Abstract
Over the past five years the Internet of Things (IoT) technology has grown rapidly, finding applications in several sectors. Large shipping industries are already investing in IoT techniques to optimise transparency, safety and reduce costs. This research proposal aims to develop a smart platform that facilitates the management of critical marine systems, contributing to the generation and transfer of knowledge in the fields of Edge Computing, Intelligent Models and Virtual Organisations.
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References
Manyika, J., Chui, M., Bisson, P., Woetzel, J., Dobbs, R., Bughin, J., Aharon, D.: The internet of things: mapping the value beyond the hype. McKinsey Global Institute (2015)
Beecham Research Homepage. M2M Sector Map. http://beechamresearch.com/. Accessed 12 Jan 2020
European Commission. EU leads the way with ambitious action for cleaner and safer seas. https://ourocean2017.org/eu-leads-way-ambitious-action-cleaner-and-safer-seas. Accessed 07 Jan 2020
European Commission. Horizon 2020 - smart, green and integrated transport. https://ec.europa.eu/programmes/horizon2020/en/h2020-section/smart-green-and-integrated-transport. Accessed 07 Jan 2020
Deloitte. https://www2.deloitte.com/tr/en/pages/technology-media-and-telecommunications/articles/internet-of-things-iot-in-shipping-industry.html. Accessed 09 Jan 2020
Li, T., Sun, S., Corchado, J. M., Siyau, M.F.: A particle dyeing approach for track continuity for the SMC-PHD filter. In: 17th International Conference on Information Fusion (FUSION), pp. 1–8. IEEE, July 2014
Wang, X., Tarrío, P., Bernardos, A.M., Metola, E., Casar, J.R.: User-independent accelerometer based-gesture recognition for mobile devices. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 1(3), 11–25 (2012). ISSN: 2255-2863
Urbano, J., Cardoso, H.L., Rocha, A.P., Oliveira, E.: Trust and normative control in multi-agent systems. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 1(1) (2012). (ISSN: 2255-2863)
Oliveira, T., Neves, J., Novais, P.: Guideline formalization and knowledge representation for clinical decision support. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 1(2), 1–11 (2012). ISSN: 2255-2863
Fdez-Riverola, F., Iglesias, E.L., Díaz, F., Méndez, J.R., Corchado, J.M.: Applying lazy learning algorithms to tackle concept drift in spam filtering. Expert Syst. Appl. 33(1), 36–48 (2007)
Aige, M.B.: The online tourist fraud: the new measures of technological investigation in Spain. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 6(2), 85 (2017). ISSN: 2255-2863
Morente-Molinera, J.A., Kou, G., González-Crespo, R., Corchado, J.M., Herrera-Viedma, E.: Solving multi-criteria group decision making problems under environments with a high number of alternatives using fuzzy ontologies and multi-granular linguistic modelling methods. Knowl.-Based Syst. 137, 54–64 (2017)
Carneiro, D., Araújo, D., Pimenta, A., Novais, P.: Real time analytics for characterizing the computer user’s state. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 5(4) (2016). ISSN: 2255-2863
Li, T., Sun, S., Bolić, M., Corchado, J.M.: Algorithm design for parallel implementation of the SMC-PHD filter. Signal Process. 119, 115–127 (2016)
Coria, J.A.G., Castellanos-Garzón, J.A., Corchado, J.M.: Intelligent business processes composition based on multi-agent systems. Expert Syst. Appl. 41(4), 1189–1205 (2014)
Silva, A., Oliveira, T., Neves, J., Novais, P.: Treating colon cancer survivability prediction as a classification problem. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 5(1), 37 (2016). ISSN: 2255-2863
Tapia, D.I., Fraile, J.A., Rodríguez, S., Alonso, R.S., Corchado, J.M.: Integrating hardware agents into an enhanced multi-agent architecture for Ambient Intelligence systems. Inf. Sci. 222, 47–65 (2013)
Corchado, J.M., Pavón, J., Corchado, E.S., Castillo, L.F. Development of CBR-BDI agents: a tourist guide application. In: European Conference on Case-based Reasoning, pp. 547–559. Springer, Berlin, August 2004
Lima, A.C.E., de Castro, L.N., Corchado, J.M.: A polarity analysis framework for Twitter messages. Appl. Math. Comput. 270, 756–767 (2015)
Nihan, C.E.: Healthier? More efficient? Fairer? An overview of the main ethical issues raised by the use of ubicomp in the workplace. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 2(1), 29–40 (2013). ISSN: 2255-2863
Macek, K., Rojicek, J., Kontes, G., Rovas, D.V.: Black-box optimization for buildings and its enhancement by advanced communication infrastructure. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 1(5), 53–64 (2013). ISSN: 2255-2863
