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\n  \n 2020\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n A Comparison of Machine Learning and Classical Demand Forecasting Methods: A Case Study of Ecuadorian Textile Industry.\n \n \n \n \n\n\n \n Lorente-Leyva, L. L.; Alemany, M. M. E.; Peluffo-Ordóñez, D. H.; and Herrera-Granda, I. D.\n\n\n \n\n\n\n In Nicosia, G.; Ojha, V.; Malfa, E. L.; Jansen, G.; Sciacca, V.; Pardalos, P. M.; Giuffrida, G.; and Umeton, R., editor(s), Machine Learning, Optimization, and Data Science - 6th International Conference, LOD 2020, Siena, Italy, July 19-23, 2020, Revised Selected Papers, Part II, volume 12566, of Lecture Notes in Computer Science, pages 131–142, 2020. Springer\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/mod/Lorente-LeyvaAP20,\n  author       = {Leandro Leonardo Lorente{-}Leyva and\n                  M. M. E. Alemany and\n                  Diego Hern{\\'{a}}n Peluffo{-}Ord{\\'{o}}{\\~{n}}ez and\n                  Israel David Herrera{-}Granda},\n  editor       = {Giuseppe Nicosia and\n                  Varun Ojha and\n                  Emanuele La Malfa and\n                  Giorgio Jansen and\n                  Vincenzo Sciacca and\n                  Panos M. Pardalos and\n                  Giovanni Giuffrida and\n                  Renato Umeton},\n  title        = {A Comparison of Machine Learning and Classical Demand Forecasting\n                  Methods: {A} Case Study of Ecuadorian Textile Industry},\n  booktitle    = {Machine Learning, Optimization, and Data Science - 6th International\n                  Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected\n                  Papers, Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {12566},\n  pages        = {131--142},\n  publisher    = {Springer},\n  year         = {2020},\n  url          = {https://doi.org/10.1007/978-3-030-64580-9\\_11},\n  doi          = {10.1007/978-3-030-64580-9\\_11},\n  timestamp    = {Mon, 07 Feb 2022 17:57:40 +0100},\n  biburl       = {https://dblp.org/rec/conf/mod/Lorente-LeyvaAP20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Forecasting Model to Predict the Demand of Roses in an Ecuadorian Small Business Under Uncertain Scenarios.\n \n \n \n \n\n\n \n Herrera-Granda, I. D.; Lorente-Leyva, L. L.; Peluffo-Ordóñez, D. H.; and Alemany, M. M. E.\n\n\n \n\n\n\n In Nicosia, G.; Ojha, V.; Malfa, E. L.; Jansen, G.; Sciacca, V.; Pardalos, P. M.; Giuffrida, G.; and Umeton, R., editor(s), Machine Learning, Optimization, and Data Science - 6th International Conference, LOD 2020, Siena, Italy, July 19-23, 2020, Revised Selected Papers, Part II, volume 12566, of Lecture Notes in Computer Science, pages 245–258, 2020. Springer\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/mod/Herrera-GrandaL20,\n  author       = {Israel David Herrera{-}Granda and\n                  Leandro Leonardo Lorente{-}Leyva and\n                  Diego Hern{\\'{a}}n Peluffo{-}Ord{\\'{o}}{\\~{n}}ez and\n                  M. M. E. Alemany},\n  editor       = {Giuseppe Nicosia and\n                  Varun Ojha and\n                  Emanuele La Malfa and\n                  Giorgio Jansen and\n                  Vincenzo Sciacca and\n                  Panos M. Pardalos and\n                  Giovanni Giuffrida and\n                  Renato Umeton},\n  title        = {A Forecasting Model to Predict the Demand of Roses in an Ecuadorian\n                  Small Business Under Uncertain Scenarios},\n  booktitle    = {Machine Learning, Optimization, and Data Science - 6th International\n                  Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected\n                  Papers, Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {12566},\n  pages        = {245--258},\n  publisher    = {Springer},\n  year         = {2020},\n  url          = {https://doi.org/10.1007/978-3-030-64580-9\\_21},\n  doi          = {10.1007/978-3-030-64580-9\\_21},\n  timestamp    = {Wed, 07 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/mod/Herrera-GrandaL20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Drowsiness Detection in Drivers Through Real-Time Image Processing of the Human Eye.\n \n \n \n \n\n\n \n Herrera-Granda, E. P.; Caraguay-Procel, J. A.; Granda-Gudiño, P. D.; Herrera-Granda, I. D.; Lorente-Leyva, L. L.; Peluffo-Ordóñez, D. H.; and Revelo-Fuelagán, J.\n\n\n \n\n\n\n In Nguyen, N. T.; Gaol, F. L.; Hong, T.; and Trawinski, B., editor(s), Intelligent Information and Database Systems - 11th Asian Conference, ACIIDS 2019, Yogyakarta, Indonesia, April 8-11, 2019, Proceedings, Part I, volume 11431, of Lecture Notes in Computer Science, pages 626–637, 2019. Springer\n \n\n\n\n
