name>
<surname><![CDATA[Shi]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Xia]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Pan]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Wu]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Han]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Zhao]]></surname>
<given-names><![CDATA[X]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A review of data-driven approaches for prediction and classification of building energy consumption.]]></article-title>
<source><![CDATA[Renewableand Sustainable Energy Reviews]]></source>
<year>2018</year>
<volume>82</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>1027-47</page-range></nlm-citation>
</ref>
<ref id="B52">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wong]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Zink]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Koenig]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Teaching artificial intelligence and robotics via games.]]></article-title>
<source><![CDATA[Proceedings of the EAAI Symposium]]></source>
<year>2010</year>
</nlm-citation>
</ref>
<ref id="B53">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zebulum]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Pacheco]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Vellasco]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<source><![CDATA[Evolutionary electronics: automatic design of electronic circuits and systems by genetic algorithms]]></source>
<year>2018</year>
<publisher-loc><![CDATA[New York ]]></publisher-loc>
<publisher-name><![CDATA[CRC press.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B54">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Xiao]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Tan]]></surname>
<given-names><![CDATA[H. P]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Clustering algorithms for maximizing the lifetime of wireless sensor networks with energy-harvesting sensors.]]></article-title>
<source><![CDATA[Computer Networks]]></source>
<year>2013</year>
<volume>57</volume>
<numero>14</numero>
<issue>14</issue>
<page-range>2689-704</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
