Skip to main content

2018 | OriginalPaper | Buchkapitel

12. Human Capacity—Exposome Perspective

verfasst von : Bo Xing, Tshilidzi Marwala

Erschienen in: Smart Maintenance for Human–Robot Interaction

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In this chapter, we investigate smart maintenance for human capacity management through a wider exposome lens. We describe the general knowledge of exposome in Sect. 12.1. Then, in order to demonstrate how smart maintenance strategy can be better implemented in such hybrid asset management, in particular, exposome aspect, two representative research avenues are introduced in Sects. 12.2 and 12.3, respectively. Section 12.4 summarises this chapter.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Andrés, S., Arvor, D., Mougenot, I., Libourel, T., & Durieux, L. (2017). Ontology-based classification of remote sensing images using spectral rules. Computers & Geosciences, 102, 158–166.CrossRef Andrés, S., Arvor, D., Mougenot, I., Libourel, T., & Durieux, L. (2017). Ontology-based classification of remote sensing images using spectral rules. Computers & Geosciences, 102, 158–166.CrossRef
Zurück zum Zitat Bababdani, B. M., & Mousavi, M. (2013). Gravitational search algorithm: A new feature selection method for QSAR study of anticancer potency of imidazo[4,5-b]pyridine derivatives. Chemometrics and Intelligent Laboratory Systems, 122, 1–11.CrossRef Bababdani, B. M., & Mousavi, M. (2013). Gravitational search algorithm: A new feature selection method for QSAR study of anticancer potency of imidazo[4,5-b]pyridine derivatives. Chemometrics and Intelligent Laboratory Systems, 122, 1–11.CrossRef
Zurück zum Zitat Bateman, J., & Farrar, S. (2005). Modelling models of robot navigation using formal spatial ontology. Paper presented at the Proceedings of Spatial Cognition Conference, Lecture Notes in Computer Science, Vol. 3343, pp. 366–389. Bateman, J., & Farrar, S. (2005). Modelling models of robot navigation using formal spatial ontology. Paper presented at the Proceedings of Spatial Cognition Conference, Lecture Notes in Computer Science, Vol. 3343, pp. 366–389.
Zurück zum Zitat Bhat, C. R., Frusti, T., Zhao, H., Schönfelder, S., & Axhausen, K. W. (2004). Intershopping duration: An analysis using multiweek data. Transportation Research Part B: Methodological, 38(1), 39–60.CrossRef Bhat, C. R., Frusti, T., Zhao, H., Schönfelder, S., & Axhausen, K. W. (2004). Intershopping duration: An analysis using multiweek data. Transportation Research Part B: Methodological, 38(1), 39–60.CrossRef
Zurück zum Zitat Birattari, M. (2009). Tuning metaheuristics: A machine learning perspective (Vol. 197). Berlin: Springer. Birattari, M. (2009). Tuning metaheuristics: A machine learning perspective (Vol. 197). Berlin: Springer.
Zurück zum Zitat Bishop, C. M. (2006). Pattern recognition and machine learning. New York, USA: Springer Science + Business Media. ISBN 10: 0-387-31073-8. Bishop, C. M. (2006). Pattern recognition and machine learning. New York, USA: Springer Science + Business Media. ISBN 10: 0-387-31073-8.
Zurück zum Zitat Blanc, P. D. (2007). How everyday products make people sick: toxins at home and in the workplace. Berkeley and Los Angeles, California: University of California Press. ISBN 978-0-520-24881-6. Blanc, P. D. (2007). How everyday products make people sick: toxins at home and in the workplace. Berkeley and Los Angeles, California: University of California Press. ISBN 978-0-520-24881-6.
Zurück zum Zitat Brachman, P. S., & Abrutyn, E. (2009). Bacterial infections of humans: epidemiology and control. USA: Springer Science + Business Media, LLC. ISBN 978-0-387-09842-5. Brachman, P. S., & Abrutyn, E. (2009). Bacterial infections of humans: epidemiology and control. USA: Springer Science + Business Media, LLC. ISBN 978-0-387-09842-5.
Zurück zum Zitat Brodersen, K. H., Ong, C. S., Stephan, K. E., & Buhmann, J. M. (2010). The balanced accuracy and its posterior distribution. Paper presented at the Proceedings of the 20th International Conference on Pattern Recognition, August 23–26, 2010, Istanbul, Turkey, pp. 3121–3124. Brodersen, K. H., Ong, C. S., Stephan, K. E., & Buhmann, J. M. (2010). The balanced accuracy and its posterior distribution. Paper presented at the Proceedings of the 20th International Conference on Pattern Recognition, August 23–26, 2010, Istanbul, Turkey, pp. 3121–3124.
Zurück zum Zitat Brown, B. L., Hendrix, S. B., Hedges, D. W., & Smith, T. B. (2012). Multivariate analysis for the biobehavioral and social sciences: A graphical approach. Hoboken: Wiley. ISBN 978-0-470-53756-5. Brown, B. L., Hendrix, S. B., Hedges, D. W., & Smith, T. B. (2012). Multivariate analysis for the biobehavioral and social sciences: A graphical approach. Hoboken: Wiley. ISBN 978-0-470-53756-5.
Zurück zum Zitat Burke, J. L., Murphy, R. R., Rogers, E., Lumelsky, V. J., & Scholtz, J. (2004). Final report for the DARPA/NSF interdisciplinary study on human-robot interaction. IEEE Transactions on Systems, Man, and Cybernetics, 34, 103–112.CrossRef Burke, J. L., Murphy, R. R., Rogers, E., Lumelsky, V. J., & Scholtz, J. (2004). Final report for the DARPA/NSF interdisciplinary study on human-robot interaction. IEEE Transactions on Systems, Man, and Cybernetics, 34, 103–112.CrossRef
Zurück zum Zitat Butow, E., & Stepisnik, R. (2014). Google glass for dummies. Hoboken: Wiley. ISBN 978-1-118-82522-8. Butow, E., & Stepisnik, R. (2014). Google glass for dummies. Hoboken: Wiley. ISBN 978-1-118-82522-8.