\n\n\n\n \n \n \"DrowsinessPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/aciids/Herrera-GrandaC19,\n  author       = {Erick P. Herrera{-}Granda and\n                  Jorge A. Caraguay{-}Procel and\n                  Pedro D. Granda{-}Gudi{\\~{n}}o and\n                  Israel David Herrera{-}Granda and\n                  Leandro Leonardo Lorente{-}Leyva and\n                  Diego Hern{\\'{a}}n Peluffo{-}Ord{\\'{o}}{\\~{n}}ez and\n                  Javier Revelo{-}Fuelag{\\'{a}}n},\n  editor       = {Ngoc Thanh Nguyen and\n                  Ford Lumban Gaol and\n                  Tzung{-}Pei Hong and\n                  Bogdan Trawinski},\n  title        = {Drowsiness Detection in Drivers Through Real-Time Image Processing\n                  of the Human Eye},\n  booktitle    = {Intelligent Information and Database Systems - 11th Asian Conference,\n                  {ACIIDS} 2019, Yogyakarta, Indonesia, April 8-11, 2019, Proceedings,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {11431},\n  pages        = {626--637},\n  publisher    = {Springer},\n  year         = {2019},\n  url          = {https://doi.org/10.1007/978-3-030-14799-0\\_54},\n  doi          = {10.1007/978-3-030-14799-0\\_54},\n  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/aciids/Herrera-GrandaC19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Optimization of the Master Production Scheduling in a Textile Industry Using Genetic Algorithm.\n \n \n \n \n\n\n \n Lorente-Leyva, L. L.; Murillo-Valle, J. R.; Montero-Santos, Y.; Herrera-Granda, I. D.; Herrera-Granda, E. P.; Rosero-Montalvo, P. D.; Peluffo-Ordóñez, D. H.; and Blanco-Valencia, X. P.\n\n\n \n\n\n\n In García, H. P.; Sánchez-González, L.; Limas, M. C.; Quintián-Pardo, H.; and Rodríguez, E. S. C., editor(s), Hybrid Artificial Intelligent Systems - 14th International Conference, HAIS 2019, León, Spain, September 4-6, 2019, Proceedings, volume 11734, of Lecture Notes in Computer Science, pages 674–685, 2019. Springer\n \n\n\n\n
\n\n\n\n \n \n \"OptimizationPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/hais/Lorente-LeyvaMM19,\n  author       = {Leandro Leonardo Lorente{-}Leyva and\n                  Jefferson R. Murillo{-}Valle and\n                  Yakcleem Montero{-}Santos and\n                  Israel David Herrera{-}Granda and\n                  Erick P. Herrera{-}Granda and\n                  Paul D. Rosero{-}Montalvo and\n                  Diego Hern{\\'{a}}n Peluffo{-}Ord{\\'{o}}{\\~{n}}ez and\n                  Xiomara P. Blanco{-}Valencia},\n  editor       = {Hilde P{\\'{e}}rez Garc{\\'{\\i}}a and\n                  Lidia S{\\'{a}}nchez{-}Gonz{\\'{a}}lez and\n                  Manuel Castej{\\'{o}}n Limas and\n                  H{\\'{e}}ctor Quinti{\\'{a}}n{-}Pardo and\n                  Emilio S. Corchado Rodr{\\'{\\i}}guez},\n  title        = {Optimization of the Master Production Scheduling in a Textile Industry\n                  Using Genetic Algorithm},\n  booktitle    = {Hybrid Artificial Intelligent Systems - 14th International Conference,\n                  {HAIS} 2019, Le{\\'{o}}n, Spain, September 4-6, 2019, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {11734},\n  pages        = {674--685},\n  publisher    = {Springer},\n  year         = {2019},\n  url          = {https://doi.org/10.1007/978-3-030-29859-3\\_57},\n  doi          = {10.1007/978-3-030-29859-3\\_57},\n  timestamp    = {Thu, 25 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/hais/Lorente-LeyvaMM19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Artificial Neural Networks for Bottled Water Demand Forecasting: A Small Business Case Study.\n \n \n \n \n\n\n \n Herrera-Granda, I. D.; Chicaiza-Ipiales, J. A.; Herrera-Granda, E. P.; Lorente-Leyva, L. L.; Caraguay-Procel, J. A.; García-Santillán, I. D.; and Peluffo-Ordóñez, D. H.\n\n\n \n\n\n\n In Rojas, I.; Joya, G.; and Català, A., editor(s), Advances in Computational Intelligence - 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part II, volume 11507, of Lecture Notes in Computer Science, pages 362–373, 2019. Springer\n \n\n\n\n