Fdez-Riverola, F., Corchado, J.M.: FSfRT: forecasting system for red tides. Appl. Intell. 21(3), 251–264 (2004)
Fdez-Riverola, F., Iglesias, E.L., Díaz, F., Méndez, J.R., Corchado, J.M.: SpamHunting: an instance-based reasoning system for spam labelling and filtering. Decis. Support Syst. 43(3), 722–736 (2007)
Casado-Vara, R., Martin-del Rey, A., Affes, S., Prieto, J., Corchado, J.M.: IoT network slicing on virtual layers of homogeneous data for improved algorithm operation in smart buildings. Future Gener. Comput. Syst. 102, 965–977 (2020)
Ueno, M., Suenaga, T., Isahara, H.: Classification of two comic books based on convolutional neural networks. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 6(1), 5 (2017). ISSN: 2255-2863
Baruque, B., Corchado, E., Mata, A., Corchado, J.M.: A forecasting solution to the oil spill problem based on a hybrid intelligent system. Inf. Sci. 180(10), 2029–2043 (2010)
Casado-Vara, R., Prieto, J., De la Prieta, F., Corchado, J.M.: How blockchain improves the supply chain: case study alimentary supply chain. Procedia Comput. Sci. 134, 393–398 (2018)
Silva, F., Analide, C.: Tracking context-aware well-being through intelligent environments. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 4(2), 61 (2015). ISSN: 2255-2863
Li, T., Sun, S.: Online adapting the magnitude of target birth intensity in the PHD filter. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J 2(4), 31 (2013). ISSN: 2255-2863
Corchado, J.M., Aiken, J.: Hybrid artificial intelligence methods in oceanographic forecast models. IEEE Trans. Syst. Man Cybern. Part C (Appl. Rev.) 32(4), 307–313 (2002)
González-Briones, A., Prieto, J., De La Prieta, F., Herrera-Viedma, E., Corchado, J.M.: Energy optimization using a case-based reasoning strategy. Sensors 18(3), 865 (2018)
Díaz, F., Fdez-Riverola, F., Corchado, J.M.: gene-CBR: a case-based reasoning tool for cancer diagnosis using microarray data sets. Comput. Intell. 22(3–4), 254–268 (2006)
Corchado, J.M., Corchado, E.S., Aiken, J., Fyfe, C., Fernandez, F., Gonzalez, M.: Maximum likelihood hebbian learning based retrieval method for cbr systems. In: International Conference on Case-Based Reasoning, pp. 107–121. Springer, Berlin, June 2003
Martinez-Martin, E., Escrig, M.T., Del Pobil, A.P.: A qualitative acceleration model based on intervals. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 2(2) (2013). ISSN: 2255-2863
Guillén, J.H., del Rey, A.M., Casado-Vara, R.: Security countermeasures of a SCIRAS model for advanced malware propagation. IEEE Access 7, 135472–135478 (2019)
Corchado, J.M., Lees, B.: A hybrid case-based model for forecasting. Appl. Artif. Intell. 15(2), 105–127 (2001)
Satoh, I.: Bio-inspired self-adaptive agents in distributed systems. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 1(2) (2012). ISSN: 2255-2863
Fernández-Riverola, F., Diaz, F., Corchado, J.M.: Reducing the memory size of a fuzzy case-based reasoning system applying rough set techniques. IEEE Trans. Syst. Man Cybern. Part C (Appl. Rev.) 37(1), 138–146 (2006)
Tapia, D.I., Corchado, J.M.: An ambient intelligence based multi-agent system for alzheimer health care. Int. J. Ambient Comput. Intell. (IJACI) 1(1), 15–26 (2009)
Adam, E., Grislin-Le Strugeon, E., Mandiau, R.: MAS architecture and knowledge model for vehicles data communication. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 1(1), 23–31 (2012). ISSN: 2255-2863
Corchado, J.M., Fyfe, C.: Unsupervised neural method for temperature forecasting. Artif. Intell. Eng. 13(4), 351–357 (1999)
Mendez, J.R., Fdez-Riverola, F., Diaz, F., Iglesias, E.L., Corchado, J.M. A comparative performance study of feature selection methods for the anti-spam filtering domain. In: Industrial Conference on Data Mining, pp. 106–120. Springer, Berlin, July 2006
Mata, A., Corchado, J.M.: Forecasting the probability of finding oil slicks using a CBR system. Expert Syst. Appl. 36(4), 8239–8246 (2009)
Chamoso, P., González-Briones, A., Rodríguez, S., Corchado, J.M.: Tendencies of technologies and platforms in smart cities: a state-of-the-art review. Wirel. Commun. Mobile Comput. 2018, 1–17 (2018)
Glez-Bedia, M., Corchado, J.M., Corchado, E.S., Fyfe, C.: Analytical model for constructing deliberative agents. Eng. Intell. Syst. Electr. Eng. Commun. 10(3), 173–185 (2002)
Ochoa-Aday, L., Cervelló-Pastor, C., Fernández-Fernández, A.: Discovering the network topology: an efficient approach for SDN. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J 5(2), 101 (2016). ISSN: 2255-2863