Zurück zum Zitat Chen, H., Finin, T., & Joshi, A. (2005). The SOUPA ontology for pervasive computing. In V. Tamma, S. Cranefield, T. Finin & S. Willmott (Eds.), Ontologies for agents: Theory and experiences (pp. 233–258). Basel: Birkhäuser. Chen, H., Finin, T., & Joshi, A. (2005). The SOUPA ontology for pervasive computing. In V. Tamma, S. Cranefield, T. Finin & S. Willmott (Eds.), Ontologies for agents: Theory and experiences (pp. 233–258). Basel: Birkhäuser.
Zurück zum Zitat Chen, Y., Zhang, Z., Xie, Y., & Zhao, M. (2015a). A new model of conceptual design based on scientific ontology and intentionality theory. Part I: The conceptual foundation. Design Studies, 37, 12–36.CrossRef Chen, Y., Zhang, Z., Xie, Y., & Zhao, M. (2015a). A new model of conceptual design based on scientific ontology and intentionality theory. Part I: The conceptual foundation. Design Studies, 37, 12–36.CrossRef
Zurück zum Zitat Chen, Y., Zhang, Z., Xie, Y., & Zhao, M. (2015b). A new model of conceptual design based on scientific ontology and intentionality theory. Part II: The process model. Design Studies, 38, 139–160.CrossRef Chen, Y., Zhang, Z., Xie, Y., & Zhao, M. (2015b). A new model of conceptual design based on scientific ontology and intentionality theory. Part II: The process model. Design Studies, 38, 139–160.CrossRef
Zurück zum Zitat Ciffroy, P., Tediosi, A., & Capri, E. (2018). Modelling the fate of chemicals in the environment and the human body. Switzerland: Springer International Publishing AG. ISBN 978-3-319-59500-9. Ciffroy, P., Tediosi, A., & Capri, E. (2018). Modelling the fate of chemicals in the environment and the human body. Switzerland: Springer International Publishing AG. ISBN 978-3-319-59500-9.
Zurück zum Zitat Díaz-Rodríguez, N., Cadahía, O. L., Cuéllar, M. P., Lilius, J., & Calvo-Flores, M. D. (2014). Handling real-world context awareness, uncertainty and vagueness in real-time human activity tracking and recognition with a fuzzy ontology-based hybrid method. Sensors, 14, 18131–18171.CrossRef Díaz-Rodríguez, N., Cadahía, O. L., Cuéllar, M. P., Lilius, J., & Calvo-Flores, M. D. (2014). Handling real-world context awareness, uncertainty and vagueness in real-time human activity tracking and recognition with a fuzzy ontology-based hybrid method. Sensors, 14, 18131–18171.CrossRef
Zurück zum Zitat Dipsis, N., & Stathis, K. (2012). Ubiquitous agents for ambient ecologies. Pervasive and Mobile Computing, 8(4), 562–574. Dipsis, N., & Stathis, K. (2012). Ubiquitous agents for ambient ecologies. Pervasive and Mobile Computing, 8(4), 562–574.
Zurück zum Zitat Donatelle, R. J. (2013). Health: The basics (10th ed.). Boston, Columbus, Indianapolis, New York, San Francisco, Upper Saddle River: Pearson Education, Inc. ISBN 978-0-321-77434-7. Donatelle, R. J. (2013). Health: The basics (10th ed.). Boston, Columbus, Indianapolis, New York, San Francisco, Upper Saddle River: Pearson Education, Inc. ISBN 978-0-321-77434-7.
Zurück zum Zitat Dooley, A. H., & Zhang, G. (2015). Local entropy theory of a random dynamical system. USA: American Mathematical Society. ISBN 978-1-4704-1055-1. Dooley, A. H., & Zhang, G. (2015). Local entropy theory of a random dynamical system. USA: American Mathematical Society. ISBN 978-1-4704-1055-1.
Zurück zum Zitat Duivestein, S., Manen, T. V., & van Ommeren, E. (2014). Empathic things: Intimate computing from wearables to biohacking (pp. 1–44). The Netherlands: LINE UP boek en media bv, Sogeti VINT. Duivestein, S., Manen, T. V., & van Ommeren, E. (2014). Empathic things: Intimate computing from wearables to biohacking (pp. 1–44). The Netherlands: LINE UP boek en media bv, Sogeti VINT.
Zurück zum Zitat Eaton, M. L. (2007). Multivariate statistics: A vector space approach. Beachwood, Ohio, USA: Institute of Mathematical Statistics. ISBN 978-0-940-60069-0.MATH Eaton, M. L. (2007). Multivariate statistics: A vector space approach. Beachwood, Ohio, USA: Institute of Mathematical Statistics. ISBN 978-0-940-60069-0.MATH
Zurück zum Zitat Euzenat, J., & Shvaiko, P. (2013). Ontology matching (2nd ed.). Heidelberg, New York, Dordrecht, London: Springer. ISBN 978-3-642-38720-3. Euzenat, J., & Shvaiko, P. (2013). Ontology matching (2nd ed.). Heidelberg, New York, Dordrecht, London: Springer. ISBN 978-3-642-38720-3.