\n\n\n\n \n \n \"ArtificialPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/iwann/Herrera-GrandaC19,\n  author       = {Israel David Herrera{-}Granda and\n                  Joselyn A. Chicaiza{-}Ipiales and\n                  Erick P. Herrera{-}Granda and\n                  Leandro Leonardo Lorente{-}Leyva and\n                  Jorge A. Caraguay{-}Procel and\n                  Iv{\\'{a}}n D. Garc{\\'{\\i}}a{-}Santill{\\'{a}}n and\n                  Diego Hern{\\'{a}}n Peluffo{-}Ord{\\'{o}}{\\~{n}}ez},\n  editor       = {Ignacio Rojas and\n                  Gonzalo Joya and\n                  Andreu Catal{\\`{a}}},\n  title        = {Artificial Neural Networks for Bottled Water Demand Forecasting: {A}\n                  Small Business Case Study},\n  booktitle    = {Advances in Computational Intelligence - 15th International Work-Conference\n                  on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,\n                  June 12-14, 2019, Proceedings, Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {11507},\n  pages        = {362--373},\n  publisher    = {Springer},\n  year         = {2019},\n  url          = {https://doi.org/10.1007/978-3-030-20518-8\\_31},\n  doi          = {10.1007/978-3-030-20518-8\\_31},\n  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/iwann/Herrera-GrandaC19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Optimization of the University Transportation by Contraction Hierarchies Method and Clustering Algorithms.\n \n \n \n \n\n\n \n Herrera-Granda, I. D.; Lorente-Leyva, L. L.; Peluffo-Ordóñez, D. H.; Valencia-Chapi, R. M.; Montero-Santos, Y.; Chicaiza-Vaca, J. L.; and Castro-Ospina, A. E.\n\n\n \n\n\n\n In de Cos Juez, F. J.; Villar, J. R.; de la Cal, E. A.; Herrero, Á.; Quintián, H.; Sáez, J. A.; and Corchado, E., editor(s), Hybrid Artificial Intelligent Systems - 13th International Conference, HAIS 2018, Oviedo, Spain, June 20-22, 2018, Proceedings, volume 10870, of Lecture Notes in Computer Science, pages 95–107, 2018. Springer\n \n\n\n\n
\n\n\n\n \n \n \"OptimizationPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/hais/Herrera-GrandaL18,\n  author       = {Israel David Herrera{-}Granda and\n                  Leandro Leonardo Lorente{-}Leyva and\n                  Diego Hern{\\'{a}}n Peluffo{-}Ord{\\'{o}}{\\~{n}}ez and\n                  Robert M. Valencia{-}Chapi and\n                  Yakcleem Montero{-}Santos and\n                  Jorge L. Chicaiza{-}Vaca and\n                  Andr{\\'{e}}s Eduardo Castro{-}Ospina},\n  editor       = {Francisco Javier de Cos Juez and\n                  Jos{\\'{e}} Ram{\\'{o}}n Villar and\n                  Enrique A. de la Cal and\n                  {\\'{A}}lvaro Herrero and\n                  H{\\'{e}}ctor Quinti{\\'{a}}n and\n                  Jos{\\'{e}} Antonio S{\\'{a}}ez and\n                  Emilio Corchado},\n  title        = {Optimization of the University Transportation by Contraction Hierarchies\n                  Method and Clustering Algorithms},\n  booktitle    = {Hybrid Artificial Intelligent Systems - 13th International Conference,\n                  {HAIS} 2018, Oviedo, Spain, June 20-22, 2018, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {10870},\n  pages        = {95--107},\n  publisher    = {Springer},\n  year         = {2018},\n  url          = {https://doi.org/10.1007/978-3-319-92639-1\\_9},\n  doi          = {10.1007/978-3-319-92639-1\\_9},\n  timestamp    = {Mon, 28 Aug 2023 21:17:56 +0200},\n  biburl       = {https://dblp.org/rec/conf/hais/Herrera-GrandaL18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fingertips Segmentation of Thermal Images and Its Potential Use in Hand Thermoregulation Analysis.\n \n \n \n \n\n\n \n Castro-Ospina, A. E.; Correa-Mira, A. M.; Herrera-Granda, I. D.; Peluffo-Ordóñez, D. H.; and Toro, H. A. F.\n\n\n \n\n\n\n In de Cos Juez, F. J.; Villar, J. R.; de la Cal, E. A.; Herrero, Á.; Quintián, H.; Sáez, J. A.; and Corchado, E., editor(s), Hybrid Artificial Intelligent Systems - 13th International Conference, HAIS 2018, Oviedo, Spain, June 20-22, 2018, Proceedings, volume 10870, of Lecture Notes in Computer Science, pages 455–463, 2018. Springer\n \n\n\n\n