Fyfe, C., Corchado, J.M.: Automating the construction of CBR Systems using Kernel Methods. Int. J. Intell. Syst. 16(4), 571–586 (2001)
Choon, Y.W., et al.: Differential bees flux balance analysis with OptKnock for in silico microbial strains optimization. PLoS ONE 9(7), e102744 (2014)
Li, T., Sun, S., Corchado, J.M., Siyau, M.F.: A particle dyeing approach for track continuity for the SMC-PHD filter. In: 17th International Conference on Information Fusion (FUSION), pp. 1–8. IEEE, July 2014
Pawlewski, P., Golinska, P., Dossou, P.-E.: Application potential of agent based simulation and discrete event simulation in enterprise integration modelling concepts. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 1(1), 33–42 (2012). ISSN: 2255-2863
Martín del Rey, A., Casado Vara, R., Hernández Serrano, D.: Reversibility of symmetric linear cellular automata with radius r = 3. Mathematics 7(9), 816 (2019)
Ueno, M., Mori, N., Matsumoto, K.: Picture information shared conversation agent: Pictgent. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 1(1) (2012) ISSN: 2255-2863
Griol, D., García-Herrero, J., Molina, J.M.: Combining heterogeneous inputs for the development of adaptive and multimodal interaction systems. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 2(3) (2013) ISSN: 2255-2863
Casado-Vara, R., Novais, P., Gil, A.B., Prieto, J., Corchado, J.M.: Distributed continuous-time fault estimation control for multiple devices in IoT networks. IEEE Access 7, 11972–11984 (2019)
Vilaro, A., Orero, P.: User-centric cognitive assessment. Evaluation of attention in special working centres: from paper to Kinect. DCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 2(4), 19–22 (2013). ISSN: 2255-2863
Romero, S., Fardoun, H.M., Penichet, V.M.R., Gallud, J.A.: Tweacher: new proposal for online social networks impact in secondary education. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 2(1), 9–18 (2013). ISSN: 2255-2863
Fuentes, D., Laza, R., Pereira, A.: Intelligent devices in rural wireless networks. DCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 2(4), 23–30 (2013). ISSN: 2255-2863
Macintosh, A., Feisiyau, M., Ghavami, M.: Impact of the mobility models, route and link connectivity on the performance of position based routing protocols. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 3(1), 74–91 (2014). ISSN: 2255-2863
Casado-Vara, R., Chamoso, P., De la Prieta, F., Prieto, J., Corchado, J.M.: Non-linear adaptive closed-loop control system for improved efficiency in IoT-blockchain management. Inf. Fusion 49, 227–239 (2019)
Alam, N., Sultana, M., Alam, M.S., Al-Mamun, M.A., Hossain, M.A.: Optimal intermittent dose schedules for chemotherapy using genetic algorithm. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 2(2), 37–52 (2013). ISSN: 2255-2863
Magaña, V.C., Organero, M.M., Álvarez-García, J.A., Rodríguez, J.Y.F.: Design of a speed assistant to minimize the driver stress. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 6(3), 45 (2017). ISSN: 2255-2863
Marín, P.A.R., Giraldo, M., Tabares, V., Duque, N., Ovalle, D.: Educational resources recommendation system for a heterogeneous student group. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 5(3), 21–30 (2016). ISSN: 2255-2863
Desquesnes, G., Lozenguez, G., Doniec, A., Duviella, É.: Planning large systems with MDPs: case study of inland waterways supervision. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 5(4), 71–84 (2016). ISSN: 2255-2863
Oliver, M., Molina, J.P., Fernández-Caballero, A., González, P.: Collaborative computer-assisted cognitive rehabilitation system. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 6(3), 57 (2017). ISSN: 2255-2863
SMARTSEA. https://www.smart-sea.eu/. Accessed 01 Mar 2020
Acknowledgments
This research has been supported by the project “The Surveying & MARiTime internet of thingS EducAtion (SMARTSEA)”, Reference: 612198-EPP-1-2019-1-ES-EPPKA2-KA, financed by the European Commission (Erasmus+ : Higher Education - International Capacity Building).
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Plaza-Hernández, M. (2020). An Intelligent Platform for the Monitoring and Evaluation of Critical Marine Infrastructures. In: Prieto, J., Pinto, A., Das, A., Ferretti, S. (eds) Blockchain and Applications. BLOCKCHAIN 2020. Advances in Intelligent Systems and Computing, vol 1238. Springer, Cham. https://doi.org/10.1007/978-3-030-52535-4_20
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