Zurück zum Zitat Fairchild, G., Hickmann, K. S., Mniszewski, S. M., Valle, S. Y. D., & Hyman, J. M. (2014). Optimizing human activity patterns using global sensitivity analysis. Computational and Mathematical Organization Theory, 20, 394–416.CrossRef Fairchild, G., Hickmann, K. S., Mniszewski, S. M., Valle, S. Y. D., & Hyman, J. M. (2014). Optimizing human activity patterns using global sensitivity analysis. Computational and Mathematical Organization Theory, 20, 394–416.CrossRef
Zurück zum Zitat Fernández-Montes, A., Ortega, J. A., Sánchez-Venzalá, J. I., & González-Abril, L. (2014). Software reference architecture for smart environments: perception. Computer Standards & Interfaces, 36, 928–940.CrossRef Fernández-Montes, A., Ortega, J. A., Sánchez-Venzalá, J. I., & González-Abril, L. (2014). Software reference architecture for smart environments: perception. Computer Standards & Interfaces, 36, 928–940.CrossRef
Zurück zum Zitat Gangemi, A., Guarino, N., Masols, C., Oltramari, A., & Schneider, L. (2002). Sweetening ontologies with dolce. Paper presented at the Proceedings of 13th European Conference on Knowledge Engineering and Knowledge Management. In Lecture Notes in Computer Science, Vol. 2473, pp. 166–181. Gangemi, A., Guarino, N., Masols, C., Oltramari, A., & Schneider, L. (2002). Sweetening ontologies with dolce. Paper presented at the Proceedings of 13th European Conference on Knowledge Engineering and Knowledge Management. In Lecture Notes in Computer Science, Vol. 2473, pp. 166–181.
Zurück zum Zitat Geem, Z. W. (2009). Particle-swarm harmony search for water network design. Engineering Optimization, 41(4), 297–311.CrossRef Geem, Z. W. (2009). Particle-swarm harmony search for water network design. Engineering Optimization, 41(4), 297–311.CrossRef
Zurück zum Zitat Geem, Z. W., Kim, J. H., & Loganathan, G. V. (2001). A new heuristic optimization algorithm: Harmony search. Simulation, 76(2), 60–68.CrossRef Geem, Z. W., Kim, J. H., & Loganathan, G. V. (2001). A new heuristic optimization algorithm: Harmony search. Simulation, 76(2), 60–68.CrossRef
Zurück zum Zitat Goldfield, E. C., Park, Y.-L., Chen, B.-R., Hsu, W.-H., Young, D., Wehner, M., et al. (2012). Bio-inspired design of soft robotic assistive devices: The interface of physics, biology, and behavior. Ecological Psychology, 24, 300–327.CrossRef Goldfield, E. C., Park, Y.-L., Chen, B.-R., Hsu, W.-H., Young, D., Wehner, M., et al. (2012). Bio-inspired design of soft robotic assistive devices: The interface of physics, biology, and behavior. Ecological Psychology, 24, 300–327.CrossRef
Zurück zum Zitat Greven, A., Keller, G., & Warnecke, G. (2003). Entropy. Princeton: Princeton University Press. ISBN 0-691-11338-6. Greven, A., Keller, G., & Warnecke, G. (2003). Entropy. Princeton: Princeton University Press. ISBN 0-691-11338-6.
Zurück zum Zitat Grover, M., singh, B., Bakshi, M., & Singh, S. (2000). Quantitative structure–property relationships in pharmaceutical research—Part 1. Pharmaceutical Science & Technology Today, 3, 28–35. Grover, M., singh, B., Bakshi, M., & Singh, S. (2000). Quantitative structure–property relationships in pharmaceutical research—Part 1. Pharmaceutical Science & Technology Today, 3, 28–35.
Zurück zum Zitat Gruber, T. R. (1993). A translation approach to portable ontology specification. Knowledge Acquisition, 5, 199–220.CrossRef Gruber, T. R. (1993). A translation approach to portable ontology specification. Knowledge Acquisition, 5, 199–220.CrossRef
Zurück zum Zitat Hahs-Vaughn, D. L. (2017). Applied multivariate statistical concepts. New York: Routledge, Taylor & Francis. ISBN 978-0-415-84235-8. Hahs-Vaughn, D. L. (2017). Applied multivariate statistical concepts. New York: Routledge, Taylor & Francis. ISBN 978-0-415-84235-8.
Zurück zum Zitat Haidegger, T., Barreto, M., Gonçalves, P., Habib, M. K., Ragavan, S. K. V., Li, H., et al. (2013). Applied ontologies and standards for service robots. Robotics and Autonomous Systems, 61, 1215–1223.CrossRef Haidegger, T., Barreto, M., Gonçalves, P., Habib, M. K., Ragavan, S. K. V., Li, H., et al. (2013). Applied ontologies and standards for service robots. Robotics and Autonomous Systems, 61, 1215–1223.CrossRef
Zurück zum Zitat Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2014). A primer on partial least squares structural equation modeling (PLS-SEM). Thousand Oaks: SAGE Publications, Inc. ISBN 978-1-4522-1744-4. Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2014). A primer on partial least squares structural equation modeling (PLS-SEM). Thousand Oaks: SAGE Publications, Inc. ISBN 978-1-4522-1744-4.
Zurück zum Zitat Härdle, W. K., & Hlávka, Z. (2015). Multivariate statistics: Exercises and solutions (2nd ed.). Heidelberg, New York, Dordrecht, London: Springer. ISBN 978-3-642-36004-6. Härdle, W. K., & Hlávka, Z. (2015). Multivariate statistics: Exercises and solutions (2nd ed.). Heidelberg, New York, Dordrecht, London: Springer. ISBN 978-3-642-36004-6.
Zurück zum Zitat Joh, C.-H., Arentze, T. A., & Timmermans, H. J. P. (2001). Understanding activity scheduling and rescheduling behaviour: Theory and numerical illustration. GeoJournal, 53(4), 359–371.CrossRef Joh, C.-H., Arentze, T. A., & Timmermans, H. J. P. (2001). Understanding activity scheduling and rescheduling behaviour: Theory and numerical illustration. GeoJournal, 53(4), 359–371.CrossRef
Zurück zum Zitat Kaiser, K. L. E. (1999). Quantitative structure–activity relationships in chemistry. The Canadian Chemical News, 51, 23–24. Kaiser, K. L. E. (1999). Quantitative structure–activity relationships in chemistry. The Canadian Chemical News, 51, 23–24.