\n\n\n\n \n \n \"FingertipsPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/hais/Castro-OspinaCH18,\n  author       = {Andr{\\'{e}}s Eduardo Castro{-}Ospina and\n                  A. M. Correa{-}Mira and\n                  Israel David Herrera{-}Granda and\n                  Diego Hern{\\'{a}}n Peluffo{-}Ord{\\'{o}}{\\~{n}}ez and\n                  Hermes Alexander Fandi{\\~{n}}o Toro},\n  editor       = {Francisco Javier de Cos Juez and\n                  Jos{\\'{e}} Ram{\\'{o}}n Villar and\n                  Enrique A. de la Cal and\n                  {\\'{A}}lvaro Herrero and\n                  H{\\'{e}}ctor Quinti{\\'{a}}n and\n                  Jos{\\'{e}} Antonio S{\\'{a}}ez and\n                  Emilio Corchado},\n  title        = {Fingertips Segmentation of Thermal Images and Its Potential Use in\n                  Hand Thermoregulation Analysis},\n  booktitle    = {Hybrid Artificial Intelligent Systems - 13th International Conference,\n                  {HAIS} 2018, Oviedo, Spain, June 20-22, 2018, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {10870},\n  pages        = {455--463},\n  publisher    = {Springer},\n  year         = {2018},\n  url          = {https://doi.org/10.1007/978-3-319-92639-1\\_38},\n  doi          = {10.1007/978-3-319-92639-1\\_38},\n  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/hais/Castro-OspinaCH18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Developments on Solutions of the Normalized-Cut-Clustering Problem Without Eigenvectors.\n \n \n \n \n\n\n \n Lorente-Leyva, L. L.; Herrera-Granda, I. D.; Rosero-Montalvo, P. D.; Ponce-Guevara, K. L.; Castro-Ospina, A. E.; Becerra, M. A.; Peluffo-Ordóñez, D. H.; and Rodríguez-Sotelo, J. L.\n\n\n \n\n\n\n In Huang, T.; Lv, J.; Sun, C.; and Tuzikov, A. V., editor(s), Advances in Neural Networks - ISNN 2018 - 15th International Symposium on Neural Networks, ISNN 2018, Minsk, Belarus, June 25-28, 2018, Proceedings, volume 10878, of Lecture Notes in Computer Science, pages 318–328, 2018. Springer\n \n\n\n\n
\n\n\n\n \n \n \"DevelopmentsPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/isnn/Lorente-LeyvaHR18,\n  author       = {Leandro Leonardo Lorente{-}Leyva and\n                  Israel David Herrera{-}Granda and\n                  Paul D. Rosero{-}Montalvo and\n                  Karina L. Ponce{-}Guevara and\n                  Andr{\\'{e}}s Eduardo Castro{-}Ospina and\n                  Miguel A. Becerra and\n                  Diego Hern{\\'{a}}n Peluffo{-}Ord{\\'{o}}{\\~{n}}ez and\n                  Jos{\\'{e}} Luis Rodr{\\'{\\i}}guez{-}Sotelo},\n  editor       = {Tingwen Huang and\n                  Jiancheng Lv and\n                  Changyin Sun and\n                  Alexander V. Tuzikov},\n  title        = {Developments on Solutions of the Normalized-Cut-Clustering Problem\n                  Without Eigenvectors},\n  booktitle    = {Advances in Neural Networks - {ISNN} 2018 - 15th International Symposium\n                  on Neural Networks, {ISNN} 2018, Minsk, Belarus, June 25-28, 2018,\n                  Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {10878},\n  pages        = {318--328},\n  publisher    = {Springer},\n  year         = {2018},\n  url          = {https://doi.org/10.1007/978-3-319-92537-0\\_37},\n  doi          = {10.1007/978-3-319-92537-0\\_37},\n  timestamp    = {Fri, 05 Mar 2021 15:34:13 +0100},\n  biburl       = {https://dblp.org/rec/conf/isnn/Lorente-LeyvaHR18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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