Guido Cervone

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 22

Top Topics

Similarity Metric

Thermal Infrared

Spectral Images

Top Venues

BigSpatial@SIGSPATIAL

Cartogr. Int. J. Geogr. Inf. Geovisualization

Publications

Elena Sava, Guido Cervone, Alfred J. Kalyanapu
Multiscale Observation Product (MOP) for Temporal Flood Inundation Mapping of the 2015 Dallas Texas Flood. Remote. Sens. 15 (6) (2023)
Alessandro Fanfarillo, Nicholas Malaya, Guido Cervone, Luca Delle Monache
Efficient Probabilistic Tuning of Ensemble Forecasting Method. SC Workshops (2023)
Weiming Hu, Guido Cervone, Matteo Turilli, André Merzky, Shantenu Jha
A Scalable Solution for Running Ensemble Simulations for Photovoltaic Energy. CoRR (2022)
Carolynne Hultquist, Zita Oravecz, Guido Cervone
A Bayesian Approach to Estimate the Spatial Distribution of Crowdsourced Radiation Measurements around Fukushima. ISPRS Int. J. Geo Inf. 10 (12) (2021)
Manzhu Yu, Fangcao Xu, Weiming Hu, Jian Sun, Guido Cervone
Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for localized surface temperature forecasting in an urban environment. CoRR (2021)
Manzhu Yu, Fangcao Xu, Weiming Hu, Jian Sun, Guido Cervone
Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for Localized Surface Temperature Forecasting in an Urban Environment. IEEE Access 9 (2021)
Alessandro Fanfarillo, Behrooz Roozitalab, Weiming Hu, Guido Cervone
Probabilistic forecasting using deep generative models. GeoInformatica 25 (1) (2021)
Weiming Hu, Guido Cervone, George Young, Luca Delle Monache
Weather Analogs with a Machine Learning Similarity Metric for Renewable Resource Forecasting. CoRR (2021)
Jeremy Diaz, Guido Cervone, Christelle Wauthier
Improving the Thermal Infrared Monitoring of Volcanoes: A Deep Learning Approach for Intermittent Image Series. CoRR (2021)
Fangcao Xu, Jian Sun, Guido Cervone, Mark Salvador
Ill-posed Surface Emissivity Retrieval from Multi-Geometry Hyperspectral Images using a Hybrid Deep Neural Network. CoRR (2021)
Manzhu Yu, Myra Bambacus, Guido Cervone, Keith C. Clarke, Daniel Q. Duffy, Qunying Huang, Jing Li, Wenwen Li, Zhenlong Li, Qian Liu, Bernd Resch, Jingchao Yang, Chaowei Yang
Spatiotemporal event detection: a review. Int. J. Digit. Earth 13 (12) (2020)
Carolynne Hultquist, Guido Cervone
Integration of Crowdsourced Images, USGS Networks, Remote Sensing, and a Model to Assess Flood Depth during Hurricane Florence. Remote. Sens. 12 (5) (2020)
Weiming Hu, Guido Cervone
Dynamically Optimized Unstructured Grid (DOUG) for Analog Ensemble of numerical weather predictions using evolutionary algorithms. Comput. Geosci. 133 (2019)
Alessandro Fanfarillo, Behrooz Roozitalab, Weiming Hu, Guido Cervone
Probabilistic Forecasting using Deep Generative Models. CoRR (2019)
Liping Yang, Guido Cervone
Analysis of remote sensing imagery for disaster assessment using deep learning: a case study of flooding event. Soft Comput. 23 (24) (2019)
Vivek Balasubramanian, Matteo Turilli, Weiming Hu, Matthieu Lefebvre, Wenjie Lei, Ryan T. Modrak, Guido Cervone, Jeroen Tromp, Shantenu Jha
Harnessing the Power of Many: Extensible Toolkit for Scalable Ensemble Applications. IPDPS (2018)
Yifan Pan, Xianfeng Zhang, Guido Cervone, Liping Yang
Detection of Asphalt Pavement Potholes and Cracks Based on the Unmanned Aerial Vehicle Multispectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (10) (2018)
Kathleen M. Carley, Guido Cervone, Nitin Agarwal, Huan Liu
Social Cyber-Security. SBP-BRiMS (2018)
Han Wang, Erik Skau, Hamid Krim, Guido Cervone
Fusing Heterogeneous Data: A Case for Remote Sensing and Social Media. IEEE Trans. Geosci. Remote. Sens. 56 (12) (2018)
Qunying Huang, Guido Cervone, Guiming Zhang
A cloud-enabled automatic disaster analysis system of multi-sourced data streams: An example synthesizing social media, remote sensing and Wikipedia data. Comput. Environ. Urban Syst. 66 (2017)