Zurück zum Zitat Kameas, A., & Saffiotti, A. (2012). Special issue on “Ambient Ecologies”. Pervasive and Mobile Computing, 8, 483–484.CrossRef Kameas, A., & Saffiotti, A. (2012). Special issue on “Ambient Ecologies”. Pervasive and Mobile Computing, 8, 483–484.CrossRef
Zurück zum Zitat Kim, J., Imani, S., Araujo, W. R. d., Warchall, J., Valdés-Ramírez, G., Paixão, T. R. L. C., … Wang, J. (2015). Wearable salivary uric acid mouthguard biosensor with integrated wireless electronics. Biosensors and Bioelectronics, 74, 1061–1068. Kim, J., Imani, S., Araujo, W. R. d., Warchall, J., Valdés-Ramírez, G., Paixão, T. R. L. C., … Wang, J. (2015). Wearable salivary uric acid mouthguard biosensor with integrated wireless electronics. Biosensors and Bioelectronics, 74, 1061–1068.
Zurück zum Zitat Kitamura, R., & Hoorn, T. V. D. (1987). Regularity and irreversibility of weekly travel behavior. Transportation, 14(3), 227–251.CrossRef Kitamura, R., & Hoorn, T. V. D. (1987). Regularity and irreversibility of weekly travel behavior. Transportation, 14(3), 227–251.CrossRef
Zurück zum Zitat Kitamura, R., Yamamoto, T., Susilo, Y. O., & Axhausen, K. W. (2006). How routine is a routine? An analysis of the day-to-day variability in prism vertex location. Transportation Research Part A: Policy and Practice, 40(3), 259–279. Kitamura, R., Yamamoto, T., Susilo, Y. O., & Axhausen, K. W. (2006). How routine is a routine? An analysis of the day-to-day variability in prism vertex location. Transportation Research Part A: Policy and Practice, 40(3), 259–279.
Zurück zum Zitat Konishi, S. (2014). Introduction to multivariate analysis: linear and nonlinear modeling. USA: CRC Press, Taylor & Francis Group, LLC. ISBN 978-1-4665-6729-0. Konishi, S. (2014). Introduction to multivariate analysis: linear and nonlinear modeling. USA: CRC Press, Taylor & Francis Group, LLC. ISBN 978-1-4665-6729-0.
Zurück zum Zitat Lee, K. S., & Geem, Z. W. (2005). A new meta-heuristic algorithm for continuous engineering optimization: Harmony search theory and practice. Computer Methods in Applied Mechanics and Engineering, 194, 3902–3933.CrossRefMATH Lee, K. S., & Geem, Z. W. (2005). A new meta-heuristic algorithm for continuous engineering optimization: Harmony search theory and practice. Computer Methods in Applied Mechanics and Engineering, 194, 3902–3933.CrossRefMATH
Zurück zum Zitat Lee, Y.-D., & Chung, W.-Y. (2009). Wireless sensor network based wearable smart shirt for ubiquitous health and activity monitoring. Sensors and Actuators B: Chemical, 140, 390–395.CrossRef Lee, Y.-D., & Chung, W.-Y. (2009). Wireless sensor network based wearable smart shirt for ubiquitous health and activity monitoring. Sensors and Actuators B: Chemical, 140, 390–395.CrossRef
Zurück zum Zitat Lenat, D. B. (1995). CYC: A large-scale investment in knowledge infrastructure. Communications of the ACM, 38, 33–38.CrossRef Lenat, D. B. (1995). CYC: A large-scale investment in knowledge infrastructure. Communications of the ACM, 38, 33–38.CrossRef
Zurück zum Zitat Lim, G. H., Suh, I. H., & Suh, H. (2011). Ontology-based unified robot knowledge for service robots in indoor environments. IEEE Transactions on Systems, Man, and Cybernetics—Part A: Systems and Humans, 41(3), 492–509.CrossRef Lim, G. H., Suh, I. H., & Suh, H. (2011). Ontology-based unified robot knowledge for service robots in indoor environments. IEEE Transactions on Systems, Man, and Cybernetics—Part A: Systems and Humans, 41(3), 492–509.CrossRef
Zurück zum Zitat Lin, H. K., & Harding, J. A. (2007). A manufacturing system engineering ontology model on the semantic Web for inter-enterprise collaboration. Computers in Industry, 58, 428–437.CrossRef Lin, H. K., & Harding, J. A. (2007). A manufacturing system engineering ontology model on the semantic Web for inter-enterprise collaboration. Computers in Industry, 58, 428–437.CrossRef
Zurück zum Zitat Loh, M. (2016). Exposure to environmental hazards and effects on chronic disease. In J. M. Pacyna & E. G. Pacyna (Eds.), Environmental determinants of human health (pp. 27–49). Switzerland: Springer International Publishing. ISBN 978-3-319-43140-6 (Chapter 2). Loh, M. (2016). Exposure to environmental hazards and effects on chronic disease. In J. M. Pacyna & E. G. Pacyna (Eds.), Environmental determinants of human health (pp. 27–49). Switzerland: Springer International Publishing. ISBN 978-3-319-43140-6 (Chapter 2).
Zurück zum Zitat Lourenço, H. R., Martin, O. C., & Stützle, T. (2003). Iterated local search. In F. Glover & G. A. Kochenberger (Eds.), Handbook of Metaheuristics (pp. 321–354). New York, Boston, Dordrecht, London, Moscow: Kluwer Academic Publishers. Chapter 11. ISBN 1-4020-7263-5. Lourenço, H. R., Martin, O. C., & Stützle, T. (2003). Iterated local search. In F. Glover & G. A. Kochenberger (Eds.), Handbook of Metaheuristics (pp. 321–354). New York, Boston, Dordrecht, London, Moscow: Kluwer Academic Publishers. Chapter 11. ISBN 1-4020-7263-5.
