Guido Cervone, PhD

    • Source: Scopus
    • Calculated based on no. of publications stored in Pure and citations from Scopus
    20002021

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    • 2000

      Experimental validations of the learnable evolution model

      Cervone, G., Kaufman, K. K. & Michalski, R. S., 2000, Proceedings of the IEEE Conference on Evolutionary Computation, ICEC. Vol. 2. p. 1064-1071 8 p.

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

      6 Scopus citations
    • Speeding up evolution through learning: LEM

      Michalski, R. S., Cervone, G. & Kaufman, K., Dec 1 2000, Intelligent Information Systems -Proceedings of the IIS'2000 Symposium. AISC ed. p. 243-256 14 p. (Advances in Soft Computing; vol. 4, no. AISC).

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

      6 Scopus citations
    • 2008

      Risk assessment of atmospheric hazard releases using K-means clustering

      Cervone, G., Franzese, P., Ezber, Y. & Boybeyi, Z., Dec 1 2008, Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008. p. 342-348 7 p. 4733954

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

      3 Scopus citations
    • 2009

      Source detection of atmospheric releases using symbolic machine learning classification and remote sensing

      Bowman, M. C., Cervone, G. & Franzese, P., Dec 1 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2009 - Proceedings. 5417884. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 3).

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

    • Spatiotemporal modeling and monitoring of atmospheric hazardous emissions using sensor networks

      Cervone, G., Stefanidis, A., Franzese, P. & Agouris, P., Dec 1 2009, ICDM Workshops 2009 - IEEE International Conference on Data Mining. p. 571-576 6 p. 5360475

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

      3 Scopus citations
    • The next generation of remote sensing for natural hazard and environmental monitoring: National Polar-orbiting operational Environmental Satellite System (NPOESS)

      Bowman, M. C. & Cervone, G., 2009, Proceedings, 33rd International Symposium on Remote Sensing of Environment, ISRSE 2009. p. 527-530 4 p.

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

      1 Scopus citations
    • 2010

      Assessment of error in air quality models using dynamic time warping

      Lin, J., Cervone, G. & Franzese, P., Dec 1 2010, Proc. of the 1st ACM SIGSPATIAL Int. Workshop on Data Mining for Geoinformatics, DMG 2010, offered under the auspices of the 18th Int. Conference on Advances in Geographic Information Systems, ACMGIS. p. 38-44 7 p. (Proc. of the 1st ACM SIGSPATIAL Int. Workshop on Data Mining for Geoinformatics, DMG 2010, offered under the auspices of the 18th Int. Conference on Advances in Geographic Information Systems, ACMGIS).

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

      3 Scopus citations
    • 2012

      Analysis of emergent selection pressure in evolutionary algorithm and machine learner offspring filtering hybrids

      Coletti, M. & Cervone, G., Dec 31 2012, Swarm, Evolutionary, and Memetic Computing - Third International Conference, SEMCCO 2012, Proceedings. p. 721-728 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7677 LNCS).

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

    • Atmospheric releases during the 2003 glacier wildfires: Mapping, analysis and modeling

      Manca, G., Cervone, G. & Clarke, K. C., 2012, IGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium. p. 5360-5363 4 p. 6352396

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

    • 2014

      Fusing non-authoritative data to improve situational awareness in emergencies

      Oxendine, C. E., Schnebele, E., Cervone, G. & Waters, N., Jan 1 2014, ISCRAM 2014 Conference Proceedings - 11th International Conference on Information Systems for Crisis Response and Management. The Pennsylvania State University, p. 762-766 5 p. (ISCRAM 2014 Conference Proceedings - 11th International Conference on Information Systems for Crisis Response and Management).

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

      8 Scopus citations
    • 2015

      Bidding strategy of a microgrid in the deregulated electricity market

      Ferruzzi, G., Cervone, G., Delle Monache, L., Graditi, G. & Jacobone, F., Nov 3 2015, Proceedings of the 1st International ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics, UrbanGIS 2015. Association for Computing Machinery, Inc, p. 63-69 7 p. 2835034. (Proceedings of the 1st International ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics, UrbanGIS 2015).

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

    • DisasterMapper: A CyberGIS framework for disaster management using social media data

      Huang, Q., Cervone, G., Jing, D. & Chang, C., Nov 3 2015, Proceedings of the 4th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial 2015. Chandola, V. & Vatsavai, R. R. (eds.). Association for Computing Machinery, Inc, p. 1-6 6 p. (Proceedings of the 4th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial 2015).

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

      18 Scopus citations
    • Using nightlight remote sensing imagery and twitter data to study power outages

      Hultquist, C., Simpson, M., Cervone, G. & Huang, Q., Nov 3 2015, Proceedings of the 1st ACM SIGSPATIAL International Workshop on the Use of GIS in Emergency Management, EM-GIS 2015. Association for Computing Machinery, Inc, (Proceedings of the 1st ACM SIGSPATIAL International Workshop on the Use of GIS in Emergency Management, EM-GIS 2015).

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

      16 Scopus citations
    • 2016

      A bayesian-based neural network model for solar photovoltaic power forecasting

      Ciaramella, A., Staiano, A., Cervone, G. & Alessandrini, S., Jan 1 2016, Advances in Neural Networks - Computational Intelligence for ICT. Esposito, A., Esposito, A., Morabito, F. C., Pasero, E. & Bassis, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 169-177 9 p. (Smart Innovation, Systems and Technologies; vol. 54).

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

      6 Scopus citations
    • 2018

      Harnessing the power of many: Extensible toolkit for scalable ensemble applications

      Balasubramanian, V., Turilli, M., Hu, W., Lefebvre, M., Lei, W., Modrak, R., Cervone, G., Tromp, J. & Jha, S., Aug 3 2018, Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium, IPDPS 2018. Institute of Electrical and Electronics Engineers Inc., p. 536-545 10 p. 8425207. (Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium, IPDPS 2018).

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

      14 Scopus citations
    • Social cyber-security

      Carley, K. M., Cervone, G., Agarwal, N. & Liu, H., Jan 1 2018, Social, Cultural, and Behavioral Modeling - 11th International Conference, SBP-BRiMS 2018, Proceedings. Springer Verlag, p. 389-394 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10899 LNCS).

      Research output: Chapter in Book/Report/Conference proceedingConference contribution

      18 Scopus citations