Vivek Balasubramanian, Matteo Turilli, Weiming Hu, Matthieu Lefebvre, Wenjie Lei, Guido Cervone, Jeroen Tromp, Shantenu Jha
Harnessing the Power of Many: Extensible Toolkit for Scalable Ensemble Applications. CoRR (2017)
Alessio Petrozziello, Guido Cervone, Pasquale Franzese, Sue Ellen Haupt, Raffaele Cerulli
Source Reconstruction of Atmospheric Releases with Limited Meteorological Observations Using Genetic Algorithms. Appl. Artif. Intell. 31 (2) (2017)
Carolynne Hultquist, Mark B. Simpson, Guido Cervone, Qunying Huang
Using nightlight remote sensing imagery and Twitter data to study power outages. EM-GIS (2015)
Qunying Huang, Guido Cervone, Duangyang Jing, Chaoyi Chang
DisasterMapper: A CyberGIS framework for disaster management using social media data. BigSpatial@SIGSPATIAL (2015)
Gabriella Ferruzzi, Guido Cervone, Luca Delle Monache, Giorgio Graditi, Francesca Jacobone
Bidding strategy of a microgrid in the deregulated electricity market. UrbanGIS@SIGSPATIAL (2015)
Christopher E. Oxendine, Emily Schnebele, Guido Cervone, Nigel Waters
Fusing non-authoritative data to improve situational awareness in emergencies. ISCRAM (2014)
Alex B. Owusu, Guido Cervone, Sheryl Luzzadder-Beach
Analysis of Desertification in the Upper East Region (UER) of Ghana Using Remote Sensing, Field Study, and Local Knowledge. Cartogr. Int. J. Geogr. Inf. Geovisualization 48 (1) (2013)
Emily Schnebele, Guido Cervone, Nigel Waters
Initial validation of non-authoritative data for road assessment. ACM SIGSPATIAL Special 5 (3) (2013)
Mark Coletti, Guido Cervone
Analysis of Emergent Selection Pressure in Evolutionary Algorithm and Machine Learner Offspring Filtering Hybrids. SEMCCO (2012)
Germana Manca, Guido Cervone, Keith C. Clarke
Atmospheric releases during the 2003 glacier wildfires: Mapping, analysis and modeling. IGARSS (2012)
Andreas D. Lattner, Guido Cervone
Ensemble modeling of transport and dispersion simulations guided by machine learning hypotheses generation. Comput. Geosci. 48 (2012)
Jessica Lin, Guido Cervone, Nigel Waters
DMGI 2010 workshop report: The First ACM SIGSPATIAL International Workshop on Data Mining for Geoinformatics (San Jose, California - November 2, 2010). ACM SIGSPATIAL Special 3 (1) (2011)
Guido Cervone, Germana Manca
Damage Assessment of the 2011 Japanese Tsunami Using High-Resolution Satellite Data. Cartogr. Int. J. Geogr. Inf. Geovisualization 46 (3) (2011)
Jessica Lin, Guido Cervone, Pasquale Franzese
Assessment of error in air quality models using dynamic time warping. GIS-DMG (2010)
Guido Cervone, Pasquale Franzese
Monte Carlo source detection of atmospheric emissions and error functions analysis. Comput. Geosci. 36 (7) (2010)
Mark Bowman, Guido Cervone, Pasquale Franzese
Source Detection of Atmospheric Releases using Symbolic Machine Learning Classification and Remote Sensing. IGARSS (3) (2009)
Guido Cervone, Anthony Stefanidis, Pasquale Franzese, Peggy Agouris
Spatiotemporal Modeling and Monitoring of Atmospheric Hazardous Emissions Using Sensor Networks. ICDM Workshops (2009)
Guido Cervone, Pasquale Franzese, Yasmin Ezber, Zafer Boybeyi
Risk Assessment of Atmospheric Hazard Releases Using K-Means Clustering. ICDM Workshops (2008)
Guido Cervone, Ryszard S. Michalski
Modeling User Behavior by Integrating AQ Learning with a Database: Initial Results. Intelligent Information Systems (2002)
Guido Cervone, Kenneth A. Kaufman, Ryszard S. Michalski
Recent Results from the Experimental Evaluation of the Learnable Evolution Model. GECCO Late Breaking Papers (2002)
Guido Cervone, Liviu Panait, Ryszard S. Michalski
The Development of the AQ20 Learning System and Initial Experiments. Intelligent Information Systems (2001)
Ryszard S. Michalski, Guido Cervone, Kenneth A. Kaufman
Speeding Up Evolution through Learning: LEM. Intelligent Information Systems (2000)
Guido Cervone, K. K. Kaufman, Ryszard S. Michalski
Experimental validations of the learnable evolution model. CEC (2000)