Zurück zum Zitat Marwala, T. (2009). Computational intelligence for missing data imputation, estimation and management: Knowledge optimization techniques. New York, USA: IGI Global. ISBN 978-1-60566-336-4.CrossRef Marwala, T. (2009). Computational intelligence for missing data imputation, estimation and management: Knowledge optimization techniques. New York, USA: IGI Global. ISBN 978-1-60566-336-4.CrossRef
Zurück zum Zitat Marwala, T. (2013). Economic modeling using artificial intelligence methods. London, Heidelberg, New York, Dordrecht: Springer. ISBN 978-1-4471-5009-1.CrossRefMATH Marwala, T. (2013). Economic modeling using artificial intelligence methods. London, Heidelberg, New York, Dordrecht: Springer. ISBN 978-1-4471-5009-1.CrossRefMATH
Zurück zum Zitat Mastrogiovanni, F., & Sgorbissa, A. (2013). A behaviour sequencing and composition architecture based on ontologies for entertainment humanoid robots. Robotics and Autonomous Systems, 61, 170–183.CrossRef Mastrogiovanni, F., & Sgorbissa, A. (2013). A behaviour sequencing and composition architecture based on ontologies for entertainment humanoid robots. Robotics and Autonomous Systems, 61, 170–183.CrossRef
Zurück zum Zitat Michalowicz, J. V., Nichols, J. M., & Bucholtz, F. (2014). Handbook of differential entropy. USA: CRC Press, Taylor & Francis Group, LLC. ISBN 978-1-4665-8317-7. Michalowicz, J. V., Nichols, J. M., & Bucholtz, F. (2014). Handbook of differential entropy. USA: CRC Press, Taylor & Francis Group, LLC. ISBN 978-1-4665-8317-7.
Zurück zum Zitat Miller, G. A. (1995). WordNet: A lexical database for english. Communications of the ACM, 38, 39–41.CrossRef Miller, G. A. (1995). WordNet: A lexical database for english. Communications of the ACM, 38, 39–41.CrossRef
Zurück zum Zitat Miller, G. W., & Jones, D. P. (2014). The nature of nurture: Refining the definition of the exposome. Toxicological Sciences, 137, 1–2.CrossRef Miller, G. W., & Jones, D. P. (2014). The nature of nurture: Refining the definition of the exposome. Toxicological Sciences, 137, 1–2.CrossRef
Zurück zum Zitat Ming, T., Peng, C., Gong, T., & Li, Z. (2017). Pollutant dispersion in built environment. Hangzhou, China and Singapore: Zhejiang University Press and Springer Science + Business Media Singapore. ISBN 978-981-10-3820-4. Ming, T., Peng, C., Gong, T., & Li, Z. (2017). Pollutant dispersion in built environment. Hangzhou, China and Singapore: Zhejiang University Press and Springer Science + Business Media Singapore. ISBN 978-981-10-3820-4.
Zurück zum Zitat Moore, C. F. (2009) Children and pollution: why scientists disagree. New York: Oxford University Press, Inc. ISBN 978-0-19-538666-0. Moore, C. F. (2009) Children and pollution: why scientists disagree. New York: Oxford University Press, Inc. ISBN 978-0-19-538666-0.
Zurück zum Zitat Moorthy, N. S. H. N., Ramos, M. J., & Fernandes, P. A. (2011). Structural analysis of α-glucosidase inhibitors by validated QSAR models using topological and hydrophobicity based descriptors. Chemometrics and Intelligent Laboratory Systems, 109, 101–112.CrossRef Moorthy, N. S. H. N., Ramos, M. J., & Fernandes, P. A. (2011). Structural analysis of α-glucosidase inhibitors by validated QSAR models using topological and hydrophobicity based descriptors. Chemometrics and Intelligent Laboratory Systems, 109, 101–112.CrossRef
Zurück zum Zitat Nieuwenhuijsen, M., Donaire-Gonzalez, D., Foraster, M., Martinez, D., & Cisneros, A. (2014). Using personal sensors to assess the exposome and acute health effects. International Journal of Environmental Research and Public Health, 11, 7805–7819.CrossRef Nieuwenhuijsen, M., Donaire-Gonzalez, D., Foraster, M., Martinez, D., & Cisneros, A. (2014). Using personal sensors to assess the exposome and acute health effects. International Journal of Environmental Research and Public Health, 11, 7805–7819.CrossRef
Zurück zum Zitat Orcutt, M. (2015). A biodegradable computer chip that performs surprisingly well. MIT Technology Review. Orcutt, M. (2015). A biodegradable computer chip that performs surprisingly well. MIT Technology Review.
Zurück zum Zitat Pacyna, E. G., Pacyna, J. M., Sundseth, K., Munthe, J., Kindbom, K., Wilson, S., et al. (2010). Global emission of mercury to the atmosphere from anthropogenic sources in 2005 and projections to 2020. Atmosphere Environment, 44, 2487–2499.CrossRef Pacyna, E. G., Pacyna, J. M., Sundseth, K., Munthe, J., Kindbom, K., Wilson, S., et al. (2010). Global emission of mercury to the atmosphere from anthropogenic sources in 2005 and projections to 2020. Atmosphere Environment, 44, 2487–2499.CrossRef
Zurück zum Zitat Pacyna, J. M., & Pacyna, E. G. (2016). Environmental determinants of human health. Switzerland: Springer International Publishing. ISBN 978-3-319-43140-6. Pacyna, J. M., & Pacyna, E. G. (2016). Environmental determinants of human health. Switzerland: Springer International Publishing. ISBN 978-3-319-43140-6.
Zurück zum Zitat Patel, S., Park, H., Bonato, P., Chan, L., & Rodgers, M. (2012). A review of wearable sensors and systems with application in rehabilitation. Journal of NeuroEngineering and Rehabilitation, 9(21), 1–17. Patel, S., Park, H., Bonato, P., Chan, L., & Rodgers, M. (2012). A review of wearable sensors and systems with application in rehabilitation. Journal of NeuroEngineering and Rehabilitation, 9(21), 1–17.
Zurück zum Zitat Peters, A., Hoek, G., & Katsouyanni, K. (2012). Understanding the link between environmental exposures and health: Does the exposome promise too much? Journal of Epidemiology and Community Health, 66, 103–105.CrossRef Peters, A., Hoek, G., & Katsouyanni, K. (2012). Understanding the link between environmental exposures and health: Does the exposome promise too much? Journal of Epidemiology and Community Health, 66, 103–105.CrossRef
Zurück zum Zitat Pinedo, M. L. (2008). Scheduling: Theory, algorithms, and systems (3rd ed.). USA: Springer Science + Business Media, LLC. ISBN 978-0-387-78934-7. Pinedo, M. L. (2008). Scheduling: Theory, algorithms, and systems (3rd ed.). USA: Springer Science + Business Media, LLC. ISBN 978-0-387-78934-7.
Zurück zum Zitat Poncela, A., Urdiales, C., Pérez, E. J., & Sandoval, F. (2009). A new efficiency weighted strategy for continuous human/robot cooperation in navigation. IEEE Transactions on Systems, Man, and Cybernetics—Part A: Systems and Humans, 39(3), 486–500.CrossRef Poncela, A., Urdiales, C., Pérez, E. J., & Sandoval, F. (2009). A new efficiency weighted strategy for continuous human/robot cooperation in navigation. IEEE Transactions on Systems, Man, and Cybernetics—Part A: Systems and Humans, 39(3), 486–500.CrossRef
Zurück zum Zitat Poularikas, A. D. (2015). Adaptive filtering: Fundamentals of least mean squares with MATLAB ® . USA: CRC Press, Taylor & Francis Group. ISBN 978-1-4822-5336-8. Poularikas, A. D. (2015). Adaptive filtering: Fundamentals of least mean squares with MATLAB ® . USA: CRC Press, Taylor & Francis Group. ISBN 978-1-4822-5336-8.
Zurück zum Zitat Prado-Prado, F. J., García, I., García-Mera, X., & González-Díaz, H. (2011). Entropy multi-target QSAR model for prediction of antiviral drug complex networks. Chemometrics and Intelligent Laboratory Systems, 107, 227–233.CrossRef Prado-Prado, F. J., García, I., García-Mera, X., & González-Díaz, H. (2011). Entropy multi-target QSAR model for prediction of antiviral drug complex networks. Chemometrics and Intelligent Laboratory Systems, 107, 227–233.CrossRef
Zurück zum Zitat Prestes, E., Carbonera, J. L., Fiorini, S. R., Jorge, V. A. M., Abel, M., Madhavan, R., et al. (2013). Towards a core ontology for robotics and automation. Robotics and Autonomous Systems, 61, 1193–1204.CrossRef Prestes, E., Carbonera, J. L., Fiorini, S. R., Jorge, V. A. M., Abel, M., Madhavan, R., et al. (2013). Towards a core ontology for robotics and automation. Robotics and Autonomous Systems, 61, 1193–1204.CrossRef
Zurück zum Zitat Quick, J. C., & Quick, J. D. (2004). Organizational stress and preventive management. New York: McGraw-Hill.MATH Quick, J. C., & Quick, J. D. (2004). Organizational stress and preventive management. New York: McGraw-Hill.MATH
Zurück zum Zitat Rappaport, S. M., Barupal, D. K., Wishart, D., Vineis, P., & Scalbert, A. (2014). The blood exposome and its role in discovering causes of disease. Environmental Health Perspectives, 122, 769–774. Rappaport, S. M., Barupal, D. K., Wishart, D., Vineis, P., & Scalbert, A. (2014). The blood exposome and its role in discovering causes of disease. Environmental Health Perspectives, 122, 769–774.
Zurück zum Zitat Redmond, E. (2013). Programming Google glass: The mirror API. Dallas, Texas Raleigh, North Carolina: The Pragmatic Programmers, LLC. ISBN 978-1-937785-79-6. Redmond, E. (2013). Programming Google glass: The mirror API. Dallas, Texas Raleigh, North Carolina: The Pragmatic Programmers, LLC. ISBN 978-1-937785-79-6.
Zurück zum Zitat Redmond, E. (2015). Programming Google glass: Build great glassware apps with the mirror API and GDK (2nd ed.). Dallas, Texas, Raleigh, North Carolina: The Pragmatic Programmers, LLC. ISBN 978-1-941222-18-8. Redmond, E. (2015). Programming Google glass: Build great glassware apps with the mirror API and GDK (2nd ed.). Dallas, Texas, Raleigh, North Carolina: The Pragmatic Programmers, LLC. ISBN 978-1-941222-18-8.
Zurück zum Zitat Reijers, W., & Coeckelbergh, M. (in press). The blockchain as a narrative technology: investigating the social ontology and normative configurations of cryptocurrencies. Philosophy & Technology. doi:10.1007/s13347-016-0239-x. Reijers, W., & Coeckelbergh, M. (in press). The blockchain as a narrative technology: investigating the social ontology and normative configurations of cryptocurrencies. Philosophy & Technology. doi:10.​1007/​s13347-016-0239-x.
Zurück zum Zitat Robinson, O., & Vrijheid, M. (2015). The pregnancy exposome. Current Environmental Health Reports, 2, 204–213.CrossRef Robinson, O., & Vrijheid, M. (2015). The pregnancy exposome. Current Environmental Health Reports, 2, 204–213.CrossRef
Zurück zum Zitat Rodríguez, N. D., Cuéllar, M. P., Lilius, J., & Calvo-Flores, M. D. (2014a). A fuzzy ontology for semantic modelling and recognition of human behaviour. Knowledge-Based Systems, 66, 46–60.CrossRef Rodríguez, N. D., Cuéllar, M. P., Lilius, J., & Calvo-Flores, M. D. (2014a). A fuzzy ontology for semantic modelling and recognition of human behaviour. Knowledge-Based Systems, 66, 46–60.CrossRef
Zurück zum Zitat Rodríguez, N. D., Cuéllar, M. P., Lilius, J., & Calvo-Flores, M. D. (2014b). A survey on ontologies for human behavior recognition. ACM Computering Surveys, 46(4), 1–33.CrossRef Rodríguez, N. D., Cuéllar, M. P., Lilius, J., & Calvo-Flores, M. D. (2014b). A survey on ontologies for human behavior recognition. ACM Computering Surveys, 46(4), 1–33.CrossRef
Zurück zum Zitat Rosenblatt, F. (1958). The perceptron: A probabilistic model for information storage and retrieval in the brain. Psychological Review, 65, 386–408.CrossRef Rosenblatt, F. (1958). The perceptron: A probabilistic model for information storage and retrieval in the brain. Psychological Review, 65, 386–408.CrossRef
Zurück zum Zitat Rossiter, J. (2017). Robotics, smart materials, and their future impact for humans. In N. M. Deano (Ed.), The next step: Exponential life: Spain: BBVA. Rossiter, J. (2017). Robotics, smart materials, and their future impact for humans. In N. M. Deano (Ed.), The next step: Exponential life: Spain: BBVA.
Zurück zum Zitat Schlich, R., & Axhausen, K. W. (2003). Habitual travel behaviour: Evidence from a six-week travel diary. Transportation, 30(1), 13–36.CrossRef Schlich, R., & Axhausen, K. W. (2003). Habitual travel behaviour: Evidence from a six-week travel diary. Transportation, 30(1), 13–36.CrossRef
Zurück zum Zitat Shamsipur, M., Zare-Shahabadi, V., Hemmateenejad, B., & Akhond, M. (2009). An efficient variable selection method based on the use of external memory in ant colony optimization: application to QSAR/QSPR studies. Analytica Chimica Acta, 646(1–2), 39–46.CrossRef Shamsipur, M., Zare-Shahabadi, V., Hemmateenejad, B., & Akhond, M. (2009). An efficient variable selection method based on the use of external memory in ant colony optimization: application to QSAR/QSPR studies. Analytica Chimica Acta, 646(1–2), 39–46.CrossRef
Zurück zum Zitat Soldatova, L. N., Clare, A., Sparkes, A., & King, R. D. (2006). An ontology for a robot scientist. Bioinformatics, 22, e464–e471.CrossRef Soldatova, L. N., Clare, A., Sparkes, A., & King, R. D. (2006). An ontology for a robot scientist. Bioinformatics, 22, e464–e471.CrossRef
Zurück zum Zitat Suckling, J., & Lee, J. (2015). Redefining scope: The true environmental impact of smartphones. International Journal of Life Cycle Assessment, 20(8), 1181–1196.CrossRef Suckling, J., & Lee, J. (2015). Redefining scope: The true environmental impact of smartphones. International Journal of Life Cycle Assessment, 20(8), 1181–1196.CrossRef
Zurück zum Zitat Surie, D., Janlert, L.-E., Pederson, T., & Roy, D. (2012). Egocentric interaction as a tool for designing ambient ecologies—The case of the easy ADL ecology. Pervasive and Mobile Computing. doi:10.1016/j.pmcj.2011.12.004. Surie, D., Janlert, L.-E., Pederson, T., & Roy, D. (2012). Egocentric interaction as a tool for designing ambient ecologies—The case of the easy ADL ecology. Pervasive and Mobile Computing. doi:10.​1016/​j.​pmcj.​2011.​12.​004.
Zurück zum Zitat Sushko, I., Novotarskyi, S., Korner, R., Pandey, A. K., Rupp, M., Teetz, W., et al. (2011). Online chemical modeling environment (OCHEM): Web platform for datastorage, model development and publishing of chemical information. Journal of Computer-Aided Molecular Design, 25(6), 533–554.CrossRef Sushko, I., Novotarskyi, S., Korner, R., Pandey, A. K., Rupp, M., Teetz, W., et al. (2011). Online chemical modeling environment (OCHEM): Web platform for datastorage, model development and publishing of chemical information. Journal of Computer-Aided Molecular Design, 25(6), 533–554.CrossRef
Zurück zum Zitat Tabachnick, B. G., & Fidell, L. S. (2013). Using multivariate statistics (6th ed.). New Jersey: Pearson Education, Inc. ISBN 978-0-205-89081-1. Tabachnick, B. G., & Fidell, L. S. (2013). Using multivariate statistics (6th ed.). New Jersey: Pearson Education, Inc. ISBN 978-0-205-89081-1.
Zurück zum Zitat Talbi, E.-G. (2009). Metaheuristics: From design to implementation. USA: Wiley. ISBN 978-0-470-27858-1. Talbi, E.-G. (2009). Metaheuristics: From design to implementation. USA: Wiley. ISBN 978-0-470-27858-1.
Zurück zum Zitat Tang, J. (2014). Beginning Google glass development. New York: Apress, Springer Science + Business Media. ISBN 978-1-4302-6788-1. Tang, J. (2014). Beginning Google glass development. New York: Apress, Springer Science + Business Media. ISBN 978-1-4302-6788-1.
Zurück zum Zitat Testa, B. (2000). Structure–activity-relationships—Challenges and context. Pharmaceutical News, 7, 13–22. Testa, B. (2000). Structure–activity-relationships—Challenges and context. Pharmaceutical News, 7, 13–22.
Zurück zum Zitat TirgarBahnamiri, P., & Bagheri-Khoulenjani, S. (2017). Biodegradable microrobots for targeting cell delivery. Medical Hypotheses, 102, 56–60.CrossRef TirgarBahnamiri, P., & Bagheri-Khoulenjani, S. (2017). Biodegradable microrobots for targeting cell delivery. Medical Hypotheses, 102, 56–60.CrossRef
Zurück zum Zitat Vorberg, S., & Tetko, I. V. (2014). Modeling the biodegradability of chemical compounds using the online CHEmical modeling environment (OCHEM). Molecular Informatics, 33, 73–85.CrossRef Vorberg, S., & Tetko, I. V. (2014). Modeling the biodegradability of chemical compounds using the online CHEmical modeling environment (OCHEM). Molecular Informatics, 33, 73–85.CrossRef
Zurück zum Zitat Wild, C. P. (2005). Complementing the genome with an “exposome”: The outstanding challenge of environmental exposure measurement in molecular epidemiology. Cancer Epidemiology, Biomarkers and Prevention, 14, 1847–1850.CrossRef Wild, C. P. (2005). Complementing the genome with an “exposome”: The outstanding challenge of environmental exposure measurement in molecular epidemiology. Cancer Epidemiology, Biomarkers and Prevention, 14, 1847–1850.CrossRef
Zurück zum Zitat Wild, C. P. (2012). The exposome: From concept to utility. International Journal of Epidemiology, 41, 24–32.CrossRef Wild, C. P. (2012). The exposome: From concept to utility. International Journal of Epidemiology, 41, 24–32.CrossRef
Zurück zum Zitat Wild, C. P., Scalbert, A., & Herceg, Z. (2013). Measuring the exposome: A powerful basis for evaluating environmental exposures and cancer risk. Environmental and Molecular Mutagenesis, 54, 480–499.CrossRef Wild, C. P., Scalbert, A., & Herceg, Z. (2013). Measuring the exposome: A powerful basis for evaluating environmental exposures and cancer risk. Environmental and Molecular Mutagenesis, 54, 480–499.CrossRef
Zurück zum Zitat Witten, I. H., & Frank, E. (2005). Data mining: Practical machine learning tools and techniques (2nd ed.). San Francisco: Morgan Kaufmann, Elsevier Inc. ISBN 0-12-088407-0. Witten, I. H., & Frank, E. (2005). Data mining: Practical machine learning tools and techniques (2nd ed.). San Francisco: Morgan Kaufmann, Elsevier Inc. ISBN 0-12-088407-0.
Zurück zum Zitat Witten, I. H., Frank, E., & Hall, M. A. (2011). Data mining: Practical machine learning tools and techniques (3rd ed.). USA: Morgan Kaufmann, Elsevier Inc. ISBN 978-0-12-374856-0. Witten, I. H., Frank, E., & Hall, M. A. (2011). Data mining: Practical machine learning tools and techniques (3rd ed.). USA: Morgan Kaufmann, Elsevier Inc. ISBN 978-0-12-374856-0.
Zurück zum Zitat Xing, B., & Gao, W.-J. (2014a). Computational intelligence in remanufacturing. Hershey: IGI Global. ISBN 978-1-4666-4908-8. Xing, B., & Gao, W.-J. (2014a). Computational intelligence in remanufacturing. Hershey: IGI Global. ISBN 978-1-4666-4908-8.
Zurück zum Zitat Xing, B., & Gao, W.-J. (2014b). Innovative computational intelligence: A rough guide to 134 clever algorithms. Cham, Heidelberg, New York, Dordrecht, London, Switzerland: Springer International Publishing. ISBN 978-3-319-03403-4.CrossRefMATH Xing, B., & Gao, W.-J. (2014b). Innovative computational intelligence: A rough guide to 134 clever algorithms. Cham, Heidelberg, New York, Dordrecht, London, Switzerland: Springer International Publishing. ISBN 978-3-319-03403-4.CrossRefMATH
Zurück zum Zitat Zhang, Z.-N., Liu, Z.-L., Chen, Y., & Xie, Y.-B. (2013). Knowledge flow in engineering design: An ontological framework. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 227(4), 760–770. Zhang, Z.-N., Liu, Z.-L., Chen, Y., & Xie, Y.-B. (2013). Knowledge flow in engineering design: An ontological framework. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 227(4), 760–770.
Zurück zum Zitat Zhou, X., Li, Z., Dai, Z., & Zou, X. (2010). QSAR modeling of peptide biological activity by coupling support vector machine with particle swarmoptimization algorithm and genetic algorithm. Journal of Molecular Graphics and Modelling, 29, 188–196.CrossRef Zhou, X., Li, Z., Dai, Z., & Zou, X. (2010). QSAR modeling of peptide biological activity by coupling support vector machine with particle swarmoptimization algorithm and genetic algorithm. Journal of Molecular Graphics and Modelling, 29, 188–196.CrossRef
Zurück zum Zitat Zhou, X. B., Han, W. J., Chen, J., & Lu, X. Q. (2011). QSAR study on the interactions between antibiotic compounds and DNA by a hybrid genetic-based support vector machine. Monatshefte fur Chemie, 142, 949–959.CrossRef Zhou, X. B., Han, W. J., Chen, J., & Lu, X. Q. (2011). QSAR study on the interactions between antibiotic compounds and DNA by a hybrid genetic-based support vector machine. Monatshefte fur Chemie, 142, 949–959.CrossRef
Metadaten
Titel
Human Capacity—Exposome Perspective
verfasst von
Bo Xing
Tshilidzi Marwala
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-67480-3_12

Neuer Inhalt